2020-08-17 00:33:22,048 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -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-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.0.5 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-08-17 00:33:22,051 - mmaction - INFO - Distributed training: True 2020-08-17 00:33:22,051 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/slowonly/slowonly_r50_256p_8x8x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained=None, lateral=False, conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), cls_head=dict( type='I3DHead', in_channels=2048, num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), 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='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), 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']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), 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=12, 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_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.15 * 4, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict(policy='CosineAnnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] 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'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowonly_r50_8x8x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-08-17 00:33:35,681 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-66, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/slowonly_r50_256p_8x8x1_256e_kinetics400_rgb_32g_rightlr 2020-08-17 00:33:35,683 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-08-17 00:34:30,950 - mmaction - INFO - Epoch [1][20/627] lr: 6.000e-01, eta: 5 days, 2:47:48, time: 2.754, data_time: 0.441, memory: 8468, top1_acc: 0.0069, top5_acc: 0.0290, loss_cls: 6.3292, loss: 6.3292, grad_norm: 1.3601 2020-08-17 00:34:49,423 - mmaction - INFO - Epoch [1][40/627] lr: 6.000e-01, eta: 3 days, 10:05:46, time: 0.929, data_time: 0.010, memory: 8468, top1_acc: 0.0098, top5_acc: 0.0445, loss_cls: 5.8575, loss: 5.8575, grad_norm: 0.4557 2020-08-17 00:35:08,506 - mmaction - INFO - Epoch [1][60/627] lr: 6.000e-01, eta: 2 days, 20:52:50, time: 0.953, data_time: 0.006, memory: 8468, top1_acc: 0.0143, top5_acc: 0.0559, loss_cls: 5.7316, loss: 5.7316, grad_norm: 0.4375 2020-08-17 00:35:27,707 - mmaction - INFO - Epoch [1][80/627] lr: 6.000e-01, eta: 2 days, 14:22:12, time: 0.962, data_time: 0.004, memory: 8468, top1_acc: 0.0174, top5_acc: 0.0650, loss_cls: 5.6474, loss: 5.6474, grad_norm: 0.4335 2020-08-17 00:35:48,330 - mmaction - INFO - Epoch [1][100/627] lr: 6.000e-01, eta: 2 days, 11:04:35, time: 1.031, data_time: 0.005, memory: 8468, top1_acc: 0.0182, top5_acc: 0.0717, loss_cls: 5.6232, loss: 5.6232, grad_norm: 0.4297 2020-08-17 00:36:11,366 - mmaction - INFO - Epoch [1][120/627] lr: 6.000e-01, eta: 2 days, 9:46:35, time: 1.152, data_time: 0.003, memory: 8468, top1_acc: 0.0207, top5_acc: 0.0760, loss_cls: 5.5902, loss: 5.5902, grad_norm: 0.4082 2020-08-17 00:36:34,919 - mmaction - INFO - Epoch [1][140/627] lr: 6.000e-01, eta: 2 days, 9:01:08, time: 1.179, data_time: 0.003, memory: 8468, top1_acc: 0.0230, top5_acc: 0.0818, loss_cls: 5.5801, loss: 5.5801, grad_norm: 0.4016 2020-08-17 00:37:02,102 - mmaction - INFO - Epoch [1][160/627] lr: 6.000e-01, eta: 2 days, 9:27:02, time: 1.359, data_time: 0.005, memory: 8468, top1_acc: 0.0238, top5_acc: 0.0844, loss_cls: 5.5386, loss: 5.5386, grad_norm: 0.4003 2020-08-17 00:37:28,147 - mmaction - INFO - Epoch [1][180/627] lr: 6.000e-01, eta: 2 days, 9:30:23, time: 1.303, data_time: 0.002, memory: 8468, top1_acc: 0.0232, top5_acc: 0.0807, loss_cls: 5.5416, loss: 5.5416, grad_norm: 0.3951 2020-08-17 00:37:55,550 - mmaction - INFO - Epoch [1][200/627] lr: 6.000e-01, eta: 2 days, 9:50:37, time: 1.369, data_time: 0.004, memory: 8468, top1_acc: 0.0263, top5_acc: 0.0938, loss_cls: 5.5125, loss: 5.5125, grad_norm: 0.3969 2020-08-17 00:38:22,551 - mmaction - INFO - Epoch [1][220/627] lr: 6.000e-01, eta: 2 days, 10:02:56, time: 1.351, data_time: 0.005, memory: 8468, top1_acc: 0.0280, top5_acc: 0.0975, loss_cls: 5.4635, loss: 5.4635, grad_norm: 0.4062 2020-08-17 00:38:49,751 - mmaction - INFO - Epoch [1][240/627] lr: 6.000e-01, eta: 2 days, 10:15:00, time: 1.360, data_time: 0.002, memory: 8468, top1_acc: 0.0314, top5_acc: 0.1036, loss_cls: 5.4223, loss: 5.4223, grad_norm: 0.4267 2020-08-17 00:39:18,599 - mmaction - INFO - Epoch [1][260/627] lr: 6.000e-01, eta: 2 days, 10:41:48, time: 1.441, data_time: 0.002, memory: 8468, top1_acc: 0.0326, top5_acc: 0.1077, loss_cls: 5.4112, loss: 5.4112, grad_norm: 0.4275 2020-08-17 00:39:46,170 - mmaction - INFO - Epoch [1][280/627] lr: 6.000e-01, eta: 2 days, 10:52:43, time: 1.378, data_time: 0.007, memory: 8468, top1_acc: 0.0342, top5_acc: 0.1142, loss_cls: 5.3750, loss: 5.3750, grad_norm: 0.4503 2020-08-17 00:40:14,821 - mmaction - INFO - Epoch [1][300/627] lr: 6.000e-01, eta: 2 days, 11:11:52, time: 1.433, data_time: 0.005, memory: 8468, top1_acc: 0.0340, top5_acc: 0.1228, loss_cls: 5.3482, loss: 5.3482, grad_norm: 0.4386 2020-08-17 00:40:42,591 - mmaction - INFO - Epoch [1][320/627] lr: 6.000e-01, eta: 2 days, 11:21:25, time: 1.390, data_time: 0.005, memory: 8468, top1_acc: 0.0365, top5_acc: 0.1232, loss_cls: 5.3203, loss: 5.3203, grad_norm: 0.4362 2020-08-17 00:41:11,859 - mmaction - INFO - Epoch [1][340/627] lr: 6.000e-01, eta: 2 days, 11:41:04, time: 1.462, data_time: 0.005, memory: 8468, top1_acc: 0.0431, top5_acc: 0.1294, loss_cls: 5.2915, loss: 5.2915, grad_norm: 0.4571 2020-08-17 00:41:40,146 - mmaction - INFO - Epoch [1][360/627] lr: 6.000e-01, eta: 2 days, 11:51:39, time: 1.416, data_time: 0.005, memory: 8468, top1_acc: 0.0428, top5_acc: 0.1353, loss_cls: 5.2650, loss: 5.2650, grad_norm: 0.4562 2020-08-17 00:42:08,921 - mmaction - INFO - Epoch [1][380/627] lr: 6.000e-01, eta: 2 days, 12:03:58, time: 1.437, data_time: 0.005, memory: 8468, top1_acc: 0.0419, top5_acc: 0.1318, loss_cls: 5.2390, loss: 5.2390, grad_norm: 0.4649 2020-08-17 00:42:38,598 - mmaction - INFO - Epoch [1][400/627] lr: 6.000e-01, eta: 2 days, 12:21:25, time: 1.484, data_time: 0.005, memory: 8468, top1_acc: 0.0359, top5_acc: 0.1318, loss_cls: 5.2494, loss: 5.2494, grad_norm: 0.4618 2020-08-17 00:43:06,630 - mmaction - INFO - Epoch [1][420/627] lr: 6.000e-01, eta: 2 days, 12:26:37, time: 1.402, data_time: 0.005, memory: 8468, top1_acc: 0.0457, top5_acc: 0.1432, loss_cls: 5.1841, loss: 5.1841, grad_norm: 0.4887 2020-08-17 00:43:35,071 - mmaction - INFO - Epoch [1][440/627] lr: 6.000e-01, eta: 2 days, 12:33:58, time: 1.424, data_time: 0.005, memory: 8468, top1_acc: 0.0452, top5_acc: 0.1520, loss_cls: 5.1541, loss: 5.1541, grad_norm: 0.4738 2020-08-17 00:44:04,690 - mmaction - INFO - Epoch [1][460/627] lr: 6.000e-01, eta: 2 days, 12:47:08, time: 1.480, data_time: 0.005, memory: 8468, top1_acc: 0.0520, top5_acc: 0.1544, loss_cls: 5.1386, loss: 5.1386, grad_norm: 0.4638 2020-08-17 00:44:33,435 - mmaction - INFO - Epoch [1][480/627] lr: 6.000e-01, eta: 2 days, 12:54:37, time: 1.439, data_time: 0.005, memory: 8468, top1_acc: 0.0467, top5_acc: 0.1539, loss_cls: 5.1300, loss: 5.1300, grad_norm: 0.4941 2020-08-17 00:45:03,171 - mmaction - INFO - Epoch [1][500/627] lr: 6.000e-01, eta: 2 days, 13:06:35, time: 1.487, data_time: 0.006, memory: 8468, top1_acc: 0.0527, top5_acc: 0.1538, loss_cls: 5.1452, loss: 5.1452, grad_norm: 0.4880 2020-08-17 00:45:31,101 - mmaction - INFO - Epoch [1][520/627] lr: 6.000e-01, eta: 2 days, 13:08:21, time: 1.397, data_time: 0.003, memory: 8468, top1_acc: 0.0507, top5_acc: 0.1573, loss_cls: 5.1260, loss: 5.1260, grad_norm: 0.4799 2020-08-17 00:46:01,034 - mmaction - INFO - Epoch [1][540/627] lr: 6.000e-01, eta: 2 days, 13:19:35, time: 1.494, data_time: 0.004, memory: 8468, top1_acc: 0.0572, top5_acc: 0.1717, loss_cls: 5.0542, loss: 5.0542, grad_norm: 0.4900 2020-08-17 00:46:29,234 - mmaction - INFO - Epoch [1][560/627] lr: 6.000e-01, eta: 2 days, 13:22:13, time: 1.412, data_time: 0.006, memory: 8468, top1_acc: 0.0566, top5_acc: 0.1686, loss_cls: 5.0564, loss: 5.0564, grad_norm: 0.5083 2020-08-17 00:46:58,808 - mmaction - INFO - Epoch [1][580/627] lr: 6.000e-01, eta: 2 days, 13:30:33, time: 1.477, data_time: 0.005, memory: 8468, top1_acc: 0.0594, top5_acc: 0.1810, loss_cls: 5.0306, loss: 5.0306, grad_norm: 0.4980 2020-08-17 00:47:28,643 - mmaction - INFO - Epoch [1][600/627] lr: 6.000e-01, eta: 2 days, 13:39:46, time: 1.494, data_time: 0.005, memory: 8468, top1_acc: 0.0581, top5_acc: 0.1772, loss_cls: 5.0258, loss: 5.0258, grad_norm: 0.4962 2020-08-17 00:47:57,150 - mmaction - INFO - Epoch [1][620/627] lr: 6.000e-01, eta: 2 days, 13:42:18, time: 1.423, data_time: 0.005, memory: 8468, top1_acc: 0.0581, top5_acc: 0.1861, loss_cls: 5.0044, loss: 5.0044, grad_norm: 0.5076 2020-08-17 00:48:40,646 - mmaction - INFO - Epoch [2][20/627] lr: 6.000e-01, eta: 2 days, 13:21:02, time: 1.625, data_time: 0.416, memory: 8470, top1_acc: 0.0612, top5_acc: 0.1783, loss_cls: 5.0014, loss: 5.0014, grad_norm: 0.5010 2020-08-17 00:49:09,255 - mmaction - INFO - Epoch [2][40/627] lr: 6.000e-01, eta: 2 days, 13:24:22, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.0624, top5_acc: 0.1833, loss_cls: 4.9552, loss: 4.9552, grad_norm: 0.5000 2020-08-17 00:49:37,933 - mmaction - INFO - Epoch [2][60/627] lr: 6.000e-01, eta: 2 days, 13:27:58, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.0621, top5_acc: 0.1866, loss_cls: 4.9735, loss: 4.9735, grad_norm: 0.5178 2020-08-17 00:50:07,491 - mmaction - INFO - Epoch [2][80/627] lr: 6.000e-01, eta: 2 days, 13:34:28, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.0628, top5_acc: 0.1861, loss_cls: 4.9550, loss: 4.9550, grad_norm: 0.5116 2020-08-17 00:50:36,171 - mmaction - INFO - Epoch [2][100/627] lr: 6.000e-01, eta: 2 days, 13:37:32, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.0672, top5_acc: 0.1943, loss_cls: 4.9279, loss: 4.9279, grad_norm: 0.5321 2020-08-17 00:51:05,324 - mmaction - INFO - Epoch [2][120/627] lr: 6.000e-01, eta: 2 days, 13:41:49, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.0661, top5_acc: 0.1967, loss_cls: 4.9251, loss: 4.9251, grad_norm: 0.4888 2020-08-17 00:51:35,154 - mmaction - INFO - Epoch [2][140/627] lr: 6.000e-01, eta: 2 days, 13:48:33, time: 1.494, data_time: 0.006, memory: 8470, top1_acc: 0.0728, top5_acc: 0.2009, loss_cls: 4.9049, loss: 4.9049, grad_norm: 0.5145 2020-08-17 00:52:04,526 - mmaction - INFO - Epoch [2][160/627] lr: 6.000e-01, eta: 2 days, 13:53:07, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.0704, top5_acc: 0.2073, loss_cls: 4.8645, loss: 4.8645, grad_norm: 0.5126 2020-08-17 00:52:33,995 - mmaction - INFO - Epoch [2][180/627] lr: 6.000e-01, eta: 2 days, 13:57:44, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.0741, top5_acc: 0.2145, loss_cls: 4.8521, loss: 4.8521, grad_norm: 0.5059 2020-08-17 00:53:03,000 - mmaction - INFO - Epoch [2][200/627] lr: 6.000e-01, eta: 2 days, 14:00:53, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.0715, top5_acc: 0.2113, loss_cls: 4.8835, loss: 4.8835, grad_norm: 0.5337 2020-08-17 00:53:31,651 - mmaction - INFO - Epoch [2][220/627] lr: 6.000e-01, eta: 2 days, 14:02:26, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.0723, top5_acc: 0.2073, loss_cls: 4.8539, loss: 4.8539, grad_norm: 0.5009 2020-08-17 00:54:01,122 - mmaction - INFO - Epoch [2][240/627] lr: 6.000e-01, eta: 2 days, 14:06:42, time: 1.476, data_time: 0.006, memory: 8470, top1_acc: 0.0736, top5_acc: 0.2098, loss_cls: 4.8411, loss: 4.8411, grad_norm: 0.5136 2020-08-17 00:54:30,296 - mmaction - INFO - Epoch [2][260/627] lr: 6.000e-01, eta: 2 days, 14:09:38, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.0781, top5_acc: 0.2211, loss_cls: 4.8137, loss: 4.8137, grad_norm: 0.5362 2020-08-17 00:54:59,711 - mmaction - INFO - Epoch [2][280/627] lr: 6.000e-01, eta: 2 days, 14:13:18, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.0768, top5_acc: 0.2178, loss_cls: 4.8233, loss: 4.8233, grad_norm: 0.5265 2020-08-17 00:55:29,463 - mmaction - INFO - Epoch [2][300/627] lr: 6.000e-01, eta: 2 days, 14:17:24, time: 1.483, data_time: 0.004, memory: 8470, top1_acc: 0.0794, top5_acc: 0.2332, loss_cls: 4.7819, loss: 4.7819, grad_norm: 0.5282 2020-08-17 00:55:58,263 - mmaction - INFO - Epoch [2][320/627] lr: 6.000e-01, eta: 2 days, 14:19:08, time: 1.444, data_time: 0.008, memory: 8470, top1_acc: 0.0845, top5_acc: 0.2293, loss_cls: 4.7651, loss: 4.7651, grad_norm: 0.5335 2020-08-17 00:56:27,631 - mmaction - INFO - Epoch [2][340/627] lr: 6.000e-01, eta: 2 days, 14:22:01, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.0780, top5_acc: 0.2223, loss_cls: 4.7896, loss: 4.7896, grad_norm: 0.5334 2020-08-17 00:56:57,162 - mmaction - INFO - Epoch [2][360/627] lr: 6.000e-01, eta: 2 days, 14:25:22, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.0755, top5_acc: 0.2240, loss_cls: 4.7731, loss: 4.7731, grad_norm: 0.5223 2020-08-17 00:57:27,764 - mmaction - INFO - Epoch [2][380/627] lr: 6.000e-01, eta: 2 days, 14:31:14, time: 1.529, data_time: 0.005, memory: 8470, top1_acc: 0.0837, top5_acc: 0.2296, loss_cls: 4.7510, loss: 4.7510, grad_norm: 0.5675 2020-08-17 00:57:56,897 - mmaction - INFO - Epoch [2][400/627] lr: 6.000e-01, eta: 2 days, 14:33:06, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.0839, top5_acc: 0.2357, loss_cls: 4.7338, loss: 4.7338, grad_norm: 0.5278 2020-08-17 00:58:25,830 - mmaction - INFO - Epoch [2][420/627] lr: 6.000e-01, eta: 2 days, 14:34:21, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.0823, top5_acc: 0.2311, loss_cls: 4.7420, loss: 4.7420, grad_norm: 0.5436 2020-08-17 00:58:55,255 - mmaction - INFO - Epoch [2][440/627] lr: 6.000e-01, eta: 2 days, 14:36:51, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.0845, top5_acc: 0.2299, loss_cls: 4.7382, loss: 4.7382, grad_norm: 0.5610 2020-08-17 00:59:24,625 - mmaction - INFO - Epoch [2][460/627] lr: 6.000e-01, eta: 2 days, 14:39:08, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.0909, top5_acc: 0.2462, loss_cls: 4.7152, loss: 4.7152, grad_norm: 0.5439 2020-08-17 00:59:53,481 - mmaction - INFO - Epoch [2][480/627] lr: 6.000e-01, eta: 2 days, 14:39:55, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.0859, top5_acc: 0.2409, loss_cls: 4.6896, loss: 4.6896, grad_norm: 0.5425 2020-08-17 01:00:23,277 - mmaction - INFO - Epoch [2][500/627] lr: 6.000e-01, eta: 2 days, 14:42:38, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.0939, top5_acc: 0.2543, loss_cls: 4.6852, loss: 4.6852, grad_norm: 0.5665 2020-08-17 01:00:52,227 - mmaction - INFO - Epoch [2][520/627] lr: 6.000e-01, eta: 2 days, 14:43:56, time: 1.455, data_time: 0.019, memory: 8470, top1_acc: 0.0914, top5_acc: 0.2448, loss_cls: 4.6948, loss: 4.6948, grad_norm: 0.5545 2020-08-17 01:01:21,309 - mmaction - INFO - Epoch [2][540/627] lr: 6.000e-01, eta: 2 days, 14:45:13, time: 1.456, data_time: 0.004, memory: 8470, top1_acc: 0.0926, top5_acc: 0.2458, loss_cls: 4.6938, loss: 4.6938, grad_norm: 0.5676 2020-08-17 01:01:50,437 - mmaction - INFO - Epoch [2][560/627] lr: 6.000e-01, eta: 2 days, 14:46:29, time: 1.456, data_time: 0.002, memory: 8470, top1_acc: 0.0940, top5_acc: 0.2493, loss_cls: 4.6727, loss: 4.6727, grad_norm: 0.5656 2020-08-17 01:02:20,634 - mmaction - INFO - Epoch [2][580/627] lr: 6.000e-01, eta: 2 days, 14:49:56, time: 1.508, data_time: 0.005, memory: 8470, top1_acc: 0.0951, top5_acc: 0.2576, loss_cls: 4.6633, loss: 4.6633, grad_norm: 0.5608 2020-08-17 01:02:49,058 - mmaction - INFO - Epoch [2][600/627] lr: 6.000e-01, eta: 2 days, 14:49:34, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.0928, top5_acc: 0.2470, loss_cls: 4.6641, loss: 4.6641, grad_norm: 0.5717 2020-08-17 01:03:19,065 - mmaction - INFO - Epoch [2][620/627] lr: 6.000e-01, eta: 2 days, 14:52:27, time: 1.499, data_time: 0.006, memory: 8470, top1_acc: 0.0957, top5_acc: 0.2563, loss_cls: 4.6326, loss: 4.6326, grad_norm: 0.5647 2020-08-17 01:04:03,278 - mmaction - INFO - Epoch [3][20/627] lr: 5.999e-01, eta: 2 days, 14:43:49, time: 1.727, data_time: 0.521, memory: 8470, top1_acc: 0.1007, top5_acc: 0.2583, loss_cls: 4.6280, loss: 4.6280, grad_norm: 0.5932 2020-08-17 01:04:31,816 - mmaction - INFO - Epoch [3][40/627] lr: 5.999e-01, eta: 2 days, 14:43:48, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.1023, top5_acc: 0.2678, loss_cls: 4.5988, loss: 4.5988, grad_norm: 0.5803 2020-08-17 01:05:00,947 - mmaction - INFO - Epoch [3][60/627] lr: 5.999e-01, eta: 2 days, 14:44:45, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.0980, top5_acc: 0.2615, loss_cls: 4.6014, loss: 4.6014, grad_norm: 0.5714 2020-08-17 01:05:29,389 - mmaction - INFO - Epoch [3][80/627] lr: 5.999e-01, eta: 2 days, 14:44:26, time: 1.423, data_time: 0.007, memory: 8470, top1_acc: 0.0984, top5_acc: 0.2587, loss_cls: 4.6120, loss: 4.6120, grad_norm: 0.5898 2020-08-17 01:05:58,918 - mmaction - INFO - Epoch [3][100/627] lr: 5.999e-01, eta: 2 days, 14:46:18, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.0973, top5_acc: 0.2600, loss_cls: 4.6023, loss: 4.6023, grad_norm: 0.5766 2020-08-17 01:06:27,947 - mmaction - INFO - Epoch [3][120/627] lr: 5.999e-01, eta: 2 days, 14:47:03, time: 1.451, data_time: 0.004, memory: 8470, top1_acc: 0.1014, top5_acc: 0.2790, loss_cls: 4.5571, loss: 4.5571, grad_norm: 0.6000 2020-08-17 01:06:57,693 - mmaction - INFO - Epoch [3][140/627] lr: 5.999e-01, eta: 2 days, 14:49:02, time: 1.485, data_time: 0.003, memory: 8470, top1_acc: 0.1010, top5_acc: 0.2783, loss_cls: 4.5601, loss: 4.5601, grad_norm: 0.5933 2020-08-17 01:07:26,793 - mmaction - INFO - Epoch [3][160/627] lr: 5.999e-01, eta: 2 days, 14:49:56, time: 1.458, data_time: 0.006, memory: 8470, top1_acc: 0.1055, top5_acc: 0.2742, loss_cls: 4.5592, loss: 4.5592, grad_norm: 0.6003 2020-08-17 01:07:55,398 - mmaction - INFO - Epoch [3][180/627] lr: 5.999e-01, eta: 2 days, 14:49:43, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.1044, top5_acc: 0.2733, loss_cls: 4.5394, loss: 4.5394, grad_norm: 0.5905 2020-08-17 01:08:25,369 - mmaction - INFO - Epoch [3][200/627] lr: 5.999e-01, eta: 2 days, 14:52:05, time: 1.500, data_time: 0.005, memory: 8470, top1_acc: 0.1043, top5_acc: 0.2784, loss_cls: 4.5361, loss: 4.5361, grad_norm: 0.5988 2020-08-17 01:08:54,633 - mmaction - INFO - Epoch [3][220/627] lr: 5.999e-01, eta: 2 days, 14:53:02, time: 1.463, data_time: 0.002, memory: 8470, top1_acc: 0.1125, top5_acc: 0.2876, loss_cls: 4.5160, loss: 4.5160, grad_norm: 0.5929 2020-08-17 01:09:23,663 - mmaction - INFO - Epoch [3][240/627] lr: 5.999e-01, eta: 2 days, 14:53:31, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.1082, top5_acc: 0.2794, loss_cls: 4.5133, loss: 4.5133, grad_norm: 0.6200 2020-08-17 01:09:53,074 - mmaction - INFO - Epoch [3][260/627] lr: 5.999e-01, eta: 2 days, 14:54:44, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.1056, top5_acc: 0.2811, loss_cls: 4.5454, loss: 4.5454, grad_norm: 0.6053 2020-08-17 01:10:22,174 - mmaction - INFO - Epoch [3][280/627] lr: 5.999e-01, eta: 2 days, 14:55:14, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.1156, top5_acc: 0.2898, loss_cls: 4.4658, loss: 4.4658, grad_norm: 0.5995 2020-08-17 01:10:51,456 - mmaction - INFO - Epoch [3][300/627] lr: 5.999e-01, eta: 2 days, 14:56:11, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.1168, top5_acc: 0.2979, loss_cls: 4.4394, loss: 4.4394, grad_norm: 0.6135 2020-08-17 01:11:20,918 - mmaction - INFO - Epoch [3][320/627] lr: 5.999e-01, eta: 2 days, 14:57:14, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.1121, top5_acc: 0.2973, loss_cls: 4.4556, loss: 4.4556, grad_norm: 0.6150 2020-08-17 01:11:50,787 - mmaction - INFO - Epoch [3][340/627] lr: 5.999e-01, eta: 2 days, 14:59:01, time: 1.494, data_time: 0.005, memory: 8470, top1_acc: 0.1044, top5_acc: 0.2805, loss_cls: 4.5166, loss: 4.5166, grad_norm: 0.6081 2020-08-17 01:12:19,896 - mmaction - INFO - Epoch [3][360/627] lr: 5.999e-01, eta: 2 days, 14:59:32, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.1145, top5_acc: 0.2875, loss_cls: 4.4799, loss: 4.4799, grad_norm: 0.6389 2020-08-17 01:12:49,192 - mmaction - INFO - Epoch [3][380/627] lr: 5.999e-01, eta: 2 days, 15:00:15, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.1141, top5_acc: 0.2900, loss_cls: 4.4591, loss: 4.4591, grad_norm: 0.6134 2020-08-17 01:13:18,954 - mmaction - INFO - Epoch [3][400/627] lr: 5.999e-01, eta: 2 days, 15:01:45, time: 1.490, data_time: 0.005, memory: 8470, top1_acc: 0.1161, top5_acc: 0.2984, loss_cls: 4.4567, loss: 4.4567, grad_norm: 0.6181 2020-08-17 01:13:47,532 - mmaction - INFO - Epoch [3][420/627] lr: 5.999e-01, eta: 2 days, 15:01:12, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.1151, top5_acc: 0.3005, loss_cls: 4.4410, loss: 4.4410, grad_norm: 0.6124 2020-08-17 01:14:17,192 - mmaction - INFO - Epoch [3][440/627] lr: 5.999e-01, eta: 2 days, 15:02:31, time: 1.486, data_time: 0.006, memory: 8470, top1_acc: 0.1242, top5_acc: 0.3053, loss_cls: 4.3991, loss: 4.3991, grad_norm: 0.6228 2020-08-17 01:14:46,738 - mmaction - INFO - Epoch [3][460/627] lr: 5.999e-01, eta: 2 days, 15:03:29, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.1151, top5_acc: 0.3018, loss_cls: 4.4255, loss: 4.4255, grad_norm: 0.6431 2020-08-17 01:15:15,726 - mmaction - INFO - Epoch [3][480/627] lr: 5.999e-01, eta: 2 days, 15:03:37, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.1232, top5_acc: 0.3039, loss_cls: 4.4324, loss: 4.4324, grad_norm: 0.6107 2020-08-17 01:15:44,896 - mmaction - INFO - Epoch [3][500/627] lr: 5.999e-01, eta: 2 days, 15:04:03, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.1219, top5_acc: 0.3029, loss_cls: 4.4250, loss: 4.4250, grad_norm: 0.6262 2020-08-17 01:16:14,522 - mmaction - INFO - Epoch [3][520/627] lr: 5.999e-01, eta: 2 days, 15:05:03, time: 1.480, data_time: 0.005, memory: 8470, top1_acc: 0.1270, top5_acc: 0.3128, loss_cls: 4.3806, loss: 4.3806, grad_norm: 0.6307 2020-08-17 01:16:43,540 - mmaction - INFO - Epoch [3][540/627] lr: 5.999e-01, eta: 2 days, 15:05:13, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.1197, top5_acc: 0.3079, loss_cls: 4.4065, loss: 4.4065, grad_norm: 0.6191 2020-08-17 01:17:13,218 - mmaction - INFO - Epoch [3][560/627] lr: 5.999e-01, eta: 2 days, 15:06:17, time: 1.484, data_time: 0.002, memory: 8470, top1_acc: 0.1236, top5_acc: 0.3064, loss_cls: 4.4284, loss: 4.4284, grad_norm: 0.6269 2020-08-17 01:17:42,593 - mmaction - INFO - Epoch [3][580/627] lr: 5.999e-01, eta: 2 days, 15:06:50, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.1191, top5_acc: 0.2984, loss_cls: 4.4119, loss: 4.4119, grad_norm: 0.6164 2020-08-17 01:18:11,613 - mmaction - INFO - Epoch [3][600/627] lr: 5.999e-01, eta: 2 days, 15:06:57, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.1335, top5_acc: 0.3146, loss_cls: 4.3612, loss: 4.3612, grad_norm: 0.6176 2020-08-17 01:18:40,697 - mmaction - INFO - Epoch [3][620/627] lr: 5.999e-01, eta: 2 days, 15:07:06, time: 1.454, data_time: 0.002, memory: 8470, top1_acc: 0.1273, top5_acc: 0.3129, loss_cls: 4.3510, loss: 4.3510, grad_norm: 0.6429 2020-08-17 01:19:22,659 - mmaction - INFO - Epoch [4][20/627] lr: 5.998e-01, eta: 2 days, 14:58:18, time: 1.640, data_time: 0.393, memory: 8470, top1_acc: 0.1233, top5_acc: 0.3112, loss_cls: 4.4145, loss: 4.4145, grad_norm: 0.6413 2020-08-17 01:19:51,371 - mmaction - INFO - Epoch [4][40/627] lr: 5.998e-01, eta: 2 days, 14:58:03, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.1298, top5_acc: 0.3143, loss_cls: 4.3464, loss: 4.3464, grad_norm: 0.6262 2020-08-17 01:20:21,497 - mmaction - INFO - Epoch [4][60/627] lr: 5.998e-01, eta: 2 days, 14:59:39, time: 1.506, data_time: 0.005, memory: 8470, top1_acc: 0.1346, top5_acc: 0.3277, loss_cls: 4.3166, loss: 4.3166, grad_norm: 0.6472 2020-08-17 01:20:49,857 - mmaction - INFO - Epoch [4][80/627] lr: 5.998e-01, eta: 2 days, 14:58:51, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.1315, top5_acc: 0.3243, loss_cls: 4.3026, loss: 4.3026, grad_norm: 0.6455 2020-08-17 01:21:18,900 - mmaction - INFO - Epoch [4][100/627] lr: 5.998e-01, eta: 2 days, 14:58:56, time: 1.451, data_time: 0.004, memory: 8470, top1_acc: 0.1255, top5_acc: 0.3189, loss_cls: 4.3227, loss: 4.3227, grad_norm: 0.6431 2020-08-17 01:21:48,146 - mmaction - INFO - Epoch [4][120/627] lr: 5.998e-01, eta: 2 days, 14:59:20, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.1392, top5_acc: 0.3294, loss_cls: 4.3024, loss: 4.3024, grad_norm: 0.6600 2020-08-17 01:22:16,623 - mmaction - INFO - Epoch [4][140/627] lr: 5.998e-01, eta: 2 days, 14:58:41, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.1319, top5_acc: 0.3284, loss_cls: 4.3307, loss: 4.3307, grad_norm: 0.6442 2020-08-17 01:22:46,169 - mmaction - INFO - Epoch [4][160/627] lr: 5.998e-01, eta: 2 days, 14:59:26, time: 1.477, data_time: 0.002, memory: 8470, top1_acc: 0.1306, top5_acc: 0.3240, loss_cls: 4.3300, loss: 4.3300, grad_norm: 0.6388 2020-08-17 01:23:15,113 - mmaction - INFO - Epoch [4][180/627] lr: 5.998e-01, eta: 2 days, 14:59:19, time: 1.445, data_time: 0.004, memory: 8470, top1_acc: 0.1408, top5_acc: 0.3288, loss_cls: 4.3069, loss: 4.3069, grad_norm: 0.6321 2020-08-17 01:23:44,083 - mmaction - INFO - Epoch [4][200/627] lr: 5.998e-01, eta: 2 days, 14:59:19, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.1397, top5_acc: 0.3354, loss_cls: 4.3038, loss: 4.3038, grad_norm: 0.6417 2020-08-17 01:24:13,304 - mmaction - INFO - Epoch [4][220/627] lr: 5.998e-01, eta: 2 days, 14:59:33, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.1388, top5_acc: 0.3410, loss_cls: 4.2703, loss: 4.2703, grad_norm: 0.6383 2020-08-17 01:24:42,493 - mmaction - INFO - Epoch [4][240/627] lr: 5.998e-01, eta: 2 days, 14:59:47, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.1431, top5_acc: 0.3362, loss_cls: 4.2475, loss: 4.2475, grad_norm: 0.6703 2020-08-17 01:25:11,475 - mmaction - INFO - Epoch [4][260/627] lr: 5.998e-01, eta: 2 days, 14:59:46, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.1313, top5_acc: 0.3242, loss_cls: 4.3063, loss: 4.3063, grad_norm: 0.6469 2020-08-17 01:25:40,798 - mmaction - INFO - Epoch [4][280/627] lr: 5.998e-01, eta: 2 days, 15:00:07, time: 1.466, data_time: 0.002, memory: 8470, top1_acc: 0.1398, top5_acc: 0.3322, loss_cls: 4.2909, loss: 4.2909, grad_norm: 0.6669 2020-08-17 01:26:09,426 - mmaction - INFO - Epoch [4][300/627] lr: 5.998e-01, eta: 2 days, 14:59:35, time: 1.430, data_time: 0.004, memory: 8470, top1_acc: 0.1375, top5_acc: 0.3309, loss_cls: 4.2926, loss: 4.2926, grad_norm: 0.6404 2020-08-17 01:26:38,575 - mmaction - INFO - Epoch [4][320/627] lr: 5.998e-01, eta: 2 days, 14:59:45, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.1352, top5_acc: 0.3371, loss_cls: 4.2734, loss: 4.2734, grad_norm: 0.6527 2020-08-17 01:27:06,937 - mmaction - INFO - Epoch [4][340/627] lr: 5.998e-01, eta: 2 days, 14:58:53, time: 1.416, data_time: 0.004, memory: 8470, top1_acc: 0.1422, top5_acc: 0.3273, loss_cls: 4.2997, loss: 4.2997, grad_norm: 0.6584 2020-08-17 01:27:35,286 - mmaction - INFO - Epoch [4][360/627] lr: 5.998e-01, eta: 2 days, 14:58:05, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.1387, top5_acc: 0.3372, loss_cls: 4.2653, loss: 4.2653, grad_norm: 0.6652 2020-08-17 01:28:05,717 - mmaction - INFO - Epoch [4][380/627] lr: 5.998e-01, eta: 2 days, 14:59:38, time: 1.519, data_time: 0.005, memory: 8470, top1_acc: 0.1326, top5_acc: 0.3318, loss_cls: 4.2827, loss: 4.2827, grad_norm: 0.6638 2020-08-17 01:28:34,712 - mmaction - INFO - Epoch [4][400/627] lr: 5.998e-01, eta: 2 days, 14:59:34, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.1431, top5_acc: 0.3370, loss_cls: 4.2541, loss: 4.2541, grad_norm: 0.6582 2020-08-17 01:29:03,819 - mmaction - INFO - Epoch [4][420/627] lr: 5.998e-01, eta: 2 days, 14:59:35, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.1466, top5_acc: 0.3440, loss_cls: 4.2377, loss: 4.2377, grad_norm: 0.6725 2020-08-17 01:29:32,349 - mmaction - INFO - Epoch [4][440/627] lr: 5.998e-01, eta: 2 days, 14:59:00, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.1392, top5_acc: 0.3436, loss_cls: 4.2349, loss: 4.2349, grad_norm: 0.6640 2020-08-17 01:30:01,907 - mmaction - INFO - Epoch [4][460/627] lr: 5.998e-01, eta: 2 days, 14:59:31, time: 1.477, data_time: 0.004, memory: 8470, top1_acc: 0.1471, top5_acc: 0.3486, loss_cls: 4.2220, loss: 4.2220, grad_norm: 0.6708 2020-08-17 01:30:30,884 - mmaction - INFO - Epoch [4][480/627] lr: 5.998e-01, eta: 2 days, 14:59:23, time: 1.449, data_time: 0.003, memory: 8470, top1_acc: 0.1461, top5_acc: 0.3467, loss_cls: 4.2386, loss: 4.2386, grad_norm: 0.6744 2020-08-17 01:30:59,131 - mmaction - INFO - Epoch [4][500/627] lr: 5.998e-01, eta: 2 days, 14:58:24, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.1441, top5_acc: 0.3536, loss_cls: 4.2274, loss: 4.2274, grad_norm: 0.6676 2020-08-17 01:31:28,821 - mmaction - INFO - Epoch [4][520/627] lr: 5.998e-01, eta: 2 days, 14:59:03, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.1473, top5_acc: 0.3473, loss_cls: 4.2419, loss: 4.2419, grad_norm: 0.6654 2020-08-17 01:31:57,205 - mmaction - INFO - Epoch [4][540/627] lr: 5.998e-01, eta: 2 days, 14:58:14, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.1510, top5_acc: 0.3512, loss_cls: 4.2203, loss: 4.2203, grad_norm: 0.6773 2020-08-17 01:32:26,802 - mmaction - INFO - Epoch [4][560/627] lr: 5.998e-01, eta: 2 days, 14:58:47, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.1419, top5_acc: 0.3478, loss_cls: 4.2341, loss: 4.2341, grad_norm: 0.6908 2020-08-17 01:32:55,776 - mmaction - INFO - Epoch [4][580/627] lr: 5.998e-01, eta: 2 days, 14:58:37, time: 1.449, data_time: 0.004, memory: 8470, top1_acc: 0.1470, top5_acc: 0.3440, loss_cls: 4.2507, loss: 4.2507, grad_norm: 0.6459 2020-08-17 01:33:24,285 - mmaction - INFO - Epoch [4][600/627] lr: 5.998e-01, eta: 2 days, 14:57:56, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.1523, top5_acc: 0.3526, loss_cls: 4.1914, loss: 4.1914, grad_norm: 0.6632 2020-08-17 01:33:53,269 - mmaction - INFO - Epoch [4][620/627] lr: 5.998e-01, eta: 2 days, 14:57:47, time: 1.450, data_time: 0.004, memory: 8470, top1_acc: 0.1518, top5_acc: 0.3505, loss_cls: 4.1989, loss: 4.1989, grad_norm: 0.6706 2020-08-17 01:34:02,300 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-08-17 01:34:35,566 - mmaction - INFO - Epoch [5][20/627] lr: 5.996e-01, eta: 2 days, 14:48:53, time: 1.541, data_time: 0.289, memory: 8470, top1_acc: 0.1530, top5_acc: 0.3540, loss_cls: 4.1904, loss: 4.1904, grad_norm: 0.6831 2020-08-17 01:35:03,300 - mmaction - INFO - Epoch [5][40/627] lr: 5.996e-01, eta: 2 days, 14:47:33, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.1461, top5_acc: 0.3527, loss_cls: 4.1974, loss: 4.1974, grad_norm: 0.6693 2020-08-17 01:35:31,546 - mmaction - INFO - Epoch [5][60/627] lr: 5.996e-01, eta: 2 days, 14:46:41, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.1462, top5_acc: 0.3538, loss_cls: 4.1723, loss: 4.1723, grad_norm: 0.6874 2020-08-17 01:36:00,867 - mmaction - INFO - Epoch [5][80/627] lr: 5.996e-01, eta: 2 days, 14:46:54, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.1569, top5_acc: 0.3652, loss_cls: 4.1492, loss: 4.1492, grad_norm: 0.6760 2020-08-17 01:36:29,834 - mmaction - INFO - Epoch [5][100/627] lr: 5.996e-01, eta: 2 days, 14:46:48, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.1520, top5_acc: 0.3579, loss_cls: 4.1849, loss: 4.1849, grad_norm: 0.6921 2020-08-17 01:36:59,181 - mmaction - INFO - Epoch [5][120/627] lr: 5.996e-01, eta: 2 days, 14:47:02, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.1542, top5_acc: 0.3607, loss_cls: 4.1656, loss: 4.1656, grad_norm: 0.6926 2020-08-17 01:37:27,282 - mmaction - INFO - Epoch [5][140/627] lr: 5.996e-01, eta: 2 days, 14:46:03, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.1552, top5_acc: 0.3581, loss_cls: 4.1542, loss: 4.1542, grad_norm: 0.6857 2020-08-17 01:37:57,753 - mmaction - INFO - Epoch [5][160/627] lr: 5.996e-01, eta: 2 days, 14:47:23, time: 1.524, data_time: 0.002, memory: 8470, top1_acc: 0.1529, top5_acc: 0.3572, loss_cls: 4.1653, loss: 4.1653, grad_norm: 0.6839 2020-08-17 01:38:25,246 - mmaction - INFO - Epoch [5][180/627] lr: 5.996e-01, eta: 2 days, 14:45:44, time: 1.372, data_time: 0.004, memory: 8470, top1_acc: 0.1505, top5_acc: 0.3504, loss_cls: 4.1882, loss: 4.1882, grad_norm: 0.6730 2020-08-17 01:38:54,513 - mmaction - INFO - Epoch [5][200/627] lr: 5.996e-01, eta: 2 days, 14:45:55, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.1618, top5_acc: 0.3712, loss_cls: 4.1228, loss: 4.1228, grad_norm: 0.6913 2020-08-17 01:39:22,615 - mmaction - INFO - Epoch [5][220/627] lr: 5.996e-01, eta: 2 days, 14:44:53, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.1617, top5_acc: 0.3715, loss_cls: 4.1185, loss: 4.1185, grad_norm: 0.6824 2020-08-17 01:39:51,920 - mmaction - INFO - Epoch [5][240/627] lr: 5.996e-01, eta: 2 days, 14:45:05, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.1556, top5_acc: 0.3572, loss_cls: 4.1453, loss: 4.1453, grad_norm: 0.6992 2020-08-17 01:40:20,708 - mmaction - INFO - Epoch [5][260/627] lr: 5.996e-01, eta: 2 days, 14:44:43, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.1570, top5_acc: 0.3678, loss_cls: 4.1294, loss: 4.1294, grad_norm: 0.6957 2020-08-17 01:40:49,234 - mmaction - INFO - Epoch [5][280/627] lr: 5.996e-01, eta: 2 days, 14:44:09, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.1477, top5_acc: 0.3633, loss_cls: 4.1430, loss: 4.1430, grad_norm: 0.6965 2020-08-17 01:41:18,217 - mmaction - INFO - Epoch [5][300/627] lr: 5.996e-01, eta: 2 days, 14:44:00, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.1543, top5_acc: 0.3613, loss_cls: 4.1434, loss: 4.1434, grad_norm: 0.6945 2020-08-17 01:41:47,335 - mmaction - INFO - Epoch [5][320/627] lr: 5.996e-01, eta: 2 days, 14:43:56, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.1600, top5_acc: 0.3598, loss_cls: 4.1176, loss: 4.1176, grad_norm: 0.6979 2020-08-17 01:42:16,372 - mmaction - INFO - Epoch [5][340/627] lr: 5.996e-01, eta: 2 days, 14:43:51, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.1533, top5_acc: 0.3647, loss_cls: 4.1723, loss: 4.1723, grad_norm: 0.7128 2020-08-17 01:42:44,978 - mmaction - INFO - Epoch [5][360/627] lr: 5.996e-01, eta: 2 days, 14:43:21, time: 1.431, data_time: 0.003, memory: 8470, top1_acc: 0.1564, top5_acc: 0.3594, loss_cls: 4.1506, loss: 4.1506, grad_norm: 0.6919 2020-08-17 01:43:14,571 - mmaction - INFO - Epoch [5][380/627] lr: 5.996e-01, eta: 2 days, 14:43:43, time: 1.478, data_time: 0.002, memory: 8470, top1_acc: 0.1598, top5_acc: 0.3738, loss_cls: 4.1142, loss: 4.1142, grad_norm: 0.7025 2020-08-17 01:43:43,403 - mmaction - INFO - Epoch [5][400/627] lr: 5.996e-01, eta: 2 days, 14:43:25, time: 1.443, data_time: 0.003, memory: 8470, top1_acc: 0.1602, top5_acc: 0.3669, loss_cls: 4.1246, loss: 4.1246, grad_norm: 0.6872 2020-08-17 01:44:12,041 - mmaction - INFO - Epoch [5][420/627] lr: 5.996e-01, eta: 2 days, 14:42:54, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.1633, top5_acc: 0.3724, loss_cls: 4.0968, loss: 4.0968, grad_norm: 0.7177 2020-08-17 01:44:41,387 - mmaction - INFO - Epoch [5][440/627] lr: 5.996e-01, eta: 2 days, 14:43:04, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.1613, top5_acc: 0.3814, loss_cls: 4.1044, loss: 4.1044, grad_norm: 0.6941 2020-08-17 01:45:09,436 - mmaction - INFO - Epoch [5][460/627] lr: 5.996e-01, eta: 2 days, 14:42:03, time: 1.402, data_time: 0.004, memory: 8470, top1_acc: 0.1605, top5_acc: 0.3743, loss_cls: 4.0936, loss: 4.0936, grad_norm: 0.7008 2020-08-17 01:45:38,297 - mmaction - INFO - Epoch [5][480/627] lr: 5.996e-01, eta: 2 days, 14:41:45, time: 1.443, data_time: 0.002, memory: 8470, top1_acc: 0.1639, top5_acc: 0.3796, loss_cls: 4.1105, loss: 4.1105, grad_norm: 0.6917 2020-08-17 01:46:06,624 - mmaction - INFO - Epoch [5][500/627] lr: 5.996e-01, eta: 2 days, 14:40:57, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.1671, top5_acc: 0.3733, loss_cls: 4.0989, loss: 4.0989, grad_norm: 0.7043 2020-08-17 01:46:35,298 - mmaction - INFO - Epoch [5][520/627] lr: 5.996e-01, eta: 2 days, 14:40:32, time: 1.436, data_time: 0.007, memory: 8470, top1_acc: 0.1628, top5_acc: 0.3749, loss_cls: 4.1059, loss: 4.1059, grad_norm: 0.7034 2020-08-17 01:47:04,026 - mmaction - INFO - Epoch [5][540/627] lr: 5.996e-01, eta: 2 days, 14:40:04, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.1565, top5_acc: 0.3656, loss_cls: 4.1101, loss: 4.1101, grad_norm: 0.7068 2020-08-17 01:47:33,099 - mmaction - INFO - Epoch [5][560/627] lr: 5.996e-01, eta: 2 days, 14:39:59, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.1751, top5_acc: 0.3814, loss_cls: 4.0664, loss: 4.0664, grad_norm: 0.7061 2020-08-17 01:48:01,528 - mmaction - INFO - Epoch [5][580/627] lr: 5.996e-01, eta: 2 days, 14:39:19, time: 1.422, data_time: 0.002, memory: 8470, top1_acc: 0.1693, top5_acc: 0.3797, loss_cls: 4.0722, loss: 4.0722, grad_norm: 0.6902 2020-08-17 01:48:29,867 - mmaction - INFO - Epoch [5][600/627] lr: 5.996e-01, eta: 2 days, 14:38:33, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.1665, top5_acc: 0.3883, loss_cls: 4.0552, loss: 4.0552, grad_norm: 0.7128 2020-08-17 01:48:59,346 - mmaction - INFO - Epoch [5][620/627] lr: 5.996e-01, eta: 2 days, 14:38:47, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.1622, top5_acc: 0.3771, loss_cls: 4.0896, loss: 4.0896, grad_norm: 0.7056 2020-08-17 01:49:41,214 - mmaction - INFO - Epoch [6][20/627] lr: 5.994e-01, eta: 2 days, 14:33:23, time: 1.649, data_time: 0.369, memory: 8470, top1_acc: 0.1633, top5_acc: 0.3740, loss_cls: 4.1147, loss: 4.1147, grad_norm: 0.6941 2020-08-17 01:50:10,518 - mmaction - INFO - Epoch [6][40/627] lr: 5.994e-01, eta: 2 days, 14:33:28, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.1678, top5_acc: 0.3796, loss_cls: 4.0566, loss: 4.0566, grad_norm: 0.7185 2020-08-17 01:50:38,392 - mmaction - INFO - Epoch [6][60/627] lr: 5.994e-01, eta: 2 days, 14:32:23, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.1678, top5_acc: 0.3828, loss_cls: 4.0590, loss: 4.0590, grad_norm: 0.7069 2020-08-17 01:51:06,135 - mmaction - INFO - Epoch [6][80/627] lr: 5.994e-01, eta: 2 days, 14:31:11, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.1712, top5_acc: 0.3984, loss_cls: 4.0201, loss: 4.0201, grad_norm: 0.7235 2020-08-17 01:51:34,510 - mmaction - INFO - Epoch [6][100/627] lr: 5.994e-01, eta: 2 days, 14:30:29, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.1745, top5_acc: 0.3911, loss_cls: 4.0318, loss: 4.0318, grad_norm: 0.7086 2020-08-17 01:52:02,573 - mmaction - INFO - Epoch [6][120/627] lr: 5.994e-01, eta: 2 days, 14:29:35, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.1704, top5_acc: 0.3880, loss_cls: 4.0341, loss: 4.0341, grad_norm: 0.7232 2020-08-17 01:52:31,291 - mmaction - INFO - Epoch [6][140/627] lr: 5.994e-01, eta: 2 days, 14:29:10, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.1695, top5_acc: 0.3913, loss_cls: 4.0228, loss: 4.0228, grad_norm: 0.7032 2020-08-17 01:53:00,449 - mmaction - INFO - Epoch [6][160/627] lr: 5.994e-01, eta: 2 days, 14:29:08, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.1699, top5_acc: 0.3884, loss_cls: 4.0350, loss: 4.0350, grad_norm: 0.7224 2020-08-17 01:53:30,067 - mmaction - INFO - Epoch [6][180/627] lr: 5.994e-01, eta: 2 days, 14:29:27, time: 1.480, data_time: 0.007, memory: 8470, top1_acc: 0.1688, top5_acc: 0.3841, loss_cls: 4.0490, loss: 4.0490, grad_norm: 0.7167 2020-08-17 01:53:58,688 - mmaction - INFO - Epoch [6][200/627] lr: 5.994e-01, eta: 2 days, 14:29:00, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.1767, top5_acc: 0.3957, loss_cls: 3.9992, loss: 3.9992, grad_norm: 0.7123 2020-08-17 01:54:27,340 - mmaction - INFO - Epoch [6][220/627] lr: 5.994e-01, eta: 2 days, 14:28:30, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.1750, top5_acc: 0.3960, loss_cls: 3.9994, loss: 3.9994, grad_norm: 0.7176 2020-08-17 01:54:57,667 - mmaction - INFO - Epoch [6][240/627] lr: 5.994e-01, eta: 2 days, 14:29:23, time: 1.519, data_time: 0.005, memory: 8470, top1_acc: 0.1712, top5_acc: 0.3960, loss_cls: 4.0111, loss: 4.0111, grad_norm: 0.7051 2020-08-17 01:55:25,506 - mmaction - INFO - Epoch [6][260/627] lr: 5.994e-01, eta: 2 days, 14:28:16, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.1728, top5_acc: 0.3859, loss_cls: 4.0290, loss: 4.0290, grad_norm: 0.7195 2020-08-17 01:55:54,072 - mmaction - INFO - Epoch [6][280/627] lr: 5.994e-01, eta: 2 days, 14:27:46, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.1732, top5_acc: 0.3930, loss_cls: 4.0201, loss: 4.0201, grad_norm: 0.7218 2020-08-17 01:56:22,752 - mmaction - INFO - Epoch [6][300/627] lr: 5.994e-01, eta: 2 days, 14:27:18, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.1801, top5_acc: 0.3974, loss_cls: 3.9952, loss: 3.9952, grad_norm: 0.7204 2020-08-17 01:56:51,879 - mmaction - INFO - Epoch [6][320/627] lr: 5.994e-01, eta: 2 days, 14:27:11, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.1786, top5_acc: 0.3870, loss_cls: 4.0173, loss: 4.0173, grad_norm: 0.7338 2020-08-17 01:57:20,041 - mmaction - INFO - Epoch [6][340/627] lr: 5.994e-01, eta: 2 days, 14:26:24, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.1785, top5_acc: 0.3978, loss_cls: 3.9997, loss: 3.9997, grad_norm: 0.7393 2020-08-17 01:57:48,461 - mmaction - INFO - Epoch [6][360/627] lr: 5.994e-01, eta: 2 days, 14:25:45, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.1743, top5_acc: 0.4008, loss_cls: 3.9639, loss: 3.9639, grad_norm: 0.7273 2020-08-17 01:58:16,822 - mmaction - INFO - Epoch [6][380/627] lr: 5.994e-01, eta: 2 days, 14:25:05, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.1823, top5_acc: 0.4016, loss_cls: 3.9748, loss: 3.9748, grad_norm: 0.7364 2020-08-17 01:58:45,740 - mmaction - INFO - Epoch [6][400/627] lr: 5.994e-01, eta: 2 days, 14:24:50, time: 1.447, data_time: 0.003, memory: 8470, top1_acc: 0.1766, top5_acc: 0.3914, loss_cls: 4.0155, loss: 4.0155, grad_norm: 0.7456 2020-08-17 01:59:13,978 - mmaction - INFO - Epoch [6][420/627] lr: 5.994e-01, eta: 2 days, 14:24:03, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.1728, top5_acc: 0.3913, loss_cls: 4.0288, loss: 4.0288, grad_norm: 0.7262 2020-08-17 01:59:42,611 - mmaction - INFO - Epoch [6][440/627] lr: 5.994e-01, eta: 2 days, 14:23:34, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.1763, top5_acc: 0.3896, loss_cls: 4.0165, loss: 4.0165, grad_norm: 0.7401 2020-08-17 02:00:12,658 - mmaction - INFO - Epoch [6][460/627] lr: 5.994e-01, eta: 2 days, 14:24:03, time: 1.497, data_time: 0.007, memory: 8470, top1_acc: 0.1801, top5_acc: 0.3991, loss_cls: 3.9707, loss: 3.9707, grad_norm: 0.7278 2020-08-17 02:00:40,271 - mmaction - INFO - Epoch [6][480/627] lr: 5.994e-01, eta: 2 days, 14:22:56, time: 1.388, data_time: 0.015, memory: 8470, top1_acc: 0.1862, top5_acc: 0.4026, loss_cls: 3.9620, loss: 3.9620, grad_norm: 0.7251 2020-08-17 02:01:08,791 - mmaction - INFO - Epoch [6][500/627] lr: 5.994e-01, eta: 2 days, 14:22:22, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.1732, top5_acc: 0.3980, loss_cls: 3.9942, loss: 3.9942, grad_norm: 0.7441 2020-08-17 02:01:37,982 - mmaction - INFO - Epoch [6][520/627] lr: 5.994e-01, eta: 2 days, 14:22:18, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.1758, top5_acc: 0.3992, loss_cls: 3.9894, loss: 3.9894, grad_norm: 0.7250 2020-08-17 02:02:06,330 - mmaction - INFO - Epoch [6][540/627] lr: 5.994e-01, eta: 2 days, 14:21:38, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.1801, top5_acc: 0.4030, loss_cls: 3.9934, loss: 3.9934, grad_norm: 0.7261 2020-08-17 02:02:35,000 - mmaction - INFO - Epoch [6][560/627] lr: 5.994e-01, eta: 2 days, 14:21:09, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.1773, top5_acc: 0.4059, loss_cls: 3.9737, loss: 3.9737, grad_norm: 0.7315 2020-08-17 02:03:03,485 - mmaction - INFO - Epoch [6][580/627] lr: 5.994e-01, eta: 2 days, 14:20:35, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.1810, top5_acc: 0.4062, loss_cls: 3.9843, loss: 3.9843, grad_norm: 0.7224 2020-08-17 02:03:31,983 - mmaction - INFO - Epoch [6][600/627] lr: 5.994e-01, eta: 2 days, 14:20:02, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.1868, top5_acc: 0.4051, loss_cls: 3.9441, loss: 3.9441, grad_norm: 0.7414 2020-08-17 02:03:59,705 - mmaction - INFO - Epoch [6][620/627] lr: 5.994e-01, eta: 2 days, 14:18:54, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.1740, top5_acc: 0.3953, loss_cls: 4.0017, loss: 4.0017, grad_norm: 0.7548 2020-08-17 02:04:41,908 - mmaction - INFO - Epoch [7][20/627] lr: 5.992e-01, eta: 2 days, 14:14:38, time: 1.669, data_time: 0.503, memory: 8470, top1_acc: 0.1751, top5_acc: 0.3988, loss_cls: 3.9875, loss: 3.9875, grad_norm: 0.7437 2020-08-17 02:05:09,890 - mmaction - INFO - Epoch [7][40/627] lr: 5.992e-01, eta: 2 days, 14:13:47, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.1854, top5_acc: 0.4023, loss_cls: 3.9511, loss: 3.9511, grad_norm: 0.7418 2020-08-17 02:05:38,567 - mmaction - INFO - Epoch [7][60/627] lr: 5.992e-01, eta: 2 days, 14:13:21, time: 1.434, data_time: 0.001, memory: 8470, top1_acc: 0.1786, top5_acc: 0.3990, loss_cls: 3.9631, loss: 3.9631, grad_norm: 0.7371 2020-08-17 02:06:06,662 - mmaction - INFO - Epoch [7][80/627] lr: 5.992e-01, eta: 2 days, 14:12:31, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.1849, top5_acc: 0.4098, loss_cls: 3.9324, loss: 3.9324, grad_norm: 0.7490 2020-08-17 02:06:36,931 - mmaction - INFO - Epoch [7][100/627] lr: 5.992e-01, eta: 2 days, 14:13:12, time: 1.515, data_time: 0.005, memory: 8470, top1_acc: 0.1878, top5_acc: 0.4118, loss_cls: 3.9406, loss: 3.9406, grad_norm: 0.7463 2020-08-17 02:07:04,966 - mmaction - INFO - Epoch [7][120/627] lr: 5.992e-01, eta: 2 days, 14:12:20, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.1829, top5_acc: 0.4020, loss_cls: 3.9676, loss: 3.9676, grad_norm: 0.7452 2020-08-17 02:07:33,580 - mmaction - INFO - Epoch [7][140/627] lr: 5.992e-01, eta: 2 days, 14:11:52, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.1845, top5_acc: 0.4079, loss_cls: 3.9401, loss: 3.9401, grad_norm: 0.7306 2020-08-17 02:08:02,138 - mmaction - INFO - Epoch [7][160/627] lr: 5.992e-01, eta: 2 days, 14:11:23, time: 1.429, data_time: 0.003, memory: 8470, top1_acc: 0.1878, top5_acc: 0.4121, loss_cls: 3.9149, loss: 3.9149, grad_norm: 0.7455 2020-08-17 02:08:30,806 - mmaction - INFO - Epoch [7][180/627] lr: 5.992e-01, eta: 2 days, 14:10:57, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.1906, top5_acc: 0.4223, loss_cls: 3.8973, loss: 3.8973, grad_norm: 0.7368 2020-08-17 02:08:59,220 - mmaction - INFO - Epoch [7][200/627] lr: 5.992e-01, eta: 2 days, 14:10:22, time: 1.422, data_time: 0.004, memory: 8470, top1_acc: 0.1901, top5_acc: 0.4078, loss_cls: 3.9391, loss: 3.9391, grad_norm: 0.7568 2020-08-17 02:09:27,321 - mmaction - INFO - Epoch [7][220/627] lr: 5.992e-01, eta: 2 days, 14:09:32, time: 1.403, data_time: 0.004, memory: 8470, top1_acc: 0.1885, top5_acc: 0.4122, loss_cls: 3.9176, loss: 3.9176, grad_norm: 0.7439 2020-08-17 02:09:55,868 - mmaction - INFO - Epoch [7][240/627] lr: 5.992e-01, eta: 2 days, 14:09:03, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.1829, top5_acc: 0.4078, loss_cls: 3.9385, loss: 3.9385, grad_norm: 0.7474 2020-08-17 02:10:24,647 - mmaction - INFO - Epoch [7][260/627] lr: 5.992e-01, eta: 2 days, 14:08:40, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.1909, top5_acc: 0.4173, loss_cls: 3.9290, loss: 3.9290, grad_norm: 0.7448 2020-08-17 02:10:53,290 - mmaction - INFO - Epoch [7][280/627] lr: 5.992e-01, eta: 2 days, 14:08:15, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.1918, top5_acc: 0.4215, loss_cls: 3.8877, loss: 3.8877, grad_norm: 0.7563 2020-08-17 02:11:21,626 - mmaction - INFO - Epoch [7][300/627] lr: 5.992e-01, eta: 2 days, 14:07:35, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.1827, top5_acc: 0.4081, loss_cls: 3.9491, loss: 3.9491, grad_norm: 0.7536 2020-08-17 02:11:50,861 - mmaction - INFO - Epoch [7][320/627] lr: 5.992e-01, eta: 2 days, 14:07:33, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.1822, top5_acc: 0.4142, loss_cls: 3.9007, loss: 3.9007, grad_norm: 0.7515 2020-08-17 02:12:19,941 - mmaction - INFO - Epoch [7][340/627] lr: 5.992e-01, eta: 2 days, 14:07:21, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.1937, top5_acc: 0.4180, loss_cls: 3.8985, loss: 3.8985, grad_norm: 0.7561 2020-08-17 02:12:48,638 - mmaction - INFO - Epoch [7][360/627] lr: 5.992e-01, eta: 2 days, 14:06:56, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.1930, top5_acc: 0.4197, loss_cls: 3.9007, loss: 3.9007, grad_norm: 0.7629 2020-08-17 02:13:16,915 - mmaction - INFO - Epoch [7][380/627] lr: 5.992e-01, eta: 2 days, 14:06:17, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.1904, top5_acc: 0.4087, loss_cls: 3.9326, loss: 3.9326, grad_norm: 0.7385 2020-08-17 02:13:46,135 - mmaction - INFO - Epoch [7][400/627] lr: 5.992e-01, eta: 2 days, 14:06:10, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.1938, top5_acc: 0.4237, loss_cls: 3.8994, loss: 3.8994, grad_norm: 0.7563 2020-08-17 02:14:14,627 - mmaction - INFO - Epoch [7][420/627] lr: 5.992e-01, eta: 2 days, 14:05:38, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.1921, top5_acc: 0.4182, loss_cls: 3.8943, loss: 3.8943, grad_norm: 0.7438 2020-08-17 02:14:43,609 - mmaction - INFO - Epoch [7][440/627] lr: 5.992e-01, eta: 2 days, 14:05:24, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.1962, top5_acc: 0.4298, loss_cls: 3.8614, loss: 3.8614, grad_norm: 0.7465 2020-08-17 02:15:12,091 - mmaction - INFO - Epoch [7][460/627] lr: 5.992e-01, eta: 2 days, 14:04:50, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.2016, top5_acc: 0.4322, loss_cls: 3.8662, loss: 3.8662, grad_norm: 0.7585 2020-08-17 02:15:41,298 - mmaction - INFO - Epoch [7][480/627] lr: 5.992e-01, eta: 2 days, 14:04:46, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.1996, top5_acc: 0.4224, loss_cls: 3.8824, loss: 3.8824, grad_norm: 0.7474 2020-08-17 02:16:09,798 - mmaction - INFO - Epoch [7][500/627] lr: 5.992e-01, eta: 2 days, 14:04:12, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.1986, top5_acc: 0.4193, loss_cls: 3.8863, loss: 3.8863, grad_norm: 0.7579 2020-08-17 02:16:38,074 - mmaction - INFO - Epoch [7][520/627] lr: 5.992e-01, eta: 2 days, 14:03:33, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.1951, top5_acc: 0.4301, loss_cls: 3.8448, loss: 3.8448, grad_norm: 0.7611 2020-08-17 02:17:07,031 - mmaction - INFO - Epoch [7][540/627] lr: 5.992e-01, eta: 2 days, 14:03:16, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.2003, top5_acc: 0.4174, loss_cls: 3.8988, loss: 3.8988, grad_norm: 0.7537 2020-08-17 02:17:36,029 - mmaction - INFO - Epoch [7][560/627] lr: 5.992e-01, eta: 2 days, 14:03:03, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.1967, top5_acc: 0.4275, loss_cls: 3.8303, loss: 3.8303, grad_norm: 0.7696 2020-08-17 02:18:04,316 - mmaction - INFO - Epoch [7][580/627] lr: 5.992e-01, eta: 2 days, 14:02:22, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.1883, top5_acc: 0.4176, loss_cls: 3.8802, loss: 3.8802, grad_norm: 0.7532 2020-08-17 02:18:35,618 - mmaction - INFO - Epoch [7][600/627] lr: 5.992e-01, eta: 2 days, 14:03:29, time: 1.565, data_time: 0.005, memory: 8470, top1_acc: 0.1897, top5_acc: 0.4238, loss_cls: 3.8808, loss: 3.8808, grad_norm: 0.7569 2020-08-17 02:19:03,040 - mmaction - INFO - Epoch [7][620/627] lr: 5.992e-01, eta: 2 days, 14:02:20, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.1924, top5_acc: 0.4217, loss_cls: 3.8815, loss: 3.8815, grad_norm: 0.7501 2020-08-17 02:19:44,991 - mmaction - INFO - Epoch [8][20/627] lr: 5.989e-01, eta: 2 days, 13:58:15, time: 1.640, data_time: 0.405, memory: 8470, top1_acc: 0.1943, top5_acc: 0.4146, loss_cls: 3.8968, loss: 3.8968, grad_norm: 0.7785 2020-08-17 02:20:14,744 - mmaction - INFO - Epoch [8][40/627] lr: 5.989e-01, eta: 2 days, 13:58:28, time: 1.488, data_time: 0.006, memory: 8470, top1_acc: 0.2073, top5_acc: 0.4324, loss_cls: 3.8224, loss: 3.8224, grad_norm: 0.7572 2020-08-17 02:20:41,383 - mmaction - INFO - Epoch [8][60/627] lr: 5.989e-01, eta: 2 days, 13:56:53, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.2025, top5_acc: 0.4280, loss_cls: 3.8451, loss: 3.8451, grad_norm: 0.7584 2020-08-17 02:21:10,771 - mmaction - INFO - Epoch [8][80/627] lr: 5.989e-01, eta: 2 days, 13:56:51, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.2064, top5_acc: 0.4310, loss_cls: 3.8323, loss: 3.8323, grad_norm: 0.7509 2020-08-17 02:21:38,888 - mmaction - INFO - Epoch [8][100/627] lr: 5.989e-01, eta: 2 days, 13:56:07, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.1999, top5_acc: 0.4199, loss_cls: 3.8624, loss: 3.8624, grad_norm: 0.7860 2020-08-17 02:22:07,322 - mmaction - INFO - Epoch [8][120/627] lr: 5.989e-01, eta: 2 days, 13:55:33, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.2000, top5_acc: 0.4303, loss_cls: 3.8353, loss: 3.8353, grad_norm: 0.7701 2020-08-17 02:22:35,578 - mmaction - INFO - Epoch [8][140/627] lr: 5.989e-01, eta: 2 days, 13:54:54, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.2060, top5_acc: 0.4322, loss_cls: 3.8367, loss: 3.8367, grad_norm: 0.7737 2020-08-17 02:23:04,274 - mmaction - INFO - Epoch [8][160/627] lr: 5.989e-01, eta: 2 days, 13:54:29, time: 1.435, data_time: 0.003, memory: 8470, top1_acc: 0.1948, top5_acc: 0.4245, loss_cls: 3.8841, loss: 3.8841, grad_norm: 0.7664 2020-08-17 02:23:33,618 - mmaction - INFO - Epoch [8][180/627] lr: 5.989e-01, eta: 2 days, 13:54:25, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.1996, top5_acc: 0.4293, loss_cls: 3.8496, loss: 3.8496, grad_norm: 0.7593 2020-08-17 02:24:01,356 - mmaction - INFO - Epoch [8][200/627] lr: 5.989e-01, eta: 2 days, 13:53:30, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.8464, loss: 3.8464, grad_norm: 0.7541 2020-08-17 02:24:29,411 - mmaction - INFO - Epoch [8][220/627] lr: 5.989e-01, eta: 2 days, 13:52:43, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.2009, top5_acc: 0.4246, loss_cls: 3.8796, loss: 3.8796, grad_norm: 0.7842 2020-08-17 02:24:58,311 - mmaction - INFO - Epoch [8][240/627] lr: 5.989e-01, eta: 2 days, 13:52:25, time: 1.445, data_time: 0.002, memory: 8470, top1_acc: 0.1980, top5_acc: 0.4260, loss_cls: 3.8520, loss: 3.8520, grad_norm: 0.7626 2020-08-17 02:25:27,446 - mmaction - INFO - Epoch [8][260/627] lr: 5.989e-01, eta: 2 days, 13:52:15, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.2008, top5_acc: 0.4201, loss_cls: 3.8735, loss: 3.8735, grad_norm: 0.7553 2020-08-17 02:25:55,250 - mmaction - INFO - Epoch [8][280/627] lr: 5.989e-01, eta: 2 days, 13:51:21, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.2009, top5_acc: 0.4337, loss_cls: 3.8241, loss: 3.8241, grad_norm: 0.7777 2020-08-17 02:26:23,645 - mmaction - INFO - Epoch [8][300/627] lr: 5.989e-01, eta: 2 days, 13:50:45, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.2074, top5_acc: 0.4354, loss_cls: 3.8090, loss: 3.8090, grad_norm: 0.8006 2020-08-17 02:26:51,974 - mmaction - INFO - Epoch [8][320/627] lr: 5.989e-01, eta: 2 days, 13:50:10, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.2117, top5_acc: 0.4397, loss_cls: 3.8134, loss: 3.8134, grad_norm: 0.7707 2020-08-17 02:27:21,301 - mmaction - INFO - Epoch [8][340/627] lr: 5.989e-01, eta: 2 days, 13:50:04, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.1982, top5_acc: 0.4358, loss_cls: 3.8324, loss: 3.8324, grad_norm: 0.7795 2020-08-17 02:27:49,678 - mmaction - INFO - Epoch [8][360/627] lr: 5.989e-01, eta: 2 days, 13:49:31, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.2124, top5_acc: 0.4441, loss_cls: 3.7671, loss: 3.7671, grad_norm: 0.7755 2020-08-17 02:28:18,891 - mmaction - INFO - Epoch [8][380/627] lr: 5.989e-01, eta: 2 days, 13:49:23, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.1991, top5_acc: 0.4362, loss_cls: 3.8254, loss: 3.8254, grad_norm: 0.7719 2020-08-17 02:28:48,271 - mmaction - INFO - Epoch [8][400/627] lr: 5.989e-01, eta: 2 days, 13:49:19, time: 1.467, data_time: 0.002, memory: 8470, top1_acc: 0.2098, top5_acc: 0.4467, loss_cls: 3.7763, loss: 3.7763, grad_norm: 0.7567 2020-08-17 02:29:17,140 - mmaction - INFO - Epoch [8][420/627] lr: 5.989e-01, eta: 2 days, 13:49:00, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.2077, top5_acc: 0.4379, loss_cls: 3.8111, loss: 3.8111, grad_norm: 0.7837 2020-08-17 02:29:45,652 - mmaction - INFO - Epoch [8][440/627] lr: 5.989e-01, eta: 2 days, 13:48:30, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.1928, top5_acc: 0.4313, loss_cls: 3.8242, loss: 3.8242, grad_norm: 0.7677 2020-08-17 02:30:14,745 - mmaction - INFO - Epoch [8][460/627] lr: 5.989e-01, eta: 2 days, 13:48:17, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.2065, top5_acc: 0.4361, loss_cls: 3.8097, loss: 3.8097, grad_norm: 0.7690 2020-08-17 02:30:43,253 - mmaction - INFO - Epoch [8][480/627] lr: 5.989e-01, eta: 2 days, 13:47:46, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.2079, top5_acc: 0.4436, loss_cls: 3.7971, loss: 3.7971, grad_norm: 0.7843 2020-08-17 02:31:10,429 - mmaction - INFO - Epoch [8][500/627] lr: 5.989e-01, eta: 2 days, 13:46:32, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.2126, top5_acc: 0.4408, loss_cls: 3.8048, loss: 3.8048, grad_norm: 0.7824 2020-08-17 02:31:39,973 - mmaction - INFO - Epoch [8][520/627] lr: 5.989e-01, eta: 2 days, 13:46:35, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.2102, top5_acc: 0.4436, loss_cls: 3.7867, loss: 3.7867, grad_norm: 0.7781 2020-08-17 02:32:09,621 - mmaction - INFO - Epoch [8][540/627] lr: 5.989e-01, eta: 2 days, 13:46:39, time: 1.481, data_time: 0.002, memory: 8470, top1_acc: 0.2043, top5_acc: 0.4293, loss_cls: 3.8266, loss: 3.8266, grad_norm: 0.7924 2020-08-17 02:32:39,547 - mmaction - INFO - Epoch [8][560/627] lr: 5.989e-01, eta: 2 days, 13:46:53, time: 1.497, data_time: 0.005, memory: 8470, top1_acc: 0.2077, top5_acc: 0.4371, loss_cls: 3.7962, loss: 3.7962, grad_norm: 0.7715 2020-08-17 02:33:07,119 - mmaction - INFO - Epoch [8][580/627] lr: 5.989e-01, eta: 2 days, 13:45:52, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.2044, top5_acc: 0.4437, loss_cls: 3.7808, loss: 3.7808, grad_norm: 0.7749 2020-08-17 02:33:34,914 - mmaction - INFO - Epoch [8][600/627] lr: 5.989e-01, eta: 2 days, 13:44:59, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.2105, top5_acc: 0.4480, loss_cls: 3.7895, loss: 3.7895, grad_norm: 0.7890 2020-08-17 02:34:02,776 - mmaction - INFO - Epoch [8][620/627] lr: 5.989e-01, eta: 2 days, 13:44:08, time: 1.393, data_time: 0.002, memory: 8470, top1_acc: 0.2074, top5_acc: 0.4362, loss_cls: 3.8021, loss: 3.8021, grad_norm: 0.7690 2020-08-17 02:34:12,336 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-08-17 02:34:44,434 - mmaction - INFO - Epoch [9][20/627] lr: 5.986e-01, eta: 2 days, 13:39:12, time: 1.513, data_time: 0.329, memory: 8470, top1_acc: 0.2026, top5_acc: 0.4397, loss_cls: 3.8170, loss: 3.8170, grad_norm: 0.7846 2020-08-17 02:35:15,043 - mmaction - INFO - Epoch [9][40/627] lr: 5.986e-01, eta: 2 days, 13:39:47, time: 1.531, data_time: 0.005, memory: 8470, top1_acc: 0.2118, top5_acc: 0.4487, loss_cls: 3.7607, loss: 3.7607, grad_norm: 0.7810 2020-08-17 02:35:42,379 - mmaction - INFO - Epoch [9][60/627] lr: 5.986e-01, eta: 2 days, 13:38:40, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.2154, top5_acc: 0.4496, loss_cls: 3.7610, loss: 3.7610, grad_norm: 0.7818 2020-08-17 02:36:09,926 - mmaction - INFO - Epoch [9][80/627] lr: 5.986e-01, eta: 2 days, 13:37:42, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.2043, top5_acc: 0.4456, loss_cls: 3.7790, loss: 3.7790, grad_norm: 0.7849 2020-08-17 02:36:39,591 - mmaction - INFO - Epoch [9][100/627] lr: 5.986e-01, eta: 2 days, 13:37:47, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.2069, top5_acc: 0.4508, loss_cls: 3.7486, loss: 3.7486, grad_norm: 0.7933 2020-08-17 02:37:06,774 - mmaction - INFO - Epoch [9][120/627] lr: 5.986e-01, eta: 2 days, 13:36:37, time: 1.359, data_time: 0.002, memory: 8470, top1_acc: 0.2094, top5_acc: 0.4422, loss_cls: 3.7752, loss: 3.7752, grad_norm: 0.7903 2020-08-17 02:37:36,423 - mmaction - INFO - Epoch [9][140/627] lr: 5.986e-01, eta: 2 days, 13:36:41, time: 1.481, data_time: 0.004, memory: 8470, top1_acc: 0.2195, top5_acc: 0.4574, loss_cls: 3.7349, loss: 3.7349, grad_norm: 0.7892 2020-08-17 02:38:04,109 - mmaction - INFO - Epoch [9][160/627] lr: 5.986e-01, eta: 2 days, 13:35:47, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.2139, top5_acc: 0.4465, loss_cls: 3.7577, loss: 3.7577, grad_norm: 0.7957 2020-08-17 02:38:33,155 - mmaction - INFO - Epoch [9][180/627] lr: 5.986e-01, eta: 2 days, 13:35:32, time: 1.449, data_time: 0.002, memory: 8470, top1_acc: 0.2115, top5_acc: 0.4391, loss_cls: 3.7663, loss: 3.7663, grad_norm: 0.7731 2020-08-17 02:39:03,823 - mmaction - INFO - Epoch [9][200/627] lr: 5.986e-01, eta: 2 days, 13:36:07, time: 1.535, data_time: 0.007, memory: 8470, top1_acc: 0.2143, top5_acc: 0.4513, loss_cls: 3.7331, loss: 3.7331, grad_norm: 0.7966 2020-08-17 02:39:31,390 - mmaction - INFO - Epoch [9][220/627] lr: 5.986e-01, eta: 2 days, 13:35:10, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.2117, top5_acc: 0.4419, loss_cls: 3.7780, loss: 3.7780, grad_norm: 0.7930 2020-08-17 02:39:59,673 - mmaction - INFO - Epoch [9][240/627] lr: 5.986e-01, eta: 2 days, 13:34:32, time: 1.412, data_time: 0.004, memory: 8470, top1_acc: 0.2168, top5_acc: 0.4449, loss_cls: 3.7639, loss: 3.7639, grad_norm: 0.7851 2020-08-17 02:40:28,455 - mmaction - INFO - Epoch [9][260/627] lr: 5.986e-01, eta: 2 days, 13:34:11, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.2117, top5_acc: 0.4413, loss_cls: 3.7922, loss: 3.7922, grad_norm: 0.7847 2020-08-17 02:40:56,587 - mmaction - INFO - Epoch [9][280/627] lr: 5.986e-01, eta: 2 days, 13:33:29, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2193, top5_acc: 0.4538, loss_cls: 3.7552, loss: 3.7552, grad_norm: 0.7735 2020-08-17 02:41:24,399 - mmaction - INFO - Epoch [9][300/627] lr: 5.986e-01, eta: 2 days, 13:32:40, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.2174, top5_acc: 0.4573, loss_cls: 3.7322, loss: 3.7322, grad_norm: 0.7745 2020-08-17 02:41:53,052 - mmaction - INFO - Epoch [9][320/627] lr: 5.986e-01, eta: 2 days, 13:32:14, time: 1.433, data_time: 0.003, memory: 8470, top1_acc: 0.2161, top5_acc: 0.4474, loss_cls: 3.7441, loss: 3.7441, grad_norm: 0.7942 2020-08-17 02:42:21,140 - mmaction - INFO - Epoch [9][340/627] lr: 5.986e-01, eta: 2 days, 13:31:31, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.2210, top5_acc: 0.4525, loss_cls: 3.7480, loss: 3.7480, grad_norm: 0.7859 2020-08-17 02:42:48,861 - mmaction - INFO - Epoch [9][360/627] lr: 5.986e-01, eta: 2 days, 13:30:40, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.2178, top5_acc: 0.4508, loss_cls: 3.7481, loss: 3.7481, grad_norm: 0.7875 2020-08-17 02:43:17,381 - mmaction - INFO - Epoch [9][380/627] lr: 5.986e-01, eta: 2 days, 13:30:09, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.2092, top5_acc: 0.4465, loss_cls: 3.7718, loss: 3.7718, grad_norm: 0.7932 2020-08-17 02:43:44,850 - mmaction - INFO - Epoch [9][400/627] lr: 5.986e-01, eta: 2 days, 13:29:11, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.2158, top5_acc: 0.4439, loss_cls: 3.7640, loss: 3.7640, grad_norm: 0.7830 2020-08-17 02:44:14,130 - mmaction - INFO - Epoch [9][420/627] lr: 5.986e-01, eta: 2 days, 13:29:03, time: 1.462, data_time: 0.004, memory: 8470, top1_acc: 0.2143, top5_acc: 0.4475, loss_cls: 3.7344, loss: 3.7344, grad_norm: 0.7692 2020-08-17 02:44:42,190 - mmaction - INFO - Epoch [9][440/627] lr: 5.986e-01, eta: 2 days, 13:28:21, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2120, top5_acc: 0.4507, loss_cls: 3.7671, loss: 3.7671, grad_norm: 0.7955 2020-08-17 02:45:09,948 - mmaction - INFO - Epoch [9][460/627] lr: 5.986e-01, eta: 2 days, 13:27:30, time: 1.388, data_time: 0.003, memory: 8470, top1_acc: 0.2161, top5_acc: 0.4539, loss_cls: 3.7326, loss: 3.7326, grad_norm: 0.7881 2020-08-17 02:45:38,852 - mmaction - INFO - Epoch [9][480/627] lr: 5.986e-01, eta: 2 days, 13:27:12, time: 1.445, data_time: 0.002, memory: 8470, top1_acc: 0.2217, top5_acc: 0.4505, loss_cls: 3.7383, loss: 3.7383, grad_norm: 0.7901 2020-08-17 02:46:07,019 - mmaction - INFO - Epoch [9][500/627] lr: 5.986e-01, eta: 2 days, 13:26:32, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.2204, top5_acc: 0.4536, loss_cls: 3.7529, loss: 3.7529, grad_norm: 0.7946 2020-08-17 02:46:35,476 - mmaction - INFO - Epoch [9][520/627] lr: 5.986e-01, eta: 2 days, 13:26:02, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.2311, top5_acc: 0.4526, loss_cls: 3.6974, loss: 3.6974, grad_norm: 0.7844 2020-08-17 02:47:03,624 - mmaction - INFO - Epoch [9][540/627] lr: 5.986e-01, eta: 2 days, 13:25:21, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.2141, top5_acc: 0.4505, loss_cls: 3.7511, loss: 3.7511, grad_norm: 0.7955 2020-08-17 02:47:31,356 - mmaction - INFO - Epoch [9][560/627] lr: 5.986e-01, eta: 2 days, 13:24:32, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.2189, top5_acc: 0.4520, loss_cls: 3.7311, loss: 3.7311, grad_norm: 0.7892 2020-08-17 02:48:00,078 - mmaction - INFO - Epoch [9][580/627] lr: 5.986e-01, eta: 2 days, 13:24:07, time: 1.434, data_time: 0.002, memory: 8470, top1_acc: 0.2073, top5_acc: 0.4486, loss_cls: 3.7850, loss: 3.7850, grad_norm: 0.7901 2020-08-17 02:48:28,377 - mmaction - INFO - Epoch [9][600/627] lr: 5.986e-01, eta: 2 days, 13:23:32, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.2188, top5_acc: 0.4576, loss_cls: 3.7053, loss: 3.7053, grad_norm: 0.7816 2020-08-17 02:48:56,369 - mmaction - INFO - Epoch [9][620/627] lr: 5.986e-01, eta: 2 days, 13:22:49, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.2122, top5_acc: 0.4559, loss_cls: 3.7428, loss: 3.7428, grad_norm: 0.7987 2020-08-17 02:49:38,194 - mmaction - INFO - Epoch [10][20/627] lr: 5.982e-01, eta: 2 days, 13:19:39, time: 1.649, data_time: 0.408, memory: 8470, top1_acc: 0.2133, top5_acc: 0.4513, loss_cls: 3.7420, loss: 3.7420, grad_norm: 0.7976 2020-08-17 02:50:06,054 - mmaction - INFO - Epoch [10][40/627] lr: 5.982e-01, eta: 2 days, 13:18:53, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.2234, top5_acc: 0.4602, loss_cls: 3.6951, loss: 3.6951, grad_norm: 0.7875 2020-08-17 02:50:34,308 - mmaction - INFO - Epoch [10][60/627] lr: 5.982e-01, eta: 2 days, 13:18:18, time: 1.413, data_time: 0.003, memory: 8470, top1_acc: 0.2168, top5_acc: 0.4518, loss_cls: 3.7295, loss: 3.7295, grad_norm: 0.8016 2020-08-17 02:51:02,949 - mmaction - INFO - Epoch [10][80/627] lr: 5.982e-01, eta: 2 days, 13:17:51, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.2283, top5_acc: 0.4551, loss_cls: 3.7073, loss: 3.7073, grad_norm: 0.8080 2020-08-17 02:51:32,040 - mmaction - INFO - Epoch [10][100/627] lr: 5.982e-01, eta: 2 days, 13:17:40, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.2189, top5_acc: 0.4577, loss_cls: 3.7111, loss: 3.7111, grad_norm: 0.7945 2020-08-17 02:52:00,553 - mmaction - INFO - Epoch [10][120/627] lr: 5.982e-01, eta: 2 days, 13:17:10, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.2234, top5_acc: 0.4654, loss_cls: 3.7038, loss: 3.7038, grad_norm: 0.7863 2020-08-17 02:52:28,748 - mmaction - INFO - Epoch [10][140/627] lr: 5.982e-01, eta: 2 days, 13:16:33, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.2215, top5_acc: 0.4525, loss_cls: 3.7135, loss: 3.7135, grad_norm: 0.8149 2020-08-17 02:52:57,442 - mmaction - INFO - Epoch [10][160/627] lr: 5.982e-01, eta: 2 days, 13:16:10, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.2280, top5_acc: 0.4634, loss_cls: 3.6893, loss: 3.6893, grad_norm: 0.7973 2020-08-17 02:53:25,633 - mmaction - INFO - Epoch [10][180/627] lr: 5.982e-01, eta: 2 days, 13:15:32, time: 1.408, data_time: 0.002, memory: 8470, top1_acc: 0.2195, top5_acc: 0.4585, loss_cls: 3.7127, loss: 3.7127, grad_norm: 0.8076 2020-08-17 02:53:53,458 - mmaction - INFO - Epoch [10][200/627] lr: 5.982e-01, eta: 2 days, 13:14:47, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.2225, top5_acc: 0.4535, loss_cls: 3.7232, loss: 3.7232, grad_norm: 0.7951 2020-08-17 02:54:21,887 - mmaction - INFO - Epoch [10][220/627] lr: 5.982e-01, eta: 2 days, 13:14:15, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.2275, top5_acc: 0.4590, loss_cls: 3.6731, loss: 3.6731, grad_norm: 0.7988 2020-08-17 02:54:50,364 - mmaction - INFO - Epoch [10][240/627] lr: 5.982e-01, eta: 2 days, 13:13:46, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.2199, top5_acc: 0.4539, loss_cls: 3.7283, loss: 3.7283, grad_norm: 0.8093 2020-08-17 02:55:18,086 - mmaction - INFO - Epoch [10][260/627] lr: 5.982e-01, eta: 2 days, 13:12:56, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.2195, top5_acc: 0.4555, loss_cls: 3.7139, loss: 3.7139, grad_norm: 0.7944 2020-08-17 02:55:46,371 - mmaction - INFO - Epoch [10][280/627] lr: 5.982e-01, eta: 2 days, 13:12:22, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.2117, top5_acc: 0.4500, loss_cls: 3.7401, loss: 3.7401, grad_norm: 0.7975 2020-08-17 02:56:15,381 - mmaction - INFO - Epoch [10][300/627] lr: 5.982e-01, eta: 2 days, 13:12:08, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.2206, top5_acc: 0.4591, loss_cls: 3.7105, loss: 3.7105, grad_norm: 0.7990 2020-08-17 02:56:43,515 - mmaction - INFO - Epoch [10][320/627] lr: 5.982e-01, eta: 2 days, 13:11:29, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.2184, top5_acc: 0.4465, loss_cls: 3.7456, loss: 3.7456, grad_norm: 0.7903 2020-08-17 02:57:11,500 - mmaction - INFO - Epoch [10][340/627] lr: 5.982e-01, eta: 2 days, 13:10:47, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.2229, top5_acc: 0.4548, loss_cls: 3.7171, loss: 3.7171, grad_norm: 0.8080 2020-08-17 02:57:40,294 - mmaction - INFO - Epoch [10][360/627] lr: 5.982e-01, eta: 2 days, 13:10:25, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.2206, top5_acc: 0.4577, loss_cls: 3.6737, loss: 3.6737, grad_norm: 0.8076 2020-08-17 02:58:08,350 - mmaction - INFO - Epoch [10][380/627] lr: 5.982e-01, eta: 2 days, 13:09:46, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2267, top5_acc: 0.4592, loss_cls: 3.6977, loss: 3.6977, grad_norm: 0.8061 2020-08-17 02:58:35,379 - mmaction - INFO - Epoch [10][400/627] lr: 5.982e-01, eta: 2 days, 13:08:40, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.2229, top5_acc: 0.4604, loss_cls: 3.6807, loss: 3.6807, grad_norm: 0.8005 2020-08-17 02:59:04,787 - mmaction - INFO - Epoch [10][420/627] lr: 5.982e-01, eta: 2 days, 13:08:33, time: 1.468, data_time: 0.002, memory: 8470, top1_acc: 0.2234, top5_acc: 0.4620, loss_cls: 3.6869, loss: 3.6869, grad_norm: 0.8108 2020-08-17 02:59:34,201 - mmaction - INFO - Epoch [10][440/627] lr: 5.982e-01, eta: 2 days, 13:08:29, time: 1.473, data_time: 0.006, memory: 8470, top1_acc: 0.2247, top5_acc: 0.4613, loss_cls: 3.6794, loss: 3.6794, grad_norm: 0.8071 2020-08-17 03:00:05,343 - mmaction - INFO - Epoch [10][460/627] lr: 5.982e-01, eta: 2 days, 13:09:04, time: 1.550, data_time: 0.005, memory: 8470, top1_acc: 0.2264, top5_acc: 0.4693, loss_cls: 3.6612, loss: 3.6612, grad_norm: 0.7999 2020-08-17 03:00:33,235 - mmaction - INFO - Epoch [10][480/627] lr: 5.982e-01, eta: 2 days, 13:08:22, time: 1.400, data_time: 0.010, memory: 8470, top1_acc: 0.2141, top5_acc: 0.4504, loss_cls: 3.7364, loss: 3.7364, grad_norm: 0.7973 2020-08-17 03:01:01,486 - mmaction - INFO - Epoch [10][500/627] lr: 5.982e-01, eta: 2 days, 13:07:47, time: 1.412, data_time: 0.007, memory: 8470, top1_acc: 0.2328, top5_acc: 0.4724, loss_cls: 3.6470, loss: 3.6470, grad_norm: 0.8025 2020-08-17 03:01:28,956 - mmaction - INFO - Epoch [10][520/627] lr: 5.982e-01, eta: 2 days, 13:06:53, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.2279, top5_acc: 0.4674, loss_cls: 3.6725, loss: 3.6725, grad_norm: 0.8025 2020-08-17 03:01:56,703 - mmaction - INFO - Epoch [10][540/627] lr: 5.982e-01, eta: 2 days, 13:06:05, time: 1.386, data_time: 0.004, memory: 8470, top1_acc: 0.2245, top5_acc: 0.4668, loss_cls: 3.6863, loss: 3.6863, grad_norm: 0.8059 2020-08-17 03:02:25,441 - mmaction - INFO - Epoch [10][560/627] lr: 5.982e-01, eta: 2 days, 13:05:43, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.2178, top5_acc: 0.4555, loss_cls: 3.7282, loss: 3.7282, grad_norm: 0.7939 2020-08-17 03:02:54,106 - mmaction - INFO - Epoch [10][580/627] lr: 5.982e-01, eta: 2 days, 13:05:18, time: 1.432, data_time: 0.004, memory: 8470, top1_acc: 0.2271, top5_acc: 0.4540, loss_cls: 3.7146, loss: 3.7146, grad_norm: 0.7947 2020-08-17 03:03:21,463 - mmaction - INFO - Epoch [10][600/627] lr: 5.982e-01, eta: 2 days, 13:04:22, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.2270, top5_acc: 0.4622, loss_cls: 3.6894, loss: 3.6894, grad_norm: 0.7958 2020-08-17 03:03:49,689 - mmaction - INFO - Epoch [10][620/627] lr: 5.982e-01, eta: 2 days, 13:03:45, time: 1.409, data_time: 0.004, memory: 8470, top1_acc: 0.2238, top5_acc: 0.4676, loss_cls: 3.6821, loss: 3.6821, grad_norm: 0.8114 2020-08-17 03:04:31,452 - mmaction - INFO - Epoch [11][20/627] lr: 5.977e-01, eta: 2 days, 13:00:38, time: 1.621, data_time: 0.448, memory: 8470, top1_acc: 0.2247, top5_acc: 0.4591, loss_cls: 3.7172, loss: 3.7172, grad_norm: 0.8146 2020-08-17 03:04:59,339 - mmaction - INFO - Epoch [11][40/627] lr: 5.977e-01, eta: 2 days, 12:59:55, time: 1.395, data_time: 0.002, memory: 8470, top1_acc: 0.2254, top5_acc: 0.4648, loss_cls: 3.6522, loss: 3.6522, grad_norm: 0.8123 2020-08-17 03:05:27,145 - mmaction - INFO - Epoch [11][60/627] lr: 5.977e-01, eta: 2 days, 12:59:10, time: 1.389, data_time: 0.004, memory: 8470, top1_acc: 0.2328, top5_acc: 0.4734, loss_cls: 3.6478, loss: 3.6478, grad_norm: 0.7963 2020-08-17 03:05:55,137 - mmaction - INFO - Epoch [11][80/627] lr: 5.977e-01, eta: 2 days, 12:58:30, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.2232, top5_acc: 0.4656, loss_cls: 3.6696, loss: 3.6696, grad_norm: 0.7987 2020-08-17 03:06:23,588 - mmaction - INFO - Epoch [11][100/627] lr: 5.977e-01, eta: 2 days, 12:58:00, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.2335, top5_acc: 0.4790, loss_cls: 3.6352, loss: 3.6352, grad_norm: 0.8000 2020-08-17 03:06:52,539 - mmaction - INFO - Epoch [11][120/627] lr: 5.977e-01, eta: 2 days, 12:57:43, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.2258, top5_acc: 0.4637, loss_cls: 3.6553, loss: 3.6553, grad_norm: 0.8289 2020-08-17 03:07:20,992 - mmaction - INFO - Epoch [11][140/627] lr: 5.977e-01, eta: 2 days, 12:57:14, time: 1.425, data_time: 0.007, memory: 8470, top1_acc: 0.2257, top5_acc: 0.4688, loss_cls: 3.6619, loss: 3.6619, grad_norm: 0.8129 2020-08-17 03:07:47,860 - mmaction - INFO - Epoch [11][160/627] lr: 5.977e-01, eta: 2 days, 12:56:07, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.2303, top5_acc: 0.4710, loss_cls: 3.6439, loss: 3.6439, grad_norm: 0.8114 2020-08-17 03:08:16,095 - mmaction - INFO - Epoch [11][180/627] lr: 5.977e-01, eta: 2 days, 12:55:33, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.2216, top5_acc: 0.4608, loss_cls: 3.6928, loss: 3.6928, grad_norm: 0.8033 2020-08-17 03:08:44,541 - mmaction - INFO - Epoch [11][200/627] lr: 5.977e-01, eta: 2 days, 12:55:04, time: 1.422, data_time: 0.003, memory: 8470, top1_acc: 0.2374, top5_acc: 0.4725, loss_cls: 3.6353, loss: 3.6353, grad_norm: 0.8066 2020-08-17 03:09:13,514 - mmaction - INFO - Epoch [11][220/627] lr: 5.977e-01, eta: 2 days, 12:54:48, time: 1.449, data_time: 0.003, memory: 8470, top1_acc: 0.2414, top5_acc: 0.4721, loss_cls: 3.6437, loss: 3.6437, grad_norm: 0.8168 2020-08-17 03:09:42,560 - mmaction - INFO - Epoch [11][240/627] lr: 5.977e-01, eta: 2 days, 12:54:32, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.2336, top5_acc: 0.4658, loss_cls: 3.6617, loss: 3.6617, grad_norm: 0.8249 2020-08-17 03:10:10,767 - mmaction - INFO - Epoch [11][260/627] lr: 5.977e-01, eta: 2 days, 12:53:57, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.2305, top5_acc: 0.4702, loss_cls: 3.6527, loss: 3.6527, grad_norm: 0.8082 2020-08-17 03:10:39,025 - mmaction - INFO - Epoch [11][280/627] lr: 5.977e-01, eta: 2 days, 12:53:24, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.2344, top5_acc: 0.4609, loss_cls: 3.6787, loss: 3.6787, grad_norm: 0.8165 2020-08-17 03:11:07,023 - mmaction - INFO - Epoch [11][300/627] lr: 5.977e-01, eta: 2 days, 12:52:44, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.2340, top5_acc: 0.4686, loss_cls: 3.6539, loss: 3.6539, grad_norm: 0.7958 2020-08-17 03:11:35,563 - mmaction - INFO - Epoch [11][320/627] lr: 5.977e-01, eta: 2 days, 12:52:17, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.2341, top5_acc: 0.4802, loss_cls: 3.6225, loss: 3.6225, grad_norm: 0.8194 2020-08-17 03:12:04,177 - mmaction - INFO - Epoch [11][340/627] lr: 5.977e-01, eta: 2 days, 12:51:51, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.2353, top5_acc: 0.4660, loss_cls: 3.6475, loss: 3.6475, grad_norm: 0.8218 2020-08-17 03:12:32,371 - mmaction - INFO - Epoch [11][360/627] lr: 5.977e-01, eta: 2 days, 12:51:17, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.2293, top5_acc: 0.4639, loss_cls: 3.6780, loss: 3.6780, grad_norm: 0.8100 2020-08-17 03:13:00,853 - mmaction - INFO - Epoch [11][380/627] lr: 5.977e-01, eta: 2 days, 12:50:48, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.2367, top5_acc: 0.4740, loss_cls: 3.6490, loss: 3.6490, grad_norm: 0.8046 2020-08-17 03:13:30,023 - mmaction - INFO - Epoch [11][400/627] lr: 5.977e-01, eta: 2 days, 12:50:36, time: 1.458, data_time: 0.007, memory: 8470, top1_acc: 0.2315, top5_acc: 0.4707, loss_cls: 3.6497, loss: 3.6497, grad_norm: 0.8155 2020-08-17 03:13:57,199 - mmaction - INFO - Epoch [11][420/627] lr: 5.977e-01, eta: 2 days, 12:49:37, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.2335, top5_acc: 0.4712, loss_cls: 3.6463, loss: 3.6463, grad_norm: 0.8096 2020-08-17 03:14:25,401 - mmaction - INFO - Epoch [11][440/627] lr: 5.977e-01, eta: 2 days, 12:49:04, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.2380, top5_acc: 0.4763, loss_cls: 3.6186, loss: 3.6186, grad_norm: 0.7980 2020-08-17 03:14:53,720 - mmaction - INFO - Epoch [11][460/627] lr: 5.977e-01, eta: 2 days, 12:48:31, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.2324, top5_acc: 0.4743, loss_cls: 3.6270, loss: 3.6270, grad_norm: 0.8113 2020-08-17 03:15:22,371 - mmaction - INFO - Epoch [11][480/627] lr: 5.977e-01, eta: 2 days, 12:48:07, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.2309, top5_acc: 0.4661, loss_cls: 3.6703, loss: 3.6703, grad_norm: 0.8164 2020-08-17 03:15:50,471 - mmaction - INFO - Epoch [11][500/627] lr: 5.977e-01, eta: 2 days, 12:47:29, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.2314, top5_acc: 0.4659, loss_cls: 3.6673, loss: 3.6673, grad_norm: 0.8308 2020-08-17 03:16:18,491 - mmaction - INFO - Epoch [11][520/627] lr: 5.977e-01, eta: 2 days, 12:46:52, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.2361, top5_acc: 0.4810, loss_cls: 3.6182, loss: 3.6182, grad_norm: 0.8085 2020-08-17 03:16:47,391 - mmaction - INFO - Epoch [11][540/627] lr: 5.977e-01, eta: 2 days, 12:46:32, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.2217, top5_acc: 0.4702, loss_cls: 3.6610, loss: 3.6610, grad_norm: 0.8068 2020-08-17 03:17:15,911 - mmaction - INFO - Epoch [11][560/627] lr: 5.977e-01, eta: 2 days, 12:46:06, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.2310, top5_acc: 0.4642, loss_cls: 3.6622, loss: 3.6622, grad_norm: 0.8091 2020-08-17 03:17:44,420 - mmaction - INFO - Epoch [11][580/627] lr: 5.977e-01, eta: 2 days, 12:45:37, time: 1.423, data_time: 0.004, memory: 8470, top1_acc: 0.2288, top5_acc: 0.4682, loss_cls: 3.6579, loss: 3.6579, grad_norm: 0.8253 2020-08-17 03:18:12,680 - mmaction - INFO - Epoch [11][600/627] lr: 5.977e-01, eta: 2 days, 12:45:05, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.2382, top5_acc: 0.4738, loss_cls: 3.6328, loss: 3.6328, grad_norm: 0.8178 2020-08-17 03:18:40,499 - mmaction - INFO - Epoch [11][620/627] lr: 5.977e-01, eta: 2 days, 12:44:21, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.2385, top5_acc: 0.4760, loss_cls: 3.6066, loss: 3.6066, grad_norm: 0.8200 2020-08-17 03:19:22,383 - mmaction - INFO - Epoch [12][20/627] lr: 5.973e-01, eta: 2 days, 12:41:39, time: 1.644, data_time: 0.371, memory: 8470, top1_acc: 0.2305, top5_acc: 0.4663, loss_cls: 3.6501, loss: 3.6501, grad_norm: 0.8181 2020-08-17 03:19:50,696 - mmaction - INFO - Epoch [12][40/627] lr: 5.973e-01, eta: 2 days, 12:41:08, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.2358, top5_acc: 0.4801, loss_cls: 3.6195, loss: 3.6195, grad_norm: 0.8164 2020-08-17 03:20:18,595 - mmaction - INFO - Epoch [12][60/627] lr: 5.973e-01, eta: 2 days, 12:40:27, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.2413, top5_acc: 0.4867, loss_cls: 3.5781, loss: 3.5781, grad_norm: 0.8177 2020-08-17 03:20:46,165 - mmaction - INFO - Epoch [12][80/627] lr: 5.973e-01, eta: 2 days, 12:39:40, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.2337, top5_acc: 0.4685, loss_cls: 3.6592, loss: 3.6592, grad_norm: 0.8239 2020-08-17 03:21:14,953 - mmaction - INFO - Epoch [12][100/627] lr: 5.973e-01, eta: 2 days, 12:39:19, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.2350, top5_acc: 0.4839, loss_cls: 3.5905, loss: 3.5905, grad_norm: 0.8132 2020-08-17 03:21:43,102 - mmaction - INFO - Epoch [12][120/627] lr: 5.973e-01, eta: 2 days, 12:38:44, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.2370, top5_acc: 0.4849, loss_cls: 3.6019, loss: 3.6019, grad_norm: 0.8256 2020-08-17 03:22:11,029 - mmaction - INFO - Epoch [12][140/627] lr: 5.973e-01, eta: 2 days, 12:38:05, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.2365, top5_acc: 0.4759, loss_cls: 3.6339, loss: 3.6339, grad_norm: 0.8017 2020-08-17 03:22:39,430 - mmaction - INFO - Epoch [12][160/627] lr: 5.973e-01, eta: 2 days, 12:37:35, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.2431, top5_acc: 0.4828, loss_cls: 3.5795, loss: 3.5795, grad_norm: 0.8326 2020-08-17 03:23:08,484 - mmaction - INFO - Epoch [12][180/627] lr: 5.973e-01, eta: 2 days, 12:37:20, time: 1.453, data_time: 0.007, memory: 8470, top1_acc: 0.2391, top5_acc: 0.4789, loss_cls: 3.6143, loss: 3.6143, grad_norm: 0.8223 2020-08-17 03:23:37,338 - mmaction - INFO - Epoch [12][200/627] lr: 5.973e-01, eta: 2 days, 12:36:59, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.2413, top5_acc: 0.4776, loss_cls: 3.6048, loss: 3.6048, grad_norm: 0.8110 2020-08-17 03:24:06,450 - mmaction - INFO - Epoch [12][220/627] lr: 5.973e-01, eta: 2 days, 12:36:46, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.2385, top5_acc: 0.4790, loss_cls: 3.6141, loss: 3.6141, grad_norm: 0.8306 2020-08-17 03:24:35,535 - mmaction - INFO - Epoch [12][240/627] lr: 5.973e-01, eta: 2 days, 12:36:31, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.2326, top5_acc: 0.4742, loss_cls: 3.6257, loss: 3.6257, grad_norm: 0.8261 2020-08-17 03:25:03,930 - mmaction - INFO - Epoch [12][260/627] lr: 5.973e-01, eta: 2 days, 12:36:02, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.2313, top5_acc: 0.4746, loss_cls: 3.6271, loss: 3.6271, grad_norm: 0.8164 2020-08-17 03:25:32,545 - mmaction - INFO - Epoch [12][280/627] lr: 5.973e-01, eta: 2 days, 12:35:37, time: 1.431, data_time: 0.002, memory: 8470, top1_acc: 0.2348, top5_acc: 0.4760, loss_cls: 3.6366, loss: 3.6366, grad_norm: 0.8248 2020-08-17 03:26:00,889 - mmaction - INFO - Epoch [12][300/627] lr: 5.973e-01, eta: 2 days, 12:35:05, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.2230, top5_acc: 0.4599, loss_cls: 3.6984, loss: 3.6984, grad_norm: 0.8161 2020-08-17 03:26:29,722 - mmaction - INFO - Epoch [12][320/627] lr: 5.973e-01, eta: 2 days, 12:34:45, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.2400, top5_acc: 0.4837, loss_cls: 3.5788, loss: 3.5788, grad_norm: 0.8178 2020-08-17 03:26:58,099 - mmaction - INFO - Epoch [12][340/627] lr: 5.973e-01, eta: 2 days, 12:34:16, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.2415, top5_acc: 0.4846, loss_cls: 3.5628, loss: 3.5628, grad_norm: 0.8139 2020-08-17 03:27:25,758 - mmaction - INFO - Epoch [12][360/627] lr: 5.973e-01, eta: 2 days, 12:33:30, time: 1.382, data_time: 0.002, memory: 8470, top1_acc: 0.2405, top5_acc: 0.4889, loss_cls: 3.5750, loss: 3.5750, grad_norm: 0.8091 2020-08-17 03:27:54,570 - mmaction - INFO - Epoch [12][380/627] lr: 5.973e-01, eta: 2 days, 12:33:09, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.2493, top5_acc: 0.4841, loss_cls: 3.5643, loss: 3.5643, grad_norm: 0.8475 2020-08-17 03:28:23,019 - mmaction - INFO - Epoch [12][400/627] lr: 5.973e-01, eta: 2 days, 12:32:41, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.2327, top5_acc: 0.4785, loss_cls: 3.6035, loss: 3.6035, grad_norm: 0.8258 2020-08-17 03:28:51,290 - mmaction - INFO - Epoch [12][420/627] lr: 5.973e-01, eta: 2 days, 12:32:08, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.2329, top5_acc: 0.4711, loss_cls: 3.6232, loss: 3.6232, grad_norm: 0.8394 2020-08-17 03:29:19,729 - mmaction - INFO - Epoch [12][440/627] lr: 5.973e-01, eta: 2 days, 12:31:40, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.2365, top5_acc: 0.4749, loss_cls: 3.6036, loss: 3.6036, grad_norm: 0.8058 2020-08-17 03:29:48,379 - mmaction - INFO - Epoch [12][460/627] lr: 5.973e-01, eta: 2 days, 12:31:16, time: 1.433, data_time: 0.002, memory: 8470, top1_acc: 0.2314, top5_acc: 0.4746, loss_cls: 3.6398, loss: 3.6398, grad_norm: 0.8348 2020-08-17 03:30:17,674 - mmaction - INFO - Epoch [12][480/627] lr: 5.973e-01, eta: 2 days, 12:31:04, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.2409, top5_acc: 0.4732, loss_cls: 3.6403, loss: 3.6403, grad_norm: 0.8340 2020-08-17 03:30:46,243 - mmaction - INFO - Epoch [12][500/627] lr: 5.973e-01, eta: 2 days, 12:30:38, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.2426, top5_acc: 0.4811, loss_cls: 3.6077, loss: 3.6077, grad_norm: 0.8225 2020-08-17 03:31:14,966 - mmaction - INFO - Epoch [12][520/627] lr: 5.973e-01, eta: 2 days, 12:30:15, time: 1.435, data_time: 0.004, memory: 8470, top1_acc: 0.2314, top5_acc: 0.4740, loss_cls: 3.6344, loss: 3.6344, grad_norm: 0.8201 2020-08-17 03:31:44,417 - mmaction - INFO - Epoch [12][540/627] lr: 5.973e-01, eta: 2 days, 12:30:07, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.2448, top5_acc: 0.4840, loss_cls: 3.5624, loss: 3.5624, grad_norm: 0.8397 2020-08-17 03:32:13,403 - mmaction - INFO - Epoch [12][560/627] lr: 5.973e-01, eta: 2 days, 12:29:49, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.2353, top5_acc: 0.4780, loss_cls: 3.6038, loss: 3.6038, grad_norm: 0.8349 2020-08-17 03:32:42,474 - mmaction - INFO - Epoch [12][580/627] lr: 5.973e-01, eta: 2 days, 12:29:34, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.2533, top5_acc: 0.4965, loss_cls: 3.5628, loss: 3.5628, grad_norm: 0.8163 2020-08-17 03:33:10,007 - mmaction - INFO - Epoch [12][600/627] lr: 5.973e-01, eta: 2 days, 12:28:47, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.2435, top5_acc: 0.4794, loss_cls: 3.5869, loss: 3.5869, grad_norm: 0.8190 2020-08-17 03:33:38,748 - mmaction - INFO - Epoch [12][620/627] lr: 5.973e-01, eta: 2 days, 12:28:23, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.2302, top5_acc: 0.4794, loss_cls: 3.6102, loss: 3.6102, grad_norm: 0.8238 2020-08-17 03:33:47,509 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-08-17 03:34:19,452 - mmaction - INFO - Epoch [13][20/627] lr: 5.968e-01, eta: 2 days, 12:24:59, time: 1.511, data_time: 0.332, memory: 8470, top1_acc: 0.2383, top5_acc: 0.4755, loss_cls: 3.6201, loss: 3.6201, grad_norm: 0.8272 2020-08-17 03:34:46,983 - mmaction - INFO - Epoch [13][40/627] lr: 5.968e-01, eta: 2 days, 12:24:11, time: 1.375, data_time: 0.002, memory: 8470, top1_acc: 0.2457, top5_acc: 0.4773, loss_cls: 3.5892, loss: 3.5892, grad_norm: 0.8180 2020-08-17 03:35:16,525 - mmaction - INFO - Epoch [13][60/627] lr: 5.968e-01, eta: 2 days, 12:24:05, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.2396, top5_acc: 0.4781, loss_cls: 3.6088, loss: 3.6088, grad_norm: 0.8329 2020-08-17 03:35:44,279 - mmaction - INFO - Epoch [13][80/627] lr: 5.968e-01, eta: 2 days, 12:23:24, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.2448, top5_acc: 0.4859, loss_cls: 3.5658, loss: 3.5658, grad_norm: 0.8423 2020-08-17 03:36:12,208 - mmaction - INFO - Epoch [13][100/627] lr: 5.968e-01, eta: 2 days, 12:22:45, time: 1.396, data_time: 0.002, memory: 8470, top1_acc: 0.2465, top5_acc: 0.4855, loss_cls: 3.5668, loss: 3.5668, grad_norm: 0.8346 2020-08-17 03:36:39,708 - mmaction - INFO - Epoch [13][120/627] lr: 5.968e-01, eta: 2 days, 12:21:57, time: 1.374, data_time: 0.003, memory: 8470, top1_acc: 0.2361, top5_acc: 0.4760, loss_cls: 3.6034, loss: 3.6034, grad_norm: 0.8375 2020-08-17 03:37:08,369 - mmaction - INFO - Epoch [13][140/627] lr: 5.968e-01, eta: 2 days, 12:21:34, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.2392, top5_acc: 0.4855, loss_cls: 3.5696, loss: 3.5696, grad_norm: 0.8264 2020-08-17 03:37:35,782 - mmaction - INFO - Epoch [13][160/627] lr: 5.968e-01, eta: 2 days, 12:20:45, time: 1.369, data_time: 0.004, memory: 8470, top1_acc: 0.2367, top5_acc: 0.4862, loss_cls: 3.6020, loss: 3.6020, grad_norm: 0.8147 2020-08-17 03:38:04,275 - mmaction - INFO - Epoch [13][180/627] lr: 5.968e-01, eta: 2 days, 12:20:17, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.2395, top5_acc: 0.4822, loss_cls: 3.5977, loss: 3.5977, grad_norm: 0.8310 2020-08-17 03:38:32,289 - mmaction - INFO - Epoch [13][200/627] lr: 5.968e-01, eta: 2 days, 12:19:41, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.2341, top5_acc: 0.4801, loss_cls: 3.6071, loss: 3.6071, grad_norm: 0.8311 2020-08-17 03:39:00,606 - mmaction - INFO - Epoch [13][220/627] lr: 5.968e-01, eta: 2 days, 12:19:11, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.2389, top5_acc: 0.4755, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.8210 2020-08-17 03:39:28,630 - mmaction - INFO - Epoch [13][240/627] lr: 5.968e-01, eta: 2 days, 12:18:34, time: 1.400, data_time: 0.002, memory: 8470, top1_acc: 0.2487, top5_acc: 0.4909, loss_cls: 3.5546, loss: 3.5546, grad_norm: 0.8399 2020-08-17 03:39:56,921 - mmaction - INFO - Epoch [13][260/627] lr: 5.968e-01, eta: 2 days, 12:18:03, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.2462, top5_acc: 0.4867, loss_cls: 3.5633, loss: 3.5633, grad_norm: 0.8343 2020-08-17 03:40:24,385 - mmaction - INFO - Epoch [13][280/627] lr: 5.968e-01, eta: 2 days, 12:17:15, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.2396, top5_acc: 0.4840, loss_cls: 3.5915, loss: 3.5915, grad_norm: 0.8436 2020-08-17 03:40:52,227 - mmaction - INFO - Epoch [13][300/627] lr: 5.968e-01, eta: 2 days, 12:16:36, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.2422, top5_acc: 0.4736, loss_cls: 3.5978, loss: 3.5978, grad_norm: 0.8259 2020-08-17 03:41:19,989 - mmaction - INFO - Epoch [13][320/627] lr: 5.968e-01, eta: 2 days, 12:15:55, time: 1.388, data_time: 0.002, memory: 8470, top1_acc: 0.2448, top5_acc: 0.4866, loss_cls: 3.5727, loss: 3.5727, grad_norm: 0.8278 2020-08-17 03:41:46,824 - mmaction - INFO - Epoch [13][340/627] lr: 5.968e-01, eta: 2 days, 12:14:55, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.2462, top5_acc: 0.4852, loss_cls: 3.5565, loss: 3.5565, grad_norm: 0.8345 2020-08-17 03:42:14,453 - mmaction - INFO - Epoch [13][360/627] lr: 5.968e-01, eta: 2 days, 12:14:12, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.2469, top5_acc: 0.4931, loss_cls: 3.5534, loss: 3.5534, grad_norm: 0.8371 2020-08-17 03:42:41,365 - mmaction - INFO - Epoch [13][380/627] lr: 5.968e-01, eta: 2 days, 12:13:15, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.2342, top5_acc: 0.4776, loss_cls: 3.6017, loss: 3.6017, grad_norm: 0.8381 2020-08-17 03:43:07,595 - mmaction - INFO - Epoch [13][400/627] lr: 5.968e-01, eta: 2 days, 12:12:03, time: 1.309, data_time: 0.006, memory: 8470, top1_acc: 0.2392, top5_acc: 0.4812, loss_cls: 3.5995, loss: 3.5995, grad_norm: 0.8480 2020-08-17 03:43:35,038 - mmaction - INFO - Epoch [13][420/627] lr: 5.968e-01, eta: 2 days, 12:11:16, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.2431, top5_acc: 0.4876, loss_cls: 3.5836, loss: 3.5836, grad_norm: 0.8205 2020-08-17 03:44:01,755 - mmaction - INFO - Epoch [13][440/627] lr: 5.968e-01, eta: 2 days, 12:10:17, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.2413, top5_acc: 0.4896, loss_cls: 3.5484, loss: 3.5484, grad_norm: 0.8399 2020-08-17 03:44:30,952 - mmaction - INFO - Epoch [13][460/627] lr: 5.968e-01, eta: 2 days, 12:10:03, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.2470, top5_acc: 0.4842, loss_cls: 3.5720, loss: 3.5720, grad_norm: 0.8166 2020-08-17 03:44:57,837 - mmaction - INFO - Epoch [13][480/627] lr: 5.968e-01, eta: 2 days, 12:09:05, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.2490, top5_acc: 0.4892, loss_cls: 3.5605, loss: 3.5605, grad_norm: 0.8513 2020-08-17 03:45:26,035 - mmaction - INFO - Epoch [13][500/627] lr: 5.968e-01, eta: 2 days, 12:08:33, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.2350, top5_acc: 0.4788, loss_cls: 3.5732, loss: 3.5732, grad_norm: 0.8497 2020-08-17 03:45:51,539 - mmaction - INFO - Epoch [13][520/627] lr: 5.968e-01, eta: 2 days, 12:07:11, time: 1.277, data_time: 0.005, memory: 8470, top1_acc: 0.2512, top5_acc: 0.4832, loss_cls: 3.5681, loss: 3.5681, grad_norm: 0.8182 2020-08-17 03:46:19,229 - mmaction - INFO - Epoch [13][540/627] lr: 5.968e-01, eta: 2 days, 12:06:29, time: 1.384, data_time: 0.002, memory: 8470, top1_acc: 0.2453, top5_acc: 0.4892, loss_cls: 3.5582, loss: 3.5582, grad_norm: 0.8340 2020-08-17 03:46:46,288 - mmaction - INFO - Epoch [13][560/627] lr: 5.968e-01, eta: 2 days, 12:05:35, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.2367, top5_acc: 0.4844, loss_cls: 3.5843, loss: 3.5843, grad_norm: 0.8343 2020-08-17 03:47:13,146 - mmaction - INFO - Epoch [13][580/627] lr: 5.968e-01, eta: 2 days, 12:04:38, time: 1.344, data_time: 0.007, memory: 8470, top1_acc: 0.2458, top5_acc: 0.4850, loss_cls: 3.5815, loss: 3.5815, grad_norm: 0.8343 2020-08-17 03:47:40,768 - mmaction - INFO - Epoch [13][600/627] lr: 5.968e-01, eta: 2 days, 12:03:56, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.2439, top5_acc: 0.4885, loss_cls: 3.5658, loss: 3.5658, grad_norm: 0.8073 2020-08-17 03:48:08,887 - mmaction - INFO - Epoch [13][620/627] lr: 5.968e-01, eta: 2 days, 12:03:22, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2475, top5_acc: 0.4875, loss_cls: 3.5859, loss: 3.5859, grad_norm: 0.8319 2020-08-17 03:48:50,080 - mmaction - INFO - Epoch [14][20/627] lr: 5.962e-01, eta: 2 days, 12:00:52, time: 1.617, data_time: 0.370, memory: 8470, top1_acc: 0.2484, top5_acc: 0.4816, loss_cls: 3.5780, loss: 3.5780, grad_norm: 0.8355 2020-08-17 03:49:15,899 - mmaction - INFO - Epoch [14][40/627] lr: 5.962e-01, eta: 2 days, 11:59:38, time: 1.295, data_time: 0.007, memory: 8470, top1_acc: 0.2406, top5_acc: 0.4944, loss_cls: 3.5408, loss: 3.5408, grad_norm: 0.8232 2020-08-17 03:49:42,163 - mmaction - INFO - Epoch [14][60/627] lr: 5.962e-01, eta: 2 days, 11:58:31, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.2426, top5_acc: 0.4852, loss_cls: 3.5789, loss: 3.5789, grad_norm: 0.8369 2020-08-17 03:50:09,026 - mmaction - INFO - Epoch [14][80/627] lr: 5.962e-01, eta: 2 days, 11:57:35, time: 1.343, data_time: 0.002, memory: 8470, top1_acc: 0.2514, top5_acc: 0.4891, loss_cls: 3.5261, loss: 3.5261, grad_norm: 0.8264 2020-08-17 03:50:36,683 - mmaction - INFO - Epoch [14][100/627] lr: 5.962e-01, eta: 2 days, 11:56:53, time: 1.382, data_time: 0.002, memory: 8470, top1_acc: 0.2539, top5_acc: 0.4855, loss_cls: 3.5490, loss: 3.5490, grad_norm: 0.8320 2020-08-17 03:51:04,955 - mmaction - INFO - Epoch [14][120/627] lr: 5.962e-01, eta: 2 days, 11:56:22, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.2491, top5_acc: 0.4939, loss_cls: 3.5479, loss: 3.5479, grad_norm: 0.8242 2020-08-17 03:51:31,992 - mmaction - INFO - Epoch [14][140/627] lr: 5.962e-01, eta: 2 days, 11:55:31, time: 1.354, data_time: 0.007, memory: 8470, top1_acc: 0.2486, top5_acc: 0.4990, loss_cls: 3.5095, loss: 3.5095, grad_norm: 0.8351 2020-08-17 03:52:00,554 - mmaction - INFO - Epoch [14][160/627] lr: 5.962e-01, eta: 2 days, 11:55:06, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.2457, top5_acc: 0.4818, loss_cls: 3.5929, loss: 3.5929, grad_norm: 0.8368 2020-08-17 03:52:27,336 - mmaction - INFO - Epoch [14][180/627] lr: 5.962e-01, eta: 2 days, 11:54:10, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.2479, top5_acc: 0.4871, loss_cls: 3.5467, loss: 3.5467, grad_norm: 0.8518 2020-08-17 03:52:55,859 - mmaction - INFO - Epoch [14][200/627] lr: 5.962e-01, eta: 2 days, 11:53:44, time: 1.426, data_time: 0.003, memory: 8470, top1_acc: 0.2527, top5_acc: 0.4923, loss_cls: 3.5340, loss: 3.5340, grad_norm: 0.8302 2020-08-17 03:53:23,674 - mmaction - INFO - Epoch [14][220/627] lr: 5.962e-01, eta: 2 days, 11:53:06, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.2453, top5_acc: 0.4913, loss_cls: 3.5534, loss: 3.5534, grad_norm: 0.8333 2020-08-17 03:53:50,918 - mmaction - INFO - Epoch [14][240/627] lr: 5.962e-01, eta: 2 days, 11:52:19, time: 1.365, data_time: 0.008, memory: 8470, top1_acc: 0.2523, top5_acc: 0.4971, loss_cls: 3.5341, loss: 3.5341, grad_norm: 0.8328 2020-08-17 03:54:20,728 - mmaction - INFO - Epoch [14][260/627] lr: 5.962e-01, eta: 2 days, 11:52:17, time: 1.491, data_time: 0.002, memory: 8470, top1_acc: 0.2414, top5_acc: 0.4874, loss_cls: 3.5465, loss: 3.5465, grad_norm: 0.8461 2020-08-17 03:54:46,666 - mmaction - INFO - Epoch [14][280/627] lr: 5.962e-01, eta: 2 days, 11:51:05, time: 1.295, data_time: 0.004, memory: 8470, top1_acc: 0.2434, top5_acc: 0.4865, loss_cls: 3.5724, loss: 3.5724, grad_norm: 0.8519 2020-08-17 03:55:13,780 - mmaction - INFO - Epoch [14][300/627] lr: 5.962e-01, eta: 2 days, 11:50:14, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2439, top5_acc: 0.4757, loss_cls: 3.5857, loss: 3.5857, grad_norm: 0.8345 2020-08-17 03:55:41,660 - mmaction - INFO - Epoch [14][320/627] lr: 5.962e-01, eta: 2 days, 11:49:38, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.2500, top5_acc: 0.4962, loss_cls: 3.5303, loss: 3.5303, grad_norm: 0.8415 2020-08-17 03:56:08,694 - mmaction - INFO - Epoch [14][340/627] lr: 5.962e-01, eta: 2 days, 11:48:46, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.2488, top5_acc: 0.4947, loss_cls: 3.5254, loss: 3.5254, grad_norm: 0.8287 2020-08-17 03:56:36,716 - mmaction - INFO - Epoch [14][360/627] lr: 5.962e-01, eta: 2 days, 11:48:13, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.2530, top5_acc: 0.4893, loss_cls: 3.5362, loss: 3.5362, grad_norm: 0.8400 2020-08-17 03:57:03,812 - mmaction - INFO - Epoch [14][380/627] lr: 5.962e-01, eta: 2 days, 11:47:23, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.2486, top5_acc: 0.4921, loss_cls: 3.5449, loss: 3.5449, grad_norm: 0.8379 2020-08-17 03:57:31,118 - mmaction - INFO - Epoch [14][400/627] lr: 5.962e-01, eta: 2 days, 11:46:36, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.2418, top5_acc: 0.4857, loss_cls: 3.5536, loss: 3.5536, grad_norm: 0.8449 2020-08-17 03:57:59,591 - mmaction - INFO - Epoch [14][420/627] lr: 5.962e-01, eta: 2 days, 11:46:10, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.2466, top5_acc: 0.4917, loss_cls: 3.5314, loss: 3.5314, grad_norm: 0.8358 2020-08-17 03:58:26,990 - mmaction - INFO - Epoch [14][440/627] lr: 5.962e-01, eta: 2 days, 11:45:26, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.2447, top5_acc: 0.4914, loss_cls: 3.5502, loss: 3.5502, grad_norm: 0.8491 2020-08-17 03:58:53,914 - mmaction - INFO - Epoch [14][460/627] lr: 5.962e-01, eta: 2 days, 11:44:33, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.2591, top5_acc: 0.4983, loss_cls: 3.5258, loss: 3.5258, grad_norm: 0.8289 2020-08-17 03:59:22,332 - mmaction - INFO - Epoch [14][480/627] lr: 5.962e-01, eta: 2 days, 11:44:07, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.2475, top5_acc: 0.4885, loss_cls: 3.5764, loss: 3.5764, grad_norm: 0.8377 2020-08-17 03:59:48,379 - mmaction - INFO - Epoch [14][500/627] lr: 5.962e-01, eta: 2 days, 11:42:58, time: 1.301, data_time: 0.007, memory: 8470, top1_acc: 0.2517, top5_acc: 0.4922, loss_cls: 3.5259, loss: 3.5259, grad_norm: 0.8506 2020-08-17 04:00:18,132 - mmaction - INFO - Epoch [14][520/627] lr: 5.962e-01, eta: 2 days, 11:42:52, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.2474, top5_acc: 0.4837, loss_cls: 3.5688, loss: 3.5688, grad_norm: 0.8280 2020-08-17 04:00:44,596 - mmaction - INFO - Epoch [14][540/627] lr: 5.962e-01, eta: 2 days, 11:41:55, time: 1.333, data_time: 0.018, memory: 8470, top1_acc: 0.2371, top5_acc: 0.4848, loss_cls: 3.5908, loss: 3.5908, grad_norm: 0.8414 2020-08-17 04:01:11,449 - mmaction - INFO - Epoch [14][560/627] lr: 5.962e-01, eta: 2 days, 11:41:00, time: 1.340, data_time: 0.004, memory: 8470, top1_acc: 0.2546, top5_acc: 0.4966, loss_cls: 3.5250, loss: 3.5250, grad_norm: 0.8353 2020-08-17 04:01:38,122 - mmaction - INFO - Epoch [14][580/627] lr: 5.962e-01, eta: 2 days, 11:40:04, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2504, top5_acc: 0.4824, loss_cls: 3.5607, loss: 3.5607, grad_norm: 0.8438 2020-08-17 04:02:05,224 - mmaction - INFO - Epoch [14][600/627] lr: 5.962e-01, eta: 2 days, 11:39:15, time: 1.355, data_time: 0.002, memory: 8470, top1_acc: 0.2396, top5_acc: 0.4934, loss_cls: 3.5679, loss: 3.5679, grad_norm: 0.8346 2020-08-17 04:02:32,571 - mmaction - INFO - Epoch [14][620/627] lr: 5.962e-01, eta: 2 days, 11:38:30, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.2475, top5_acc: 0.4934, loss_cls: 3.5318, loss: 3.5318, grad_norm: 0.8404 2020-08-17 04:03:13,644 - mmaction - INFO - Epoch [15][20/627] lr: 5.956e-01, eta: 2 days, 11:36:19, time: 1.642, data_time: 0.510, memory: 8470, top1_acc: 0.2513, top5_acc: 0.4900, loss_cls: 3.5508, loss: 3.5508, grad_norm: 0.8478 2020-08-17 04:03:39,022 - mmaction - INFO - Epoch [15][40/627] lr: 5.956e-01, eta: 2 days, 11:35:01, time: 1.270, data_time: 0.006, memory: 8470, top1_acc: 0.2570, top5_acc: 0.4960, loss_cls: 3.4930, loss: 3.4930, grad_norm: 0.8557 2020-08-17 04:04:06,335 - mmaction - INFO - Epoch [15][60/627] lr: 5.956e-01, eta: 2 days, 11:34:17, time: 1.366, data_time: 0.003, memory: 8470, top1_acc: 0.2492, top5_acc: 0.4978, loss_cls: 3.5267, loss: 3.5267, grad_norm: 0.8455 2020-08-17 04:04:33,081 - mmaction - INFO - Epoch [15][80/627] lr: 5.956e-01, eta: 2 days, 11:33:21, time: 1.336, data_time: 0.007, memory: 8470, top1_acc: 0.2525, top5_acc: 0.4995, loss_cls: 3.5217, loss: 3.5217, grad_norm: 0.8385 2020-08-17 04:04:58,449 - mmaction - INFO - Epoch [15][100/627] lr: 5.956e-01, eta: 2 days, 11:32:05, time: 1.272, data_time: 0.006, memory: 8470, top1_acc: 0.2520, top5_acc: 0.4999, loss_cls: 3.5062, loss: 3.5062, grad_norm: 0.8555 2020-08-17 04:05:25,504 - mmaction - INFO - Epoch [15][120/627] lr: 5.956e-01, eta: 2 days, 11:31:15, time: 1.351, data_time: 0.002, memory: 8470, top1_acc: 0.2539, top5_acc: 0.4922, loss_cls: 3.5524, loss: 3.5524, grad_norm: 0.8529 2020-08-17 04:05:51,332 - mmaction - INFO - Epoch [15][140/627] lr: 5.956e-01, eta: 2 days, 11:30:06, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.2499, top5_acc: 0.4896, loss_cls: 3.5362, loss: 3.5362, grad_norm: 0.8341 2020-08-17 04:06:19,751 - mmaction - INFO - Epoch [15][160/627] lr: 5.956e-01, eta: 2 days, 11:29:40, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.2392, top5_acc: 0.4827, loss_cls: 3.5775, loss: 3.5775, grad_norm: 0.8549 2020-08-17 04:06:45,189 - mmaction - INFO - Epoch [15][180/627] lr: 5.956e-01, eta: 2 days, 11:28:24, time: 1.272, data_time: 0.002, memory: 8470, top1_acc: 0.2547, top5_acc: 0.5049, loss_cls: 3.5082, loss: 3.5082, grad_norm: 0.8272 2020-08-17 04:07:12,443 - mmaction - INFO - Epoch [15][200/627] lr: 5.956e-01, eta: 2 days, 11:27:39, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.2516, top5_acc: 0.4854, loss_cls: 3.5479, loss: 3.5479, grad_norm: 0.8515 2020-08-17 04:07:37,784 - mmaction - INFO - Epoch [15][220/627] lr: 5.956e-01, eta: 2 days, 11:26:21, time: 1.266, data_time: 0.006, memory: 8470, top1_acc: 0.2512, top5_acc: 0.5053, loss_cls: 3.5149, loss: 3.5149, grad_norm: 0.8451 2020-08-17 04:08:03,210 - mmaction - INFO - Epoch [15][240/627] lr: 5.956e-01, eta: 2 days, 11:25:06, time: 1.273, data_time: 0.005, memory: 8470, top1_acc: 0.2530, top5_acc: 0.4995, loss_cls: 3.5377, loss: 3.5377, grad_norm: 0.8576 2020-08-17 04:08:28,980 - mmaction - INFO - Epoch [15][260/627] lr: 5.956e-01, eta: 2 days, 11:23:56, time: 1.287, data_time: 0.006, memory: 8470, top1_acc: 0.2559, top5_acc: 0.4988, loss_cls: 3.4870, loss: 3.4870, grad_norm: 0.8423 2020-08-17 04:08:56,023 - mmaction - INFO - Epoch [15][280/627] lr: 5.956e-01, eta: 2 days, 11:23:09, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2439, top5_acc: 0.4865, loss_cls: 3.5869, loss: 3.5869, grad_norm: 0.8320 2020-08-17 04:09:24,985 - mmaction - INFO - Epoch [15][300/627] lr: 5.956e-01, eta: 2 days, 11:22:52, time: 1.448, data_time: 0.002, memory: 8470, top1_acc: 0.2542, top5_acc: 0.5008, loss_cls: 3.5081, loss: 3.5081, grad_norm: 0.8401 2020-08-17 04:09:51,232 - mmaction - INFO - Epoch [15][320/627] lr: 5.956e-01, eta: 2 days, 11:21:51, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.2578, top5_acc: 0.4995, loss_cls: 3.5159, loss: 3.5159, grad_norm: 0.8543 2020-08-17 04:10:16,046 - mmaction - INFO - Epoch [15][340/627] lr: 5.956e-01, eta: 2 days, 11:20:26, time: 1.241, data_time: 0.004, memory: 8470, top1_acc: 0.2570, top5_acc: 0.4975, loss_cls: 3.5160, loss: 3.5160, grad_norm: 0.8276 2020-08-17 04:10:41,976 - mmaction - INFO - Epoch [15][360/627] lr: 5.956e-01, eta: 2 days, 11:19:20, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.2521, top5_acc: 0.4952, loss_cls: 3.5138, loss: 3.5138, grad_norm: 0.8608 2020-08-17 04:11:10,151 - mmaction - INFO - Epoch [15][380/627] lr: 5.956e-01, eta: 2 days, 11:18:51, time: 1.410, data_time: 0.003, memory: 8470, top1_acc: 0.2533, top5_acc: 0.4941, loss_cls: 3.5404, loss: 3.5404, grad_norm: 0.8482 2020-08-17 04:11:35,978 - mmaction - INFO - Epoch [15][400/627] lr: 5.956e-01, eta: 2 days, 11:17:43, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.2638, top5_acc: 0.4971, loss_cls: 3.4978, loss: 3.4978, grad_norm: 0.8416 2020-08-17 04:12:03,143 - mmaction - INFO - Epoch [15][420/627] lr: 5.956e-01, eta: 2 days, 11:16:57, time: 1.356, data_time: 0.002, memory: 8470, top1_acc: 0.2562, top5_acc: 0.5056, loss_cls: 3.4952, loss: 3.4952, grad_norm: 0.8513 2020-08-17 04:12:28,824 - mmaction - INFO - Epoch [15][440/627] lr: 5.956e-01, eta: 2 days, 11:15:48, time: 1.285, data_time: 0.006, memory: 8470, top1_acc: 0.2634, top5_acc: 0.5121, loss_cls: 3.4526, loss: 3.4526, grad_norm: 0.8614 2020-08-17 04:12:54,946 - mmaction - INFO - Epoch [15][460/627] lr: 5.956e-01, eta: 2 days, 11:14:46, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.2525, top5_acc: 0.4980, loss_cls: 3.5135, loss: 3.5135, grad_norm: 0.8495 2020-08-17 04:13:20,958 - mmaction - INFO - Epoch [15][480/627] lr: 5.956e-01, eta: 2 days, 11:13:42, time: 1.299, data_time: 0.005, memory: 8470, top1_acc: 0.2507, top5_acc: 0.4983, loss_cls: 3.5145, loss: 3.5145, grad_norm: 0.8414 2020-08-17 04:13:50,646 - mmaction - INFO - Epoch [15][500/627] lr: 5.956e-01, eta: 2 days, 11:13:38, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.2449, top5_acc: 0.4921, loss_cls: 3.5495, loss: 3.5495, grad_norm: 0.8294 2020-08-17 04:14:15,468 - mmaction - INFO - Epoch [15][520/627] lr: 5.956e-01, eta: 2 days, 11:12:15, time: 1.241, data_time: 0.002, memory: 8470, top1_acc: 0.2587, top5_acc: 0.5068, loss_cls: 3.4862, loss: 3.4862, grad_norm: 0.8463 2020-08-17 04:14:41,701 - mmaction - INFO - Epoch [15][540/627] lr: 5.956e-01, eta: 2 days, 11:11:15, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.2462, top5_acc: 0.4958, loss_cls: 3.5058, loss: 3.5058, grad_norm: 0.8393 2020-08-17 04:15:07,161 - mmaction - INFO - Epoch [15][560/627] lr: 5.956e-01, eta: 2 days, 11:10:03, time: 1.274, data_time: 0.005, memory: 8470, top1_acc: 0.2486, top5_acc: 0.4995, loss_cls: 3.5282, loss: 3.5282, grad_norm: 0.8491 2020-08-17 04:15:35,117 - mmaction - INFO - Epoch [15][580/627] lr: 5.956e-01, eta: 2 days, 11:09:31, time: 1.398, data_time: 0.002, memory: 8470, top1_acc: 0.2529, top5_acc: 0.5005, loss_cls: 3.5085, loss: 3.5085, grad_norm: 0.8584 2020-08-17 04:15:59,788 - mmaction - INFO - Epoch [15][600/627] lr: 5.956e-01, eta: 2 days, 11:08:06, time: 1.232, data_time: 0.006, memory: 8470, top1_acc: 0.2477, top5_acc: 0.4993, loss_cls: 3.5105, loss: 3.5105, grad_norm: 0.8421 2020-08-17 04:16:27,473 - mmaction - INFO - Epoch [15][620/627] lr: 5.956e-01, eta: 2 days, 11:07:30, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.2555, top5_acc: 0.4957, loss_cls: 3.5300, loss: 3.5300, grad_norm: 0.8485 2020-08-17 04:17:09,038 - mmaction - INFO - Epoch [16][20/627] lr: 5.949e-01, eta: 2 days, 11:05:32, time: 1.651, data_time: 0.378, memory: 8470, top1_acc: 0.2523, top5_acc: 0.4978, loss_cls: 3.5148, loss: 3.5148, grad_norm: 0.8545 2020-08-17 04:17:35,744 - mmaction - INFO - Epoch [16][40/627] lr: 5.949e-01, eta: 2 days, 11:04:41, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.2522, top5_acc: 0.4932, loss_cls: 3.5257, loss: 3.5257, grad_norm: 0.8562 2020-08-17 04:18:02,323 - mmaction - INFO - Epoch [16][60/627] lr: 5.949e-01, eta: 2 days, 11:03:48, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.2658, top5_acc: 0.5083, loss_cls: 3.4378, loss: 3.4378, grad_norm: 0.8385 2020-08-17 04:18:27,614 - mmaction - INFO - Epoch [16][80/627] lr: 5.949e-01, eta: 2 days, 11:02:34, time: 1.263, data_time: 0.004, memory: 8470, top1_acc: 0.2534, top5_acc: 0.5035, loss_cls: 3.4823, loss: 3.4823, grad_norm: 0.8667 2020-08-17 04:18:54,645 - mmaction - INFO - Epoch [16][100/627] lr: 5.949e-01, eta: 2 days, 11:01:49, time: 1.353, data_time: 0.004, memory: 8470, top1_acc: 0.2600, top5_acc: 0.5107, loss_cls: 3.4578, loss: 3.4578, grad_norm: 0.8587 2020-08-17 04:19:20,023 - mmaction - INFO - Epoch [16][120/627] lr: 5.949e-01, eta: 2 days, 11:00:36, time: 1.267, data_time: 0.005, memory: 8470, top1_acc: 0.2646, top5_acc: 0.5062, loss_cls: 3.4746, loss: 3.4746, grad_norm: 0.8366 2020-08-17 04:19:46,106 - mmaction - INFO - Epoch [16][140/627] lr: 5.949e-01, eta: 2 days, 10:59:35, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.2582, top5_acc: 0.4999, loss_cls: 3.4996, loss: 3.4996, grad_norm: 0.8552 2020-08-17 04:20:12,210 - mmaction - INFO - Epoch [16][160/627] lr: 5.949e-01, eta: 2 days, 10:58:35, time: 1.306, data_time: 0.007, memory: 8470, top1_acc: 0.2663, top5_acc: 0.5094, loss_cls: 3.4421, loss: 3.4421, grad_norm: 0.8556 2020-08-17 04:20:37,740 - mmaction - INFO - Epoch [16][180/627] lr: 5.949e-01, eta: 2 days, 10:57:26, time: 1.276, data_time: 0.005, memory: 8470, top1_acc: 0.2538, top5_acc: 0.5003, loss_cls: 3.5176, loss: 3.5176, grad_norm: 0.8689 2020-08-17 04:21:05,930 - mmaction - INFO - Epoch [16][200/627] lr: 5.949e-01, eta: 2 days, 10:56:59, time: 1.409, data_time: 0.007, memory: 8470, top1_acc: 0.2556, top5_acc: 0.4931, loss_cls: 3.5047, loss: 3.5047, grad_norm: 0.8610 2020-08-17 04:21:32,122 - mmaction - INFO - Epoch [16][220/627] lr: 5.949e-01, eta: 2 days, 10:56:01, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.2604, top5_acc: 0.5016, loss_cls: 3.4846, loss: 3.4846, grad_norm: 0.8628 2020-08-17 04:21:59,731 - mmaction - INFO - Epoch [16][240/627] lr: 5.949e-01, eta: 2 days, 10:55:25, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.2617, top5_acc: 0.5021, loss_cls: 3.4738, loss: 3.4738, grad_norm: 0.8525 2020-08-17 04:22:24,835 - mmaction - INFO - Epoch [16][260/627] lr: 5.949e-01, eta: 2 days, 10:54:09, time: 1.254, data_time: 0.002, memory: 8470, top1_acc: 0.2484, top5_acc: 0.4932, loss_cls: 3.5454, loss: 3.5454, grad_norm: 0.8577 2020-08-17 04:22:51,387 - mmaction - INFO - Epoch [16][280/627] lr: 5.949e-01, eta: 2 days, 10:53:17, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.2573, top5_acc: 0.4971, loss_cls: 3.5019, loss: 3.5019, grad_norm: 0.8397 2020-08-17 04:23:16,220 - mmaction - INFO - Epoch [16][300/627] lr: 5.949e-01, eta: 2 days, 10:51:57, time: 1.239, data_time: 0.006, memory: 8470, top1_acc: 0.2525, top5_acc: 0.5062, loss_cls: 3.4994, loss: 3.4994, grad_norm: 0.8593 2020-08-17 04:23:44,384 - mmaction - INFO - Epoch [16][320/627] lr: 5.949e-01, eta: 2 days, 10:51:30, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.2557, top5_acc: 0.5081, loss_cls: 3.4613, loss: 3.4613, grad_norm: 0.8363 2020-08-17 04:24:10,501 - mmaction - INFO - Epoch [16][340/627] lr: 5.949e-01, eta: 2 days, 10:50:31, time: 1.305, data_time: 0.007, memory: 8470, top1_acc: 0.2487, top5_acc: 0.4983, loss_cls: 3.5030, loss: 3.5030, grad_norm: 0.8541 2020-08-17 04:24:36,504 - mmaction - INFO - Epoch [16][360/627] lr: 5.949e-01, eta: 2 days, 10:49:31, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.2474, top5_acc: 0.4919, loss_cls: 3.5385, loss: 3.5385, grad_norm: 0.8442 2020-08-17 04:25:03,062 - mmaction - INFO - Epoch [16][380/627] lr: 5.949e-01, eta: 2 days, 10:48:39, time: 1.326, data_time: 0.002, memory: 8470, top1_acc: 0.2474, top5_acc: 0.4904, loss_cls: 3.5549, loss: 3.5549, grad_norm: 0.8574 2020-08-17 04:25:28,563 - mmaction - INFO - Epoch [16][400/627] lr: 5.949e-01, eta: 2 days, 10:47:31, time: 1.274, data_time: 0.004, memory: 8470, top1_acc: 0.2474, top5_acc: 0.4917, loss_cls: 3.5431, loss: 3.5431, grad_norm: 0.8516 2020-08-17 04:25:57,387 - mmaction - INFO - Epoch [16][420/627] lr: 5.949e-01, eta: 2 days, 10:47:14, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.2633, top5_acc: 0.5098, loss_cls: 3.4456, loss: 3.4456, grad_norm: 0.8493 2020-08-17 04:26:23,478 - mmaction - INFO - Epoch [16][440/627] lr: 5.949e-01, eta: 2 days, 10:46:16, time: 1.307, data_time: 0.007, memory: 8470, top1_acc: 0.2563, top5_acc: 0.4997, loss_cls: 3.4892, loss: 3.4892, grad_norm: 0.8705 2020-08-17 04:26:50,078 - mmaction - INFO - Epoch [16][460/627] lr: 5.949e-01, eta: 2 days, 10:45:25, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.2583, top5_acc: 0.4931, loss_cls: 3.5147, loss: 3.5147, grad_norm: 0.8473 2020-08-17 04:27:15,666 - mmaction - INFO - Epoch [16][480/627] lr: 5.949e-01, eta: 2 days, 10:44:19, time: 1.282, data_time: 0.006, memory: 8470, top1_acc: 0.2480, top5_acc: 0.4897, loss_cls: 3.5279, loss: 3.5279, grad_norm: 0.8392 2020-08-17 04:27:43,378 - mmaction - INFO - Epoch [16][500/627] lr: 5.949e-01, eta: 2 days, 10:43:45, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.2590, top5_acc: 0.5017, loss_cls: 3.4839, loss: 3.4839, grad_norm: 0.8517 2020-08-17 04:28:09,084 - mmaction - INFO - Epoch [16][520/627] lr: 5.949e-01, eta: 2 days, 10:42:42, time: 1.288, data_time: 0.006, memory: 8470, top1_acc: 0.2576, top5_acc: 0.5072, loss_cls: 3.4698, loss: 3.4698, grad_norm: 0.8560 2020-08-17 04:28:34,072 - mmaction - INFO - Epoch [16][540/627] lr: 5.949e-01, eta: 2 days, 10:41:27, time: 1.249, data_time: 0.006, memory: 8470, top1_acc: 0.2492, top5_acc: 0.4974, loss_cls: 3.5140, loss: 3.5140, grad_norm: 0.8572 2020-08-17 04:29:00,484 - mmaction - INFO - Epoch [16][560/627] lr: 5.949e-01, eta: 2 days, 10:40:34, time: 1.320, data_time: 0.002, memory: 8470, top1_acc: 0.2590, top5_acc: 0.5036, loss_cls: 3.4967, loss: 3.4967, grad_norm: 0.8370 2020-08-17 04:29:27,325 - mmaction - INFO - Epoch [16][580/627] lr: 5.949e-01, eta: 2 days, 10:39:47, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4812, loss: 3.4812, grad_norm: 0.8499 2020-08-17 04:29:54,112 - mmaction - INFO - Epoch [16][600/627] lr: 5.949e-01, eta: 2 days, 10:39:00, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.2547, top5_acc: 0.4980, loss_cls: 3.5088, loss: 3.5088, grad_norm: 0.8549 2020-08-17 04:30:21,887 - mmaction - INFO - Epoch [16][620/627] lr: 5.949e-01, eta: 2 days, 10:38:27, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.2514, top5_acc: 0.4980, loss_cls: 3.5317, loss: 3.5317, grad_norm: 0.8569 2020-08-17 04:30:30,254 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-08-17 04:31:01,896 - mmaction - INFO - Epoch [17][20/627] lr: 5.942e-01, eta: 2 days, 10:35:55, time: 1.513, data_time: 0.343, memory: 8470, top1_acc: 0.2530, top5_acc: 0.4904, loss_cls: 3.5057, loss: 3.5057, grad_norm: 0.8633 2020-08-17 04:31:26,735 - mmaction - INFO - Epoch [17][40/627] lr: 5.942e-01, eta: 2 days, 10:34:40, time: 1.244, data_time: 0.006, memory: 8470, top1_acc: 0.2704, top5_acc: 0.5094, loss_cls: 3.4591, loss: 3.4591, grad_norm: 0.8620 2020-08-17 04:31:52,621 - mmaction - INFO - Epoch [17][60/627] lr: 5.942e-01, eta: 2 days, 10:33:40, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.2540, top5_acc: 0.5029, loss_cls: 3.4776, loss: 3.4776, grad_norm: 0.8654 2020-08-17 04:32:19,770 - mmaction - INFO - Epoch [17][80/627] lr: 5.942e-01, eta: 2 days, 10:32:58, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.2577, top5_acc: 0.5005, loss_cls: 3.4727, loss: 3.4727, grad_norm: 0.8648 2020-08-17 04:32:45,758 - mmaction - INFO - Epoch [17][100/627] lr: 5.942e-01, eta: 2 days, 10:32:00, time: 1.302, data_time: 0.007, memory: 8470, top1_acc: 0.2561, top5_acc: 0.5060, loss_cls: 3.4674, loss: 3.4674, grad_norm: 0.8638 2020-08-17 04:33:12,866 - mmaction - INFO - Epoch [17][120/627] lr: 5.942e-01, eta: 2 days, 10:31:18, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2634, top5_acc: 0.5139, loss_cls: 3.4485, loss: 3.4485, grad_norm: 0.8445 2020-08-17 04:33:38,252 - mmaction - INFO - Epoch [17][140/627] lr: 5.942e-01, eta: 2 days, 10:30:11, time: 1.269, data_time: 0.006, memory: 8470, top1_acc: 0.2725, top5_acc: 0.5165, loss_cls: 3.4283, loss: 3.4283, grad_norm: 0.8654 2020-08-17 04:34:05,762 - mmaction - INFO - Epoch [17][160/627] lr: 5.942e-01, eta: 2 days, 10:29:36, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.2650, top5_acc: 0.5079, loss_cls: 3.4565, loss: 3.4565, grad_norm: 0.8602 2020-08-17 04:34:32,933 - mmaction - INFO - Epoch [17][180/627] lr: 5.942e-01, eta: 2 days, 10:28:55, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.2582, top5_acc: 0.4944, loss_cls: 3.5137, loss: 3.5137, grad_norm: 0.8713 2020-08-17 04:35:00,772 - mmaction - INFO - Epoch [17][200/627] lr: 5.942e-01, eta: 2 days, 10:28:25, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.2564, top5_acc: 0.5064, loss_cls: 3.4778, loss: 3.4778, grad_norm: 0.8585 2020-08-17 04:35:28,513 - mmaction - INFO - Epoch [17][220/627] lr: 5.942e-01, eta: 2 days, 10:27:53, time: 1.388, data_time: 0.003, memory: 8470, top1_acc: 0.2583, top5_acc: 0.4990, loss_cls: 3.5104, loss: 3.5104, grad_norm: 0.8464 2020-08-17 04:35:53,980 - mmaction - INFO - Epoch [17][240/627] lr: 5.942e-01, eta: 2 days, 10:26:48, time: 1.271, data_time: 0.004, memory: 8470, top1_acc: 0.2637, top5_acc: 0.5070, loss_cls: 3.4825, loss: 3.4825, grad_norm: 0.8657 2020-08-17 04:36:20,320 - mmaction - INFO - Epoch [17][260/627] lr: 5.942e-01, eta: 2 days, 10:25:56, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.2676, top5_acc: 0.5072, loss_cls: 3.4427, loss: 3.4427, grad_norm: 0.8596 2020-08-17 04:36:46,881 - mmaction - INFO - Epoch [17][280/627] lr: 5.942e-01, eta: 2 days, 10:25:06, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.2660, top5_acc: 0.5204, loss_cls: 3.4254, loss: 3.4254, grad_norm: 0.8706 2020-08-17 04:37:12,465 - mmaction - INFO - Epoch [17][300/627] lr: 5.942e-01, eta: 2 days, 10:24:03, time: 1.280, data_time: 0.004, memory: 8470, top1_acc: 0.2544, top5_acc: 0.5076, loss_cls: 3.4738, loss: 3.4738, grad_norm: 0.8589 2020-08-17 04:37:39,864 - mmaction - INFO - Epoch [17][320/627] lr: 5.942e-01, eta: 2 days, 10:23:26, time: 1.368, data_time: 0.004, memory: 8470, top1_acc: 0.2507, top5_acc: 0.5051, loss_cls: 3.4682, loss: 3.4682, grad_norm: 0.8641 2020-08-17 04:38:05,520 - mmaction - INFO - Epoch [17][340/627] lr: 5.942e-01, eta: 2 days, 10:22:25, time: 1.285, data_time: 0.005, memory: 8470, top1_acc: 0.2671, top5_acc: 0.5069, loss_cls: 3.4513, loss: 3.4513, grad_norm: 0.8761 2020-08-17 04:38:31,309 - mmaction - INFO - Epoch [17][360/627] lr: 5.942e-01, eta: 2 days, 10:21:25, time: 1.289, data_time: 0.005, memory: 8470, top1_acc: 0.2563, top5_acc: 0.4943, loss_cls: 3.5137, loss: 3.5137, grad_norm: 0.8527 2020-08-17 04:38:57,740 - mmaction - INFO - Epoch [17][380/627] lr: 5.942e-01, eta: 2 days, 10:20:34, time: 1.322, data_time: 0.002, memory: 8470, top1_acc: 0.2607, top5_acc: 0.5086, loss_cls: 3.4817, loss: 3.4817, grad_norm: 0.8719 2020-08-17 04:39:24,004 - mmaction - INFO - Epoch [17][400/627] lr: 5.942e-01, eta: 2 days, 10:19:41, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.2586, top5_acc: 0.4993, loss_cls: 3.5028, loss: 3.5028, grad_norm: 0.8489 2020-08-17 04:39:50,449 - mmaction - INFO - Epoch [17][420/627] lr: 5.942e-01, eta: 2 days, 10:18:52, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.2556, top5_acc: 0.5016, loss_cls: 3.4909, loss: 3.4909, grad_norm: 0.8671 2020-08-17 04:40:17,067 - mmaction - INFO - Epoch [17][440/627] lr: 5.942e-01, eta: 2 days, 10:18:04, time: 1.329, data_time: 0.004, memory: 8470, top1_acc: 0.2668, top5_acc: 0.5056, loss_cls: 3.4519, loss: 3.4519, grad_norm: 0.8648 2020-08-17 04:40:43,302 - mmaction - INFO - Epoch [17][460/627] lr: 5.942e-01, eta: 2 days, 10:17:11, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.2629, top5_acc: 0.5074, loss_cls: 3.4466, loss: 3.4466, grad_norm: 0.8554 2020-08-17 04:41:09,219 - mmaction - INFO - Epoch [17][480/627] lr: 5.942e-01, eta: 2 days, 10:16:14, time: 1.297, data_time: 0.004, memory: 8470, top1_acc: 0.2496, top5_acc: 0.4964, loss_cls: 3.5371, loss: 3.5371, grad_norm: 0.8684 2020-08-17 04:41:35,517 - mmaction - INFO - Epoch [17][500/627] lr: 5.942e-01, eta: 2 days, 10:15:22, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.2608, top5_acc: 0.5040, loss_cls: 3.4607, loss: 3.4607, grad_norm: 0.8507 2020-08-17 04:42:00,800 - mmaction - INFO - Epoch [17][520/627] lr: 5.942e-01, eta: 2 days, 10:14:16, time: 1.266, data_time: 0.005, memory: 8470, top1_acc: 0.2570, top5_acc: 0.4980, loss_cls: 3.5216, loss: 3.5216, grad_norm: 0.8584 2020-08-17 04:42:27,308 - mmaction - INFO - Epoch [17][540/627] lr: 5.942e-01, eta: 2 days, 10:13:28, time: 1.325, data_time: 0.002, memory: 8470, top1_acc: 0.2602, top5_acc: 0.5091, loss_cls: 3.4821, loss: 3.4821, grad_norm: 0.8605 2020-08-17 04:42:55,073 - mmaction - INFO - Epoch [17][560/627] lr: 5.942e-01, eta: 2 days, 10:12:56, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.2479, top5_acc: 0.4995, loss_cls: 3.5099, loss: 3.5099, grad_norm: 0.8577 2020-08-17 04:43:20,961 - mmaction - INFO - Epoch [17][580/627] lr: 5.942e-01, eta: 2 days, 10:11:59, time: 1.294, data_time: 0.007, memory: 8470, top1_acc: 0.2578, top5_acc: 0.5122, loss_cls: 3.4924, loss: 3.4924, grad_norm: 0.8567 2020-08-17 04:43:47,674 - mmaction - INFO - Epoch [17][600/627] lr: 5.942e-01, eta: 2 days, 10:11:14, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2661, top5_acc: 0.5113, loss_cls: 3.4686, loss: 3.4686, grad_norm: 0.8502 2020-08-17 04:44:15,230 - mmaction - INFO - Epoch [17][620/627] lr: 5.942e-01, eta: 2 days, 10:10:40, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.2589, top5_acc: 0.4997, loss_cls: 3.4844, loss: 3.4844, grad_norm: 0.8624 2020-08-17 04:44:56,411 - mmaction - INFO - Epoch [18][20/627] lr: 5.935e-01, eta: 2 days, 10:08:25, time: 1.540, data_time: 0.382, memory: 8470, top1_acc: 0.2566, top5_acc: 0.5010, loss_cls: 3.4808, loss: 3.4808, grad_norm: 0.8547 2020-08-17 04:45:22,141 - mmaction - INFO - Epoch [18][40/627] lr: 5.935e-01, eta: 2 days, 10:07:26, time: 1.287, data_time: 0.005, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5273, loss_cls: 3.4064, loss: 3.4064, grad_norm: 0.8487 2020-08-17 04:45:46,674 - mmaction - INFO - Epoch [18][60/627] lr: 5.935e-01, eta: 2 days, 10:06:11, time: 1.229, data_time: 0.006, memory: 8470, top1_acc: 0.2655, top5_acc: 0.5095, loss_cls: 3.4419, loss: 3.4419, grad_norm: 0.8733 2020-08-17 04:46:14,142 - mmaction - INFO - Epoch [18][80/627] lr: 5.935e-01, eta: 2 days, 10:05:37, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.2629, top5_acc: 0.5052, loss_cls: 3.4862, loss: 3.4862, grad_norm: 0.8540 2020-08-17 04:46:40,136 - mmaction - INFO - Epoch [18][100/627] lr: 5.935e-01, eta: 2 days, 10:04:42, time: 1.300, data_time: 0.005, memory: 8470, top1_acc: 0.2697, top5_acc: 0.5188, loss_cls: 3.4272, loss: 3.4272, grad_norm: 0.8599 2020-08-17 04:47:08,776 - mmaction - INFO - Epoch [18][120/627] lr: 5.935e-01, eta: 2 days, 10:04:24, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.2612, top5_acc: 0.5040, loss_cls: 3.4563, loss: 3.4563, grad_norm: 0.8612 2020-08-17 04:47:35,501 - mmaction - INFO - Epoch [18][140/627] lr: 5.935e-01, eta: 2 days, 10:03:40, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.2716, top5_acc: 0.5120, loss_cls: 3.4156, loss: 3.4156, grad_norm: 0.8688 2020-08-17 04:48:01,505 - mmaction - INFO - Epoch [18][160/627] lr: 5.935e-01, eta: 2 days, 10:02:45, time: 1.300, data_time: 0.005, memory: 8470, top1_acc: 0.2602, top5_acc: 0.5051, loss_cls: 3.4796, loss: 3.4796, grad_norm: 0.8669 2020-08-17 04:48:27,534 - mmaction - INFO - Epoch [18][180/627] lr: 5.935e-01, eta: 2 days, 10:01:51, time: 1.300, data_time: 0.002, memory: 8470, top1_acc: 0.2680, top5_acc: 0.5086, loss_cls: 3.4658, loss: 3.4658, grad_norm: 0.8672 2020-08-17 04:48:54,557 - mmaction - INFO - Epoch [18][200/627] lr: 5.935e-01, eta: 2 days, 10:01:11, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.2599, top5_acc: 0.5010, loss_cls: 3.4984, loss: 3.4984, grad_norm: 0.8685 2020-08-17 04:49:20,688 - mmaction - INFO - Epoch [18][220/627] lr: 5.935e-01, eta: 2 days, 10:00:18, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.2716, top5_acc: 0.5126, loss_cls: 3.4307, loss: 3.4307, grad_norm: 0.8552 2020-08-17 04:49:46,225 - mmaction - INFO - Epoch [18][240/627] lr: 5.935e-01, eta: 2 days, 9:59:18, time: 1.278, data_time: 0.005, memory: 8470, top1_acc: 0.2589, top5_acc: 0.5069, loss_cls: 3.4474, loss: 3.4474, grad_norm: 0.8668 2020-08-17 04:50:14,933 - mmaction - INFO - Epoch [18][260/627] lr: 5.935e-01, eta: 2 days, 9:59:00, time: 1.432, data_time: 0.002, memory: 8470, top1_acc: 0.2664, top5_acc: 0.5178, loss_cls: 3.4663, loss: 3.4663, grad_norm: 0.8699 2020-08-17 04:50:42,756 - mmaction - INFO - Epoch [18][280/627] lr: 5.935e-01, eta: 2 days, 9:58:31, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.2772, top5_acc: 0.5195, loss_cls: 3.4182, loss: 3.4182, grad_norm: 0.8666 2020-08-17 04:51:09,035 - mmaction - INFO - Epoch [18][300/627] lr: 5.935e-01, eta: 2 days, 9:57:42, time: 1.315, data_time: 0.006, memory: 8470, top1_acc: 0.2579, top5_acc: 0.5064, loss_cls: 3.4803, loss: 3.4803, grad_norm: 0.8829 2020-08-17 04:51:37,322 - mmaction - INFO - Epoch [18][320/627] lr: 5.935e-01, eta: 2 days, 9:57:19, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.2639, top5_acc: 0.5130, loss_cls: 3.4516, loss: 3.4516, grad_norm: 0.8496 2020-08-17 04:52:02,836 - mmaction - INFO - Epoch [18][340/627] lr: 5.935e-01, eta: 2 days, 9:56:19, time: 1.276, data_time: 0.005, memory: 8470, top1_acc: 0.2612, top5_acc: 0.4987, loss_cls: 3.5086, loss: 3.5086, grad_norm: 0.8687 2020-08-17 04:52:28,908 - mmaction - INFO - Epoch [18][360/627] lr: 5.935e-01, eta: 2 days, 9:55:26, time: 1.304, data_time: 0.002, memory: 8470, top1_acc: 0.2577, top5_acc: 0.5082, loss_cls: 3.4709, loss: 3.4709, grad_norm: 0.8575 2020-08-17 04:52:56,077 - mmaction - INFO - Epoch [18][380/627] lr: 5.935e-01, eta: 2 days, 9:54:48, time: 1.359, data_time: 0.002, memory: 8470, top1_acc: 0.2672, top5_acc: 0.5124, loss_cls: 3.4409, loss: 3.4409, grad_norm: 0.8631 2020-08-17 04:53:21,850 - mmaction - INFO - Epoch [18][400/627] lr: 5.935e-01, eta: 2 days, 9:53:51, time: 1.286, data_time: 0.003, memory: 8470, top1_acc: 0.2628, top5_acc: 0.5031, loss_cls: 3.4838, loss: 3.4838, grad_norm: 0.8725 2020-08-17 04:53:48,079 - mmaction - INFO - Epoch [18][420/627] lr: 5.935e-01, eta: 2 days, 9:53:01, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.2682, top5_acc: 0.5152, loss_cls: 3.4254, loss: 3.4254, grad_norm: 0.8499 2020-08-17 04:54:16,472 - mmaction - INFO - Epoch [18][440/627] lr: 5.935e-01, eta: 2 days, 9:52:40, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.2560, top5_acc: 0.5057, loss_cls: 3.4440, loss: 3.4440, grad_norm: 0.8754 2020-08-17 04:54:42,744 - mmaction - INFO - Epoch [18][460/627] lr: 5.935e-01, eta: 2 days, 9:51:50, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.2573, top5_acc: 0.5016, loss_cls: 3.4771, loss: 3.4771, grad_norm: 0.8620 2020-08-17 04:55:07,682 - mmaction - INFO - Epoch [18][480/627] lr: 5.935e-01, eta: 2 days, 9:50:43, time: 1.250, data_time: 0.006, memory: 8470, top1_acc: 0.2535, top5_acc: 0.5051, loss_cls: 3.4784, loss: 3.4784, grad_norm: 0.8656 2020-08-17 04:55:37,061 - mmaction - INFO - Epoch [18][500/627] lr: 5.935e-01, eta: 2 days, 9:50:35, time: 1.469, data_time: 0.002, memory: 8470, top1_acc: 0.2642, top5_acc: 0.5082, loss_cls: 3.4481, loss: 3.4481, grad_norm: 0.8562 2020-08-17 04:56:01,850 - mmaction - INFO - Epoch [18][520/627] lr: 5.935e-01, eta: 2 days, 9:49:26, time: 1.237, data_time: 0.006, memory: 8470, top1_acc: 0.2650, top5_acc: 0.5195, loss_cls: 3.4189, loss: 3.4189, grad_norm: 0.8766 2020-08-17 04:56:27,289 - mmaction - INFO - Epoch [18][540/627] lr: 5.935e-01, eta: 2 days, 9:48:26, time: 1.274, data_time: 0.005, memory: 8470, top1_acc: 0.2672, top5_acc: 0.5023, loss_cls: 3.4621, loss: 3.4621, grad_norm: 0.8572 2020-08-17 04:56:55,559 - mmaction - INFO - Epoch [18][560/627] lr: 5.935e-01, eta: 2 days, 9:48:03, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.2624, top5_acc: 0.5009, loss_cls: 3.4755, loss: 3.4755, grad_norm: 0.8652 2020-08-17 04:57:21,814 - mmaction - INFO - Epoch [18][580/627] lr: 5.935e-01, eta: 2 days, 9:47:14, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.2523, top5_acc: 0.4958, loss_cls: 3.5148, loss: 3.5148, grad_norm: 0.8577 2020-08-17 04:57:48,622 - mmaction - INFO - Epoch [18][600/627] lr: 5.935e-01, eta: 2 days, 9:46:31, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.2671, top5_acc: 0.5138, loss_cls: 3.4217, loss: 3.4217, grad_norm: 0.8554 2020-08-17 04:58:15,430 - mmaction - INFO - Epoch [18][620/627] lr: 5.935e-01, eta: 2 days, 9:45:49, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.2628, top5_acc: 0.5073, loss_cls: 3.4607, loss: 3.4607, grad_norm: 0.8856 2020-08-17 04:58:54,497 - mmaction - INFO - Epoch [19][20/627] lr: 5.927e-01, eta: 2 days, 9:43:44, time: 1.548, data_time: 0.417, memory: 8470, top1_acc: 0.2625, top5_acc: 0.5085, loss_cls: 3.4761, loss: 3.4761, grad_norm: 0.8688 2020-08-17 04:59:19,738 - mmaction - INFO - Epoch [19][40/627] lr: 5.927e-01, eta: 2 days, 9:42:42, time: 1.264, data_time: 0.006, memory: 8470, top1_acc: 0.2646, top5_acc: 0.5010, loss_cls: 3.4613, loss: 3.4613, grad_norm: 0.8655 2020-08-17 04:59:44,906 - mmaction - INFO - Epoch [19][60/627] lr: 5.927e-01, eta: 2 days, 9:41:38, time: 1.257, data_time: 0.005, memory: 8470, top1_acc: 0.2630, top5_acc: 0.5076, loss_cls: 3.4578, loss: 3.4578, grad_norm: 0.8589 2020-08-17 05:00:14,386 - mmaction - INFO - Epoch [19][80/627] lr: 5.927e-01, eta: 2 days, 9:41:30, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5211, loss_cls: 3.4053, loss: 3.4053, grad_norm: 0.8706 2020-08-17 05:00:39,648 - mmaction - INFO - Epoch [19][100/627] lr: 5.927e-01, eta: 2 days, 9:40:30, time: 1.270, data_time: 0.014, memory: 8470, top1_acc: 0.2630, top5_acc: 0.5044, loss_cls: 3.4822, loss: 3.4822, grad_norm: 0.8583 2020-08-17 05:01:07,385 - mmaction - INFO - Epoch [19][120/627] lr: 5.927e-01, eta: 2 days, 9:40:01, time: 1.387, data_time: 0.003, memory: 8470, top1_acc: 0.2712, top5_acc: 0.5081, loss_cls: 3.4393, loss: 3.4393, grad_norm: 0.8653 2020-08-17 05:01:32,267 - mmaction - INFO - Epoch [19][140/627] lr: 5.927e-01, eta: 2 days, 9:38:54, time: 1.242, data_time: 0.005, memory: 8470, top1_acc: 0.2751, top5_acc: 0.5193, loss_cls: 3.4097, loss: 3.4097, grad_norm: 0.8621 2020-08-17 05:01:59,703 - mmaction - INFO - Epoch [19][160/627] lr: 5.927e-01, eta: 2 days, 9:38:21, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.2654, top5_acc: 0.5154, loss_cls: 3.4439, loss: 3.4439, grad_norm: 0.8824 2020-08-17 05:02:28,111 - mmaction - INFO - Epoch [19][180/627] lr: 5.927e-01, eta: 2 days, 9:38:01, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.2641, top5_acc: 0.5145, loss_cls: 3.4186, loss: 3.4186, grad_norm: 0.8735 2020-08-17 05:02:55,614 - mmaction - INFO - Epoch [19][200/627] lr: 5.927e-01, eta: 2 days, 9:37:28, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.2677, top5_acc: 0.5118, loss_cls: 3.4539, loss: 3.4539, grad_norm: 0.8792 2020-08-17 05:03:22,032 - mmaction - INFO - Epoch [19][220/627] lr: 5.927e-01, eta: 2 days, 9:36:42, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.2594, top5_acc: 0.5061, loss_cls: 3.4738, loss: 3.4738, grad_norm: 0.8665 2020-08-17 05:03:48,086 - mmaction - INFO - Epoch [19][240/627] lr: 5.927e-01, eta: 2 days, 9:35:51, time: 1.302, data_time: 0.005, memory: 8470, top1_acc: 0.2652, top5_acc: 0.5069, loss_cls: 3.4628, loss: 3.4628, grad_norm: 0.8656 2020-08-17 05:04:13,944 - mmaction - INFO - Epoch [19][260/627] lr: 5.927e-01, eta: 2 days, 9:34:58, time: 1.294, data_time: 0.006, memory: 8470, top1_acc: 0.2635, top5_acc: 0.5060, loss_cls: 3.4754, loss: 3.4754, grad_norm: 0.8528 2020-08-17 05:04:39,724 - mmaction - INFO - Epoch [19][280/627] lr: 5.927e-01, eta: 2 days, 9:34:04, time: 1.290, data_time: 0.004, memory: 8470, top1_acc: 0.2663, top5_acc: 0.5169, loss_cls: 3.4275, loss: 3.4275, grad_norm: 0.8660 2020-08-17 05:05:06,463 - mmaction - INFO - Epoch [19][300/627] lr: 5.927e-01, eta: 2 days, 9:33:22, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.2684, top5_acc: 0.5158, loss_cls: 3.4416, loss: 3.4416, grad_norm: 0.8785 2020-08-17 05:05:32,193 - mmaction - INFO - Epoch [19][320/627] lr: 5.927e-01, eta: 2 days, 9:32:27, time: 1.287, data_time: 0.003, memory: 8470, top1_acc: 0.2695, top5_acc: 0.5164, loss_cls: 3.4124, loss: 3.4124, grad_norm: 0.8520 2020-08-17 05:06:00,650 - mmaction - INFO - Epoch [19][340/627] lr: 5.927e-01, eta: 2 days, 9:32:07, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.2655, top5_acc: 0.5108, loss_cls: 3.4603, loss: 3.4603, grad_norm: 0.8826 2020-08-17 05:06:27,146 - mmaction - INFO - Epoch [19][360/627] lr: 5.927e-01, eta: 2 days, 9:31:23, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.2715, top5_acc: 0.5242, loss_cls: 3.3952, loss: 3.3952, grad_norm: 0.8650 2020-08-17 05:06:52,033 - mmaction - INFO - Epoch [19][380/627] lr: 5.927e-01, eta: 2 days, 9:30:18, time: 1.244, data_time: 0.005, memory: 8470, top1_acc: 0.2656, top5_acc: 0.5128, loss_cls: 3.4395, loss: 3.4395, grad_norm: 0.8732 2020-08-17 05:07:17,644 - mmaction - INFO - Epoch [19][400/627] lr: 5.927e-01, eta: 2 days, 9:29:22, time: 1.281, data_time: 0.002, memory: 8470, top1_acc: 0.2622, top5_acc: 0.5212, loss_cls: 3.4427, loss: 3.4427, grad_norm: 0.8849 2020-08-17 05:07:45,115 - mmaction - INFO - Epoch [19][420/627] lr: 5.927e-01, eta: 2 days, 9:28:49, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.2651, top5_acc: 0.5154, loss_cls: 3.4465, loss: 3.4465, grad_norm: 0.8633 2020-08-17 05:08:11,976 - mmaction - INFO - Epoch [19][440/627] lr: 5.927e-01, eta: 2 days, 9:28:10, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.2600, top5_acc: 0.5108, loss_cls: 3.4578, loss: 3.4578, grad_norm: 0.8632 2020-08-17 05:08:37,348 - mmaction - INFO - Epoch [19][460/627] lr: 5.927e-01, eta: 2 days, 9:27:11, time: 1.268, data_time: 0.007, memory: 8470, top1_acc: 0.2665, top5_acc: 0.5090, loss_cls: 3.4500, loss: 3.4500, grad_norm: 0.8741 2020-08-17 05:09:02,731 - mmaction - INFO - Epoch [19][480/627] lr: 5.927e-01, eta: 2 days, 9:26:12, time: 1.269, data_time: 0.005, memory: 8470, top1_acc: 0.2668, top5_acc: 0.5077, loss_cls: 3.4594, loss: 3.4594, grad_norm: 0.8633 2020-08-17 05:09:31,487 - mmaction - INFO - Epoch [19][500/627] lr: 5.927e-01, eta: 2 days, 9:25:57, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.2624, top5_acc: 0.5094, loss_cls: 3.4601, loss: 3.4601, grad_norm: 0.8600 2020-08-17 05:09:55,812 - mmaction - INFO - Epoch [19][520/627] lr: 5.927e-01, eta: 2 days, 9:24:45, time: 1.214, data_time: 0.006, memory: 8470, top1_acc: 0.2604, top5_acc: 0.5048, loss_cls: 3.4665, loss: 3.4665, grad_norm: 0.8731 2020-08-17 05:10:24,292 - mmaction - INFO - Epoch [19][540/627] lr: 5.927e-01, eta: 2 days, 9:24:26, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.2647, top5_acc: 0.5025, loss_cls: 3.4744, loss: 3.4744, grad_norm: 0.8827 2020-08-17 05:10:50,489 - mmaction - INFO - Epoch [19][560/627] lr: 5.927e-01, eta: 2 days, 9:23:38, time: 1.310, data_time: 0.002, memory: 8470, top1_acc: 0.2664, top5_acc: 0.5147, loss_cls: 3.4410, loss: 3.4410, grad_norm: 0.8713 2020-08-17 05:11:15,219 - mmaction - INFO - Epoch [19][580/627] lr: 5.927e-01, eta: 2 days, 9:22:32, time: 1.236, data_time: 0.005, memory: 8470, top1_acc: 0.2663, top5_acc: 0.5000, loss_cls: 3.4848, loss: 3.4848, grad_norm: 0.8664 2020-08-17 05:11:42,359 - mmaction - INFO - Epoch [19][600/627] lr: 5.927e-01, eta: 2 days, 9:21:56, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.2628, top5_acc: 0.5059, loss_cls: 3.4677, loss: 3.4677, grad_norm: 0.8781 2020-08-17 05:12:08,254 - mmaction - INFO - Epoch [19][620/627] lr: 5.927e-01, eta: 2 days, 9:21:04, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.2621, top5_acc: 0.5069, loss_cls: 3.4676, loss: 3.4676, grad_norm: 0.8693 2020-08-17 05:12:50,117 - mmaction - INFO - Epoch [20][20/627] lr: 5.919e-01, eta: 2 days, 9:19:21, time: 1.612, data_time: 0.523, memory: 8470, top1_acc: 0.2629, top5_acc: 0.5027, loss_cls: 3.4660, loss: 3.4660, grad_norm: 0.8586 2020-08-17 05:13:17,004 - mmaction - INFO - Epoch [20][40/627] lr: 5.919e-01, eta: 2 days, 9:18:43, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.2583, top5_acc: 0.5129, loss_cls: 3.4510, loss: 3.4510, grad_norm: 0.8825 2020-08-17 05:13:45,417 - mmaction - INFO - Epoch [20][60/627] lr: 5.919e-01, eta: 2 days, 9:18:22, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.2633, top5_acc: 0.5001, loss_cls: 3.4646, loss: 3.4646, grad_norm: 0.8749 2020-08-17 05:14:11,218 - mmaction - INFO - Epoch [20][80/627] lr: 5.919e-01, eta: 2 days, 9:17:31, time: 1.292, data_time: 0.006, memory: 8470, top1_acc: 0.2704, top5_acc: 0.5202, loss_cls: 3.4136, loss: 3.4136, grad_norm: 0.8706 2020-08-17 05:14:36,675 - mmaction - INFO - Epoch [20][100/627] lr: 5.919e-01, eta: 2 days, 9:16:34, time: 1.273, data_time: 0.005, memory: 8470, top1_acc: 0.2742, top5_acc: 0.5154, loss_cls: 3.4157, loss: 3.4157, grad_norm: 0.8673 2020-08-17 05:15:04,776 - mmaction - INFO - Epoch [20][120/627] lr: 5.919e-01, eta: 2 days, 9:16:11, time: 1.405, data_time: 0.008, memory: 8470, top1_acc: 0.2717, top5_acc: 0.5228, loss_cls: 3.3894, loss: 3.3894, grad_norm: 0.8620 2020-08-17 05:15:31,438 - mmaction - INFO - Epoch [20][140/627] lr: 5.919e-01, eta: 2 days, 9:15:29, time: 1.334, data_time: 0.003, memory: 8470, top1_acc: 0.2660, top5_acc: 0.5193, loss_cls: 3.4414, loss: 3.4414, grad_norm: 0.8926 2020-08-17 05:15:58,139 - mmaction - INFO - Epoch [20][160/627] lr: 5.919e-01, eta: 2 days, 9:14:48, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.2742, top5_acc: 0.5125, loss_cls: 3.4270, loss: 3.4270, grad_norm: 0.8627 2020-08-17 05:16:24,844 - mmaction - INFO - Epoch [20][180/627] lr: 5.919e-01, eta: 2 days, 9:14:08, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.2642, top5_acc: 0.5038, loss_cls: 3.4627, loss: 3.4627, grad_norm: 0.8809 2020-08-17 05:16:51,960 - mmaction - INFO - Epoch [20][200/627] lr: 5.919e-01, eta: 2 days, 9:13:31, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2766, top5_acc: 0.5223, loss_cls: 3.3788, loss: 3.3788, grad_norm: 0.8657 2020-08-17 05:17:19,049 - mmaction - INFO - Epoch [20][220/627] lr: 5.919e-01, eta: 2 days, 9:12:56, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.2699, top5_acc: 0.5168, loss_cls: 3.4177, loss: 3.4177, grad_norm: 0.8864 2020-08-17 05:17:45,817 - mmaction - INFO - Epoch [20][240/627] lr: 5.919e-01, eta: 2 days, 9:12:15, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.2660, top5_acc: 0.5001, loss_cls: 3.4750, loss: 3.4750, grad_norm: 0.8757 2020-08-17 05:18:11,775 - mmaction - INFO - Epoch [20][260/627] lr: 5.919e-01, eta: 2 days, 9:11:26, time: 1.300, data_time: 0.006, memory: 8470, top1_acc: 0.2674, top5_acc: 0.5138, loss_cls: 3.4264, loss: 3.4264, grad_norm: 0.8782 2020-08-17 05:18:39,371 - mmaction - INFO - Epoch [20][280/627] lr: 5.919e-01, eta: 2 days, 9:10:56, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.2725, top5_acc: 0.5206, loss_cls: 3.4080, loss: 3.4080, grad_norm: 0.8710 2020-08-17 05:19:06,676 - mmaction - INFO - Epoch [20][300/627] lr: 5.919e-01, eta: 2 days, 9:10:23, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.2586, top5_acc: 0.5126, loss_cls: 3.4486, loss: 3.4486, grad_norm: 0.8842 2020-08-17 05:19:32,782 - mmaction - INFO - Epoch [20][320/627] lr: 5.919e-01, eta: 2 days, 9:09:35, time: 1.303, data_time: 0.005, memory: 8470, top1_acc: 0.2706, top5_acc: 0.5184, loss_cls: 3.4094, loss: 3.4094, grad_norm: 0.8724 2020-08-17 05:20:00,347 - mmaction - INFO - Epoch [20][340/627] lr: 5.919e-01, eta: 2 days, 9:09:05, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.2682, top5_acc: 0.5181, loss_cls: 3.4129, loss: 3.4129, grad_norm: 0.8876 2020-08-17 05:20:28,753 - mmaction - INFO - Epoch [20][360/627] lr: 5.919e-01, eta: 2 days, 9:08:45, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.2671, top5_acc: 0.5190, loss_cls: 3.4273, loss: 3.4273, grad_norm: 0.8826 2020-08-17 05:20:56,185 - mmaction - INFO - Epoch [20][380/627] lr: 5.919e-01, eta: 2 days, 9:08:14, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.2680, top5_acc: 0.5125, loss_cls: 3.4379, loss: 3.4379, grad_norm: 0.8749 2020-08-17 05:21:22,435 - mmaction - INFO - Epoch [20][400/627] lr: 5.919e-01, eta: 2 days, 9:07:27, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5237, loss_cls: 3.3719, loss: 3.3719, grad_norm: 0.8772 2020-08-17 05:21:50,573 - mmaction - INFO - Epoch [20][420/627] lr: 5.919e-01, eta: 2 days, 9:07:05, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.2646, top5_acc: 0.5177, loss_cls: 3.4316, loss: 3.4316, grad_norm: 0.8913 2020-08-17 05:22:16,878 - mmaction - INFO - Epoch [20][440/627] lr: 5.919e-01, eta: 2 days, 9:06:19, time: 1.315, data_time: 0.004, memory: 8470, top1_acc: 0.2693, top5_acc: 0.5177, loss_cls: 3.4136, loss: 3.4136, grad_norm: 0.8521 2020-08-17 05:22:43,097 - mmaction - INFO - Epoch [20][460/627] lr: 5.919e-01, eta: 2 days, 9:05:33, time: 1.312, data_time: 0.007, memory: 8470, top1_acc: 0.2658, top5_acc: 0.5103, loss_cls: 3.4491, loss: 3.4491, grad_norm: 0.8748 2020-08-17 05:23:10,032 - mmaction - INFO - Epoch [20][480/627] lr: 5.919e-01, eta: 2 days, 9:04:56, time: 1.347, data_time: 0.003, memory: 8470, top1_acc: 0.2760, top5_acc: 0.5180, loss_cls: 3.4094, loss: 3.4094, grad_norm: 0.8663 2020-08-17 05:23:36,024 - mmaction - INFO - Epoch [20][500/627] lr: 5.919e-01, eta: 2 days, 9:04:07, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.2810, top5_acc: 0.5189, loss_cls: 3.4113, loss: 3.4113, grad_norm: 0.8663 2020-08-17 05:24:03,419 - mmaction - INFO - Epoch [20][520/627] lr: 5.919e-01, eta: 2 days, 9:03:35, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.2652, top5_acc: 0.5139, loss_cls: 3.4554, loss: 3.4554, grad_norm: 0.8730 2020-08-17 05:24:30,392 - mmaction - INFO - Epoch [20][540/627] lr: 5.919e-01, eta: 2 days, 9:02:58, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.2707, top5_acc: 0.5169, loss_cls: 3.4214, loss: 3.4214, grad_norm: 0.8866 2020-08-17 05:24:57,172 - mmaction - INFO - Epoch [20][560/627] lr: 5.919e-01, eta: 2 days, 9:02:19, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.2772, top5_acc: 0.5173, loss_cls: 3.4209, loss: 3.4209, grad_norm: 0.8932 2020-08-17 05:25:24,438 - mmaction - INFO - Epoch [20][580/627] lr: 5.919e-01, eta: 2 days, 9:01:45, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.2727, top5_acc: 0.5174, loss_cls: 3.4030, loss: 3.4030, grad_norm: 0.8777 2020-08-17 05:25:51,642 - mmaction - INFO - Epoch [20][600/627] lr: 5.919e-01, eta: 2 days, 9:01:11, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.2637, top5_acc: 0.5092, loss_cls: 3.4432, loss: 3.4432, grad_norm: 0.8657 2020-08-17 05:26:18,246 - mmaction - INFO - Epoch [20][620/627] lr: 5.919e-01, eta: 2 days, 9:00:30, time: 1.331, data_time: 0.007, memory: 8470, top1_acc: 0.2668, top5_acc: 0.5120, loss_cls: 3.4646, loss: 3.4646, grad_norm: 0.8586 2020-08-17 05:26:27,033 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-08-17 05:26:58,826 - mmaction - INFO - Epoch [21][20/627] lr: 5.910e-01, eta: 2 days, 8:58:29, time: 1.517, data_time: 0.343, memory: 8470, top1_acc: 0.2578, top5_acc: 0.4993, loss_cls: 3.4852, loss: 3.4852, grad_norm: 0.8599 2020-08-17 05:27:27,012 - mmaction - INFO - Epoch [21][40/627] lr: 5.910e-01, eta: 2 days, 8:58:07, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.2694, top5_acc: 0.5156, loss_cls: 3.4042, loss: 3.4042, grad_norm: 0.8715 2020-08-17 05:27:53,247 - mmaction - INFO - Epoch [21][60/627] lr: 5.910e-01, eta: 2 days, 8:57:22, time: 1.313, data_time: 0.003, memory: 8470, top1_acc: 0.2865, top5_acc: 0.5389, loss_cls: 3.3208, loss: 3.3208, grad_norm: 0.8756 2020-08-17 05:28:21,483 - mmaction - INFO - Epoch [21][80/627] lr: 5.910e-01, eta: 2 days, 8:57:00, time: 1.409, data_time: 0.004, memory: 8470, top1_acc: 0.2669, top5_acc: 0.5211, loss_cls: 3.4062, loss: 3.4062, grad_norm: 0.8782 2020-08-17 05:28:47,637 - mmaction - INFO - Epoch [21][100/627] lr: 5.910e-01, eta: 2 days, 8:56:14, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.2797, top5_acc: 0.5276, loss_cls: 3.3491, loss: 3.3491, grad_norm: 0.8787 2020-08-17 05:29:16,215 - mmaction - INFO - Epoch [21][120/627] lr: 5.910e-01, eta: 2 days, 8:55:56, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.2672, top5_acc: 0.5220, loss_cls: 3.3926, loss: 3.3926, grad_norm: 0.8739 2020-08-17 05:29:42,623 - mmaction - INFO - Epoch [21][140/627] lr: 5.910e-01, eta: 2 days, 8:55:13, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.2645, top5_acc: 0.5091, loss_cls: 3.4488, loss: 3.4488, grad_norm: 0.8796 2020-08-17 05:30:11,517 - mmaction - INFO - Epoch [21][160/627] lr: 5.910e-01, eta: 2 days, 8:55:00, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5186, loss_cls: 3.3905, loss: 3.3905, grad_norm: 0.8779 2020-08-17 05:30:38,568 - mmaction - INFO - Epoch [21][180/627] lr: 5.910e-01, eta: 2 days, 8:54:24, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.2789, top5_acc: 0.5262, loss_cls: 3.3889, loss: 3.3889, grad_norm: 0.8826 2020-08-17 05:31:07,681 - mmaction - INFO - Epoch [21][200/627] lr: 5.910e-01, eta: 2 days, 8:54:12, time: 1.454, data_time: 0.004, memory: 8470, top1_acc: 0.2760, top5_acc: 0.5243, loss_cls: 3.3895, loss: 3.3895, grad_norm: 0.8934 2020-08-17 05:31:35,813 - mmaction - INFO - Epoch [21][220/627] lr: 5.910e-01, eta: 2 days, 8:53:49, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.2723, top5_acc: 0.5137, loss_cls: 3.4425, loss: 3.4425, grad_norm: 0.8654 2020-08-17 05:32:02,893 - mmaction - INFO - Epoch [21][240/627] lr: 5.910e-01, eta: 2 days, 8:53:14, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2701, top5_acc: 0.5190, loss_cls: 3.4044, loss: 3.4044, grad_norm: 0.8747 2020-08-17 05:32:29,996 - mmaction - INFO - Epoch [21][260/627] lr: 5.910e-01, eta: 2 days, 8:52:39, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2753, top5_acc: 0.5169, loss_cls: 3.4044, loss: 3.4044, grad_norm: 0.8903 2020-08-17 05:32:59,087 - mmaction - INFO - Epoch [21][280/627] lr: 5.910e-01, eta: 2 days, 8:52:27, time: 1.456, data_time: 0.007, memory: 8470, top1_acc: 0.2724, top5_acc: 0.5193, loss_cls: 3.4062, loss: 3.4062, grad_norm: 0.8796 2020-08-17 05:33:25,332 - mmaction - INFO - Epoch [21][300/627] lr: 5.910e-01, eta: 2 days, 8:51:42, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.2749, top5_acc: 0.5245, loss_cls: 3.3864, loss: 3.3864, grad_norm: 0.8691 2020-08-17 05:33:53,028 - mmaction - INFO - Epoch [21][320/627] lr: 5.910e-01, eta: 2 days, 8:51:14, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.2771, top5_acc: 0.5271, loss_cls: 3.3905, loss: 3.3905, grad_norm: 0.8807 2020-08-17 05:34:20,432 - mmaction - INFO - Epoch [21][340/627] lr: 5.910e-01, eta: 2 days, 8:50:43, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.2668, top5_acc: 0.5180, loss_cls: 3.4212, loss: 3.4212, grad_norm: 0.8828 2020-08-17 05:34:47,461 - mmaction - INFO - Epoch [21][360/627] lr: 5.910e-01, eta: 2 days, 8:50:07, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5228, loss_cls: 3.4000, loss: 3.4000, grad_norm: 0.8972 2020-08-17 05:35:14,801 - mmaction - INFO - Epoch [21][380/627] lr: 5.910e-01, eta: 2 days, 8:49:35, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.2729, top5_acc: 0.5245, loss_cls: 3.4017, loss: 3.4017, grad_norm: 0.8743 2020-08-17 05:35:41,625 - mmaction - INFO - Epoch [21][400/627] lr: 5.910e-01, eta: 2 days, 8:48:57, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.2704, top5_acc: 0.5217, loss_cls: 3.3958, loss: 3.3958, grad_norm: 0.8937 2020-08-17 05:36:09,200 - mmaction - INFO - Epoch [21][420/627] lr: 5.910e-01, eta: 2 days, 8:48:28, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.2751, top5_acc: 0.5158, loss_cls: 3.4247, loss: 3.4247, grad_norm: 0.8725 2020-08-17 05:36:37,616 - mmaction - INFO - Epoch [21][440/627] lr: 5.910e-01, eta: 2 days, 8:48:08, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.2803, top5_acc: 0.5327, loss_cls: 3.3837, loss: 3.3837, grad_norm: 0.8727 2020-08-17 05:37:04,704 - mmaction - INFO - Epoch [21][460/627] lr: 5.910e-01, eta: 2 days, 8:47:33, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.2736, top5_acc: 0.5293, loss_cls: 3.3822, loss: 3.3822, grad_norm: 0.8751 2020-08-17 05:37:31,941 - mmaction - INFO - Epoch [21][480/627] lr: 5.910e-01, eta: 2 days, 8:47:00, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.2693, top5_acc: 0.5186, loss_cls: 3.4190, loss: 3.4190, grad_norm: 0.8769 2020-08-17 05:37:59,826 - mmaction - INFO - Epoch [21][500/627] lr: 5.910e-01, eta: 2 days, 8:46:34, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.2802, top5_acc: 0.5194, loss_cls: 3.3915, loss: 3.3915, grad_norm: 0.8741 2020-08-17 05:38:27,293 - mmaction - INFO - Epoch [21][520/627] lr: 5.910e-01, eta: 2 days, 8:46:03, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.2617, top5_acc: 0.5151, loss_cls: 3.4368, loss: 3.4368, grad_norm: 0.8770 2020-08-17 05:38:55,060 - mmaction - INFO - Epoch [21][540/627] lr: 5.910e-01, eta: 2 days, 8:45:36, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.2637, top5_acc: 0.5023, loss_cls: 3.4462, loss: 3.4462, grad_norm: 0.8814 2020-08-17 05:39:21,561 - mmaction - INFO - Epoch [21][560/627] lr: 5.910e-01, eta: 2 days, 8:44:54, time: 1.322, data_time: 0.006, memory: 8470, top1_acc: 0.2678, top5_acc: 0.5214, loss_cls: 3.3953, loss: 3.3953, grad_norm: 0.8909 2020-08-17 05:39:48,681 - mmaction - INFO - Epoch [21][580/627] lr: 5.910e-01, eta: 2 days, 8:44:21, time: 1.360, data_time: 0.007, memory: 8470, top1_acc: 0.2773, top5_acc: 0.5283, loss_cls: 3.3937, loss: 3.3937, grad_norm: 0.8930 2020-08-17 05:40:17,126 - mmaction - INFO - Epoch [21][600/627] lr: 5.910e-01, eta: 2 days, 8:44:01, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.2710, top5_acc: 0.5241, loss_cls: 3.4222, loss: 3.4222, grad_norm: 0.8765 2020-08-17 05:40:43,770 - mmaction - INFO - Epoch [21][620/627] lr: 5.910e-01, eta: 2 days, 8:43:21, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.2754, top5_acc: 0.5142, loss_cls: 3.4123, loss: 3.4123, grad_norm: 0.8850 2020-08-17 05:41:23,317 - mmaction - INFO - Epoch [22][20/627] lr: 5.901e-01, eta: 2 days, 8:41:34, time: 1.557, data_time: 0.415, memory: 8470, top1_acc: 0.2706, top5_acc: 0.5245, loss_cls: 3.3865, loss: 3.3865, grad_norm: 0.8833 2020-08-17 05:41:48,216 - mmaction - INFO - Epoch [22][40/627] lr: 5.901e-01, eta: 2 days, 8:40:35, time: 1.246, data_time: 0.005, memory: 8470, top1_acc: 0.2790, top5_acc: 0.5249, loss_cls: 3.3717, loss: 3.3717, grad_norm: 0.8868 2020-08-17 05:42:15,030 - mmaction - INFO - Epoch [22][60/627] lr: 5.901e-01, eta: 2 days, 8:39:57, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.2701, top5_acc: 0.5129, loss_cls: 3.4310, loss: 3.4310, grad_norm: 0.8747 2020-08-17 05:42:41,838 - mmaction - INFO - Epoch [22][80/627] lr: 5.901e-01, eta: 2 days, 8:39:20, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.2695, top5_acc: 0.5184, loss_cls: 3.4131, loss: 3.4131, grad_norm: 0.8955 2020-08-17 05:43:08,502 - mmaction - INFO - Epoch [22][100/627] lr: 5.901e-01, eta: 2 days, 8:38:41, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.2624, top5_acc: 0.5115, loss_cls: 3.4505, loss: 3.4505, grad_norm: 0.8578 2020-08-17 05:43:36,031 - mmaction - INFO - Epoch [22][120/627] lr: 5.901e-01, eta: 2 days, 8:38:11, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.2794, top5_acc: 0.5268, loss_cls: 3.3872, loss: 3.3872, grad_norm: 0.8973 2020-08-17 05:44:03,119 - mmaction - INFO - Epoch [22][140/627] lr: 5.901e-01, eta: 2 days, 8:37:37, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.2720, top5_acc: 0.5139, loss_cls: 3.4357, loss: 3.4357, grad_norm: 0.8834 2020-08-17 05:44:32,117 - mmaction - INFO - Epoch [22][160/627] lr: 5.901e-01, eta: 2 days, 8:37:23, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.2655, top5_acc: 0.5184, loss_cls: 3.4157, loss: 3.4157, grad_norm: 0.8818 2020-08-17 05:44:58,483 - mmaction - INFO - Epoch [22][180/627] lr: 5.901e-01, eta: 2 days, 8:36:40, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.2796, top5_acc: 0.5193, loss_cls: 3.3975, loss: 3.3975, grad_norm: 0.9018 2020-08-17 05:45:25,975 - mmaction - INFO - Epoch [22][200/627] lr: 5.901e-01, eta: 2 days, 8:36:11, time: 1.376, data_time: 0.008, memory: 8470, top1_acc: 0.2654, top5_acc: 0.5046, loss_cls: 3.4398, loss: 3.4398, grad_norm: 0.9080 2020-08-17 05:45:52,554 - mmaction - INFO - Epoch [22][220/627] lr: 5.901e-01, eta: 2 days, 8:35:31, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.2695, top5_acc: 0.5111, loss_cls: 3.4511, loss: 3.4511, grad_norm: 0.8778 2020-08-17 05:46:18,881 - mmaction - INFO - Epoch [22][240/627] lr: 5.901e-01, eta: 2 days, 8:34:48, time: 1.315, data_time: 0.006, memory: 8470, top1_acc: 0.2736, top5_acc: 0.5161, loss_cls: 3.3988, loss: 3.3988, grad_norm: 0.8630 2020-08-17 05:46:45,930 - mmaction - INFO - Epoch [22][260/627] lr: 5.901e-01, eta: 2 days, 8:34:14, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.2745, top5_acc: 0.5229, loss_cls: 3.3773, loss: 3.3773, grad_norm: 0.8729 2020-08-17 05:47:12,674 - mmaction - INFO - Epoch [22][280/627] lr: 5.901e-01, eta: 2 days, 8:33:35, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.2638, top5_acc: 0.5199, loss_cls: 3.4198, loss: 3.4198, grad_norm: 0.8691 2020-08-17 05:47:39,304 - mmaction - INFO - Epoch [22][300/627] lr: 5.901e-01, eta: 2 days, 8:32:56, time: 1.335, data_time: 0.007, memory: 8470, top1_acc: 0.2741, top5_acc: 0.5223, loss_cls: 3.3980, loss: 3.3980, grad_norm: 0.8909 2020-08-17 05:48:06,447 - mmaction - INFO - Epoch [22][320/627] lr: 5.901e-01, eta: 2 days, 8:32:22, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2693, top5_acc: 0.5060, loss_cls: 3.4356, loss: 3.4356, grad_norm: 0.8824 2020-08-17 05:48:33,130 - mmaction - INFO - Epoch [22][340/627] lr: 5.901e-01, eta: 2 days, 8:31:44, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2760, top5_acc: 0.5220, loss_cls: 3.4089, loss: 3.4089, grad_norm: 0.8890 2020-08-17 05:49:00,500 - mmaction - INFO - Epoch [22][360/627] lr: 5.901e-01, eta: 2 days, 8:31:13, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.2694, top5_acc: 0.5168, loss_cls: 3.4223, loss: 3.4223, grad_norm: 0.8767 2020-08-17 05:49:27,338 - mmaction - INFO - Epoch [22][380/627] lr: 5.901e-01, eta: 2 days, 8:30:36, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.2717, top5_acc: 0.5228, loss_cls: 3.4097, loss: 3.4097, grad_norm: 0.8823 2020-08-17 05:49:54,409 - mmaction - INFO - Epoch [22][400/627] lr: 5.901e-01, eta: 2 days, 8:30:02, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.2792, top5_acc: 0.5246, loss_cls: 3.3988, loss: 3.3988, grad_norm: 0.8812 2020-08-17 05:50:21,377 - mmaction - INFO - Epoch [22][420/627] lr: 5.901e-01, eta: 2 days, 8:29:26, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.2746, top5_acc: 0.5259, loss_cls: 3.3778, loss: 3.3778, grad_norm: 0.8782 2020-08-17 05:50:48,142 - mmaction - INFO - Epoch [22][440/627] lr: 5.901e-01, eta: 2 days, 8:28:49, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.2763, top5_acc: 0.5135, loss_cls: 3.4328, loss: 3.4328, grad_norm: 0.8756 2020-08-17 05:51:13,919 - mmaction - INFO - Epoch [22][460/627] lr: 5.901e-01, eta: 2 days, 8:28:00, time: 1.287, data_time: 0.006, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5240, loss_cls: 3.3840, loss: 3.3840, grad_norm: 0.8795 2020-08-17 05:51:41,124 - mmaction - INFO - Epoch [22][480/627] lr: 5.901e-01, eta: 2 days, 8:27:28, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5228, loss_cls: 3.3872, loss: 3.3872, grad_norm: 0.8863 2020-08-17 05:52:07,685 - mmaction - INFO - Epoch [22][500/627] lr: 5.901e-01, eta: 2 days, 8:26:48, time: 1.326, data_time: 0.002, memory: 8470, top1_acc: 0.2797, top5_acc: 0.5276, loss_cls: 3.3826, loss: 3.3826, grad_norm: 0.8828 2020-08-17 05:52:36,312 - mmaction - INFO - Epoch [22][520/627] lr: 5.901e-01, eta: 2 days, 8:26:30, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.2721, top5_acc: 0.5134, loss_cls: 3.4199, loss: 3.4199, grad_norm: 0.8931 2020-08-17 05:53:02,071 - mmaction - INFO - Epoch [22][540/627] lr: 5.901e-01, eta: 2 days, 8:25:42, time: 1.289, data_time: 0.002, memory: 8470, top1_acc: 0.2759, top5_acc: 0.5169, loss_cls: 3.4238, loss: 3.4238, grad_norm: 0.8816 2020-08-17 05:53:30,131 - mmaction - INFO - Epoch [22][560/627] lr: 5.901e-01, eta: 2 days, 8:25:18, time: 1.401, data_time: 0.004, memory: 8470, top1_acc: 0.2720, top5_acc: 0.5176, loss_cls: 3.4073, loss: 3.4073, grad_norm: 0.8776 2020-08-17 05:53:56,155 - mmaction - INFO - Epoch [22][580/627] lr: 5.901e-01, eta: 2 days, 8:24:33, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.2650, top5_acc: 0.5135, loss_cls: 3.4454, loss: 3.4454, grad_norm: 0.8830 2020-08-17 05:54:23,867 - mmaction - INFO - Epoch [22][600/627] lr: 5.901e-01, eta: 2 days, 8:24:06, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.2741, top5_acc: 0.5275, loss_cls: 3.3890, loss: 3.3890, grad_norm: 0.8745 2020-08-17 05:54:51,797 - mmaction - INFO - Epoch [22][620/627] lr: 5.901e-01, eta: 2 days, 8:23:41, time: 1.397, data_time: 0.008, memory: 8470, top1_acc: 0.2691, top5_acc: 0.5168, loss_cls: 3.4094, loss: 3.4094, grad_norm: 0.8879 2020-08-17 05:55:31,057 - mmaction - INFO - Epoch [23][20/627] lr: 5.891e-01, eta: 2 days, 8:21:57, time: 1.556, data_time: 0.366, memory: 8470, top1_acc: 0.2836, top5_acc: 0.5270, loss_cls: 3.3679, loss: 3.3679, grad_norm: 0.8816 2020-08-17 05:55:56,770 - mmaction - INFO - Epoch [23][40/627] lr: 5.891e-01, eta: 2 days, 8:21:09, time: 1.288, data_time: 0.006, memory: 8470, top1_acc: 0.2766, top5_acc: 0.5186, loss_cls: 3.3895, loss: 3.3895, grad_norm: 0.8910 2020-08-17 05:56:23,797 - mmaction - INFO - Epoch [23][60/627] lr: 5.891e-01, eta: 2 days, 8:20:35, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5370, loss_cls: 3.3401, loss: 3.3401, grad_norm: 0.8868 2020-08-17 05:56:51,467 - mmaction - INFO - Epoch [23][80/627] lr: 5.891e-01, eta: 2 days, 8:20:07, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.2819, top5_acc: 0.5337, loss_cls: 3.3550, loss: 3.3550, grad_norm: 0.8995 2020-08-17 05:57:17,884 - mmaction - INFO - Epoch [23][100/627] lr: 5.891e-01, eta: 2 days, 8:19:26, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5160, loss_cls: 3.3940, loss: 3.3940, grad_norm: 0.8808 2020-08-17 05:57:44,447 - mmaction - INFO - Epoch [23][120/627] lr: 5.891e-01, eta: 2 days, 8:18:47, time: 1.329, data_time: 0.008, memory: 8470, top1_acc: 0.2724, top5_acc: 0.5241, loss_cls: 3.3697, loss: 3.3697, grad_norm: 0.8904 2020-08-17 05:58:10,656 - mmaction - INFO - Epoch [23][140/627] lr: 5.891e-01, eta: 2 days, 8:18:04, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5212, loss_cls: 3.4114, loss: 3.4114, grad_norm: 0.8921 2020-08-17 05:58:37,966 - mmaction - INFO - Epoch [23][160/627] lr: 5.891e-01, eta: 2 days, 8:17:33, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.2775, top5_acc: 0.5152, loss_cls: 3.4123, loss: 3.4123, grad_norm: 0.8763 2020-08-17 05:59:05,887 - mmaction - INFO - Epoch [23][180/627] lr: 5.891e-01, eta: 2 days, 8:17:08, time: 1.395, data_time: 0.007, memory: 8470, top1_acc: 0.2760, top5_acc: 0.5238, loss_cls: 3.3861, loss: 3.3861, grad_norm: 0.8784 2020-08-17 05:59:32,290 - mmaction - INFO - Epoch [23][200/627] lr: 5.891e-01, eta: 2 days, 8:16:28, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.2850, top5_acc: 0.5247, loss_cls: 3.3716, loss: 3.3716, grad_norm: 0.8762 2020-08-17 05:59:59,352 - mmaction - INFO - Epoch [23][220/627] lr: 5.891e-01, eta: 2 days, 8:15:53, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.2720, top5_acc: 0.5184, loss_cls: 3.4007, loss: 3.4007, grad_norm: 0.8865 2020-08-17 06:00:28,790 - mmaction - INFO - Epoch [23][240/627] lr: 5.891e-01, eta: 2 days, 8:15:43, time: 1.467, data_time: 0.007, memory: 8470, top1_acc: 0.2776, top5_acc: 0.5240, loss_cls: 3.3838, loss: 3.3838, grad_norm: 0.8862 2020-08-17 06:00:55,649 - mmaction - INFO - Epoch [23][260/627] lr: 5.891e-01, eta: 2 days, 8:15:08, time: 1.347, data_time: 0.026, memory: 8470, top1_acc: 0.2780, top5_acc: 0.5260, loss_cls: 3.3642, loss: 3.3642, grad_norm: 0.9031 2020-08-17 06:01:21,845 - mmaction - INFO - Epoch [23][280/627] lr: 5.891e-01, eta: 2 days, 8:14:26, time: 1.313, data_time: 0.007, memory: 8470, top1_acc: 0.2841, top5_acc: 0.5174, loss_cls: 3.3962, loss: 3.3962, grad_norm: 0.8980 2020-08-17 06:01:48,352 - mmaction - INFO - Epoch [23][300/627] lr: 5.891e-01, eta: 2 days, 8:13:46, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.2673, top5_acc: 0.5167, loss_cls: 3.4034, loss: 3.4034, grad_norm: 0.8782 2020-08-17 06:02:15,234 - mmaction - INFO - Epoch [23][320/627] lr: 5.891e-01, eta: 2 days, 8:13:11, time: 1.343, data_time: 0.002, memory: 8470, top1_acc: 0.2727, top5_acc: 0.5195, loss_cls: 3.3902, loss: 3.3902, grad_norm: 0.8757 2020-08-17 06:02:42,322 - mmaction - INFO - Epoch [23][340/627] lr: 5.891e-01, eta: 2 days, 8:12:37, time: 1.355, data_time: 0.003, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5305, loss_cls: 3.3645, loss: 3.3645, grad_norm: 0.8941 2020-08-17 06:03:09,483 - mmaction - INFO - Epoch [23][360/627] lr: 5.891e-01, eta: 2 days, 8:12:04, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5215, loss_cls: 3.3668, loss: 3.3668, grad_norm: 0.8865 2020-08-17 06:03:35,621 - mmaction - INFO - Epoch [23][380/627] lr: 5.891e-01, eta: 2 days, 8:11:21, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.2743, top5_acc: 0.5121, loss_cls: 3.4180, loss: 3.4180, grad_norm: 0.8957 2020-08-17 06:04:02,200 - mmaction - INFO - Epoch [23][400/627] lr: 5.891e-01, eta: 2 days, 8:10:42, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.2680, top5_acc: 0.5155, loss_cls: 3.4199, loss: 3.4199, grad_norm: 0.8707 2020-08-17 06:04:29,319 - mmaction - INFO - Epoch [23][420/627] lr: 5.891e-01, eta: 2 days, 8:10:09, time: 1.356, data_time: 0.007, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5251, loss_cls: 3.3957, loss: 3.3957, grad_norm: 0.8805 2020-08-17 06:04:55,096 - mmaction - INFO - Epoch [23][440/627] lr: 5.891e-01, eta: 2 days, 8:09:23, time: 1.292, data_time: 0.007, memory: 8470, top1_acc: 0.2717, top5_acc: 0.5121, loss_cls: 3.4037, loss: 3.4037, grad_norm: 0.8729 2020-08-17 06:05:21,643 - mmaction - INFO - Epoch [23][460/627] lr: 5.891e-01, eta: 2 days, 8:08:44, time: 1.328, data_time: 0.003, memory: 8470, top1_acc: 0.2712, top5_acc: 0.5219, loss_cls: 3.3826, loss: 3.3826, grad_norm: 0.8797 2020-08-17 06:05:48,903 - mmaction - INFO - Epoch [23][480/627] lr: 5.891e-01, eta: 2 days, 8:08:12, time: 1.361, data_time: 0.004, memory: 8470, top1_acc: 0.2681, top5_acc: 0.5243, loss_cls: 3.3964, loss: 3.3964, grad_norm: 0.9084 2020-08-17 06:06:16,132 - mmaction - INFO - Epoch [23][500/627] lr: 5.891e-01, eta: 2 days, 8:07:41, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.2775, top5_acc: 0.5237, loss_cls: 3.3845, loss: 3.3845, grad_norm: 0.8909 2020-08-17 06:06:41,646 - mmaction - INFO - Epoch [23][520/627] lr: 5.891e-01, eta: 2 days, 8:06:51, time: 1.273, data_time: 0.005, memory: 8470, top1_acc: 0.2729, top5_acc: 0.5210, loss_cls: 3.4039, loss: 3.4039, grad_norm: 0.8746 2020-08-17 06:07:08,919 - mmaction - INFO - Epoch [23][540/627] lr: 5.891e-01, eta: 2 days, 8:06:20, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.2691, top5_acc: 0.5227, loss_cls: 3.3853, loss: 3.3853, grad_norm: 0.8847 2020-08-17 06:07:35,228 - mmaction - INFO - Epoch [23][560/627] lr: 5.891e-01, eta: 2 days, 8:05:38, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.2780, top5_acc: 0.5284, loss_cls: 3.3909, loss: 3.3909, grad_norm: 0.9044 2020-08-17 06:08:01,475 - mmaction - INFO - Epoch [23][580/627] lr: 5.891e-01, eta: 2 days, 8:04:57, time: 1.315, data_time: 0.006, memory: 8470, top1_acc: 0.2708, top5_acc: 0.5223, loss_cls: 3.3812, loss: 3.3812, grad_norm: 0.8801 2020-08-17 06:08:28,853 - mmaction - INFO - Epoch [23][600/627] lr: 5.891e-01, eta: 2 days, 8:04:26, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.2642, top5_acc: 0.5137, loss_cls: 3.4402, loss: 3.4402, grad_norm: 0.9014 2020-08-17 06:08:55,119 - mmaction - INFO - Epoch [23][620/627] lr: 5.891e-01, eta: 2 days, 8:03:45, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.2829, top5_acc: 0.5227, loss_cls: 3.3616, loss: 3.3616, grad_norm: 0.8707 2020-08-17 06:09:36,245 - mmaction - INFO - Epoch [24][20/627] lr: 5.881e-01, eta: 2 days, 8:02:23, time: 1.644, data_time: 0.491, memory: 8470, top1_acc: 0.2715, top5_acc: 0.5234, loss_cls: 3.3951, loss: 3.3951, grad_norm: 0.9192 2020-08-17 06:10:01,652 - mmaction - INFO - Epoch [24][40/627] lr: 5.881e-01, eta: 2 days, 8:01:33, time: 1.271, data_time: 0.005, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5303, loss_cls: 3.3584, loss: 3.3584, grad_norm: 0.8876 2020-08-17 06:10:27,488 - mmaction - INFO - Epoch [24][60/627] lr: 5.881e-01, eta: 2 days, 8:00:47, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.2708, top5_acc: 0.5227, loss_cls: 3.4008, loss: 3.4008, grad_norm: 0.8872 2020-08-17 06:10:54,015 - mmaction - INFO - Epoch [24][80/627] lr: 5.881e-01, eta: 2 days, 8:00:09, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.2797, top5_acc: 0.5211, loss_cls: 3.3767, loss: 3.3767, grad_norm: 0.8838 2020-08-17 06:11:21,062 - mmaction - INFO - Epoch [24][100/627] lr: 5.881e-01, eta: 2 days, 7:59:36, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.2816, top5_acc: 0.5211, loss_cls: 3.3533, loss: 3.3533, grad_norm: 0.8965 2020-08-17 06:11:47,734 - mmaction - INFO - Epoch [24][120/627] lr: 5.881e-01, eta: 2 days, 7:58:59, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.2753, top5_acc: 0.5257, loss_cls: 3.3758, loss: 3.3758, grad_norm: 0.9182 2020-08-17 06:12:12,845 - mmaction - INFO - Epoch [24][140/627] lr: 5.881e-01, eta: 2 days, 7:58:06, time: 1.253, data_time: 0.006, memory: 8470, top1_acc: 0.2754, top5_acc: 0.5247, loss_cls: 3.3838, loss: 3.3838, grad_norm: 0.8880 2020-08-17 06:12:39,960 - mmaction - INFO - Epoch [24][160/627] lr: 5.881e-01, eta: 2 days, 7:57:34, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5247, loss_cls: 3.3756, loss: 3.3756, grad_norm: 0.8864 2020-08-17 06:13:08,591 - mmaction - INFO - Epoch [24][180/627] lr: 5.881e-01, eta: 2 days, 7:57:16, time: 1.432, data_time: 0.002, memory: 8470, top1_acc: 0.2730, top5_acc: 0.5258, loss_cls: 3.3929, loss: 3.3929, grad_norm: 0.8693 2020-08-17 06:13:34,605 - mmaction - INFO - Epoch [24][200/627] lr: 5.881e-01, eta: 2 days, 7:56:33, time: 1.300, data_time: 0.005, memory: 8470, top1_acc: 0.2796, top5_acc: 0.5246, loss_cls: 3.3687, loss: 3.3687, grad_norm: 0.9005 2020-08-17 06:14:00,851 - mmaction - INFO - Epoch [24][220/627] lr: 5.881e-01, eta: 2 days, 7:55:52, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.2775, top5_acc: 0.5275, loss_cls: 3.3473, loss: 3.3473, grad_norm: 0.8827 2020-08-17 06:14:27,598 - mmaction - INFO - Epoch [24][240/627] lr: 5.881e-01, eta: 2 days, 7:55:15, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.2740, top5_acc: 0.5185, loss_cls: 3.3806, loss: 3.3806, grad_norm: 0.9016 2020-08-17 06:14:53,439 - mmaction - INFO - Epoch [24][260/627] lr: 5.881e-01, eta: 2 days, 7:54:30, time: 1.293, data_time: 0.006, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5227, loss_cls: 3.3876, loss: 3.3876, grad_norm: 0.8815 2020-08-17 06:15:19,278 - mmaction - INFO - Epoch [24][280/627] lr: 5.881e-01, eta: 2 days, 7:53:45, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.2943, top5_acc: 0.5426, loss_cls: 3.3264, loss: 3.3264, grad_norm: 0.8843 2020-08-17 06:15:47,360 - mmaction - INFO - Epoch [24][300/627] lr: 5.881e-01, eta: 2 days, 7:53:22, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.2742, top5_acc: 0.5201, loss_cls: 3.3764, loss: 3.3764, grad_norm: 0.8961 2020-08-17 06:16:12,891 - mmaction - INFO - Epoch [24][320/627] lr: 5.881e-01, eta: 2 days, 7:52:34, time: 1.274, data_time: 0.005, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5240, loss_cls: 3.3784, loss: 3.3784, grad_norm: 0.8897 2020-08-17 06:16:41,933 - mmaction - INFO - Epoch [24][340/627] lr: 5.881e-01, eta: 2 days, 7:52:21, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5328, loss_cls: 3.3405, loss: 3.3405, grad_norm: 0.8796 2020-08-17 06:17:08,019 - mmaction - INFO - Epoch [24][360/627] lr: 5.881e-01, eta: 2 days, 7:51:38, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.2811, top5_acc: 0.5257, loss_cls: 3.3611, loss: 3.3611, grad_norm: 0.8924 2020-08-17 06:17:34,434 - mmaction - INFO - Epoch [24][380/627] lr: 5.881e-01, eta: 2 days, 7:50:59, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5253, loss_cls: 3.3689, loss: 3.3689, grad_norm: 0.8785 2020-08-17 06:18:01,121 - mmaction - INFO - Epoch [24][400/627] lr: 5.881e-01, eta: 2 days, 7:50:22, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.2814, top5_acc: 0.5238, loss_cls: 3.3620, loss: 3.3620, grad_norm: 0.8881 2020-08-17 06:18:28,330 - mmaction - INFO - Epoch [24][420/627] lr: 5.881e-01, eta: 2 days, 7:49:51, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5241, loss_cls: 3.3771, loss: 3.3771, grad_norm: 0.8950 2020-08-17 06:18:54,772 - mmaction - INFO - Epoch [24][440/627] lr: 5.881e-01, eta: 2 days, 7:49:12, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.2629, top5_acc: 0.5109, loss_cls: 3.4305, loss: 3.4305, grad_norm: 0.9026 2020-08-17 06:19:21,684 - mmaction - INFO - Epoch [24][460/627] lr: 5.881e-01, eta: 2 days, 7:48:38, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.2789, top5_acc: 0.5271, loss_cls: 3.3566, loss: 3.3566, grad_norm: 0.8918 2020-08-17 06:19:49,734 - mmaction - INFO - Epoch [24][480/627] lr: 5.881e-01, eta: 2 days, 7:48:15, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2732, top5_acc: 0.5154, loss_cls: 3.3967, loss: 3.3967, grad_norm: 0.8844 2020-08-17 06:20:15,774 - mmaction - INFO - Epoch [24][500/627] lr: 5.881e-01, eta: 2 days, 7:47:32, time: 1.299, data_time: 0.005, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5380, loss_cls: 3.3291, loss: 3.3291, grad_norm: 0.8807 2020-08-17 06:20:43,076 - mmaction - INFO - Epoch [24][520/627] lr: 5.881e-01, eta: 2 days, 7:47:02, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.2690, top5_acc: 0.5134, loss_cls: 3.4427, loss: 3.4427, grad_norm: 0.9099 2020-08-17 06:21:09,827 - mmaction - INFO - Epoch [24][540/627] lr: 5.881e-01, eta: 2 days, 7:46:26, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.2690, top5_acc: 0.5250, loss_cls: 3.4104, loss: 3.4104, grad_norm: 0.8812 2020-08-17 06:21:37,908 - mmaction - INFO - Epoch [24][560/627] lr: 5.881e-01, eta: 2 days, 7:46:03, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.2792, top5_acc: 0.5203, loss_cls: 3.3878, loss: 3.3878, grad_norm: 0.9026 2020-08-17 06:22:03,839 - mmaction - INFO - Epoch [24][580/627] lr: 5.881e-01, eta: 2 days, 7:45:19, time: 1.298, data_time: 0.005, memory: 8470, top1_acc: 0.2740, top5_acc: 0.5234, loss_cls: 3.3763, loss: 3.3763, grad_norm: 0.8883 2020-08-17 06:22:30,468 - mmaction - INFO - Epoch [24][600/627] lr: 5.881e-01, eta: 2 days, 7:44:42, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.2668, top5_acc: 0.5185, loss_cls: 3.4173, loss: 3.4173, grad_norm: 0.8987 2020-08-17 06:22:57,075 - mmaction - INFO - Epoch [24][620/627] lr: 5.881e-01, eta: 2 days, 7:44:06, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.2788, top5_acc: 0.5255, loss_cls: 3.3874, loss: 3.3874, grad_norm: 0.8974 2020-08-17 06:23:05,751 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-08-17 06:23:37,556 - mmaction - INFO - Epoch [25][20/627] lr: 5.871e-01, eta: 2 days, 7:42:17, time: 1.494, data_time: 0.321, memory: 8470, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.4266, loss: 3.4266, grad_norm: 0.8821 2020-08-17 06:24:03,294 - mmaction - INFO - Epoch [25][40/627] lr: 5.871e-01, eta: 2 days, 7:41:32, time: 1.288, data_time: 0.007, memory: 8470, top1_acc: 0.2771, top5_acc: 0.5298, loss_cls: 3.3412, loss: 3.3412, grad_norm: 0.8775 2020-08-17 06:24:31,074 - mmaction - INFO - Epoch [25][60/627] lr: 5.871e-01, eta: 2 days, 7:41:06, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.2948, top5_acc: 0.5419, loss_cls: 3.2972, loss: 3.2972, grad_norm: 0.9064 2020-08-17 06:24:57,603 - mmaction - INFO - Epoch [25][80/627] lr: 5.871e-01, eta: 2 days, 7:40:29, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.2773, top5_acc: 0.5354, loss_cls: 3.3566, loss: 3.3566, grad_norm: 0.9066 2020-08-17 06:25:24,793 - mmaction - INFO - Epoch [25][100/627] lr: 5.871e-01, eta: 2 days, 7:39:58, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.2757, top5_acc: 0.5273, loss_cls: 3.3782, loss: 3.3782, grad_norm: 0.8901 2020-08-17 06:25:49,831 - mmaction - INFO - Epoch [25][120/627] lr: 5.871e-01, eta: 2 days, 7:39:06, time: 1.254, data_time: 0.005, memory: 8470, top1_acc: 0.2871, top5_acc: 0.5292, loss_cls: 3.3417, loss: 3.3417, grad_norm: 0.8971 2020-08-17 06:26:18,054 - mmaction - INFO - Epoch [25][140/627] lr: 5.871e-01, eta: 2 days, 7:38:44, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.2724, top5_acc: 0.5208, loss_cls: 3.3754, loss: 3.3754, grad_norm: 0.8818 2020-08-17 06:26:44,056 - mmaction - INFO - Epoch [25][160/627] lr: 5.871e-01, eta: 2 days, 7:38:02, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5210, loss_cls: 3.3926, loss: 3.3926, grad_norm: 0.9091 2020-08-17 06:27:12,954 - mmaction - INFO - Epoch [25][180/627] lr: 5.871e-01, eta: 2 days, 7:37:47, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.2642, top5_acc: 0.5176, loss_cls: 3.4116, loss: 3.4116, grad_norm: 0.8697 2020-08-17 06:27:39,038 - mmaction - INFO - Epoch [25][200/627] lr: 5.871e-01, eta: 2 days, 7:37:06, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.2811, top5_acc: 0.5279, loss_cls: 3.3648, loss: 3.3648, grad_norm: 0.8975 2020-08-17 06:28:07,196 - mmaction - INFO - Epoch [25][220/627] lr: 5.871e-01, eta: 2 days, 7:36:43, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.2721, top5_acc: 0.5238, loss_cls: 3.3917, loss: 3.3917, grad_norm: 0.8924 2020-08-17 06:28:33,001 - mmaction - INFO - Epoch [25][240/627] lr: 5.871e-01, eta: 2 days, 7:35:59, time: 1.292, data_time: 0.005, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5318, loss_cls: 3.3240, loss: 3.3240, grad_norm: 0.8916 2020-08-17 06:29:00,254 - mmaction - INFO - Epoch [25][260/627] lr: 5.871e-01, eta: 2 days, 7:35:29, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.2798, top5_acc: 0.5328, loss_cls: 3.3686, loss: 3.3686, grad_norm: 0.8880 2020-08-17 06:29:26,231 - mmaction - INFO - Epoch [25][280/627] lr: 5.871e-01, eta: 2 days, 7:34:46, time: 1.300, data_time: 0.004, memory: 8470, top1_acc: 0.2743, top5_acc: 0.5289, loss_cls: 3.3503, loss: 3.3503, grad_norm: 0.8878 2020-08-17 06:29:52,238 - mmaction - INFO - Epoch [25][300/627] lr: 5.871e-01, eta: 2 days, 7:34:04, time: 1.298, data_time: 0.004, memory: 8470, top1_acc: 0.2862, top5_acc: 0.5309, loss_cls: 3.3199, loss: 3.3199, grad_norm: 0.8794 2020-08-17 06:30:18,015 - mmaction - INFO - Epoch [25][320/627] lr: 5.871e-01, eta: 2 days, 7:33:20, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.2816, top5_acc: 0.5346, loss_cls: 3.3388, loss: 3.3388, grad_norm: 0.9058 2020-08-17 06:30:44,596 - mmaction - INFO - Epoch [25][340/627] lr: 5.871e-01, eta: 2 days, 7:32:42, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.2796, top5_acc: 0.5176, loss_cls: 3.3929, loss: 3.3929, grad_norm: 0.9027 2020-08-17 06:31:10,878 - mmaction - INFO - Epoch [25][360/627] lr: 5.871e-01, eta: 2 days, 7:32:03, time: 1.316, data_time: 0.006, memory: 8470, top1_acc: 0.2833, top5_acc: 0.5301, loss_cls: 3.3421, loss: 3.3421, grad_norm: 0.9007 2020-08-17 06:31:36,694 - mmaction - INFO - Epoch [25][380/627] lr: 5.871e-01, eta: 2 days, 7:31:19, time: 1.288, data_time: 0.005, memory: 8470, top1_acc: 0.2738, top5_acc: 0.5250, loss_cls: 3.3800, loss: 3.3800, grad_norm: 0.9009 2020-08-17 06:32:04,830 - mmaction - INFO - Epoch [25][400/627] lr: 5.871e-01, eta: 2 days, 7:30:57, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.2733, top5_acc: 0.5151, loss_cls: 3.4300, loss: 3.4300, grad_norm: 0.8922 2020-08-17 06:32:31,645 - mmaction - INFO - Epoch [25][420/627] lr: 5.871e-01, eta: 2 days, 7:30:22, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.2712, top5_acc: 0.5099, loss_cls: 3.4392, loss: 3.4392, grad_norm: 0.8820 2020-08-17 06:32:57,785 - mmaction - INFO - Epoch [25][440/627] lr: 5.871e-01, eta: 2 days, 7:29:42, time: 1.308, data_time: 0.006, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5309, loss_cls: 3.3574, loss: 3.3574, grad_norm: 0.8842 2020-08-17 06:33:24,693 - mmaction - INFO - Epoch [25][460/627] lr: 5.871e-01, eta: 2 days, 7:29:08, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.2815, top5_acc: 0.5318, loss_cls: 3.3558, loss: 3.3558, grad_norm: 0.8917 2020-08-17 06:33:50,766 - mmaction - INFO - Epoch [25][480/627] lr: 5.871e-01, eta: 2 days, 7:28:26, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.2811, top5_acc: 0.5186, loss_cls: 3.4057, loss: 3.4057, grad_norm: 0.8861 2020-08-17 06:34:16,612 - mmaction - INFO - Epoch [25][500/627] lr: 5.871e-01, eta: 2 days, 7:27:44, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.2732, top5_acc: 0.5280, loss_cls: 3.3528, loss: 3.3528, grad_norm: 0.8991 2020-08-17 06:34:43,321 - mmaction - INFO - Epoch [25][520/627] lr: 5.871e-01, eta: 2 days, 7:27:08, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.2789, top5_acc: 0.5253, loss_cls: 3.3785, loss: 3.3785, grad_norm: 0.8989 2020-08-17 06:35:10,032 - mmaction - INFO - Epoch [25][540/627] lr: 5.871e-01, eta: 2 days, 7:26:33, time: 1.335, data_time: 0.007, memory: 8470, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3545, loss: 3.3545, grad_norm: 0.8871 2020-08-17 06:35:36,678 - mmaction - INFO - Epoch [25][560/627] lr: 5.871e-01, eta: 2 days, 7:25:57, time: 1.333, data_time: 0.003, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5284, loss_cls: 3.3689, loss: 3.3689, grad_norm: 0.8844 2020-08-17 06:36:03,626 - mmaction - INFO - Epoch [25][580/627] lr: 5.871e-01, eta: 2 days, 7:25:24, time: 1.347, data_time: 0.007, memory: 8470, top1_acc: 0.2799, top5_acc: 0.5266, loss_cls: 3.3701, loss: 3.3701, grad_norm: 0.9134 2020-08-17 06:36:29,839 - mmaction - INFO - Epoch [25][600/627] lr: 5.871e-01, eta: 2 days, 7:24:44, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5238, loss_cls: 3.3741, loss: 3.3741, grad_norm: 0.9013 2020-08-17 06:36:57,965 - mmaction - INFO - Epoch [25][620/627] lr: 5.871e-01, eta: 2 days, 7:24:22, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.2747, top5_acc: 0.5113, loss_cls: 3.4196, loss: 3.4196, grad_norm: 0.8844 2020-08-17 06:37:36,626 - mmaction - INFO - Epoch [26][20/627] lr: 5.860e-01, eta: 2 days, 7:22:43, time: 1.524, data_time: 0.409, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5318, loss_cls: 3.3464, loss: 3.3464, grad_norm: 0.8951 2020-08-17 06:38:01,357 - mmaction - INFO - Epoch [26][40/627] lr: 5.860e-01, eta: 2 days, 7:21:49, time: 1.236, data_time: 0.005, memory: 8470, top1_acc: 0.2806, top5_acc: 0.5191, loss_cls: 3.3895, loss: 3.3895, grad_norm: 0.8915 2020-08-17 06:38:29,276 - mmaction - INFO - Epoch [26][60/627] lr: 5.860e-01, eta: 2 days, 7:21:25, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5378, loss_cls: 3.3042, loss: 3.3042, grad_norm: 0.8983 2020-08-17 06:38:55,159 - mmaction - INFO - Epoch [26][80/627] lr: 5.860e-01, eta: 2 days, 7:20:43, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.2872, top5_acc: 0.5299, loss_cls: 3.3513, loss: 3.3513, grad_norm: 0.9149 2020-08-17 06:39:21,084 - mmaction - INFO - Epoch [26][100/627] lr: 5.860e-01, eta: 2 days, 7:20:01, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.2857, top5_acc: 0.5299, loss_cls: 3.3695, loss: 3.3695, grad_norm: 0.8893 2020-08-17 06:39:47,579 - mmaction - INFO - Epoch [26][120/627] lr: 5.860e-01, eta: 2 days, 7:19:24, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.2854, top5_acc: 0.5444, loss_cls: 3.3133, loss: 3.3133, grad_norm: 0.8955 2020-08-17 06:40:14,865 - mmaction - INFO - Epoch [26][140/627] lr: 5.860e-01, eta: 2 days, 7:18:54, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.2849, top5_acc: 0.5299, loss_cls: 3.3535, loss: 3.3535, grad_norm: 0.9039 2020-08-17 06:40:42,303 - mmaction - INFO - Epoch [26][160/627] lr: 5.860e-01, eta: 2 days, 7:18:26, time: 1.375, data_time: 0.007, memory: 8470, top1_acc: 0.2790, top5_acc: 0.5223, loss_cls: 3.3666, loss: 3.3666, grad_norm: 0.9015 2020-08-17 06:41:08,057 - mmaction - INFO - Epoch [26][180/627] lr: 5.860e-01, eta: 2 days, 7:17:42, time: 1.287, data_time: 0.005, memory: 8470, top1_acc: 0.2832, top5_acc: 0.5327, loss_cls: 3.3532, loss: 3.3532, grad_norm: 0.8948 2020-08-17 06:41:35,065 - mmaction - INFO - Epoch [26][200/627] lr: 5.860e-01, eta: 2 days, 7:17:10, time: 1.350, data_time: 0.007, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5426, loss_cls: 3.2982, loss: 3.2982, grad_norm: 0.8906 2020-08-17 06:42:02,117 - mmaction - INFO - Epoch [26][220/627] lr: 5.860e-01, eta: 2 days, 7:16:38, time: 1.352, data_time: 0.003, memory: 8470, top1_acc: 0.2770, top5_acc: 0.5262, loss_cls: 3.3248, loss: 3.3248, grad_norm: 0.9053 2020-08-17 06:42:27,822 - mmaction - INFO - Epoch [26][240/627] lr: 5.860e-01, eta: 2 days, 7:15:54, time: 1.286, data_time: 0.007, memory: 8470, top1_acc: 0.2818, top5_acc: 0.5314, loss_cls: 3.3401, loss: 3.3401, grad_norm: 0.8992 2020-08-17 06:42:53,334 - mmaction - INFO - Epoch [26][260/627] lr: 5.860e-01, eta: 2 days, 7:15:08, time: 1.275, data_time: 0.006, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5174, loss_cls: 3.4002, loss: 3.4002, grad_norm: 0.9026 2020-08-17 06:43:22,398 - mmaction - INFO - Epoch [26][280/627] lr: 5.860e-01, eta: 2 days, 7:14:55, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5230, loss_cls: 3.3781, loss: 3.3781, grad_norm: 0.8954 2020-08-17 06:43:50,046 - mmaction - INFO - Epoch [26][300/627] lr: 5.860e-01, eta: 2 days, 7:14:28, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.2763, top5_acc: 0.5224, loss_cls: 3.3692, loss: 3.3692, grad_norm: 0.9085 2020-08-17 06:44:17,121 - mmaction - INFO - Epoch [26][320/627] lr: 5.860e-01, eta: 2 days, 7:13:57, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.2803, top5_acc: 0.5289, loss_cls: 3.3709, loss: 3.3709, grad_norm: 0.8992 2020-08-17 06:44:43,183 - mmaction - INFO - Epoch [26][340/627] lr: 5.860e-01, eta: 2 days, 7:13:17, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.2889, top5_acc: 0.5307, loss_cls: 3.3353, loss: 3.3353, grad_norm: 0.8865 2020-08-17 06:45:09,907 - mmaction - INFO - Epoch [26][360/627] lr: 5.860e-01, eta: 2 days, 7:12:42, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2754, top5_acc: 0.5319, loss_cls: 3.3636, loss: 3.3636, grad_norm: 0.9113 2020-08-17 06:45:36,166 - mmaction - INFO - Epoch [26][380/627] lr: 5.860e-01, eta: 2 days, 7:12:03, time: 1.313, data_time: 0.002, memory: 8470, top1_acc: 0.2669, top5_acc: 0.5180, loss_cls: 3.4231, loss: 3.4231, grad_norm: 0.9037 2020-08-17 06:46:02,749 - mmaction - INFO - Epoch [26][400/627] lr: 5.860e-01, eta: 2 days, 7:11:27, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.2766, top5_acc: 0.5331, loss_cls: 3.3705, loss: 3.3705, grad_norm: 0.8724 2020-08-17 06:46:29,486 - mmaction - INFO - Epoch [26][420/627] lr: 5.860e-01, eta: 2 days, 7:10:52, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.2775, top5_acc: 0.5232, loss_cls: 3.3659, loss: 3.3659, grad_norm: 0.8825 2020-08-17 06:46:55,534 - mmaction - INFO - Epoch [26][440/627] lr: 5.860e-01, eta: 2 days, 7:10:12, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.2839, top5_acc: 0.5260, loss_cls: 3.3633, loss: 3.3633, grad_norm: 0.8841 2020-08-17 06:47:23,257 - mmaction - INFO - Epoch [26][460/627] lr: 5.860e-01, eta: 2 days, 7:09:46, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.2799, top5_acc: 0.5276, loss_cls: 3.3398, loss: 3.3398, grad_norm: 0.8863 2020-08-17 06:47:49,402 - mmaction - INFO - Epoch [26][480/627] lr: 5.860e-01, eta: 2 days, 7:09:07, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.2807, top5_acc: 0.5309, loss_cls: 3.3571, loss: 3.3571, grad_norm: 0.8982 2020-08-17 06:48:17,147 - mmaction - INFO - Epoch [26][500/627] lr: 5.860e-01, eta: 2 days, 7:08:41, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.2823, top5_acc: 0.5263, loss_cls: 3.3717, loss: 3.3717, grad_norm: 0.8958 2020-08-17 06:48:42,818 - mmaction - INFO - Epoch [26][520/627] lr: 5.860e-01, eta: 2 days, 7:07:58, time: 1.284, data_time: 0.003, memory: 8470, top1_acc: 0.2770, top5_acc: 0.5221, loss_cls: 3.3758, loss: 3.3758, grad_norm: 0.8994 2020-08-17 06:49:10,920 - mmaction - INFO - Epoch [26][540/627] lr: 5.860e-01, eta: 2 days, 7:07:35, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2762, top5_acc: 0.5195, loss_cls: 3.3798, loss: 3.3798, grad_norm: 0.8955 2020-08-17 06:49:37,967 - mmaction - INFO - Epoch [26][560/627] lr: 5.860e-01, eta: 2 days, 7:07:04, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2776, top5_acc: 0.5214, loss_cls: 3.3910, loss: 3.3910, grad_norm: 0.8989 2020-08-17 06:50:04,001 - mmaction - INFO - Epoch [26][580/627] lr: 5.860e-01, eta: 2 days, 7:06:23, time: 1.302, data_time: 0.005, memory: 8470, top1_acc: 0.2818, top5_acc: 0.5326, loss_cls: 3.3329, loss: 3.3329, grad_norm: 0.8944 2020-08-17 06:50:30,325 - mmaction - INFO - Epoch [26][600/627] lr: 5.860e-01, eta: 2 days, 7:05:45, time: 1.316, data_time: 0.002, memory: 8470, top1_acc: 0.2882, top5_acc: 0.5375, loss_cls: 3.2857, loss: 3.2857, grad_norm: 0.8842 2020-08-17 06:50:58,737 - mmaction - INFO - Epoch [26][620/627] lr: 5.860e-01, eta: 2 days, 7:05:25, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.2766, top5_acc: 0.5206, loss_cls: 3.3909, loss: 3.3909, grad_norm: 0.9123 2020-08-17 06:51:37,996 - mmaction - INFO - Epoch [27][20/627] lr: 5.849e-01, eta: 2 days, 7:03:57, time: 1.565, data_time: 0.391, memory: 8470, top1_acc: 0.2779, top5_acc: 0.5229, loss_cls: 3.3658, loss: 3.3658, grad_norm: 0.9029 2020-08-17 06:52:03,768 - mmaction - INFO - Epoch [27][40/627] lr: 5.849e-01, eta: 2 days, 7:03:14, time: 1.289, data_time: 0.006, memory: 8470, top1_acc: 0.2747, top5_acc: 0.5250, loss_cls: 3.3589, loss: 3.3589, grad_norm: 0.9030 2020-08-17 06:52:32,198 - mmaction - INFO - Epoch [27][60/627] lr: 5.849e-01, eta: 2 days, 7:02:55, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.2876, top5_acc: 0.5379, loss_cls: 3.2873, loss: 3.2873, grad_norm: 0.9050 2020-08-17 06:52:57,637 - mmaction - INFO - Epoch [27][80/627] lr: 5.849e-01, eta: 2 days, 7:02:10, time: 1.274, data_time: 0.006, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5178, loss_cls: 3.3792, loss: 3.3792, grad_norm: 0.9070 2020-08-17 06:53:24,904 - mmaction - INFO - Epoch [27][100/627] lr: 5.849e-01, eta: 2 days, 7:01:40, time: 1.363, data_time: 0.002, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5361, loss_cls: 3.3091, loss: 3.3091, grad_norm: 0.9037 2020-08-17 06:53:51,271 - mmaction - INFO - Epoch [27][120/627] lr: 5.849e-01, eta: 2 days, 7:01:03, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.2784, top5_acc: 0.5290, loss_cls: 3.3386, loss: 3.3386, grad_norm: 0.8986 2020-08-17 06:54:18,108 - mmaction - INFO - Epoch [27][140/627] lr: 5.849e-01, eta: 2 days, 7:00:29, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.2816, top5_acc: 0.5326, loss_cls: 3.3630, loss: 3.3630, grad_norm: 0.8835 2020-08-17 06:54:45,804 - mmaction - INFO - Epoch [27][160/627] lr: 5.849e-01, eta: 2 days, 7:00:04, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5339, loss_cls: 3.3082, loss: 3.3082, grad_norm: 0.8779 2020-08-17 06:55:13,423 - mmaction - INFO - Epoch [27][180/627] lr: 5.849e-01, eta: 2 days, 6:59:37, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.2783, top5_acc: 0.5392, loss_cls: 3.3499, loss: 3.3499, grad_norm: 0.8967 2020-08-17 06:55:40,150 - mmaction - INFO - Epoch [27][200/627] lr: 5.849e-01, eta: 2 days, 6:59:03, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2789, top5_acc: 0.5249, loss_cls: 3.3555, loss: 3.3555, grad_norm: 0.8971 2020-08-17 06:56:05,105 - mmaction - INFO - Epoch [27][220/627] lr: 5.849e-01, eta: 2 days, 6:58:14, time: 1.248, data_time: 0.005, memory: 8470, top1_acc: 0.2840, top5_acc: 0.5408, loss_cls: 3.3390, loss: 3.3390, grad_norm: 0.8972 2020-08-17 06:56:32,256 - mmaction - INFO - Epoch [27][240/627] lr: 5.849e-01, eta: 2 days, 6:57:43, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2732, top5_acc: 0.5223, loss_cls: 3.3507, loss: 3.3507, grad_norm: 0.8975 2020-08-17 06:56:59,671 - mmaction - INFO - Epoch [27][260/627] lr: 5.849e-01, eta: 2 days, 6:57:15, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.2855, top5_acc: 0.5363, loss_cls: 3.3203, loss: 3.3203, grad_norm: 0.8882 2020-08-17 06:57:27,271 - mmaction - INFO - Epoch [27][280/627] lr: 5.849e-01, eta: 2 days, 6:56:49, time: 1.380, data_time: 0.002, memory: 8470, top1_acc: 0.2882, top5_acc: 0.5374, loss_cls: 3.3389, loss: 3.3389, grad_norm: 0.9071 2020-08-17 06:57:53,297 - mmaction - INFO - Epoch [27][300/627] lr: 5.849e-01, eta: 2 days, 6:56:08, time: 1.300, data_time: 0.006, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5311, loss_cls: 3.3431, loss: 3.3431, grad_norm: 0.8953 2020-08-17 06:58:20,185 - mmaction - INFO - Epoch [27][320/627] lr: 5.849e-01, eta: 2 days, 6:55:36, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5307, loss_cls: 3.3404, loss: 3.3404, grad_norm: 0.8994 2020-08-17 06:58:47,356 - mmaction - INFO - Epoch [27][340/627] lr: 5.849e-01, eta: 2 days, 6:55:06, time: 1.359, data_time: 0.002, memory: 8470, top1_acc: 0.2867, top5_acc: 0.5275, loss_cls: 3.3587, loss: 3.3587, grad_norm: 0.8950 2020-08-17 06:59:13,350 - mmaction - INFO - Epoch [27][360/627] lr: 5.849e-01, eta: 2 days, 6:54:25, time: 1.298, data_time: 0.006, memory: 8470, top1_acc: 0.2812, top5_acc: 0.5340, loss_cls: 3.3726, loss: 3.3726, grad_norm: 0.8900 2020-08-17 06:59:40,531 - mmaction - INFO - Epoch [27][380/627] lr: 5.849e-01, eta: 2 days, 6:53:55, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.2785, top5_acc: 0.5294, loss_cls: 3.3444, loss: 3.3444, grad_norm: 0.9015 2020-08-17 07:00:09,712 - mmaction - INFO - Epoch [27][400/627] lr: 5.849e-01, eta: 2 days, 6:53:41, time: 1.453, data_time: 0.004, memory: 8470, top1_acc: 0.2663, top5_acc: 0.5159, loss_cls: 3.4152, loss: 3.4152, grad_norm: 0.9068 2020-08-17 07:00:36,332 - mmaction - INFO - Epoch [27][420/627] lr: 5.849e-01, eta: 2 days, 6:53:07, time: 1.333, data_time: 0.009, memory: 8470, top1_acc: 0.2874, top5_acc: 0.5298, loss_cls: 3.3366, loss: 3.3366, grad_norm: 0.8902 2020-08-17 07:01:04,494 - mmaction - INFO - Epoch [27][440/627] lr: 5.849e-01, eta: 2 days, 6:52:46, time: 1.411, data_time: 0.007, memory: 8470, top1_acc: 0.2802, top5_acc: 0.5302, loss_cls: 3.3565, loss: 3.3565, grad_norm: 0.8894 2020-08-17 07:01:31,386 - mmaction - INFO - Epoch [27][460/627] lr: 5.849e-01, eta: 2 days, 6:52:13, time: 1.345, data_time: 0.002, memory: 8470, top1_acc: 0.2827, top5_acc: 0.5305, loss_cls: 3.3646, loss: 3.3646, grad_norm: 0.9007 2020-08-17 07:01:57,986 - mmaction - INFO - Epoch [27][480/627] lr: 5.849e-01, eta: 2 days, 6:51:38, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.2720, top5_acc: 0.5329, loss_cls: 3.3586, loss: 3.3586, grad_norm: 0.9082 2020-08-17 07:02:25,886 - mmaction - INFO - Epoch [27][500/627] lr: 5.849e-01, eta: 2 days, 6:51:14, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.2917, top5_acc: 0.5276, loss_cls: 3.3480, loss: 3.3480, grad_norm: 0.9020 2020-08-17 07:02:53,721 - mmaction - INFO - Epoch [27][520/627] lr: 5.849e-01, eta: 2 days, 6:50:50, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.2740, top5_acc: 0.5305, loss_cls: 3.3791, loss: 3.3791, grad_norm: 0.8944 2020-08-17 07:03:21,707 - mmaction - INFO - Epoch [27][540/627] lr: 5.849e-01, eta: 2 days, 6:50:26, time: 1.400, data_time: 0.004, memory: 8470, top1_acc: 0.2824, top5_acc: 0.5323, loss_cls: 3.3278, loss: 3.3278, grad_norm: 0.8843 2020-08-17 07:03:48,258 - mmaction - INFO - Epoch [27][560/627] lr: 5.849e-01, eta: 2 days, 6:49:51, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.2805, top5_acc: 0.5201, loss_cls: 3.3770, loss: 3.3770, grad_norm: 0.9069 2020-08-17 07:04:14,834 - mmaction - INFO - Epoch [27][580/627] lr: 5.849e-01, eta: 2 days, 6:49:16, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5301, loss_cls: 3.3652, loss: 3.3652, grad_norm: 0.8977 2020-08-17 07:04:41,696 - mmaction - INFO - Epoch [27][600/627] lr: 5.849e-01, eta: 2 days, 6:48:43, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.2835, top5_acc: 0.5406, loss_cls: 3.3348, loss: 3.3348, grad_norm: 0.8911 2020-08-17 07:05:10,325 - mmaction - INFO - Epoch [27][620/627] lr: 5.849e-01, eta: 2 days, 6:48:26, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.2749, top5_acc: 0.5229, loss_cls: 3.3810, loss: 3.3810, grad_norm: 0.9087 2020-08-17 07:05:52,623 - mmaction - INFO - Epoch [28][20/627] lr: 5.837e-01, eta: 2 days, 6:47:21, time: 1.695, data_time: 0.497, memory: 8470, top1_acc: 0.2701, top5_acc: 0.5156, loss_cls: 3.4269, loss: 3.4269, grad_norm: 0.9023 2020-08-17 07:06:19,025 - mmaction - INFO - Epoch [28][40/627] lr: 5.837e-01, eta: 2 days, 6:46:45, time: 1.323, data_time: 0.007, memory: 8470, top1_acc: 0.2793, top5_acc: 0.5233, loss_cls: 3.3725, loss: 3.3725, grad_norm: 0.8858 2020-08-17 07:06:45,112 - mmaction - INFO - Epoch [28][60/627] lr: 5.837e-01, eta: 2 days, 6:46:06, time: 1.303, data_time: 0.005, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5327, loss_cls: 3.3384, loss: 3.3384, grad_norm: 0.9000 2020-08-17 07:07:12,549 - mmaction - INFO - Epoch [28][80/627] lr: 5.837e-01, eta: 2 days, 6:45:38, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5428, loss_cls: 3.3138, loss: 3.3138, grad_norm: 0.9154 2020-08-17 07:07:38,475 - mmaction - INFO - Epoch [28][100/627] lr: 5.837e-01, eta: 2 days, 6:44:57, time: 1.295, data_time: 0.005, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5283, loss_cls: 3.3573, loss: 3.3573, grad_norm: 0.9013 2020-08-17 07:08:04,564 - mmaction - INFO - Epoch [28][120/627] lr: 5.837e-01, eta: 2 days, 6:44:18, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.2775, top5_acc: 0.5385, loss_cls: 3.3428, loss: 3.3428, grad_norm: 0.9172 2020-08-17 07:08:30,884 - mmaction - INFO - Epoch [28][140/627] lr: 5.837e-01, eta: 2 days, 6:43:41, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.2701, top5_acc: 0.5193, loss_cls: 3.4140, loss: 3.4140, grad_norm: 0.8959 2020-08-17 07:08:58,480 - mmaction - INFO - Epoch [28][160/627] lr: 5.837e-01, eta: 2 days, 6:43:15, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.2829, top5_acc: 0.5357, loss_cls: 3.3344, loss: 3.3344, grad_norm: 0.8969 2020-08-17 07:09:26,279 - mmaction - INFO - Epoch [28][180/627] lr: 5.837e-01, eta: 2 days, 6:42:50, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.2815, top5_acc: 0.5288, loss_cls: 3.3558, loss: 3.3558, grad_norm: 0.9167 2020-08-17 07:09:54,221 - mmaction - INFO - Epoch [28][200/627] lr: 5.837e-01, eta: 2 days, 6:42:26, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5348, loss_cls: 3.3489, loss: 3.3489, grad_norm: 0.8976 2020-08-17 07:10:20,277 - mmaction - INFO - Epoch [28][220/627] lr: 5.837e-01, eta: 2 days, 6:41:47, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5270, loss_cls: 3.3525, loss: 3.3525, grad_norm: 0.8953 2020-08-17 07:10:46,868 - mmaction - INFO - Epoch [28][240/627] lr: 5.837e-01, eta: 2 days, 6:41:12, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.2842, top5_acc: 0.5279, loss_cls: 3.3440, loss: 3.3440, grad_norm: 0.9047 2020-08-17 07:11:14,573 - mmaction - INFO - Epoch [28][260/627] lr: 5.837e-01, eta: 2 days, 6:40:47, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.2867, top5_acc: 0.5327, loss_cls: 3.3408, loss: 3.3408, grad_norm: 0.8944 2020-08-17 07:11:41,455 - mmaction - INFO - Epoch [28][280/627] lr: 5.837e-01, eta: 2 days, 6:40:14, time: 1.342, data_time: 0.004, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5414, loss_cls: 3.3196, loss: 3.3196, grad_norm: 0.9180 2020-08-17 07:12:09,920 - mmaction - INFO - Epoch [28][300/627] lr: 5.837e-01, eta: 2 days, 6:39:55, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.2816, top5_acc: 0.5339, loss_cls: 3.3254, loss: 3.3254, grad_norm: 0.8972 2020-08-17 07:12:36,308 - mmaction - INFO - Epoch [28][320/627] lr: 5.837e-01, eta: 2 days, 6:39:19, time: 1.319, data_time: 0.002, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5387, loss_cls: 3.3239, loss: 3.3239, grad_norm: 0.9165 2020-08-17 07:13:04,001 - mmaction - INFO - Epoch [28][340/627] lr: 5.837e-01, eta: 2 days, 6:38:53, time: 1.385, data_time: 0.004, memory: 8470, top1_acc: 0.2859, top5_acc: 0.5322, loss_cls: 3.3301, loss: 3.3301, grad_norm: 0.8915 2020-08-17 07:13:31,393 - mmaction - INFO - Epoch [28][360/627] lr: 5.837e-01, eta: 2 days, 6:38:25, time: 1.370, data_time: 0.003, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5240, loss_cls: 3.3713, loss: 3.3713, grad_norm: 0.9008 2020-08-17 07:13:59,274 - mmaction - INFO - Epoch [28][380/627] lr: 5.837e-01, eta: 2 days, 6:38:01, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5312, loss_cls: 3.3324, loss: 3.3324, grad_norm: 0.8908 2020-08-17 07:14:26,389 - mmaction - INFO - Epoch [28][400/627] lr: 5.837e-01, eta: 2 days, 6:37:30, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2819, top5_acc: 0.5307, loss_cls: 3.3519, loss: 3.3519, grad_norm: 0.9038 2020-08-17 07:14:53,208 - mmaction - INFO - Epoch [28][420/627] lr: 5.837e-01, eta: 2 days, 6:36:57, time: 1.341, data_time: 0.008, memory: 8470, top1_acc: 0.2818, top5_acc: 0.5243, loss_cls: 3.3429, loss: 3.3429, grad_norm: 0.8926 2020-08-17 07:15:20,037 - mmaction - INFO - Epoch [28][440/627] lr: 5.837e-01, eta: 2 days, 6:36:25, time: 1.343, data_time: 0.007, memory: 8470, top1_acc: 0.2815, top5_acc: 0.5237, loss_cls: 3.3455, loss: 3.3455, grad_norm: 0.8988 2020-08-17 07:15:47,387 - mmaction - INFO - Epoch [28][460/627] lr: 5.837e-01, eta: 2 days, 6:35:56, time: 1.367, data_time: 0.007, memory: 8470, top1_acc: 0.2803, top5_acc: 0.5246, loss_cls: 3.3607, loss: 3.3607, grad_norm: 0.8962 2020-08-17 07:16:14,844 - mmaction - INFO - Epoch [28][480/627] lr: 5.837e-01, eta: 2 days, 6:35:29, time: 1.375, data_time: 0.006, memory: 8470, top1_acc: 0.2794, top5_acc: 0.5318, loss_cls: 3.3440, loss: 3.3440, grad_norm: 0.9116 2020-08-17 07:16:40,901 - mmaction - INFO - Epoch [28][500/627] lr: 5.837e-01, eta: 2 days, 6:34:50, time: 1.300, data_time: 0.005, memory: 8470, top1_acc: 0.2799, top5_acc: 0.5276, loss_cls: 3.3401, loss: 3.3401, grad_norm: 0.8809 2020-08-17 07:17:07,460 - mmaction - INFO - Epoch [28][520/627] lr: 5.837e-01, eta: 2 days, 6:34:15, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.2699, top5_acc: 0.5240, loss_cls: 3.3762, loss: 3.3762, grad_norm: 0.8984 2020-08-17 07:17:34,805 - mmaction - INFO - Epoch [28][540/627] lr: 5.837e-01, eta: 2 days, 6:33:47, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.2794, top5_acc: 0.5280, loss_cls: 3.3757, loss: 3.3757, grad_norm: 0.9027 2020-08-17 07:18:01,639 - mmaction - INFO - Epoch [28][560/627] lr: 5.837e-01, eta: 2 days, 6:33:14, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.2815, top5_acc: 0.5326, loss_cls: 3.3488, loss: 3.3488, grad_norm: 0.9079 2020-08-17 07:18:29,256 - mmaction - INFO - Epoch [28][580/627] lr: 5.837e-01, eta: 2 days, 6:32:48, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.2882, top5_acc: 0.5319, loss_cls: 3.3420, loss: 3.3420, grad_norm: 0.9006 2020-08-17 07:18:57,098 - mmaction - INFO - Epoch [28][600/627] lr: 5.837e-01, eta: 2 days, 6:32:24, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.2803, top5_acc: 0.5335, loss_cls: 3.3297, loss: 3.3297, grad_norm: 0.9041 2020-08-17 07:19:23,540 - mmaction - INFO - Epoch [28][620/627] lr: 5.837e-01, eta: 2 days, 6:31:48, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5328, loss_cls: 3.3448, loss: 3.3448, grad_norm: 0.9008 2020-08-17 07:19:31,518 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-08-17 07:20:05,154 - mmaction - INFO - Epoch [29][20/627] lr: 5.825e-01, eta: 2 days, 6:30:27, time: 1.587, data_time: 0.350, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5349, loss_cls: 3.3193, loss: 3.3193, grad_norm: 0.9041 2020-08-17 07:20:30,783 - mmaction - INFO - Epoch [29][40/627] lr: 5.825e-01, eta: 2 days, 6:29:45, time: 1.283, data_time: 0.005, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5353, loss_cls: 3.3070, loss: 3.3070, grad_norm: 0.8835 2020-08-17 07:20:57,230 - mmaction - INFO - Epoch [29][60/627] lr: 5.825e-01, eta: 2 days, 6:29:09, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5264, loss_cls: 3.3585, loss: 3.3585, grad_norm: 0.9171 2020-08-17 07:21:24,200 - mmaction - INFO - Epoch [29][80/627] lr: 5.825e-01, eta: 2 days, 6:28:38, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5324, loss_cls: 3.3069, loss: 3.3069, grad_norm: 0.9025 2020-08-17 07:21:50,280 - mmaction - INFO - Epoch [29][100/627] lr: 5.825e-01, eta: 2 days, 6:27:59, time: 1.303, data_time: 0.004, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5417, loss_cls: 3.2996, loss: 3.2996, grad_norm: 0.9027 2020-08-17 07:22:17,693 - mmaction - INFO - Epoch [29][120/627] lr: 5.825e-01, eta: 2 days, 6:27:32, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.2870, top5_acc: 0.5302, loss_cls: 3.3328, loss: 3.3328, grad_norm: 0.9043 2020-08-17 07:22:46,001 - mmaction - INFO - Epoch [29][140/627] lr: 5.825e-01, eta: 2 days, 6:27:11, time: 1.414, data_time: 0.002, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5346, loss_cls: 3.3251, loss: 3.3251, grad_norm: 0.9049 2020-08-17 07:23:12,070 - mmaction - INFO - Epoch [29][160/627] lr: 5.825e-01, eta: 2 days, 6:26:32, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.2799, top5_acc: 0.5217, loss_cls: 3.3770, loss: 3.3770, grad_norm: 0.9077 2020-08-17 07:23:39,659 - mmaction - INFO - Epoch [29][180/627] lr: 5.825e-01, eta: 2 days, 6:26:06, time: 1.382, data_time: 0.007, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5292, loss_cls: 3.3326, loss: 3.3326, grad_norm: 0.9001 2020-08-17 07:24:06,842 - mmaction - INFO - Epoch [29][200/627] lr: 5.825e-01, eta: 2 days, 6:25:36, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.2789, top5_acc: 0.5176, loss_cls: 3.3918, loss: 3.3918, grad_norm: 0.9066 2020-08-17 07:24:34,000 - mmaction - INFO - Epoch [29][220/627] lr: 5.825e-01, eta: 2 days, 6:25:07, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.2772, top5_acc: 0.5382, loss_cls: 3.3534, loss: 3.3534, grad_norm: 0.9034 2020-08-17 07:25:02,006 - mmaction - INFO - Epoch [29][240/627] lr: 5.825e-01, eta: 2 days, 6:24:44, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.2861, top5_acc: 0.5374, loss_cls: 3.3376, loss: 3.3376, grad_norm: 0.9189 2020-08-17 07:25:29,317 - mmaction - INFO - Epoch [29][260/627] lr: 5.825e-01, eta: 2 days, 6:24:15, time: 1.366, data_time: 0.004, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5284, loss_cls: 3.3329, loss: 3.3329, grad_norm: 0.8979 2020-08-17 07:25:57,402 - mmaction - INFO - Epoch [29][280/627] lr: 5.825e-01, eta: 2 days, 6:23:52, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.2882, top5_acc: 0.5324, loss_cls: 3.3435, loss: 3.3435, grad_norm: 0.8994 2020-08-17 07:26:23,835 - mmaction - INFO - Epoch [29][300/627] lr: 5.825e-01, eta: 2 days, 6:23:17, time: 1.325, data_time: 0.007, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5344, loss_cls: 3.3128, loss: 3.3128, grad_norm: 0.8973 2020-08-17 07:26:49,886 - mmaction - INFO - Epoch [29][320/627] lr: 5.825e-01, eta: 2 days, 6:22:38, time: 1.301, data_time: 0.005, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5421, loss_cls: 3.3002, loss: 3.3002, grad_norm: 0.9072 2020-08-17 07:27:16,824 - mmaction - INFO - Epoch [29][340/627] lr: 5.825e-01, eta: 2 days, 6:22:07, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.2889, top5_acc: 0.5379, loss_cls: 3.3207, loss: 3.3207, grad_norm: 0.9112 2020-08-17 07:27:44,354 - mmaction - INFO - Epoch [29][360/627] lr: 5.825e-01, eta: 2 days, 6:21:40, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.2888, top5_acc: 0.5316, loss_cls: 3.3306, loss: 3.3306, grad_norm: 0.9067 2020-08-17 07:28:10,548 - mmaction - INFO - Epoch [29][380/627] lr: 5.825e-01, eta: 2 days, 6:21:03, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.2880, top5_acc: 0.5311, loss_cls: 3.3470, loss: 3.3470, grad_norm: 0.9053 2020-08-17 07:28:36,255 - mmaction - INFO - Epoch [29][400/627] lr: 5.825e-01, eta: 2 days, 6:20:22, time: 1.286, data_time: 0.005, memory: 8470, top1_acc: 0.2911, top5_acc: 0.5376, loss_cls: 3.3224, loss: 3.3224, grad_norm: 0.9087 2020-08-17 07:29:02,848 - mmaction - INFO - Epoch [29][420/627] lr: 5.825e-01, eta: 2 days, 6:19:47, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.2772, top5_acc: 0.5316, loss_cls: 3.3337, loss: 3.3337, grad_norm: 0.9159 2020-08-17 07:29:31,123 - mmaction - INFO - Epoch [29][440/627] lr: 5.825e-01, eta: 2 days, 6:19:27, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.2835, top5_acc: 0.5353, loss_cls: 3.3357, loss: 3.3357, grad_norm: 0.8925 2020-08-17 07:30:00,680 - mmaction - INFO - Epoch [29][460/627] lr: 5.825e-01, eta: 2 days, 6:19:16, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5379, loss_cls: 3.3253, loss: 3.3253, grad_norm: 0.9026 2020-08-17 07:30:27,384 - mmaction - INFO - Epoch [29][480/627] lr: 5.825e-01, eta: 2 days, 6:18:43, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2832, top5_acc: 0.5281, loss_cls: 3.3562, loss: 3.3562, grad_norm: 0.9029 2020-08-17 07:30:54,342 - mmaction - INFO - Epoch [29][500/627] lr: 5.825e-01, eta: 2 days, 6:18:11, time: 1.346, data_time: 0.004, memory: 8470, top1_acc: 0.2770, top5_acc: 0.5345, loss_cls: 3.3370, loss: 3.3370, grad_norm: 0.9214 2020-08-17 07:31:21,127 - mmaction - INFO - Epoch [29][520/627] lr: 5.825e-01, eta: 2 days, 6:17:39, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.2893, top5_acc: 0.5359, loss_cls: 3.3260, loss: 3.3260, grad_norm: 0.9101 2020-08-17 07:31:48,285 - mmaction - INFO - Epoch [29][540/627] lr: 5.825e-01, eta: 2 days, 6:17:09, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.2849, top5_acc: 0.5288, loss_cls: 3.3404, loss: 3.3404, grad_norm: 0.9017 2020-08-17 07:32:15,587 - mmaction - INFO - Epoch [29][560/627] lr: 5.825e-01, eta: 2 days, 6:16:40, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.2910, top5_acc: 0.5375, loss_cls: 3.3197, loss: 3.3197, grad_norm: 0.9000 2020-08-17 07:32:42,047 - mmaction - INFO - Epoch [29][580/627] lr: 5.825e-01, eta: 2 days, 6:16:05, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.2885, top5_acc: 0.5341, loss_cls: 3.3108, loss: 3.3108, grad_norm: 0.8939 2020-08-17 07:33:09,226 - mmaction - INFO - Epoch [29][600/627] lr: 5.825e-01, eta: 2 days, 6:15:35, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.2908, top5_acc: 0.5432, loss_cls: 3.2867, loss: 3.2867, grad_norm: 0.9199 2020-08-17 07:33:36,776 - mmaction - INFO - Epoch [29][620/627] lr: 5.825e-01, eta: 2 days, 6:15:09, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.2846, top5_acc: 0.5339, loss_cls: 3.3267, loss: 3.3267, grad_norm: 0.9101 2020-08-17 07:34:15,301 - mmaction - INFO - Epoch [30][20/627] lr: 5.812e-01, eta: 2 days, 6:13:39, time: 1.516, data_time: 0.385, memory: 8470, top1_acc: 0.2755, top5_acc: 0.5258, loss_cls: 3.3919, loss: 3.3919, grad_norm: 0.9103 2020-08-17 07:34:41,265 - mmaction - INFO - Epoch [30][40/627] lr: 5.812e-01, eta: 2 days, 6:13:00, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.2759, top5_acc: 0.5267, loss_cls: 3.3553, loss: 3.3553, grad_norm: 0.9074 2020-08-17 07:35:07,820 - mmaction - INFO - Epoch [30][60/627] lr: 5.812e-01, eta: 2 days, 6:12:26, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.2919, top5_acc: 0.5410, loss_cls: 3.3013, loss: 3.3013, grad_norm: 0.9129 2020-08-17 07:35:35,487 - mmaction - INFO - Epoch [30][80/627] lr: 5.812e-01, eta: 2 days, 6:12:01, time: 1.384, data_time: 0.002, memory: 8470, top1_acc: 0.3012, top5_acc: 0.5439, loss_cls: 3.2895, loss: 3.2895, grad_norm: 0.9135 2020-08-17 07:36:02,771 - mmaction - INFO - Epoch [30][100/627] lr: 5.812e-01, eta: 2 days, 6:11:32, time: 1.362, data_time: 0.004, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5400, loss_cls: 3.3098, loss: 3.3098, grad_norm: 0.9110 2020-08-17 07:36:29,223 - mmaction - INFO - Epoch [30][120/627] lr: 5.812e-01, eta: 2 days, 6:10:57, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.2802, top5_acc: 0.5361, loss_cls: 3.3185, loss: 3.3185, grad_norm: 0.9092 2020-08-17 07:36:57,043 - mmaction - INFO - Epoch [30][140/627] lr: 5.812e-01, eta: 2 days, 6:10:32, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.2884, top5_acc: 0.5379, loss_cls: 3.2955, loss: 3.2955, grad_norm: 0.9279 2020-08-17 07:37:23,695 - mmaction - INFO - Epoch [30][160/627] lr: 5.812e-01, eta: 2 days, 6:09:59, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.2777, top5_acc: 0.5208, loss_cls: 3.3932, loss: 3.3932, grad_norm: 0.9030 2020-08-17 07:37:49,824 - mmaction - INFO - Epoch [30][180/627] lr: 5.812e-01, eta: 2 days, 6:09:21, time: 1.304, data_time: 0.004, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5339, loss_cls: 3.3124, loss: 3.3124, grad_norm: 0.9235 2020-08-17 07:38:16,819 - mmaction - INFO - Epoch [30][200/627] lr: 5.812e-01, eta: 2 days, 6:08:51, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.2852, top5_acc: 0.5349, loss_cls: 3.3281, loss: 3.3281, grad_norm: 0.8977 2020-08-17 07:38:43,861 - mmaction - INFO - Epoch [30][220/627] lr: 5.812e-01, eta: 2 days, 6:08:20, time: 1.353, data_time: 0.003, memory: 8470, top1_acc: 0.2911, top5_acc: 0.5471, loss_cls: 3.2861, loss: 3.2861, grad_norm: 0.9027 2020-08-17 07:39:11,268 - mmaction - INFO - Epoch [30][240/627] lr: 5.812e-01, eta: 2 days, 6:07:53, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.2858, top5_acc: 0.5388, loss_cls: 3.2983, loss: 3.2983, grad_norm: 0.9160 2020-08-17 07:39:38,765 - mmaction - INFO - Epoch [30][260/627] lr: 5.812e-01, eta: 2 days, 6:07:26, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.2826, top5_acc: 0.5310, loss_cls: 3.3400, loss: 3.3400, grad_norm: 0.9104 2020-08-17 07:40:06,192 - mmaction - INFO - Epoch [30][280/627] lr: 5.812e-01, eta: 2 days, 6:06:58, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5225, loss_cls: 3.3818, loss: 3.3818, grad_norm: 0.8988 2020-08-17 07:40:34,302 - mmaction - INFO - Epoch [30][300/627] lr: 5.812e-01, eta: 2 days, 6:06:36, time: 1.405, data_time: 0.002, memory: 8470, top1_acc: 0.2857, top5_acc: 0.5423, loss_cls: 3.2881, loss: 3.2881, grad_norm: 0.9052 2020-08-17 07:41:01,149 - mmaction - INFO - Epoch [30][320/627] lr: 5.812e-01, eta: 2 days, 6:06:04, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.2741, top5_acc: 0.5309, loss_cls: 3.3336, loss: 3.3336, grad_norm: 0.9053 2020-08-17 07:41:28,505 - mmaction - INFO - Epoch [30][340/627] lr: 5.812e-01, eta: 2 days, 6:05:36, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.2801, top5_acc: 0.5415, loss_cls: 3.3018, loss: 3.3018, grad_norm: 0.9121 2020-08-17 07:41:57,085 - mmaction - INFO - Epoch [30][360/627] lr: 5.812e-01, eta: 2 days, 6:05:17, time: 1.430, data_time: 0.007, memory: 8470, top1_acc: 0.2874, top5_acc: 0.5396, loss_cls: 3.3054, loss: 3.3054, grad_norm: 0.9167 2020-08-17 07:42:23,503 - mmaction - INFO - Epoch [30][380/627] lr: 5.812e-01, eta: 2 days, 6:04:43, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5423, loss_cls: 3.3364, loss: 3.3364, grad_norm: 0.8913 2020-08-17 07:42:51,666 - mmaction - INFO - Epoch [30][400/627] lr: 5.812e-01, eta: 2 days, 6:04:21, time: 1.407, data_time: 0.004, memory: 8470, top1_acc: 0.2806, top5_acc: 0.5345, loss_cls: 3.3207, loss: 3.3207, grad_norm: 0.9112 2020-08-17 07:43:18,493 - mmaction - INFO - Epoch [30][420/627] lr: 5.812e-01, eta: 2 days, 6:03:48, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.2783, top5_acc: 0.5340, loss_cls: 3.3301, loss: 3.3301, grad_norm: 0.9153 2020-08-17 07:43:46,372 - mmaction - INFO - Epoch [30][440/627] lr: 5.812e-01, eta: 2 days, 6:03:24, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.2826, top5_acc: 0.5296, loss_cls: 3.3581, loss: 3.3581, grad_norm: 0.9072 2020-08-17 07:44:13,149 - mmaction - INFO - Epoch [30][460/627] lr: 5.812e-01, eta: 2 days, 6:02:52, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.2781, top5_acc: 0.5190, loss_cls: 3.3948, loss: 3.3948, grad_norm: 0.9137 2020-08-17 07:44:39,510 - mmaction - INFO - Epoch [30][480/627] lr: 5.812e-01, eta: 2 days, 6:02:16, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.2938, top5_acc: 0.5471, loss_cls: 3.2880, loss: 3.2880, grad_norm: 0.9004 2020-08-17 07:45:06,512 - mmaction - INFO - Epoch [30][500/627] lr: 5.812e-01, eta: 2 days, 6:01:46, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.2898, top5_acc: 0.5405, loss_cls: 3.2967, loss: 3.2967, grad_norm: 0.9092 2020-08-17 07:45:34,756 - mmaction - INFO - Epoch [30][520/627] lr: 5.812e-01, eta: 2 days, 6:01:25, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.2891, top5_acc: 0.5370, loss_cls: 3.3147, loss: 3.3147, grad_norm: 0.9052 2020-08-17 07:46:02,877 - mmaction - INFO - Epoch [30][540/627] lr: 5.812e-01, eta: 2 days, 6:01:02, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.2828, top5_acc: 0.5288, loss_cls: 3.3579, loss: 3.3579, grad_norm: 0.9104 2020-08-17 07:46:28,632 - mmaction - INFO - Epoch [30][560/627] lr: 5.812e-01, eta: 2 days, 6:00:22, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.2810, top5_acc: 0.5301, loss_cls: 3.3504, loss: 3.3504, grad_norm: 0.9165 2020-08-17 07:46:55,778 - mmaction - INFO - Epoch [30][580/627] lr: 5.812e-01, eta: 2 days, 5:59:53, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.2763, top5_acc: 0.5342, loss_cls: 3.3396, loss: 3.3396, grad_norm: 0.9147 2020-08-17 07:47:23,502 - mmaction - INFO - Epoch [30][600/627] lr: 5.812e-01, eta: 2 days, 5:59:28, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.2846, top5_acc: 0.5355, loss_cls: 3.3495, loss: 3.3495, grad_norm: 0.9004 2020-08-17 07:47:50,481 - mmaction - INFO - Epoch [30][620/627] lr: 5.812e-01, eta: 2 days, 5:58:57, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5262, loss_cls: 3.3514, loss: 3.3514, grad_norm: 0.9289 2020-08-17 07:48:31,630 - mmaction - INFO - Epoch [31][20/627] lr: 5.799e-01, eta: 2 days, 5:57:47, time: 1.631, data_time: 0.367, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5324, loss_cls: 3.3350, loss: 3.3350, grad_norm: 0.8974 2020-08-17 07:48:58,129 - mmaction - INFO - Epoch [31][40/627] lr: 5.799e-01, eta: 2 days, 5:57:12, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.2862, top5_acc: 0.5324, loss_cls: 3.3235, loss: 3.3235, grad_norm: 0.8991 2020-08-17 07:49:26,057 - mmaction - INFO - Epoch [31][60/627] lr: 5.799e-01, eta: 2 days, 5:56:49, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.2853, top5_acc: 0.5366, loss_cls: 3.3275, loss: 3.3275, grad_norm: 0.8991 2020-08-17 07:49:54,697 - mmaction - INFO - Epoch [31][80/627] lr: 5.799e-01, eta: 2 days, 5:56:31, time: 1.433, data_time: 0.004, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5380, loss_cls: 3.3119, loss: 3.3119, grad_norm: 0.9182 2020-08-17 07:50:20,179 - mmaction - INFO - Epoch [31][100/627] lr: 5.799e-01, eta: 2 days, 5:55:49, time: 1.274, data_time: 0.005, memory: 8470, top1_acc: 0.2823, top5_acc: 0.5232, loss_cls: 3.3546, loss: 3.3546, grad_norm: 0.9026 2020-08-17 07:50:46,841 - mmaction - INFO - Epoch [31][120/627] lr: 5.799e-01, eta: 2 days, 5:55:15, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5410, loss_cls: 3.2979, loss: 3.2979, grad_norm: 0.9296 2020-08-17 07:51:13,988 - mmaction - INFO - Epoch [31][140/627] lr: 5.799e-01, eta: 2 days, 5:54:46, time: 1.359, data_time: 0.006, memory: 8470, top1_acc: 0.2872, top5_acc: 0.5365, loss_cls: 3.3265, loss: 3.3265, grad_norm: 0.9223 2020-08-17 07:51:41,139 - mmaction - INFO - Epoch [31][160/627] lr: 5.799e-01, eta: 2 days, 5:54:16, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.2816, top5_acc: 0.5350, loss_cls: 3.3230, loss: 3.3230, grad_norm: 0.8970 2020-08-17 07:52:08,055 - mmaction - INFO - Epoch [31][180/627] lr: 5.799e-01, eta: 2 days, 5:53:46, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5427, loss_cls: 3.3289, loss: 3.3289, grad_norm: 0.9308 2020-08-17 07:52:34,004 - mmaction - INFO - Epoch [31][200/627] lr: 5.799e-01, eta: 2 days, 5:53:07, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.2889, top5_acc: 0.5354, loss_cls: 3.3127, loss: 3.3127, grad_norm: 0.9040 2020-08-17 07:53:00,201 - mmaction - INFO - Epoch [31][220/627] lr: 5.799e-01, eta: 2 days, 5:52:30, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5328, loss_cls: 3.2885, loss: 3.2885, grad_norm: 0.9150 2020-08-17 07:53:26,438 - mmaction - INFO - Epoch [31][240/627] lr: 5.799e-01, eta: 2 days, 5:51:54, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5320, loss_cls: 3.3410, loss: 3.3410, grad_norm: 0.9183 2020-08-17 07:53:53,677 - mmaction - INFO - Epoch [31][260/627] lr: 5.799e-01, eta: 2 days, 5:51:26, time: 1.362, data_time: 0.002, memory: 8470, top1_acc: 0.2910, top5_acc: 0.5395, loss_cls: 3.3115, loss: 3.3115, grad_norm: 0.9058 2020-08-17 07:54:19,737 - mmaction - INFO - Epoch [31][280/627] lr: 5.799e-01, eta: 2 days, 5:50:48, time: 1.303, data_time: 0.002, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5306, loss_cls: 3.3431, loss: 3.3431, grad_norm: 0.9113 2020-08-17 07:54:46,177 - mmaction - INFO - Epoch [31][300/627] lr: 5.799e-01, eta: 2 days, 5:50:13, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.2865, top5_acc: 0.5372, loss_cls: 3.3180, loss: 3.3180, grad_norm: 0.9006 2020-08-17 07:55:12,021 - mmaction - INFO - Epoch [31][320/627] lr: 5.799e-01, eta: 2 days, 5:49:34, time: 1.292, data_time: 0.005, memory: 8470, top1_acc: 0.2956, top5_acc: 0.5401, loss_cls: 3.2816, loss: 3.2816, grad_norm: 0.9072 2020-08-17 07:55:39,576 - mmaction - INFO - Epoch [31][340/627] lr: 5.799e-01, eta: 2 days, 5:49:08, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.2871, top5_acc: 0.5389, loss_cls: 3.3152, loss: 3.3152, grad_norm: 0.8972 2020-08-17 07:56:06,396 - mmaction - INFO - Epoch [31][360/627] lr: 5.799e-01, eta: 2 days, 5:48:36, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.2773, top5_acc: 0.5323, loss_cls: 3.3303, loss: 3.3303, grad_norm: 0.9187 2020-08-17 07:56:33,501 - mmaction - INFO - Epoch [31][380/627] lr: 5.799e-01, eta: 2 days, 5:48:07, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.2746, top5_acc: 0.5254, loss_cls: 3.3739, loss: 3.3739, grad_norm: 0.9043 2020-08-17 07:57:00,248 - mmaction - INFO - Epoch [31][400/627] lr: 5.799e-01, eta: 2 days, 5:47:35, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5368, loss_cls: 3.2976, loss: 3.2976, grad_norm: 0.9149 2020-08-17 07:57:26,771 - mmaction - INFO - Epoch [31][420/627] lr: 5.799e-01, eta: 2 days, 5:47:00, time: 1.324, data_time: 0.002, memory: 8470, top1_acc: 0.2810, top5_acc: 0.5276, loss_cls: 3.3558, loss: 3.3558, grad_norm: 0.9090 2020-08-17 07:57:54,512 - mmaction - INFO - Epoch [31][440/627] lr: 5.799e-01, eta: 2 days, 5:46:36, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.2802, top5_acc: 0.5375, loss_cls: 3.3425, loss: 3.3425, grad_norm: 0.9077 2020-08-17 07:58:21,171 - mmaction - INFO - Epoch [31][460/627] lr: 5.799e-01, eta: 2 days, 5:46:03, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.2826, top5_acc: 0.5294, loss_cls: 3.3216, loss: 3.3216, grad_norm: 0.9121 2020-08-17 07:58:47,653 - mmaction - INFO - Epoch [31][480/627] lr: 5.799e-01, eta: 2 days, 5:45:28, time: 1.324, data_time: 0.002, memory: 8470, top1_acc: 0.2993, top5_acc: 0.5465, loss_cls: 3.2708, loss: 3.2708, grad_norm: 0.8925 2020-08-17 07:59:14,259 - mmaction - INFO - Epoch [31][500/627] lr: 5.799e-01, eta: 2 days, 5:44:55, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5354, loss_cls: 3.3254, loss: 3.3254, grad_norm: 0.9257 2020-08-17 07:59:40,478 - mmaction - INFO - Epoch [31][520/627] lr: 5.799e-01, eta: 2 days, 5:44:19, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.2885, top5_acc: 0.5370, loss_cls: 3.3265, loss: 3.3265, grad_norm: 0.8918 2020-08-17 08:00:08,432 - mmaction - INFO - Epoch [31][540/627] lr: 5.799e-01, eta: 2 days, 5:43:55, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.2904, top5_acc: 0.5461, loss_cls: 3.2894, loss: 3.2894, grad_norm: 0.9179 2020-08-17 08:00:34,466 - mmaction - INFO - Epoch [31][560/627] lr: 5.799e-01, eta: 2 days, 5:43:18, time: 1.305, data_time: 0.007, memory: 8470, top1_acc: 0.2833, top5_acc: 0.5257, loss_cls: 3.3603, loss: 3.3603, grad_norm: 0.9224 2020-08-17 08:01:03,120 - mmaction - INFO - Epoch [31][580/627] lr: 5.799e-01, eta: 2 days, 5:43:00, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.2930, top5_acc: 0.5366, loss_cls: 3.3301, loss: 3.3301, grad_norm: 0.9037 2020-08-17 08:01:30,142 - mmaction - INFO - Epoch [31][600/627] lr: 5.799e-01, eta: 2 days, 5:42:30, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.2850, top5_acc: 0.5358, loss_cls: 3.3289, loss: 3.3289, grad_norm: 0.9131 2020-08-17 08:02:00,726 - mmaction - INFO - Epoch [31][620/627] lr: 5.799e-01, eta: 2 days, 5:42:25, time: 1.528, data_time: 0.005, memory: 8470, top1_acc: 0.2823, top5_acc: 0.5332, loss_cls: 3.3395, loss: 3.3395, grad_norm: 0.9073 2020-08-17 08:02:41,341 - mmaction - INFO - Epoch [32][20/627] lr: 5.786e-01, eta: 2 days, 5:41:14, time: 1.612, data_time: 0.501, memory: 8470, top1_acc: 0.2757, top5_acc: 0.5312, loss_cls: 3.3626, loss: 3.3626, grad_norm: 0.9282 2020-08-17 08:03:07,787 - mmaction - INFO - Epoch [32][40/627] lr: 5.786e-01, eta: 2 days, 5:40:39, time: 1.322, data_time: 0.002, memory: 8470, top1_acc: 0.2855, top5_acc: 0.5354, loss_cls: 3.3226, loss: 3.3226, grad_norm: 0.9082 2020-08-17 08:03:34,333 - mmaction - INFO - Epoch [32][60/627] lr: 5.786e-01, eta: 2 days, 5:40:06, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5370, loss_cls: 3.2800, loss: 3.2800, grad_norm: 0.9166 2020-08-17 08:04:00,547 - mmaction - INFO - Epoch [32][80/627] lr: 5.786e-01, eta: 2 days, 5:39:30, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5426, loss_cls: 3.2929, loss: 3.2929, grad_norm: 0.9159 2020-08-17 08:04:26,805 - mmaction - INFO - Epoch [32][100/627] lr: 5.786e-01, eta: 2 days, 5:38:54, time: 1.313, data_time: 0.002, memory: 8470, top1_acc: 0.2842, top5_acc: 0.5296, loss_cls: 3.3310, loss: 3.3310, grad_norm: 0.9062 2020-08-17 08:04:53,252 - mmaction - INFO - Epoch [32][120/627] lr: 5.786e-01, eta: 2 days, 5:38:20, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.2863, top5_acc: 0.5333, loss_cls: 3.3024, loss: 3.3024, grad_norm: 0.8865 2020-08-17 08:05:20,227 - mmaction - INFO - Epoch [32][140/627] lr: 5.786e-01, eta: 2 days, 5:37:49, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.2897, top5_acc: 0.5404, loss_cls: 3.2904, loss: 3.2904, grad_norm: 0.9162 2020-08-17 08:05:47,564 - mmaction - INFO - Epoch [32][160/627] lr: 5.786e-01, eta: 2 days, 5:37:21, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.2938, top5_acc: 0.5374, loss_cls: 3.3239, loss: 3.3239, grad_norm: 0.9210 2020-08-17 08:06:14,200 - mmaction - INFO - Epoch [32][180/627] lr: 5.786e-01, eta: 2 days, 5:36:49, time: 1.333, data_time: 0.004, memory: 8470, top1_acc: 0.2819, top5_acc: 0.5319, loss_cls: 3.3437, loss: 3.3437, grad_norm: 0.8956 2020-08-17 08:06:39,951 - mmaction - INFO - Epoch [32][200/627] lr: 5.786e-01, eta: 2 days, 5:36:09, time: 1.286, data_time: 0.005, memory: 8470, top1_acc: 0.2895, top5_acc: 0.5378, loss_cls: 3.2899, loss: 3.2899, grad_norm: 0.9324 2020-08-17 08:07:07,147 - mmaction - INFO - Epoch [32][220/627] lr: 5.786e-01, eta: 2 days, 5:35:41, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.2945, top5_acc: 0.5411, loss_cls: 3.2694, loss: 3.2694, grad_norm: 0.9113 2020-08-17 08:07:32,851 - mmaction - INFO - Epoch [32][240/627] lr: 5.786e-01, eta: 2 days, 5:35:01, time: 1.284, data_time: 0.005, memory: 8470, top1_acc: 0.2840, top5_acc: 0.5332, loss_cls: 3.3336, loss: 3.3336, grad_norm: 0.9157 2020-08-17 08:07:58,931 - mmaction - INFO - Epoch [32][260/627] lr: 5.786e-01, eta: 2 days, 5:34:24, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.2855, top5_acc: 0.5349, loss_cls: 3.3279, loss: 3.3279, grad_norm: 0.8952 2020-08-17 08:08:25,307 - mmaction - INFO - Epoch [32][280/627] lr: 5.786e-01, eta: 2 days, 5:33:50, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5406, loss_cls: 3.2848, loss: 3.2848, grad_norm: 0.9113 2020-08-17 08:08:52,238 - mmaction - INFO - Epoch [32][300/627] lr: 5.786e-01, eta: 2 days, 5:33:19, time: 1.345, data_time: 0.002, memory: 8470, top1_acc: 0.2737, top5_acc: 0.5288, loss_cls: 3.3670, loss: 3.3670, grad_norm: 0.9302 2020-08-17 08:09:18,926 - mmaction - INFO - Epoch [32][320/627] lr: 5.786e-01, eta: 2 days, 5:32:46, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.2872, top5_acc: 0.5402, loss_cls: 3.2934, loss: 3.2934, grad_norm: 0.9096 2020-08-17 08:09:46,616 - mmaction - INFO - Epoch [32][340/627] lr: 5.786e-01, eta: 2 days, 5:32:21, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5488, loss_cls: 3.2760, loss: 3.2760, grad_norm: 0.9008 2020-08-17 08:10:15,504 - mmaction - INFO - Epoch [32][360/627] lr: 5.786e-01, eta: 2 days, 5:32:04, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.2749, top5_acc: 0.5285, loss_cls: 3.3713, loss: 3.3713, grad_norm: 0.9192 2020-08-17 08:10:42,181 - mmaction - INFO - Epoch [32][380/627] lr: 5.786e-01, eta: 2 days, 5:31:32, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5322, loss_cls: 3.3381, loss: 3.3381, grad_norm: 0.9014 2020-08-17 08:11:09,514 - mmaction - INFO - Epoch [32][400/627] lr: 5.786e-01, eta: 2 days, 5:31:04, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.2857, top5_acc: 0.5366, loss_cls: 3.3248, loss: 3.3248, grad_norm: 0.9048 2020-08-17 08:11:37,048 - mmaction - INFO - Epoch [32][420/627] lr: 5.786e-01, eta: 2 days, 5:30:38, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.2842, top5_acc: 0.5318, loss_cls: 3.3264, loss: 3.3264, grad_norm: 0.9228 2020-08-17 08:12:04,216 - mmaction - INFO - Epoch [32][440/627] lr: 5.786e-01, eta: 2 days, 5:30:09, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.2991, top5_acc: 0.5474, loss_cls: 3.2700, loss: 3.2700, grad_norm: 0.9061 2020-08-17 08:12:30,420 - mmaction - INFO - Epoch [32][460/627] lr: 5.786e-01, eta: 2 days, 5:29:33, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5402, loss_cls: 3.3196, loss: 3.3196, grad_norm: 0.9141 2020-08-17 08:12:57,204 - mmaction - INFO - Epoch [32][480/627] lr: 5.786e-01, eta: 2 days, 5:29:02, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.2762, top5_acc: 0.5199, loss_cls: 3.3986, loss: 3.3986, grad_norm: 0.9183 2020-08-17 08:13:25,650 - mmaction - INFO - Epoch [32][500/627] lr: 5.786e-01, eta: 2 days, 5:28:41, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.2736, top5_acc: 0.5229, loss_cls: 3.3847, loss: 3.3847, grad_norm: 0.9147 2020-08-17 08:13:51,881 - mmaction - INFO - Epoch [32][520/627] lr: 5.786e-01, eta: 2 days, 5:28:06, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.2874, top5_acc: 0.5326, loss_cls: 3.3294, loss: 3.3294, grad_norm: 0.9110 2020-08-17 08:14:18,572 - mmaction - INFO - Epoch [32][540/627] lr: 5.786e-01, eta: 2 days, 5:27:34, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.2855, top5_acc: 0.5393, loss_cls: 3.3140, loss: 3.3140, grad_norm: 0.9276 2020-08-17 08:14:45,112 - mmaction - INFO - Epoch [32][560/627] lr: 5.786e-01, eta: 2 days, 5:27:00, time: 1.327, data_time: 0.002, memory: 8470, top1_acc: 0.2839, top5_acc: 0.5391, loss_cls: 3.3209, loss: 3.3209, grad_norm: 0.9067 2020-08-17 08:15:12,903 - mmaction - INFO - Epoch [32][580/627] lr: 5.786e-01, eta: 2 days, 5:26:36, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5342, loss_cls: 3.3236, loss: 3.3236, grad_norm: 0.9199 2020-08-17 08:15:40,070 - mmaction - INFO - Epoch [32][600/627] lr: 5.786e-01, eta: 2 days, 5:26:07, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.2823, top5_acc: 0.5376, loss_cls: 3.3399, loss: 3.3399, grad_norm: 0.9156 2020-08-17 08:16:06,514 - mmaction - INFO - Epoch [32][620/627] lr: 5.786e-01, eta: 2 days, 5:25:33, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.2827, top5_acc: 0.5374, loss_cls: 3.3377, loss: 3.3377, grad_norm: 0.9169 2020-08-17 08:16:15,414 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-17 08:16:46,821 - mmaction - INFO - Epoch [33][20/627] lr: 5.772e-01, eta: 2 days, 5:24:05, time: 1.485, data_time: 0.341, memory: 8470, top1_acc: 0.2911, top5_acc: 0.5418, loss_cls: 3.3160, loss: 3.3160, grad_norm: 0.9048 2020-08-17 08:17:14,242 - mmaction - INFO - Epoch [33][40/627] lr: 5.772e-01, eta: 2 days, 5:23:38, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.2949, top5_acc: 0.5462, loss_cls: 3.2737, loss: 3.2737, grad_norm: 0.9181 2020-08-17 08:17:41,496 - mmaction - INFO - Epoch [33][60/627] lr: 5.772e-01, eta: 2 days, 5:23:09, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.2960, top5_acc: 0.5470, loss_cls: 3.2673, loss: 3.2673, grad_norm: 0.8860 2020-08-17 08:18:09,099 - mmaction - INFO - Epoch [33][80/627] lr: 5.772e-01, eta: 2 days, 5:22:44, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.2893, top5_acc: 0.5380, loss_cls: 3.3208, loss: 3.3208, grad_norm: 0.9154 2020-08-17 08:18:36,172 - mmaction - INFO - Epoch [33][100/627] lr: 5.772e-01, eta: 2 days, 5:22:14, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5401, loss_cls: 3.3261, loss: 3.3261, grad_norm: 0.9024 2020-08-17 08:19:04,339 - mmaction - INFO - Epoch [33][120/627] lr: 5.772e-01, eta: 2 days, 5:21:52, time: 1.407, data_time: 0.004, memory: 8470, top1_acc: 0.2888, top5_acc: 0.5352, loss_cls: 3.3201, loss: 3.3201, grad_norm: 0.9186 2020-08-17 08:19:29,400 - mmaction - INFO - Epoch [33][140/627] lr: 5.772e-01, eta: 2 days, 5:21:09, time: 1.252, data_time: 0.006, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5409, loss_cls: 3.2932, loss: 3.2932, grad_norm: 0.9088 2020-08-17 08:19:57,020 - mmaction - INFO - Epoch [33][160/627] lr: 5.772e-01, eta: 2 days, 5:20:43, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5484, loss_cls: 3.2815, loss: 3.2815, grad_norm: 0.9112 2020-08-17 08:20:23,988 - mmaction - INFO - Epoch [33][180/627] lr: 5.772e-01, eta: 2 days, 5:20:13, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.2876, top5_acc: 0.5419, loss_cls: 3.3117, loss: 3.3117, grad_norm: 0.9076 2020-08-17 08:20:51,253 - mmaction - INFO - Epoch [33][200/627] lr: 5.772e-01, eta: 2 days, 5:19:45, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.2898, top5_acc: 0.5301, loss_cls: 3.3209, loss: 3.3209, grad_norm: 0.9046 2020-08-17 08:21:16,954 - mmaction - INFO - Epoch [33][220/627] lr: 5.772e-01, eta: 2 days, 5:19:06, time: 1.286, data_time: 0.005, memory: 8470, top1_acc: 0.2828, top5_acc: 0.5354, loss_cls: 3.3488, loss: 3.3488, grad_norm: 0.9081 2020-08-17 08:21:45,720 - mmaction - INFO - Epoch [33][240/627] lr: 5.772e-01, eta: 2 days, 5:18:48, time: 1.439, data_time: 0.003, memory: 8470, top1_acc: 0.2783, top5_acc: 0.5379, loss_cls: 3.3408, loss: 3.3408, grad_norm: 0.9101 2020-08-17 08:22:12,059 - mmaction - INFO - Epoch [33][260/627] lr: 5.772e-01, eta: 2 days, 5:18:14, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5430, loss_cls: 3.3099, loss: 3.3099, grad_norm: 0.9390 2020-08-17 08:22:40,057 - mmaction - INFO - Epoch [33][280/627] lr: 5.772e-01, eta: 2 days, 5:17:50, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.2922, top5_acc: 0.5352, loss_cls: 3.3215, loss: 3.3215, grad_norm: 0.8891 2020-08-17 08:23:07,476 - mmaction - INFO - Epoch [33][300/627] lr: 5.772e-01, eta: 2 days, 5:17:24, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.2792, top5_acc: 0.5411, loss_cls: 3.3361, loss: 3.3361, grad_norm: 0.9141 2020-08-17 08:23:34,245 - mmaction - INFO - Epoch [33][320/627] lr: 5.772e-01, eta: 2 days, 5:16:52, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5435, loss_cls: 3.3150, loss: 3.3150, grad_norm: 0.9042 2020-08-17 08:23:59,783 - mmaction - INFO - Epoch [33][340/627] lr: 5.772e-01, eta: 2 days, 5:16:12, time: 1.279, data_time: 0.005, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5465, loss_cls: 3.2482, loss: 3.2482, grad_norm: 0.9040 2020-08-17 08:24:25,816 - mmaction - INFO - Epoch [33][360/627] lr: 5.772e-01, eta: 2 days, 5:15:35, time: 1.302, data_time: 0.005, memory: 8470, top1_acc: 0.3040, top5_acc: 0.5480, loss_cls: 3.2479, loss: 3.2479, grad_norm: 0.9172 2020-08-17 08:24:52,357 - mmaction - INFO - Epoch [33][380/627] lr: 5.772e-01, eta: 2 days, 5:15:02, time: 1.327, data_time: 0.002, memory: 8470, top1_acc: 0.2940, top5_acc: 0.5453, loss_cls: 3.2858, loss: 3.2858, grad_norm: 0.9371 2020-08-17 08:25:21,486 - mmaction - INFO - Epoch [33][400/627] lr: 5.772e-01, eta: 2 days, 5:14:47, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.2803, top5_acc: 0.5404, loss_cls: 3.3324, loss: 3.3324, grad_norm: 0.9073 2020-08-17 08:25:48,198 - mmaction - INFO - Epoch [33][420/627] lr: 5.772e-01, eta: 2 days, 5:14:15, time: 1.337, data_time: 0.007, memory: 8470, top1_acc: 0.2923, top5_acc: 0.5397, loss_cls: 3.3027, loss: 3.3027, grad_norm: 0.9134 2020-08-17 08:26:16,943 - mmaction - INFO - Epoch [33][440/627] lr: 5.772e-01, eta: 2 days, 5:13:57, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.2862, top5_acc: 0.5444, loss_cls: 3.2920, loss: 3.2920, grad_norm: 0.9180 2020-08-17 08:26:43,844 - mmaction - INFO - Epoch [33][460/627] lr: 5.772e-01, eta: 2 days, 5:13:26, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.2819, top5_acc: 0.5339, loss_cls: 3.3339, loss: 3.3339, grad_norm: 0.9331 2020-08-17 08:27:10,589 - mmaction - INFO - Epoch [33][480/627] lr: 5.772e-01, eta: 2 days, 5:12:55, time: 1.338, data_time: 0.004, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5388, loss_cls: 3.2749, loss: 3.2749, grad_norm: 0.9110 2020-08-17 08:27:37,646 - mmaction - INFO - Epoch [33][500/627] lr: 5.772e-01, eta: 2 days, 5:12:25, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.2944, top5_acc: 0.5435, loss_cls: 3.2918, loss: 3.2918, grad_norm: 0.9113 2020-08-17 08:28:04,943 - mmaction - INFO - Epoch [33][520/627] lr: 5.772e-01, eta: 2 days, 5:11:57, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.2848, top5_acc: 0.5350, loss_cls: 3.3418, loss: 3.3418, grad_norm: 0.9195 2020-08-17 08:28:33,178 - mmaction - INFO - Epoch [33][540/627] lr: 5.772e-01, eta: 2 days, 5:11:35, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5352, loss_cls: 3.3236, loss: 3.3236, grad_norm: 0.9143 2020-08-17 08:28:59,669 - mmaction - INFO - Epoch [33][560/627] lr: 5.772e-01, eta: 2 days, 5:11:02, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.2801, top5_acc: 0.5348, loss_cls: 3.3246, loss: 3.3246, grad_norm: 0.9072 2020-08-17 08:29:26,828 - mmaction - INFO - Epoch [33][580/627] lr: 5.772e-01, eta: 2 days, 5:10:33, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5488, loss_cls: 3.2818, loss: 3.2818, grad_norm: 0.8974 2020-08-17 08:29:55,100 - mmaction - INFO - Epoch [33][600/627] lr: 5.772e-01, eta: 2 days, 5:10:12, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.2826, top5_acc: 0.5342, loss_cls: 3.3423, loss: 3.3423, grad_norm: 0.9367 2020-08-17 08:30:21,140 - mmaction - INFO - Epoch [33][620/627] lr: 5.772e-01, eta: 2 days, 5:09:36, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.2815, top5_acc: 0.5289, loss_cls: 3.3324, loss: 3.3324, grad_norm: 0.9098 2020-08-17 08:31:02,300 - mmaction - INFO - Epoch [34][20/627] lr: 5.757e-01, eta: 2 days, 5:08:31, time: 1.639, data_time: 0.415, memory: 8470, top1_acc: 0.2824, top5_acc: 0.5311, loss_cls: 3.3415, loss: 3.3415, grad_norm: 0.9197 2020-08-17 08:31:26,655 - mmaction - INFO - Epoch [34][40/627] lr: 5.757e-01, eta: 2 days, 5:07:43, time: 1.219, data_time: 0.005, memory: 8470, top1_acc: 0.2951, top5_acc: 0.5543, loss_cls: 3.2262, loss: 3.2262, grad_norm: 0.9125 2020-08-17 08:31:54,927 - mmaction - INFO - Epoch [34][60/627] lr: 5.757e-01, eta: 2 days, 5:07:22, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.2999, top5_acc: 0.5417, loss_cls: 3.2765, loss: 3.2765, grad_norm: 0.9153 2020-08-17 08:32:21,355 - mmaction - INFO - Epoch [34][80/627] lr: 5.757e-01, eta: 2 days, 5:06:48, time: 1.322, data_time: 0.004, memory: 8470, top1_acc: 0.2951, top5_acc: 0.5401, loss_cls: 3.3042, loss: 3.3042, grad_norm: 0.9278 2020-08-17 08:32:46,335 - mmaction - INFO - Epoch [34][100/627] lr: 5.757e-01, eta: 2 days, 5:06:05, time: 1.248, data_time: 0.005, memory: 8470, top1_acc: 0.2927, top5_acc: 0.5410, loss_cls: 3.3169, loss: 3.3169, grad_norm: 0.9164 2020-08-17 08:33:11,673 - mmaction - INFO - Epoch [34][120/627] lr: 5.757e-01, eta: 2 days, 5:05:24, time: 1.268, data_time: 0.005, memory: 8470, top1_acc: 0.2923, top5_acc: 0.5368, loss_cls: 3.3108, loss: 3.3108, grad_norm: 0.9168 2020-08-17 08:33:39,912 - mmaction - INFO - Epoch [34][140/627] lr: 5.757e-01, eta: 2 days, 5:05:02, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.2970, top5_acc: 0.5437, loss_cls: 3.2640, loss: 3.2640, grad_norm: 0.9166 2020-08-17 08:34:07,198 - mmaction - INFO - Epoch [34][160/627] lr: 5.757e-01, eta: 2 days, 5:04:35, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5422, loss_cls: 3.2918, loss: 3.2918, grad_norm: 0.9310 2020-08-17 08:34:34,267 - mmaction - INFO - Epoch [34][180/627] lr: 5.757e-01, eta: 2 days, 5:04:05, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5445, loss_cls: 3.2949, loss: 3.2949, grad_norm: 0.9217 2020-08-17 08:35:01,616 - mmaction - INFO - Epoch [34][200/627] lr: 5.757e-01, eta: 2 days, 5:03:37, time: 1.365, data_time: 0.002, memory: 8470, top1_acc: 0.2930, top5_acc: 0.5454, loss_cls: 3.2854, loss: 3.2854, grad_norm: 0.9052 2020-08-17 08:35:28,753 - mmaction - INFO - Epoch [34][220/627] lr: 5.757e-01, eta: 2 days, 5:03:09, time: 1.357, data_time: 0.008, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5431, loss_cls: 3.2965, loss: 3.2965, grad_norm: 0.9230 2020-08-17 08:35:57,566 - mmaction - INFO - Epoch [34][240/627] lr: 5.757e-01, eta: 2 days, 5:02:51, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5366, loss_cls: 3.3054, loss: 3.3054, grad_norm: 0.9269 2020-08-17 08:36:23,294 - mmaction - INFO - Epoch [34][260/627] lr: 5.757e-01, eta: 2 days, 5:02:12, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.2943, top5_acc: 0.5470, loss_cls: 3.2784, loss: 3.2784, grad_norm: 0.9041 2020-08-17 08:36:48,470 - mmaction - INFO - Epoch [34][280/627] lr: 5.757e-01, eta: 2 days, 5:01:31, time: 1.261, data_time: 0.007, memory: 8470, top1_acc: 0.2844, top5_acc: 0.5299, loss_cls: 3.3389, loss: 3.3389, grad_norm: 0.9108 2020-08-17 08:37:14,038 - mmaction - INFO - Epoch [34][300/627] lr: 5.757e-01, eta: 2 days, 5:00:52, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.2857, top5_acc: 0.5400, loss_cls: 3.3052, loss: 3.3052, grad_norm: 0.9241 2020-08-17 08:37:40,273 - mmaction - INFO - Epoch [34][320/627] lr: 5.757e-01, eta: 2 days, 5:00:17, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5470, loss_cls: 3.2884, loss: 3.2884, grad_norm: 0.8984 2020-08-17 08:38:06,281 - mmaction - INFO - Epoch [34][340/627] lr: 5.757e-01, eta: 2 days, 4:59:41, time: 1.303, data_time: 0.005, memory: 8470, top1_acc: 0.2779, top5_acc: 0.5298, loss_cls: 3.3415, loss: 3.3415, grad_norm: 0.9196 2020-08-17 08:38:32,302 - mmaction - INFO - Epoch [34][360/627] lr: 5.757e-01, eta: 2 days, 4:59:04, time: 1.299, data_time: 0.004, memory: 8470, top1_acc: 0.2885, top5_acc: 0.5410, loss_cls: 3.2847, loss: 3.2847, grad_norm: 0.9267 2020-08-17 08:39:00,320 - mmaction - INFO - Epoch [34][380/627] lr: 5.757e-01, eta: 2 days, 4:58:42, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.2878, top5_acc: 0.5404, loss_cls: 3.3068, loss: 3.3068, grad_norm: 0.9134 2020-08-17 08:39:27,403 - mmaction - INFO - Epoch [34][400/627] lr: 5.757e-01, eta: 2 days, 4:58:12, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.2824, top5_acc: 0.5323, loss_cls: 3.3368, loss: 3.3368, grad_norm: 0.9066 2020-08-17 08:39:53,368 - mmaction - INFO - Epoch [34][420/627] lr: 5.757e-01, eta: 2 days, 4:57:35, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.2896, top5_acc: 0.5337, loss_cls: 3.3028, loss: 3.3028, grad_norm: 0.9083 2020-08-17 08:40:21,278 - mmaction - INFO - Epoch [34][440/627] lr: 5.757e-01, eta: 2 days, 4:57:12, time: 1.399, data_time: 0.007, memory: 8470, top1_acc: 0.2900, top5_acc: 0.5415, loss_cls: 3.3102, loss: 3.3102, grad_norm: 0.9043 2020-08-17 08:40:49,224 - mmaction - INFO - Epoch [34][460/627] lr: 5.757e-01, eta: 2 days, 4:56:48, time: 1.395, data_time: 0.004, memory: 8470, top1_acc: 0.2878, top5_acc: 0.5392, loss_cls: 3.3103, loss: 3.3103, grad_norm: 0.9013 2020-08-17 08:41:14,601 - mmaction - INFO - Epoch [34][480/627] lr: 5.757e-01, eta: 2 days, 4:56:08, time: 1.271, data_time: 0.005, memory: 8470, top1_acc: 0.2904, top5_acc: 0.5406, loss_cls: 3.3118, loss: 3.3118, grad_norm: 0.9068 2020-08-17 08:41:42,890 - mmaction - INFO - Epoch [34][500/627] lr: 5.757e-01, eta: 2 days, 4:55:47, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.2917, top5_acc: 0.5414, loss_cls: 3.3146, loss: 3.3146, grad_norm: 0.9158 2020-08-17 08:42:09,915 - mmaction - INFO - Epoch [34][520/627] lr: 5.757e-01, eta: 2 days, 4:55:18, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.2852, top5_acc: 0.5353, loss_cls: 3.3305, loss: 3.3305, grad_norm: 0.9263 2020-08-17 08:42:38,134 - mmaction - INFO - Epoch [34][540/627] lr: 5.757e-01, eta: 2 days, 4:54:56, time: 1.409, data_time: 0.002, memory: 8470, top1_acc: 0.2849, top5_acc: 0.5292, loss_cls: 3.3526, loss: 3.3526, grad_norm: 0.9111 2020-08-17 08:43:05,199 - mmaction - INFO - Epoch [34][560/627] lr: 5.757e-01, eta: 2 days, 4:54:27, time: 1.355, data_time: 0.003, memory: 8470, top1_acc: 0.2900, top5_acc: 0.5375, loss_cls: 3.2972, loss: 3.2972, grad_norm: 0.9354 2020-08-17 08:43:32,957 - mmaction - INFO - Epoch [34][580/627] lr: 5.757e-01, eta: 2 days, 4:54:02, time: 1.386, data_time: 0.004, memory: 8470, top1_acc: 0.2831, top5_acc: 0.5368, loss_cls: 3.3032, loss: 3.3032, grad_norm: 0.9368 2020-08-17 08:44:00,403 - mmaction - INFO - Epoch [34][600/627] lr: 5.757e-01, eta: 2 days, 4:53:35, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.2764, top5_acc: 0.5228, loss_cls: 3.3793, loss: 3.3793, grad_norm: 0.9051 2020-08-17 08:44:27,196 - mmaction - INFO - Epoch [34][620/627] lr: 5.757e-01, eta: 2 days, 4:53:04, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.2827, top5_acc: 0.5354, loss_cls: 3.3127, loss: 3.3127, grad_norm: 0.9070 2020-08-17 08:45:06,716 - mmaction - INFO - Epoch [35][20/627] lr: 5.743e-01, eta: 2 days, 4:51:51, time: 1.567, data_time: 0.377, memory: 8470, top1_acc: 0.2767, top5_acc: 0.5230, loss_cls: 3.3653, loss: 3.3653, grad_norm: 0.9072 2020-08-17 08:45:33,368 - mmaction - INFO - Epoch [35][40/627] lr: 5.743e-01, eta: 2 days, 4:51:19, time: 1.331, data_time: 0.002, memory: 8470, top1_acc: 0.2828, top5_acc: 0.5342, loss_cls: 3.3323, loss: 3.3323, grad_norm: 0.9117 2020-08-17 08:45:59,492 - mmaction - INFO - Epoch [35][60/627] lr: 5.743e-01, eta: 2 days, 4:50:43, time: 1.305, data_time: 0.007, memory: 8470, top1_acc: 0.2865, top5_acc: 0.5410, loss_cls: 3.3087, loss: 3.3087, grad_norm: 0.9096 2020-08-17 08:46:26,403 - mmaction - INFO - Epoch [35][80/627] lr: 5.743e-01, eta: 2 days, 4:50:13, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.2882, top5_acc: 0.5414, loss_cls: 3.2877, loss: 3.2877, grad_norm: 0.9222 2020-08-17 08:46:52,482 - mmaction - INFO - Epoch [35][100/627] lr: 5.743e-01, eta: 2 days, 4:49:37, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.2908, top5_acc: 0.5469, loss_cls: 3.2883, loss: 3.2883, grad_norm: 0.9060 2020-08-17 08:47:19,401 - mmaction - INFO - Epoch [35][120/627] lr: 5.743e-01, eta: 2 days, 4:49:08, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5357, loss_cls: 3.3208, loss: 3.3208, grad_norm: 0.9015 2020-08-17 08:47:45,835 - mmaction - INFO - Epoch [35][140/627] lr: 5.743e-01, eta: 2 days, 4:48:34, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.2915, top5_acc: 0.5424, loss_cls: 3.2662, loss: 3.2662, grad_norm: 0.9194 2020-08-17 08:48:12,623 - mmaction - INFO - Epoch [35][160/627] lr: 5.743e-01, eta: 2 days, 4:48:03, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.2896, top5_acc: 0.5391, loss_cls: 3.2991, loss: 3.2991, grad_norm: 0.9356 2020-08-17 08:48:40,165 - mmaction - INFO - Epoch [35][180/627] lr: 5.743e-01, eta: 2 days, 4:47:37, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.2923, top5_acc: 0.5436, loss_cls: 3.3133, loss: 3.3133, grad_norm: 0.9114 2020-08-17 08:49:06,738 - mmaction - INFO - Epoch [35][200/627] lr: 5.743e-01, eta: 2 days, 4:47:05, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.2852, top5_acc: 0.5352, loss_cls: 3.3179, loss: 3.3179, grad_norm: 0.9250 2020-08-17 08:49:33,283 - mmaction - INFO - Epoch [35][220/627] lr: 5.743e-01, eta: 2 days, 4:46:32, time: 1.325, data_time: 0.004, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5378, loss_cls: 3.2965, loss: 3.2965, grad_norm: 0.9123 2020-08-17 08:50:00,778 - mmaction - INFO - Epoch [35][240/627] lr: 5.743e-01, eta: 2 days, 4:46:06, time: 1.375, data_time: 0.006, memory: 8470, top1_acc: 0.2884, top5_acc: 0.5428, loss_cls: 3.2853, loss: 3.2853, grad_norm: 0.9062 2020-08-17 08:50:28,004 - mmaction - INFO - Epoch [35][260/627] lr: 5.743e-01, eta: 2 days, 4:45:38, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.2898, top5_acc: 0.5267, loss_cls: 3.3178, loss: 3.3178, grad_norm: 0.9299 2020-08-17 08:50:54,664 - mmaction - INFO - Epoch [35][280/627] lr: 5.743e-01, eta: 2 days, 4:45:06, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5426, loss_cls: 3.3107, loss: 3.3107, grad_norm: 0.9028 2020-08-17 08:51:22,997 - mmaction - INFO - Epoch [35][300/627] lr: 5.743e-01, eta: 2 days, 4:44:45, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5469, loss_cls: 3.2751, loss: 3.2751, grad_norm: 0.9095 2020-08-17 08:51:48,386 - mmaction - INFO - Epoch [35][320/627] lr: 5.743e-01, eta: 2 days, 4:44:05, time: 1.269, data_time: 0.006, memory: 8470, top1_acc: 0.3022, top5_acc: 0.5430, loss_cls: 3.2869, loss: 3.2869, grad_norm: 0.9177 2020-08-17 08:52:14,166 - mmaction - INFO - Epoch [35][340/627] lr: 5.743e-01, eta: 2 days, 4:43:28, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.3075, loss: 3.3075, grad_norm: 0.9294 2020-08-17 08:52:40,755 - mmaction - INFO - Epoch [35][360/627] lr: 5.743e-01, eta: 2 days, 4:42:56, time: 1.329, data_time: 0.002, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5434, loss_cls: 3.2984, loss: 3.2984, grad_norm: 0.9068 2020-08-17 08:53:08,985 - mmaction - INFO - Epoch [35][380/627] lr: 5.743e-01, eta: 2 days, 4:42:34, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.2883, top5_acc: 0.5289, loss_cls: 3.3322, loss: 3.3322, grad_norm: 0.9130 2020-08-17 08:53:34,206 - mmaction - INFO - Epoch [35][400/627] lr: 5.743e-01, eta: 2 days, 4:41:53, time: 1.264, data_time: 0.006, memory: 8470, top1_acc: 0.2947, top5_acc: 0.5359, loss_cls: 3.3010, loss: 3.3010, grad_norm: 0.9323 2020-08-17 08:54:01,766 - mmaction - INFO - Epoch [35][420/627] lr: 5.743e-01, eta: 2 days, 4:41:27, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.2813, top5_acc: 0.5368, loss_cls: 3.3151, loss: 3.3151, grad_norm: 0.9169 2020-08-17 08:54:28,422 - mmaction - INFO - Epoch [35][440/627] lr: 5.743e-01, eta: 2 days, 4:40:56, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.2924, top5_acc: 0.5452, loss_cls: 3.2682, loss: 3.2682, grad_norm: 0.9284 2020-08-17 08:54:53,876 - mmaction - INFO - Epoch [35][460/627] lr: 5.743e-01, eta: 2 days, 4:40:16, time: 1.273, data_time: 0.005, memory: 8470, top1_acc: 0.2943, top5_acc: 0.5395, loss_cls: 3.2944, loss: 3.2944, grad_norm: 0.9425 2020-08-17 08:55:22,160 - mmaction - INFO - Epoch [35][480/627] lr: 5.743e-01, eta: 2 days, 4:39:55, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.2876, top5_acc: 0.5353, loss_cls: 3.3038, loss: 3.3038, grad_norm: 0.9267 2020-08-17 08:55:49,812 - mmaction - INFO - Epoch [35][500/627] lr: 5.743e-01, eta: 2 days, 4:39:29, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.2871, top5_acc: 0.5401, loss_cls: 3.3218, loss: 3.3218, grad_norm: 0.9101 2020-08-17 08:56:16,807 - mmaction - INFO - Epoch [35][520/627] lr: 5.743e-01, eta: 2 days, 4:39:00, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.2913, top5_acc: 0.5404, loss_cls: 3.3107, loss: 3.3107, grad_norm: 0.9401 2020-08-17 08:56:44,304 - mmaction - INFO - Epoch [35][540/627] lr: 5.743e-01, eta: 2 days, 4:38:34, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.2941, top5_acc: 0.5484, loss_cls: 3.2552, loss: 3.2552, grad_norm: 0.9110 2020-08-17 08:57:11,798 - mmaction - INFO - Epoch [35][560/627] lr: 5.743e-01, eta: 2 days, 4:38:08, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.2990, top5_acc: 0.5427, loss_cls: 3.2841, loss: 3.2841, grad_norm: 0.9152 2020-08-17 08:57:38,448 - mmaction - INFO - Epoch [35][580/627] lr: 5.743e-01, eta: 2 days, 4:37:36, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.2824, top5_acc: 0.5289, loss_cls: 3.3449, loss: 3.3449, grad_norm: 0.9258 2020-08-17 08:58:05,014 - mmaction - INFO - Epoch [35][600/627] lr: 5.743e-01, eta: 2 days, 4:37:04, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5456, loss_cls: 3.2717, loss: 3.2717, grad_norm: 0.9191 2020-08-17 08:58:31,764 - mmaction - INFO - Epoch [35][620/627] lr: 5.743e-01, eta: 2 days, 4:36:33, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.2828, top5_acc: 0.5427, loss_cls: 3.2851, loss: 3.2851, grad_norm: 0.9222 2020-08-17 08:59:11,003 - mmaction - INFO - Epoch [36][20/627] lr: 5.728e-01, eta: 2 days, 4:35:16, time: 1.530, data_time: 0.384, memory: 8470, top1_acc: 0.2846, top5_acc: 0.5358, loss_cls: 3.3122, loss: 3.3122, grad_norm: 0.9159 2020-08-17 08:59:37,991 - mmaction - INFO - Epoch [36][40/627] lr: 5.728e-01, eta: 2 days, 4:34:47, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5516, loss_cls: 3.2179, loss: 3.2179, grad_norm: 0.9215 2020-08-17 09:00:08,026 - mmaction - INFO - Epoch [36][60/627] lr: 5.728e-01, eta: 2 days, 4:34:36, time: 1.495, data_time: 0.006, memory: 8470, top1_acc: 0.2991, top5_acc: 0.5500, loss_cls: 3.2371, loss: 3.2371, grad_norm: 0.9084 2020-08-17 09:00:35,204 - mmaction - INFO - Epoch [36][80/627] lr: 5.728e-01, eta: 2 days, 4:34:08, time: 1.366, data_time: 0.012, memory: 8470, top1_acc: 0.2970, top5_acc: 0.5480, loss_cls: 3.2397, loss: 3.2397, grad_norm: 0.9391 2020-08-17 09:01:00,412 - mmaction - INFO - Epoch [36][100/627] lr: 5.728e-01, eta: 2 days, 4:33:27, time: 1.261, data_time: 0.006, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5467, loss_cls: 3.2671, loss: 3.2671, grad_norm: 0.9207 2020-08-17 09:01:28,657 - mmaction - INFO - Epoch [36][120/627] lr: 5.728e-01, eta: 2 days, 4:33:06, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5382, loss_cls: 3.2983, loss: 3.2983, grad_norm: 0.9225 2020-08-17 09:01:55,244 - mmaction - INFO - Epoch [36][140/627] lr: 5.728e-01, eta: 2 days, 4:32:34, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.3040, top5_acc: 0.5542, loss_cls: 3.2226, loss: 3.2226, grad_norm: 0.9218 2020-08-17 09:02:22,368 - mmaction - INFO - Epoch [36][160/627] lr: 5.728e-01, eta: 2 days, 4:32:05, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5358, loss_cls: 3.2981, loss: 3.2981, grad_norm: 0.9214 2020-08-17 09:02:49,473 - mmaction - INFO - Epoch [36][180/627] lr: 5.728e-01, eta: 2 days, 4:31:37, time: 1.356, data_time: 0.003, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5471, loss_cls: 3.2643, loss: 3.2643, grad_norm: 0.9111 2020-08-17 09:03:17,244 - mmaction - INFO - Epoch [36][200/627] lr: 5.728e-01, eta: 2 days, 4:31:12, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.2870, top5_acc: 0.5341, loss_cls: 3.2934, loss: 3.2934, grad_norm: 0.9455 2020-08-17 09:03:43,697 - mmaction - INFO - Epoch [36][220/627] lr: 5.728e-01, eta: 2 days, 4:30:39, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.2889, top5_acc: 0.5302, loss_cls: 3.3242, loss: 3.3242, grad_norm: 0.9280 2020-08-17 09:04:11,599 - mmaction - INFO - Epoch [36][240/627] lr: 5.728e-01, eta: 2 days, 4:30:15, time: 1.393, data_time: 0.004, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5382, loss_cls: 3.3049, loss: 3.3049, grad_norm: 0.9216 2020-08-17 09:04:37,162 - mmaction - INFO - Epoch [36][260/627] lr: 5.728e-01, eta: 2 days, 4:29:37, time: 1.279, data_time: 0.005, memory: 8470, top1_acc: 0.2854, top5_acc: 0.5380, loss_cls: 3.3157, loss: 3.3157, grad_norm: 0.9378 2020-08-17 09:05:04,158 - mmaction - INFO - Epoch [36][280/627] lr: 5.728e-01, eta: 2 days, 4:29:07, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.2874, top5_acc: 0.5384, loss_cls: 3.3198, loss: 3.3198, grad_norm: 0.9126 2020-08-17 09:05:31,506 - mmaction - INFO - Epoch [36][300/627] lr: 5.728e-01, eta: 2 days, 4:28:41, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.2960, top5_acc: 0.5431, loss_cls: 3.3040, loss: 3.3040, grad_norm: 0.9013 2020-08-17 09:06:00,325 - mmaction - INFO - Epoch [36][320/627] lr: 5.728e-01, eta: 2 days, 4:28:22, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.2888, top5_acc: 0.5371, loss_cls: 3.2864, loss: 3.2864, grad_norm: 0.9300 2020-08-17 09:06:26,356 - mmaction - INFO - Epoch [36][340/627] lr: 5.728e-01, eta: 2 days, 4:27:47, time: 1.303, data_time: 0.004, memory: 8470, top1_acc: 0.2966, top5_acc: 0.5465, loss_cls: 3.2911, loss: 3.2911, grad_norm: 0.9149 2020-08-17 09:06:54,010 - mmaction - INFO - Epoch [36][360/627] lr: 5.728e-01, eta: 2 days, 4:27:21, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.2862, top5_acc: 0.5372, loss_cls: 3.3213, loss: 3.3213, grad_norm: 0.9097 2020-08-17 09:07:19,180 - mmaction - INFO - Epoch [36][380/627] lr: 5.728e-01, eta: 2 days, 4:26:41, time: 1.261, data_time: 0.005, memory: 8470, top1_acc: 0.2900, top5_acc: 0.5430, loss_cls: 3.3053, loss: 3.3053, grad_norm: 0.9082 2020-08-17 09:07:46,588 - mmaction - INFO - Epoch [36][400/627] lr: 5.728e-01, eta: 2 days, 4:26:14, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.2923, top5_acc: 0.5354, loss_cls: 3.3128, loss: 3.3128, grad_norm: 0.9143 2020-08-17 09:08:15,098 - mmaction - INFO - Epoch [36][420/627] lr: 5.728e-01, eta: 2 days, 4:25:54, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5435, loss_cls: 3.2992, loss: 3.2992, grad_norm: 0.9115 2020-08-17 09:08:42,315 - mmaction - INFO - Epoch [36][440/627] lr: 5.728e-01, eta: 2 days, 4:25:26, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.2922, top5_acc: 0.5435, loss_cls: 3.2685, loss: 3.2685, grad_norm: 0.9284 2020-08-17 09:09:08,189 - mmaction - INFO - Epoch [36][460/627] lr: 5.728e-01, eta: 2 days, 4:24:49, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5518, loss_cls: 3.2638, loss: 3.2638, grad_norm: 0.9090 2020-08-17 09:09:36,231 - mmaction - INFO - Epoch [36][480/627] lr: 5.728e-01, eta: 2 days, 4:24:27, time: 1.406, data_time: 0.007, memory: 8470, top1_acc: 0.2992, top5_acc: 0.5474, loss_cls: 3.2686, loss: 3.2686, grad_norm: 0.9344 2020-08-17 09:10:03,243 - mmaction - INFO - Epoch [36][500/627] lr: 5.728e-01, eta: 2 days, 4:23:58, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.2884, top5_acc: 0.5350, loss_cls: 3.2974, loss: 3.2974, grad_norm: 0.9108 2020-08-17 09:10:30,938 - mmaction - INFO - Epoch [36][520/627] lr: 5.728e-01, eta: 2 days, 4:23:33, time: 1.385, data_time: 0.003, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5379, loss_cls: 3.3315, loss: 3.3315, grad_norm: 0.9278 2020-08-17 09:10:57,383 - mmaction - INFO - Epoch [36][540/627] lr: 5.728e-01, eta: 2 days, 4:23:00, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.2885, top5_acc: 0.5406, loss_cls: 3.3196, loss: 3.3196, grad_norm: 0.9033 2020-08-17 09:11:25,149 - mmaction - INFO - Epoch [36][560/627] lr: 5.728e-01, eta: 2 days, 4:22:35, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.2939, top5_acc: 0.5383, loss_cls: 3.3048, loss: 3.3048, grad_norm: 0.9203 2020-08-17 09:11:52,313 - mmaction - INFO - Epoch [36][580/627] lr: 5.728e-01, eta: 2 days, 4:22:07, time: 1.358, data_time: 0.002, memory: 8470, top1_acc: 0.2846, top5_acc: 0.5315, loss_cls: 3.3531, loss: 3.3531, grad_norm: 0.9199 2020-08-17 09:12:20,899 - mmaction - INFO - Epoch [36][600/627] lr: 5.728e-01, eta: 2 days, 4:21:47, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.2901, top5_acc: 0.5457, loss_cls: 3.2830, loss: 3.2830, grad_norm: 0.9169 2020-08-17 09:12:47,110 - mmaction - INFO - Epoch [36][620/627] lr: 5.728e-01, eta: 2 days, 4:21:13, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5359, loss_cls: 3.3248, loss: 3.3248, grad_norm: 0.9223 2020-08-17 09:12:56,318 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-17 09:13:30,200 - mmaction - INFO - Epoch [37][20/627] lr: 5.712e-01, eta: 2 days, 4:20:08, time: 1.615, data_time: 0.495, memory: 8470, top1_acc: 0.2876, top5_acc: 0.5332, loss_cls: 3.3243, loss: 3.3243, grad_norm: 0.9202 2020-08-17 09:13:54,485 - mmaction - INFO - Epoch [37][40/627] lr: 5.712e-01, eta: 2 days, 4:19:23, time: 1.217, data_time: 0.007, memory: 8470, top1_acc: 0.2941, top5_acc: 0.5410, loss_cls: 3.3050, loss: 3.3050, grad_norm: 0.9165 2020-08-17 09:14:20,749 - mmaction - INFO - Epoch [37][60/627] lr: 5.712e-01, eta: 2 days, 4:18:49, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.2979, top5_acc: 0.5477, loss_cls: 3.2662, loss: 3.2662, grad_norm: 0.9233 2020-08-17 09:14:47,435 - mmaction - INFO - Epoch [37][80/627] lr: 5.712e-01, eta: 2 days, 4:18:18, time: 1.333, data_time: 0.004, memory: 8470, top1_acc: 0.2932, top5_acc: 0.5470, loss_cls: 3.2622, loss: 3.2622, grad_norm: 0.9179 2020-08-17 09:15:15,267 - mmaction - INFO - Epoch [37][100/627] lr: 5.712e-01, eta: 2 days, 4:17:54, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5393, loss_cls: 3.3084, loss: 3.3084, grad_norm: 0.9293 2020-08-17 09:15:40,422 - mmaction - INFO - Epoch [37][120/627] lr: 5.712e-01, eta: 2 days, 4:17:13, time: 1.258, data_time: 0.003, memory: 8470, top1_acc: 0.3003, top5_acc: 0.5507, loss_cls: 3.2473, loss: 3.2473, grad_norm: 0.9395 2020-08-17 09:16:08,560 - mmaction - INFO - Epoch [37][140/627] lr: 5.712e-01, eta: 2 days, 4:16:51, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.2823, top5_acc: 0.5383, loss_cls: 3.3316, loss: 3.3316, grad_norm: 0.9142 2020-08-17 09:16:35,562 - mmaction - INFO - Epoch [37][160/627] lr: 5.712e-01, eta: 2 days, 4:16:22, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.2957, top5_acc: 0.5464, loss_cls: 3.2984, loss: 3.2984, grad_norm: 0.9286 2020-08-17 09:17:01,616 - mmaction - INFO - Epoch [37][180/627] lr: 5.712e-01, eta: 2 days, 4:15:47, time: 1.303, data_time: 0.004, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5441, loss_cls: 3.2858, loss: 3.2858, grad_norm: 0.9180 2020-08-17 09:17:27,583 - mmaction - INFO - Epoch [37][200/627] lr: 5.712e-01, eta: 2 days, 4:15:11, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.3010, top5_acc: 0.5547, loss_cls: 3.2446, loss: 3.2446, grad_norm: 0.9296 2020-08-17 09:17:54,057 - mmaction - INFO - Epoch [37][220/627] lr: 5.712e-01, eta: 2 days, 4:14:39, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.2889, top5_acc: 0.5363, loss_cls: 3.3147, loss: 3.3147, grad_norm: 0.9331 2020-08-17 09:18:20,525 - mmaction - INFO - Epoch [37][240/627] lr: 5.712e-01, eta: 2 days, 4:14:07, time: 1.322, data_time: 0.004, memory: 8470, top1_acc: 0.2913, top5_acc: 0.5315, loss_cls: 3.3413, loss: 3.3413, grad_norm: 0.9187 2020-08-17 09:18:47,346 - mmaction - INFO - Epoch [37][260/627] lr: 5.712e-01, eta: 2 days, 4:13:36, time: 1.342, data_time: 0.003, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5520, loss_cls: 3.2538, loss: 3.2538, grad_norm: 0.9065 2020-08-17 09:19:13,922 - mmaction - INFO - Epoch [37][280/627] lr: 5.712e-01, eta: 2 days, 4:13:04, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5409, loss_cls: 3.2663, loss: 3.2663, grad_norm: 0.9083 2020-08-17 09:19:40,311 - mmaction - INFO - Epoch [37][300/627] lr: 5.712e-01, eta: 2 days, 4:12:32, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5447, loss_cls: 3.2858, loss: 3.2858, grad_norm: 0.9176 2020-08-17 09:20:06,625 - mmaction - INFO - Epoch [37][320/627] lr: 5.712e-01, eta: 2 days, 4:11:58, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.2958, top5_acc: 0.5512, loss_cls: 3.2381, loss: 3.2381, grad_norm: 0.9095 2020-08-17 09:20:32,486 - mmaction - INFO - Epoch [37][340/627] lr: 5.712e-01, eta: 2 days, 4:11:22, time: 1.293, data_time: 0.002, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5430, loss_cls: 3.2508, loss: 3.2508, grad_norm: 0.9179 2020-08-17 09:20:58,191 - mmaction - INFO - Epoch [37][360/627] lr: 5.712e-01, eta: 2 days, 4:10:45, time: 1.284, data_time: 0.005, memory: 8470, top1_acc: 0.2874, top5_acc: 0.5312, loss_cls: 3.3290, loss: 3.3290, grad_norm: 0.9138 2020-08-17 09:21:24,689 - mmaction - INFO - Epoch [37][380/627] lr: 5.712e-01, eta: 2 days, 4:10:13, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.2971, top5_acc: 0.5495, loss_cls: 3.2778, loss: 3.2778, grad_norm: 0.9238 2020-08-17 09:21:50,990 - mmaction - INFO - Epoch [37][400/627] lr: 5.712e-01, eta: 2 days, 4:09:40, time: 1.315, data_time: 0.002, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5379, loss_cls: 3.2762, loss: 3.2762, grad_norm: 0.9047 2020-08-17 09:22:17,329 - mmaction - INFO - Epoch [37][420/627] lr: 5.712e-01, eta: 2 days, 4:09:07, time: 1.315, data_time: 0.002, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5527, loss_cls: 3.2261, loss: 3.2261, grad_norm: 0.9187 2020-08-17 09:22:42,853 - mmaction - INFO - Epoch [37][440/627] lr: 5.712e-01, eta: 2 days, 4:08:29, time: 1.278, data_time: 0.005, memory: 8470, top1_acc: 0.2820, top5_acc: 0.5384, loss_cls: 3.3293, loss: 3.3293, grad_norm: 0.9341 2020-08-17 09:23:11,074 - mmaction - INFO - Epoch [37][460/627] lr: 5.712e-01, eta: 2 days, 4:08:07, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.2896, top5_acc: 0.5362, loss_cls: 3.3199, loss: 3.3199, grad_norm: 0.9325 2020-08-17 09:23:37,881 - mmaction - INFO - Epoch [37][480/627] lr: 5.712e-01, eta: 2 days, 4:07:37, time: 1.340, data_time: 0.002, memory: 8470, top1_acc: 0.2822, top5_acc: 0.5329, loss_cls: 3.3273, loss: 3.3273, grad_norm: 0.9296 2020-08-17 09:24:06,301 - mmaction - INFO - Epoch [37][500/627] lr: 5.712e-01, eta: 2 days, 4:07:16, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.2827, top5_acc: 0.5385, loss_cls: 3.3057, loss: 3.3057, grad_norm: 0.9097 2020-08-17 09:24:33,450 - mmaction - INFO - Epoch [37][520/627] lr: 5.712e-01, eta: 2 days, 4:06:48, time: 1.358, data_time: 0.004, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5553, loss_cls: 3.2495, loss: 3.2495, grad_norm: 0.9198 2020-08-17 09:24:59,639 - mmaction - INFO - Epoch [37][540/627] lr: 5.712e-01, eta: 2 days, 4:06:14, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.2883, top5_acc: 0.5285, loss_cls: 3.3553, loss: 3.3553, grad_norm: 0.9142 2020-08-17 09:25:25,888 - mmaction - INFO - Epoch [37][560/627] lr: 5.712e-01, eta: 2 days, 4:05:40, time: 1.309, data_time: 0.006, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5378, loss_cls: 3.3154, loss: 3.3154, grad_norm: 0.9193 2020-08-17 09:25:51,917 - mmaction - INFO - Epoch [37][580/627] lr: 5.712e-01, eta: 2 days, 4:05:06, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5413, loss_cls: 3.2961, loss: 3.2961, grad_norm: 0.9181 2020-08-17 09:26:20,296 - mmaction - INFO - Epoch [37][600/627] lr: 5.712e-01, eta: 2 days, 4:04:44, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.2858, top5_acc: 0.5441, loss_cls: 3.2820, loss: 3.2820, grad_norm: 0.9183 2020-08-17 09:26:46,272 - mmaction - INFO - Epoch [37][620/627] lr: 5.712e-01, eta: 2 days, 4:04:10, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.2901, top5_acc: 0.5323, loss_cls: 3.3388, loss: 3.3388, grad_norm: 0.9268 2020-08-17 09:27:25,487 - mmaction - INFO - Epoch [38][20/627] lr: 5.696e-01, eta: 2 days, 4:02:56, time: 1.531, data_time: 0.407, memory: 8470, top1_acc: 0.2893, top5_acc: 0.5423, loss_cls: 3.2755, loss: 3.2755, grad_norm: 0.9269 2020-08-17 09:27:51,920 - mmaction - INFO - Epoch [38][40/627] lr: 5.696e-01, eta: 2 days, 4:02:24, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.3030, top5_acc: 0.5564, loss_cls: 3.2092, loss: 3.2092, grad_norm: 0.9340 2020-08-17 09:28:20,018 - mmaction - INFO - Epoch [38][60/627] lr: 5.696e-01, eta: 2 days, 4:02:01, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.3004, top5_acc: 0.5440, loss_cls: 3.2638, loss: 3.2638, grad_norm: 0.9300 2020-08-17 09:28:46,093 - mmaction - INFO - Epoch [38][80/627] lr: 5.696e-01, eta: 2 days, 4:01:27, time: 1.304, data_time: 0.002, memory: 8470, top1_acc: 0.2924, top5_acc: 0.5423, loss_cls: 3.2735, loss: 3.2735, grad_norm: 0.9348 2020-08-17 09:29:13,070 - mmaction - INFO - Epoch [38][100/627] lr: 5.696e-01, eta: 2 days, 4:00:57, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5590, loss_cls: 3.2268, loss: 3.2268, grad_norm: 0.9265 2020-08-17 09:29:38,967 - mmaction - INFO - Epoch [38][120/627] lr: 5.696e-01, eta: 2 days, 4:00:22, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5447, loss_cls: 3.2522, loss: 3.2522, grad_norm: 0.9307 2020-08-17 09:30:06,979 - mmaction - INFO - Epoch [38][140/627] lr: 5.696e-01, eta: 2 days, 3:59:59, time: 1.399, data_time: 0.004, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5552, loss_cls: 3.2365, loss: 3.2365, grad_norm: 0.9062 2020-08-17 09:30:32,736 - mmaction - INFO - Epoch [38][160/627] lr: 5.696e-01, eta: 2 days, 3:59:23, time: 1.289, data_time: 0.003, memory: 8470, top1_acc: 0.2947, top5_acc: 0.5378, loss_cls: 3.3038, loss: 3.3038, grad_norm: 0.9446 2020-08-17 09:31:00,187 - mmaction - INFO - Epoch [38][180/627] lr: 5.696e-01, eta: 2 days, 3:58:56, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5402, loss_cls: 3.2763, loss: 3.2763, grad_norm: 0.9287 2020-08-17 09:31:26,743 - mmaction - INFO - Epoch [38][200/627] lr: 5.696e-01, eta: 2 days, 3:58:25, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5379, loss_cls: 3.3006, loss: 3.3006, grad_norm: 0.9382 2020-08-17 09:31:52,995 - mmaction - INFO - Epoch [38][220/627] lr: 5.696e-01, eta: 2 days, 3:57:51, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.2901, top5_acc: 0.5374, loss_cls: 3.3177, loss: 3.3177, grad_norm: 0.9188 2020-08-17 09:32:22,271 - mmaction - INFO - Epoch [38][240/627] lr: 5.696e-01, eta: 2 days, 3:57:35, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.2917, top5_acc: 0.5396, loss_cls: 3.2981, loss: 3.2981, grad_norm: 0.9062 2020-08-17 09:32:48,411 - mmaction - INFO - Epoch [38][260/627] lr: 5.696e-01, eta: 2 days, 3:57:01, time: 1.310, data_time: 0.007, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5358, loss_cls: 3.3061, loss: 3.3061, grad_norm: 0.9302 2020-08-17 09:33:15,414 - mmaction - INFO - Epoch [38][280/627] lr: 5.696e-01, eta: 2 days, 3:56:32, time: 1.351, data_time: 0.003, memory: 8470, top1_acc: 0.2879, top5_acc: 0.5371, loss_cls: 3.2842, loss: 3.2842, grad_norm: 0.9157 2020-08-17 09:33:42,549 - mmaction - INFO - Epoch [38][300/627] lr: 5.696e-01, eta: 2 days, 3:56:04, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2822, top5_acc: 0.5372, loss_cls: 3.3106, loss: 3.3106, grad_norm: 0.9157 2020-08-17 09:34:10,714 - mmaction - INFO - Epoch [38][320/627] lr: 5.696e-01, eta: 2 days, 3:55:42, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.2895, top5_acc: 0.5352, loss_cls: 3.3147, loss: 3.3147, grad_norm: 0.9198 2020-08-17 09:34:37,719 - mmaction - INFO - Epoch [38][340/627] lr: 5.696e-01, eta: 2 days, 3:55:13, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5466, loss_cls: 3.2652, loss: 3.2652, grad_norm: 0.9240 2020-08-17 09:35:02,929 - mmaction - INFO - Epoch [38][360/627] lr: 5.696e-01, eta: 2 days, 3:54:34, time: 1.260, data_time: 0.005, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5335, loss_cls: 3.3191, loss: 3.3191, grad_norm: 0.9345 2020-08-17 09:35:30,674 - mmaction - INFO - Epoch [38][380/627] lr: 5.696e-01, eta: 2 days, 3:54:09, time: 1.387, data_time: 0.002, memory: 8470, top1_acc: 0.2833, top5_acc: 0.5400, loss_cls: 3.2933, loss: 3.2933, grad_norm: 0.9356 2020-08-17 09:35:56,519 - mmaction - INFO - Epoch [38][400/627] lr: 5.696e-01, eta: 2 days, 3:53:33, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5350, loss_cls: 3.3091, loss: 3.3091, grad_norm: 0.9259 2020-08-17 09:36:23,834 - mmaction - INFO - Epoch [38][420/627] lr: 5.696e-01, eta: 2 days, 3:53:06, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.2944, top5_acc: 0.5462, loss_cls: 3.2814, loss: 3.2814, grad_norm: 0.9219 2020-08-17 09:36:52,583 - mmaction - INFO - Epoch [38][440/627] lr: 5.696e-01, eta: 2 days, 3:52:47, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5539, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9203 2020-08-17 09:37:18,128 - mmaction - INFO - Epoch [38][460/627] lr: 5.696e-01, eta: 2 days, 3:52:10, time: 1.277, data_time: 0.006, memory: 8470, top1_acc: 0.2910, top5_acc: 0.5486, loss_cls: 3.2839, loss: 3.2839, grad_norm: 0.9440 2020-08-17 09:37:43,703 - mmaction - INFO - Epoch [38][480/627] lr: 5.696e-01, eta: 2 days, 3:51:33, time: 1.276, data_time: 0.006, memory: 8470, top1_acc: 0.2915, top5_acc: 0.5315, loss_cls: 3.3165, loss: 3.3165, grad_norm: 0.9212 2020-08-17 09:38:10,037 - mmaction - INFO - Epoch [38][500/627] lr: 5.696e-01, eta: 2 days, 3:51:00, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.2940, top5_acc: 0.5467, loss_cls: 3.3023, loss: 3.3023, grad_norm: 0.9362 2020-08-17 09:38:36,765 - mmaction - INFO - Epoch [38][520/627] lr: 5.696e-01, eta: 2 days, 3:50:29, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.2902, top5_acc: 0.5415, loss_cls: 3.2978, loss: 3.2978, grad_norm: 0.9390 2020-08-17 09:39:03,172 - mmaction - INFO - Epoch [38][540/627] lr: 5.696e-01, eta: 2 days, 3:49:57, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.3068, top5_acc: 0.5445, loss_cls: 3.2744, loss: 3.2744, grad_norm: 0.9101 2020-08-17 09:39:29,279 - mmaction - INFO - Epoch [38][560/627] lr: 5.696e-01, eta: 2 days, 3:49:23, time: 1.305, data_time: 0.004, memory: 8470, top1_acc: 0.2986, top5_acc: 0.5428, loss_cls: 3.2806, loss: 3.2806, grad_norm: 0.9202 2020-08-17 09:39:55,540 - mmaction - INFO - Epoch [38][580/627] lr: 5.696e-01, eta: 2 days, 3:48:50, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.2902, top5_acc: 0.5410, loss_cls: 3.3034, loss: 3.3034, grad_norm: 0.9106 2020-08-17 09:40:22,319 - mmaction - INFO - Epoch [38][600/627] lr: 5.696e-01, eta: 2 days, 3:48:20, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5443, loss_cls: 3.2712, loss: 3.2712, grad_norm: 0.9178 2020-08-17 09:40:50,337 - mmaction - INFO - Epoch [38][620/627] lr: 5.696e-01, eta: 2 days, 3:47:56, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.2965, top5_acc: 0.5421, loss_cls: 3.2897, loss: 3.2897, grad_norm: 0.9201 2020-08-17 09:41:30,054 - mmaction - INFO - Epoch [39][20/627] lr: 5.680e-01, eta: 2 days, 3:46:47, time: 1.556, data_time: 0.411, memory: 8470, top1_acc: 0.2870, top5_acc: 0.5339, loss_cls: 3.3333, loss: 3.3333, grad_norm: 0.9140 2020-08-17 09:41:55,882 - mmaction - INFO - Epoch [39][40/627] lr: 5.680e-01, eta: 2 days, 3:46:11, time: 1.293, data_time: 0.007, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5518, loss_cls: 3.2452, loss: 3.2452, grad_norm: 0.9165 2020-08-17 09:42:22,542 - mmaction - INFO - Epoch [39][60/627] lr: 5.680e-01, eta: 2 days, 3:45:41, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.2967, top5_acc: 0.5438, loss_cls: 3.2723, loss: 3.2723, grad_norm: 0.9120 2020-08-17 09:42:48,086 - mmaction - INFO - Epoch [39][80/627] lr: 5.680e-01, eta: 2 days, 3:45:03, time: 1.276, data_time: 0.008, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5437, loss_cls: 3.2532, loss: 3.2532, grad_norm: 0.9314 2020-08-17 09:43:14,143 - mmaction - INFO - Epoch [39][100/627] lr: 5.680e-01, eta: 2 days, 3:44:29, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.2997, top5_acc: 0.5462, loss_cls: 3.2852, loss: 3.2852, grad_norm: 0.9418 2020-08-17 09:43:41,144 - mmaction - INFO - Epoch [39][120/627] lr: 5.680e-01, eta: 2 days, 3:44:00, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5512, loss_cls: 3.2450, loss: 3.2450, grad_norm: 0.9335 2020-08-17 09:44:08,204 - mmaction - INFO - Epoch [39][140/627] lr: 5.680e-01, eta: 2 days, 3:43:32, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.3005, top5_acc: 0.5458, loss_cls: 3.2838, loss: 3.2838, grad_norm: 0.9206 2020-08-17 09:44:36,335 - mmaction - INFO - Epoch [39][160/627] lr: 5.680e-01, eta: 2 days, 3:43:09, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5363, loss_cls: 3.2965, loss: 3.2965, grad_norm: 0.9290 2020-08-17 09:45:01,795 - mmaction - INFO - Epoch [39][180/627] lr: 5.680e-01, eta: 2 days, 3:42:31, time: 1.270, data_time: 0.006, memory: 8470, top1_acc: 0.2887, top5_acc: 0.5477, loss_cls: 3.2747, loss: 3.2747, grad_norm: 0.9200 2020-08-17 09:45:27,941 - mmaction - INFO - Epoch [39][200/627] lr: 5.680e-01, eta: 2 days, 3:41:58, time: 1.313, data_time: 0.010, memory: 8470, top1_acc: 0.2926, top5_acc: 0.5382, loss_cls: 3.3133, loss: 3.3133, grad_norm: 0.9241 2020-08-17 09:45:54,716 - mmaction - INFO - Epoch [39][220/627] lr: 5.680e-01, eta: 2 days, 3:41:28, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.2868, top5_acc: 0.5393, loss_cls: 3.3003, loss: 3.3003, grad_norm: 0.9303 2020-08-17 09:46:22,143 - mmaction - INFO - Epoch [39][240/627] lr: 5.680e-01, eta: 2 days, 3:41:02, time: 1.370, data_time: 0.001, memory: 8470, top1_acc: 0.2938, top5_acc: 0.5482, loss_cls: 3.2630, loss: 3.2630, grad_norm: 0.9103 2020-08-17 09:46:49,169 - mmaction - INFO - Epoch [39][260/627] lr: 5.680e-01, eta: 2 days, 3:40:33, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5396, loss_cls: 3.2977, loss: 3.2977, grad_norm: 0.9393 2020-08-17 09:47:15,011 - mmaction - INFO - Epoch [39][280/627] lr: 5.680e-01, eta: 2 days, 3:39:58, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.2958, top5_acc: 0.5452, loss_cls: 3.2599, loss: 3.2599, grad_norm: 0.9342 2020-08-17 09:47:40,824 - mmaction - INFO - Epoch [39][300/627] lr: 5.680e-01, eta: 2 days, 3:39:22, time: 1.292, data_time: 0.005, memory: 8470, top1_acc: 0.2872, top5_acc: 0.5418, loss_cls: 3.2966, loss: 3.2966, grad_norm: 0.9454 2020-08-17 09:48:07,324 - mmaction - INFO - Epoch [39][320/627] lr: 5.680e-01, eta: 2 days, 3:38:50, time: 1.322, data_time: 0.004, memory: 8470, top1_acc: 0.2956, top5_acc: 0.5408, loss_cls: 3.2849, loss: 3.2849, grad_norm: 0.9069 2020-08-17 09:48:33,092 - mmaction - INFO - Epoch [39][340/627] lr: 5.680e-01, eta: 2 days, 3:38:15, time: 1.289, data_time: 0.006, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5466, loss_cls: 3.2363, loss: 3.2363, grad_norm: 0.9157 2020-08-17 09:49:00,165 - mmaction - INFO - Epoch [39][360/627] lr: 5.680e-01, eta: 2 days, 3:37:46, time: 1.353, data_time: 0.007, memory: 8470, top1_acc: 0.2917, top5_acc: 0.5358, loss_cls: 3.3176, loss: 3.3176, grad_norm: 0.9099 2020-08-17 09:49:27,216 - mmaction - INFO - Epoch [39][380/627] lr: 5.680e-01, eta: 2 days, 3:37:18, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5436, loss_cls: 3.2730, loss: 3.2730, grad_norm: 0.9156 2020-08-17 09:49:53,107 - mmaction - INFO - Epoch [39][400/627] lr: 5.680e-01, eta: 2 days, 3:36:43, time: 1.293, data_time: 0.006, memory: 8470, top1_acc: 0.2956, top5_acc: 0.5466, loss_cls: 3.2540, loss: 3.2540, grad_norm: 0.9569 2020-08-17 09:50:18,952 - mmaction - INFO - Epoch [39][420/627] lr: 5.680e-01, eta: 2 days, 3:36:08, time: 1.292, data_time: 0.007, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5453, loss_cls: 3.2926, loss: 3.2926, grad_norm: 0.9303 2020-08-17 09:50:45,760 - mmaction - INFO - Epoch [39][440/627] lr: 5.680e-01, eta: 2 days, 3:35:38, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.2965, top5_acc: 0.5470, loss_cls: 3.2608, loss: 3.2608, grad_norm: 0.9360 2020-08-17 09:51:12,796 - mmaction - INFO - Epoch [39][460/627] lr: 5.680e-01, eta: 2 days, 3:35:09, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5526, loss_cls: 3.2216, loss: 3.2216, grad_norm: 0.9370 2020-08-17 09:51:38,865 - mmaction - INFO - Epoch [39][480/627] lr: 5.680e-01, eta: 2 days, 3:34:35, time: 1.306, data_time: 0.006, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5542, loss_cls: 3.2375, loss: 3.2375, grad_norm: 0.9314 2020-08-17 09:52:06,190 - mmaction - INFO - Epoch [39][500/627] lr: 5.680e-01, eta: 2 days, 3:34:08, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.2902, top5_acc: 0.5448, loss_cls: 3.2832, loss: 3.2832, grad_norm: 0.9381 2020-08-17 09:52:32,980 - mmaction - INFO - Epoch [39][520/627] lr: 5.680e-01, eta: 2 days, 3:33:38, time: 1.337, data_time: 0.007, memory: 8470, top1_acc: 0.2901, top5_acc: 0.5406, loss_cls: 3.2976, loss: 3.2976, grad_norm: 0.9247 2020-08-17 09:53:00,631 - mmaction - INFO - Epoch [39][540/627] lr: 5.680e-01, eta: 2 days, 3:33:13, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.2838, loss: 3.2838, grad_norm: 0.9285 2020-08-17 09:53:27,080 - mmaction - INFO - Epoch [39][560/627] lr: 5.680e-01, eta: 2 days, 3:32:42, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.2898, top5_acc: 0.5355, loss_cls: 3.3042, loss: 3.3042, grad_norm: 0.9248 2020-08-17 09:53:53,849 - mmaction - INFO - Epoch [39][580/627] lr: 5.680e-01, eta: 2 days, 3:32:11, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5421, loss_cls: 3.2706, loss: 3.2706, grad_norm: 0.9225 2020-08-17 09:54:20,007 - mmaction - INFO - Epoch [39][600/627] lr: 5.680e-01, eta: 2 days, 3:31:38, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.2940, top5_acc: 0.5383, loss_cls: 3.2914, loss: 3.2914, grad_norm: 0.9158 2020-08-17 09:54:46,519 - mmaction - INFO - Epoch [39][620/627] lr: 5.680e-01, eta: 2 days, 3:31:07, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.2951, top5_acc: 0.5474, loss_cls: 3.2578, loss: 3.2578, grad_norm: 0.9221 2020-08-17 09:55:26,667 - mmaction - INFO - Epoch [40][20/627] lr: 5.663e-01, eta: 2 days, 3:30:03, time: 1.595, data_time: 0.406, memory: 8470, top1_acc: 0.2944, top5_acc: 0.5460, loss_cls: 3.2646, loss: 3.2646, grad_norm: 0.9382 2020-08-17 09:55:52,284 - mmaction - INFO - Epoch [40][40/627] lr: 5.663e-01, eta: 2 days, 3:29:26, time: 1.283, data_time: 0.006, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5448, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9136 2020-08-17 09:56:17,765 - mmaction - INFO - Epoch [40][60/627] lr: 5.663e-01, eta: 2 days, 3:28:49, time: 1.272, data_time: 0.006, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5555, loss_cls: 3.2063, loss: 3.2063, grad_norm: 0.9242 2020-08-17 09:56:44,565 - mmaction - INFO - Epoch [40][80/627] lr: 5.663e-01, eta: 2 days, 3:28:20, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.2904, top5_acc: 0.5452, loss_cls: 3.2771, loss: 3.2771, grad_norm: 0.9388 2020-08-17 09:57:12,301 - mmaction - INFO - Epoch [40][100/627] lr: 5.663e-01, eta: 2 days, 3:27:55, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5531, loss_cls: 3.2390, loss: 3.2390, grad_norm: 0.9370 2020-08-17 09:57:38,367 - mmaction - INFO - Epoch [40][120/627] lr: 5.663e-01, eta: 2 days, 3:27:21, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.2924, top5_acc: 0.5440, loss_cls: 3.2654, loss: 3.2654, grad_norm: 0.9292 2020-08-17 09:58:04,282 - mmaction - INFO - Epoch [40][140/627] lr: 5.663e-01, eta: 2 days, 3:26:46, time: 1.297, data_time: 0.006, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5521, loss_cls: 3.2422, loss: 3.2422, grad_norm: 0.9239 2020-08-17 09:58:31,214 - mmaction - INFO - Epoch [40][160/627] lr: 5.663e-01, eta: 2 days, 3:26:17, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.2980, top5_acc: 0.5423, loss_cls: 3.2828, loss: 3.2828, grad_norm: 0.9426 2020-08-17 09:58:57,091 - mmaction - INFO - Epoch [40][180/627] lr: 5.663e-01, eta: 2 days, 3:25:42, time: 1.293, data_time: 0.004, memory: 8470, top1_acc: 0.2952, top5_acc: 0.5392, loss_cls: 3.2748, loss: 3.2748, grad_norm: 0.9359 2020-08-17 09:59:23,192 - mmaction - INFO - Epoch [40][200/627] lr: 5.663e-01, eta: 2 days, 3:25:09, time: 1.306, data_time: 0.006, memory: 8470, top1_acc: 0.2885, top5_acc: 0.5404, loss_cls: 3.3041, loss: 3.3041, grad_norm: 0.9304 2020-08-17 09:59:50,012 - mmaction - INFO - Epoch [40][220/627] lr: 5.663e-01, eta: 2 days, 3:24:39, time: 1.341, data_time: 0.002, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5454, loss_cls: 3.3073, loss: 3.3073, grad_norm: 0.9185 2020-08-17 10:00:17,666 - mmaction - INFO - Epoch [40][240/627] lr: 5.663e-01, eta: 2 days, 3:24:14, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5510, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9067 2020-08-17 10:00:44,600 - mmaction - INFO - Epoch [40][260/627] lr: 5.663e-01, eta: 2 days, 3:23:45, time: 1.350, data_time: 0.011, memory: 8470, top1_acc: 0.2909, top5_acc: 0.5362, loss_cls: 3.2929, loss: 3.2929, grad_norm: 0.9345 2020-08-17 10:01:10,886 - mmaction - INFO - Epoch [40][280/627] lr: 5.663e-01, eta: 2 days, 3:23:13, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.2855, top5_acc: 0.5371, loss_cls: 3.3094, loss: 3.3094, grad_norm: 0.9428 2020-08-17 10:01:39,329 - mmaction - INFO - Epoch [40][300/627] lr: 5.663e-01, eta: 2 days, 3:22:52, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.2913, top5_acc: 0.5352, loss_cls: 3.3163, loss: 3.3163, grad_norm: 0.9177 2020-08-17 10:02:06,243 - mmaction - INFO - Epoch [40][320/627] lr: 5.663e-01, eta: 2 days, 3:22:23, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.2914, top5_acc: 0.5454, loss_cls: 3.2637, loss: 3.2637, grad_norm: 0.9270 2020-08-17 10:02:32,382 - mmaction - INFO - Epoch [40][340/627] lr: 5.663e-01, eta: 2 days, 3:21:50, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5353, loss_cls: 3.3048, loss: 3.3048, grad_norm: 0.9241 2020-08-17 10:02:57,797 - mmaction - INFO - Epoch [40][360/627] lr: 5.663e-01, eta: 2 days, 3:21:12, time: 1.270, data_time: 0.005, memory: 8470, top1_acc: 0.2941, top5_acc: 0.5448, loss_cls: 3.2848, loss: 3.2848, grad_norm: 0.9234 2020-08-17 10:04:47,401 - mmaction - INFO - Epoch [40][380/627] lr: 5.663e-01, eta: 2 days, 3:20:49, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.2915, top5_acc: 0.5443, loss_cls: 3.2782, loss: 3.2782, grad_norm: 0.9297 2020-08-17 10:05:06,796 - mmaction - INFO - Epoch [40][400/627] lr: 5.663e-01, eta: 2 days, 3:27:04, time: 5.044, data_time: 4.088, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5475, loss_cls: 3.2649, loss: 3.2649, grad_norm: 0.9274 2020-08-17 10:05:26,344 - mmaction - INFO - Epoch [40][420/627] lr: 5.663e-01, eta: 2 days, 3:25:55, time: 0.983, data_time: 0.008, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5435, loss_cls: 3.2895, loss: 3.2895, grad_norm: 0.9342 2020-08-17 10:05:48,797 - mmaction - INFO - Epoch [40][440/627] lr: 5.663e-01, eta: 2 days, 3:25:01, time: 1.121, data_time: 0.004, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5430, loss_cls: 3.2777, loss: 3.2777, grad_norm: 0.9183 2020-08-17 10:06:15,198 - mmaction - INFO - Epoch [40][460/627] lr: 5.663e-01, eta: 2 days, 3:24:29, time: 1.320, data_time: 0.008, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5424, loss_cls: 3.2511, loss: 3.2511, grad_norm: 0.9337 2020-08-17 10:06:42,152 - mmaction - INFO - Epoch [40][480/627] lr: 5.663e-01, eta: 2 days, 3:24:00, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.2986, top5_acc: 0.5371, loss_cls: 3.2969, loss: 3.2969, grad_norm: 0.9153 2020-08-17 10:07:07,664 - mmaction - INFO - Epoch [40][500/627] lr: 5.663e-01, eta: 2 days, 3:23:23, time: 1.275, data_time: 0.008, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5508, loss_cls: 3.2345, loss: 3.2345, grad_norm: 0.9129 2020-08-17 10:07:34,288 - mmaction - INFO - Epoch [40][520/627] lr: 5.663e-01, eta: 2 days, 3:22:52, time: 1.333, data_time: 0.007, memory: 8470, top1_acc: 0.2997, top5_acc: 0.5527, loss_cls: 3.2586, loss: 3.2586, grad_norm: 0.9294 2020-08-17 10:08:01,902 - mmaction - INFO - Epoch [40][540/627] lr: 5.663e-01, eta: 2 days, 3:22:26, time: 1.379, data_time: 0.007, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5411, loss_cls: 3.2957, loss: 3.2957, grad_norm: 0.9421 2020-08-17 10:08:28,464 - mmaction - INFO - Epoch [40][560/627] lr: 5.663e-01, eta: 2 days, 3:21:55, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.2913, top5_acc: 0.5354, loss_cls: 3.3089, loss: 3.3089, grad_norm: 0.9196 2020-08-17 10:08:57,240 - mmaction - INFO - Epoch [40][580/627] lr: 5.663e-01, eta: 2 days, 3:21:36, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.2866, top5_acc: 0.5303, loss_cls: 3.3288, loss: 3.3288, grad_norm: 0.9355 2020-08-17 10:09:23,643 - mmaction - INFO - Epoch [40][600/627] lr: 5.663e-01, eta: 2 days, 3:21:04, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.2966, top5_acc: 0.5461, loss_cls: 3.2881, loss: 3.2881, grad_norm: 0.9202 2020-08-17 10:09:50,651 - mmaction - INFO - Epoch [40][620/627] lr: 5.663e-01, eta: 2 days, 3:20:35, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5461, loss_cls: 3.2863, loss: 3.2863, grad_norm: 0.9340 2020-08-17 10:09:59,068 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-17 10:10:33,878 - mmaction - INFO - Epoch [41][20/627] lr: 5.646e-01, eta: 2 days, 3:19:39, time: 1.664, data_time: 0.484, memory: 8470, top1_acc: 0.3012, top5_acc: 0.5421, loss_cls: 3.2952, loss: 3.2952, grad_norm: 0.9268 2020-08-17 10:11:00,687 - mmaction - INFO - Epoch [41][40/627] lr: 5.646e-01, eta: 2 days, 3:19:09, time: 1.340, data_time: 0.003, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5512, loss_cls: 3.2629, loss: 3.2629, grad_norm: 0.9180 2020-08-17 10:11:26,543 - mmaction - INFO - Epoch [41][60/627] lr: 5.646e-01, eta: 2 days, 3:18:34, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.2924, top5_acc: 0.5525, loss_cls: 3.2566, loss: 3.2566, grad_norm: 0.9318 2020-08-17 10:11:52,719 - mmaction - INFO - Epoch [41][80/627] lr: 5.646e-01, eta: 2 days, 3:18:01, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5533, loss_cls: 3.2539, loss: 3.2539, grad_norm: 0.9492 2020-08-17 10:12:19,780 - mmaction - INFO - Epoch [41][100/627] lr: 5.646e-01, eta: 2 days, 3:17:32, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5406, loss_cls: 3.3068, loss: 3.3068, grad_norm: 0.9364 2020-08-17 10:12:47,903 - mmaction - INFO - Epoch [41][120/627] lr: 5.646e-01, eta: 2 days, 3:17:09, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5534, loss_cls: 3.2252, loss: 3.2252, grad_norm: 0.9390 2020-08-17 10:13:14,328 - mmaction - INFO - Epoch [41][140/627] lr: 5.646e-01, eta: 2 days, 3:16:38, time: 1.321, data_time: 0.002, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5564, loss_cls: 3.2410, loss: 3.2410, grad_norm: 0.9356 2020-08-17 10:13:41,465 - mmaction - INFO - Epoch [41][160/627] lr: 5.646e-01, eta: 2 days, 3:16:09, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5444, loss_cls: 3.2731, loss: 3.2731, grad_norm: 0.9252 2020-08-17 10:14:10,060 - mmaction - INFO - Epoch [41][180/627] lr: 5.646e-01, eta: 2 days, 3:15:49, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5492, loss_cls: 3.2623, loss: 3.2623, grad_norm: 0.9296 2020-08-17 10:14:35,932 - mmaction - INFO - Epoch [41][200/627] lr: 5.646e-01, eta: 2 days, 3:15:14, time: 1.292, data_time: 0.006, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5430, loss_cls: 3.2746, loss: 3.2746, grad_norm: 0.9355 2020-08-17 10:15:02,962 - mmaction - INFO - Epoch [41][220/627] lr: 5.646e-01, eta: 2 days, 3:14:45, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.2528, loss: 3.2528, grad_norm: 0.9300 2020-08-17 10:15:29,659 - mmaction - INFO - Epoch [41][240/627] lr: 5.646e-01, eta: 2 days, 3:14:15, time: 1.336, data_time: 0.003, memory: 8470, top1_acc: 0.2953, top5_acc: 0.5543, loss_cls: 3.2663, loss: 3.2663, grad_norm: 0.9254 2020-08-17 10:15:59,088 - mmaction - INFO - Epoch [41][260/627] lr: 5.646e-01, eta: 2 days, 3:13:59, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3022, top5_acc: 0.5503, loss_cls: 3.2459, loss: 3.2459, grad_norm: 0.9296 2020-08-17 10:16:26,612 - mmaction - INFO - Epoch [41][280/627] lr: 5.646e-01, eta: 2 days, 3:13:33, time: 1.377, data_time: 0.007, memory: 8470, top1_acc: 0.2953, top5_acc: 0.5460, loss_cls: 3.2847, loss: 3.2847, grad_norm: 0.9456 2020-08-17 10:16:52,292 - mmaction - INFO - Epoch [41][300/627] lr: 5.646e-01, eta: 2 days, 3:12:57, time: 1.284, data_time: 0.002, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5500, loss_cls: 3.2444, loss: 3.2444, grad_norm: 0.9239 2020-08-17 10:17:18,850 - mmaction - INFO - Epoch [41][320/627] lr: 5.646e-01, eta: 2 days, 3:12:26, time: 1.325, data_time: 0.004, memory: 8470, top1_acc: 0.2905, top5_acc: 0.5315, loss_cls: 3.3114, loss: 3.3114, grad_norm: 0.9320 2020-08-17 10:17:46,255 - mmaction - INFO - Epoch [41][340/627] lr: 5.646e-01, eta: 2 days, 3:11:59, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.2930, top5_acc: 0.5443, loss_cls: 3.2722, loss: 3.2722, grad_norm: 0.9389 2020-08-17 10:18:13,074 - mmaction - INFO - Epoch [41][360/627] lr: 5.646e-01, eta: 2 days, 3:11:30, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.2979, top5_acc: 0.5436, loss_cls: 3.2692, loss: 3.2692, grad_norm: 0.9299 2020-08-17 10:18:40,245 - mmaction - INFO - Epoch [41][380/627] lr: 5.646e-01, eta: 2 days, 3:11:02, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.2971, top5_acc: 0.5490, loss_cls: 3.2363, loss: 3.2363, grad_norm: 0.9164 2020-08-17 10:19:06,689 - mmaction - INFO - Epoch [41][400/627] lr: 5.646e-01, eta: 2 days, 3:10:30, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5549, loss_cls: 3.2070, loss: 3.2070, grad_norm: 0.9362 2020-08-17 10:19:34,269 - mmaction - INFO - Epoch [41][420/627] lr: 5.646e-01, eta: 2 days, 3:10:04, time: 1.377, data_time: 0.007, memory: 8470, top1_acc: 0.2947, top5_acc: 0.5378, loss_cls: 3.3245, loss: 3.3245, grad_norm: 0.9346 2020-08-17 10:20:01,788 - mmaction - INFO - Epoch [41][440/627] lr: 5.646e-01, eta: 2 days, 3:09:38, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.2939, top5_acc: 0.5523, loss_cls: 3.2537, loss: 3.2537, grad_norm: 0.9326 2020-08-17 10:20:28,534 - mmaction - INFO - Epoch [41][460/627] lr: 5.646e-01, eta: 2 days, 3:09:08, time: 1.337, data_time: 0.004, memory: 8470, top1_acc: 0.2967, top5_acc: 0.5602, loss_cls: 3.2255, loss: 3.2255, grad_norm: 0.9311 2020-08-17 10:20:55,821 - mmaction - INFO - Epoch [41][480/627] lr: 5.646e-01, eta: 2 days, 3:08:41, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.3010, top5_acc: 0.5443, loss_cls: 3.2697, loss: 3.2697, grad_norm: 0.9305 2020-08-17 10:21:21,280 - mmaction - INFO - Epoch [41][500/627] lr: 5.646e-01, eta: 2 days, 3:08:04, time: 1.275, data_time: 0.005, memory: 8470, top1_acc: 0.2958, top5_acc: 0.5460, loss_cls: 3.2605, loss: 3.2605, grad_norm: 0.9397 2020-08-17 10:21:48,312 - mmaction - INFO - Epoch [41][520/627] lr: 5.646e-01, eta: 2 days, 3:07:35, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5526, loss_cls: 3.2461, loss: 3.2461, grad_norm: 0.9591 2020-08-17 10:22:13,644 - mmaction - INFO - Epoch [41][540/627] lr: 5.646e-01, eta: 2 days, 3:06:58, time: 1.270, data_time: 0.007, memory: 8470, top1_acc: 0.2836, top5_acc: 0.5370, loss_cls: 3.2948, loss: 3.2948, grad_norm: 0.9341 2020-08-17 10:22:41,729 - mmaction - INFO - Epoch [41][560/627] lr: 5.646e-01, eta: 2 days, 3:06:34, time: 1.402, data_time: 0.007, memory: 8470, top1_acc: 0.2911, top5_acc: 0.5387, loss_cls: 3.3246, loss: 3.3246, grad_norm: 0.9192 2020-08-17 10:23:07,293 - mmaction - INFO - Epoch [41][580/627] lr: 5.646e-01, eta: 2 days, 3:05:58, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.2966, top5_acc: 0.5396, loss_cls: 3.2977, loss: 3.2977, grad_norm: 0.9377 2020-08-17 10:23:36,888 - mmaction - INFO - Epoch [41][600/627] lr: 5.646e-01, eta: 2 days, 3:05:43, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.3020, top5_acc: 0.5523, loss_cls: 3.2399, loss: 3.2399, grad_norm: 0.9158 2020-08-17 10:24:02,447 - mmaction - INFO - Epoch [41][620/627] lr: 5.646e-01, eta: 2 days, 3:05:07, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.3030, top5_acc: 0.5478, loss_cls: 3.2502, loss: 3.2502, grad_norm: 0.9250 2020-08-17 10:24:42,063 - mmaction - INFO - Epoch [42][20/627] lr: 5.628e-01, eta: 2 days, 3:04:02, time: 1.573, data_time: 0.419, memory: 8470, top1_acc: 0.2918, top5_acc: 0.5471, loss_cls: 3.2723, loss: 3.2723, grad_norm: 0.9460 2020-08-17 10:25:08,416 - mmaction - INFO - Epoch [42][40/627] lr: 5.628e-01, eta: 2 days, 3:03:29, time: 1.315, data_time: 0.003, memory: 8470, top1_acc: 0.3035, top5_acc: 0.5547, loss_cls: 3.2257, loss: 3.2257, grad_norm: 0.9247 2020-08-17 10:25:33,252 - mmaction - INFO - Epoch [42][60/627] lr: 5.628e-01, eta: 2 days, 3:02:50, time: 1.245, data_time: 0.007, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5504, loss_cls: 3.2677, loss: 3.2677, grad_norm: 0.9262 2020-08-17 10:26:00,697 - mmaction - INFO - Epoch [42][80/627] lr: 5.628e-01, eta: 2 days, 3:02:23, time: 1.370, data_time: 0.006, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5557, loss_cls: 3.2362, loss: 3.2362, grad_norm: 0.9400 2020-08-17 10:26:27,565 - mmaction - INFO - Epoch [42][100/627] lr: 5.628e-01, eta: 2 days, 3:01:54, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.2975, top5_acc: 0.5380, loss_cls: 3.2893, loss: 3.2893, grad_norm: 0.9445 2020-08-17 10:26:54,759 - mmaction - INFO - Epoch [42][120/627] lr: 5.628e-01, eta: 2 days, 3:01:26, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5530, loss_cls: 3.2524, loss: 3.2524, grad_norm: 0.9257 2020-08-17 10:27:21,628 - mmaction - INFO - Epoch [42][140/627] lr: 5.628e-01, eta: 2 days, 3:00:57, time: 1.344, data_time: 0.003, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5507, loss_cls: 3.2814, loss: 3.2814, grad_norm: 0.9424 2020-08-17 10:27:50,283 - mmaction - INFO - Epoch [42][160/627] lr: 5.628e-01, eta: 2 days, 3:00:37, time: 1.434, data_time: 0.003, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5486, loss_cls: 3.2621, loss: 3.2621, grad_norm: 0.9350 2020-08-17 10:28:16,430 - mmaction - INFO - Epoch [42][180/627] lr: 5.628e-01, eta: 2 days, 3:00:04, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.2909, top5_acc: 0.5423, loss_cls: 3.2885, loss: 3.2885, grad_norm: 0.9183 2020-08-17 10:28:43,175 - mmaction - INFO - Epoch [42][200/627] lr: 5.628e-01, eta: 2 days, 2:59:34, time: 1.338, data_time: 0.004, memory: 8470, top1_acc: 0.3010, top5_acc: 0.5440, loss_cls: 3.2852, loss: 3.2852, grad_norm: 0.9290 2020-08-17 10:29:08,856 - mmaction - INFO - Epoch [42][220/627] lr: 5.628e-01, eta: 2 days, 2:58:58, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5464, loss_cls: 3.2655, loss: 3.2655, grad_norm: 0.9216 2020-08-17 10:29:35,034 - mmaction - INFO - Epoch [42][240/627] lr: 5.628e-01, eta: 2 days, 2:58:25, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5543, loss_cls: 3.2475, loss: 3.2475, grad_norm: 0.9317 2020-08-17 10:30:04,307 - mmaction - INFO - Epoch [42][260/627] lr: 5.628e-01, eta: 2 days, 2:58:08, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.2970, top5_acc: 0.5419, loss_cls: 3.2726, loss: 3.2726, grad_norm: 0.9288 2020-08-17 10:30:31,436 - mmaction - INFO - Epoch [42][280/627] lr: 5.628e-01, eta: 2 days, 2:57:40, time: 1.354, data_time: 0.002, memory: 8470, top1_acc: 0.2902, top5_acc: 0.5402, loss_cls: 3.3034, loss: 3.3034, grad_norm: 0.9420 2020-08-17 10:30:57,269 - mmaction - INFO - Epoch [42][300/627] lr: 5.628e-01, eta: 2 days, 2:57:05, time: 1.294, data_time: 0.006, memory: 8470, top1_acc: 0.2939, top5_acc: 0.5388, loss_cls: 3.2874, loss: 3.2874, grad_norm: 0.9108 2020-08-17 10:31:23,421 - mmaction - INFO - Epoch [42][320/627] lr: 5.628e-01, eta: 2 days, 2:56:32, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.2974, top5_acc: 0.5492, loss_cls: 3.2461, loss: 3.2461, grad_norm: 0.9292 2020-08-17 10:31:51,262 - mmaction - INFO - Epoch [42][340/627] lr: 5.628e-01, eta: 2 days, 2:56:08, time: 1.392, data_time: 0.004, memory: 8470, top1_acc: 0.2853, top5_acc: 0.5427, loss_cls: 3.3053, loss: 3.3053, grad_norm: 0.9228 2020-08-17 10:32:17,840 - mmaction - INFO - Epoch [42][360/627] lr: 5.628e-01, eta: 2 days, 2:55:37, time: 1.329, data_time: 0.002, memory: 8470, top1_acc: 0.3020, top5_acc: 0.5509, loss_cls: 3.2587, loss: 3.2587, grad_norm: 0.9341 2020-08-17 10:32:45,574 - mmaction - INFO - Epoch [42][380/627] lr: 5.628e-01, eta: 2 days, 2:55:12, time: 1.387, data_time: 0.003, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5487, loss_cls: 3.2684, loss: 3.2684, grad_norm: 0.9548 2020-08-17 10:33:11,964 - mmaction - INFO - Epoch [42][400/627] lr: 5.628e-01, eta: 2 days, 2:54:40, time: 1.320, data_time: 0.004, memory: 8470, top1_acc: 0.2948, top5_acc: 0.5383, loss_cls: 3.2760, loss: 3.2760, grad_norm: 0.9265 2020-08-17 10:33:39,250 - mmaction - INFO - Epoch [42][420/627] lr: 5.628e-01, eta: 2 days, 2:54:13, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.2875, top5_acc: 0.5516, loss_cls: 3.2536, loss: 3.2536, grad_norm: 0.9386 2020-08-17 10:34:05,878 - mmaction - INFO - Epoch [42][440/627] lr: 5.628e-01, eta: 2 days, 2:53:43, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5600, loss_cls: 3.1974, loss: 3.1974, grad_norm: 0.9434 2020-08-17 10:34:32,460 - mmaction - INFO - Epoch [42][460/627] lr: 5.628e-01, eta: 2 days, 2:53:12, time: 1.329, data_time: 0.004, memory: 8470, top1_acc: 0.2966, top5_acc: 0.5503, loss_cls: 3.2524, loss: 3.2524, grad_norm: 0.9405 2020-08-17 10:34:59,541 - mmaction - INFO - Epoch [42][480/627] lr: 5.628e-01, eta: 2 days, 2:52:43, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.2978, top5_acc: 0.5397, loss_cls: 3.2715, loss: 3.2715, grad_norm: 0.9234 2020-08-17 10:35:27,234 - mmaction - INFO - Epoch [42][500/627] lr: 5.628e-01, eta: 2 days, 2:52:18, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.2872, top5_acc: 0.5409, loss_cls: 3.2981, loss: 3.2981, grad_norm: 0.9352 2020-08-17 10:35:53,868 - mmaction - INFO - Epoch [42][520/627] lr: 5.628e-01, eta: 2 days, 2:51:48, time: 1.335, data_time: 0.007, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5470, loss_cls: 3.2533, loss: 3.2533, grad_norm: 0.9280 2020-08-17 10:36:22,814 - mmaction - INFO - Epoch [42][540/627] lr: 5.628e-01, eta: 2 days, 2:51:29, time: 1.447, data_time: 0.007, memory: 8470, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.2871, loss: 3.2871, grad_norm: 0.9327 2020-08-17 10:36:47,730 - mmaction - INFO - Epoch [42][560/627] lr: 5.628e-01, eta: 2 days, 2:50:50, time: 1.246, data_time: 0.004, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5518, loss_cls: 3.2460, loss: 3.2460, grad_norm: 0.9458 2020-08-17 10:37:14,317 - mmaction - INFO - Epoch [42][580/627] lr: 5.628e-01, eta: 2 days, 2:50:19, time: 1.329, data_time: 0.002, memory: 8470, top1_acc: 0.2934, top5_acc: 0.5470, loss_cls: 3.2750, loss: 3.2750, grad_norm: 0.9442 2020-08-17 10:37:42,192 - mmaction - INFO - Epoch [42][600/627] lr: 5.628e-01, eta: 2 days, 2:49:55, time: 1.393, data_time: 0.002, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5486, loss_cls: 3.2657, loss: 3.2657, grad_norm: 0.9132 2020-08-17 10:38:08,754 - mmaction - INFO - Epoch [42][620/627] lr: 5.628e-01, eta: 2 days, 2:49:24, time: 1.329, data_time: 0.004, memory: 8470, top1_acc: 0.3004, top5_acc: 0.5531, loss_cls: 3.2259, loss: 3.2259, grad_norm: 0.9281 2020-08-17 10:38:48,826 - mmaction - INFO - Epoch [43][20/627] lr: 5.610e-01, eta: 2 days, 2:48:24, time: 1.611, data_time: 0.379, memory: 8470, top1_acc: 0.3033, top5_acc: 0.5521, loss_cls: 3.2518, loss: 3.2518, grad_norm: 0.9504 2020-08-17 10:39:14,415 - mmaction - INFO - Epoch [43][40/627] lr: 5.610e-01, eta: 2 days, 2:47:48, time: 1.281, data_time: 0.007, memory: 8470, top1_acc: 0.2988, top5_acc: 0.5497, loss_cls: 3.2475, loss: 3.2475, grad_norm: 0.9342 2020-08-17 10:39:41,723 - mmaction - INFO - Epoch [43][60/627] lr: 5.610e-01, eta: 2 days, 2:47:21, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5536, loss_cls: 3.2223, loss: 3.2223, grad_norm: 0.9247 2020-08-17 10:40:10,353 - mmaction - INFO - Epoch [43][80/627] lr: 5.610e-01, eta: 2 days, 2:47:01, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.2952, top5_acc: 0.5453, loss_cls: 3.2454, loss: 3.2454, grad_norm: 0.9186 2020-08-17 10:40:36,838 - mmaction - INFO - Epoch [43][100/627] lr: 5.610e-01, eta: 2 days, 2:46:30, time: 1.325, data_time: 0.004, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5509, loss_cls: 3.2585, loss: 3.2585, grad_norm: 0.9477 2020-08-17 10:41:04,812 - mmaction - INFO - Epoch [43][120/627] lr: 5.610e-01, eta: 2 days, 2:46:06, time: 1.398, data_time: 0.002, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5547, loss_cls: 3.2498, loss: 3.2498, grad_norm: 0.9431 2020-08-17 10:41:33,609 - mmaction - INFO - Epoch [43][140/627] lr: 5.610e-01, eta: 2 days, 2:45:46, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5437, loss_cls: 3.2567, loss: 3.2567, grad_norm: 0.9447 2020-08-17 10:42:00,433 - mmaction - INFO - Epoch [43][160/627] lr: 5.610e-01, eta: 2 days, 2:45:17, time: 1.339, data_time: 0.004, memory: 8470, top1_acc: 0.2992, top5_acc: 0.5422, loss_cls: 3.2831, loss: 3.2831, grad_norm: 0.9355 2020-08-17 10:42:27,089 - mmaction - INFO - Epoch [43][180/627] lr: 5.610e-01, eta: 2 days, 2:44:47, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2964, top5_acc: 0.5451, loss_cls: 3.2774, loss: 3.2774, grad_norm: 0.9345 2020-08-17 10:42:54,206 - mmaction - INFO - Epoch [43][200/627] lr: 5.610e-01, eta: 2 days, 2:44:18, time: 1.355, data_time: 0.002, memory: 8470, top1_acc: 0.2953, top5_acc: 0.5448, loss_cls: 3.2744, loss: 3.2744, grad_norm: 0.9390 2020-08-17 10:43:21,010 - mmaction - INFO - Epoch [43][220/627] lr: 5.610e-01, eta: 2 days, 2:43:49, time: 1.341, data_time: 0.002, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5466, loss_cls: 3.2747, loss: 3.2747, grad_norm: 0.9144 2020-08-17 10:43:48,701 - mmaction - INFO - Epoch [43][240/627] lr: 5.610e-01, eta: 2 days, 2:43:24, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.2999, top5_acc: 0.5496, loss_cls: 3.2611, loss: 3.2611, grad_norm: 0.9323 2020-08-17 10:44:15,711 - mmaction - INFO - Epoch [43][260/627] lr: 5.610e-01, eta: 2 days, 2:42:55, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.2990, top5_acc: 0.5395, loss_cls: 3.2665, loss: 3.2665, grad_norm: 0.9453 2020-08-17 10:44:42,577 - mmaction - INFO - Epoch [43][280/627] lr: 5.610e-01, eta: 2 days, 2:42:26, time: 1.346, data_time: 0.007, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5470, loss_cls: 3.2416, loss: 3.2416, grad_norm: 0.9369 2020-08-17 10:45:10,574 - mmaction - INFO - Epoch [43][300/627] lr: 5.610e-01, eta: 2 days, 2:42:02, time: 1.400, data_time: 0.003, memory: 8470, top1_acc: 0.2947, top5_acc: 0.5383, loss_cls: 3.2823, loss: 3.2823, grad_norm: 0.9393 2020-08-17 10:45:37,120 - mmaction - INFO - Epoch [43][320/627] lr: 5.610e-01, eta: 2 days, 2:41:31, time: 1.327, data_time: 0.001, memory: 8470, top1_acc: 0.2863, top5_acc: 0.5371, loss_cls: 3.3008, loss: 3.3008, grad_norm: 0.9322 2020-08-17 10:46:05,285 - mmaction - INFO - Epoch [43][340/627] lr: 5.610e-01, eta: 2 days, 2:41:09, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5415, loss_cls: 3.2772, loss: 3.2772, grad_norm: 0.9392 2020-08-17 10:46:32,241 - mmaction - INFO - Epoch [43][360/627] lr: 5.610e-01, eta: 2 days, 2:40:40, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.3001, top5_acc: 0.5467, loss_cls: 3.2378, loss: 3.2378, grad_norm: 0.9328 2020-08-17 10:46:58,943 - mmaction - INFO - Epoch [43][380/627] lr: 5.610e-01, eta: 2 days, 2:40:10, time: 1.337, data_time: 0.003, memory: 8470, top1_acc: 0.2932, top5_acc: 0.5380, loss_cls: 3.2987, loss: 3.2987, grad_norm: 0.9291 2020-08-17 10:47:26,118 - mmaction - INFO - Epoch [43][400/627] lr: 5.610e-01, eta: 2 days, 2:39:42, time: 1.358, data_time: 0.002, memory: 8470, top1_acc: 0.3063, top5_acc: 0.5551, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9323 2020-08-17 10:47:53,854 - mmaction - INFO - Epoch [43][420/627] lr: 5.610e-01, eta: 2 days, 2:39:17, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5546, loss_cls: 3.2363, loss: 3.2363, grad_norm: 0.9355 2020-08-17 10:48:22,591 - mmaction - INFO - Epoch [43][440/627] lr: 5.610e-01, eta: 2 days, 2:38:57, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5458, loss_cls: 3.2551, loss: 3.2551, grad_norm: 0.9372 2020-08-17 10:48:49,192 - mmaction - INFO - Epoch [43][460/627] lr: 5.610e-01, eta: 2 days, 2:38:27, time: 1.330, data_time: 0.002, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5526, loss_cls: 3.2285, loss: 3.2285, grad_norm: 0.9396 2020-08-17 10:49:16,712 - mmaction - INFO - Epoch [43][480/627] lr: 5.610e-01, eta: 2 days, 2:38:00, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.2943, top5_acc: 0.5447, loss_cls: 3.2781, loss: 3.2781, grad_norm: 0.9550 2020-08-17 10:49:43,775 - mmaction - INFO - Epoch [43][500/627] lr: 5.610e-01, eta: 2 days, 2:37:32, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5423, loss_cls: 3.2805, loss: 3.2805, grad_norm: 0.9471 2020-08-17 10:50:11,370 - mmaction - INFO - Epoch [43][520/627] lr: 5.610e-01, eta: 2 days, 2:37:07, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.2980, top5_acc: 0.5409, loss_cls: 3.2845, loss: 3.2845, grad_norm: 0.9351 2020-08-17 10:50:39,093 - mmaction - INFO - Epoch [43][540/627] lr: 5.610e-01, eta: 2 days, 2:36:42, time: 1.385, data_time: 0.002, memory: 8470, top1_acc: 0.3016, top5_acc: 0.5415, loss_cls: 3.2841, loss: 3.2841, grad_norm: 0.9321 2020-08-17 10:51:05,764 - mmaction - INFO - Epoch [43][560/627] lr: 5.610e-01, eta: 2 days, 2:36:11, time: 1.335, data_time: 0.007, memory: 8470, top1_acc: 0.2936, top5_acc: 0.5449, loss_cls: 3.2612, loss: 3.2612, grad_norm: 0.9147 2020-08-17 10:51:33,837 - mmaction - INFO - Epoch [43][580/627] lr: 5.610e-01, eta: 2 days, 2:35:48, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.2945, top5_acc: 0.5561, loss_cls: 3.2518, loss: 3.2518, grad_norm: 0.9326 2020-08-17 10:52:02,185 - mmaction - INFO - Epoch [43][600/627] lr: 5.610e-01, eta: 2 days, 2:35:26, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5474, loss_cls: 3.2485, loss: 3.2485, grad_norm: 0.9490 2020-08-17 10:52:29,547 - mmaction - INFO - Epoch [43][620/627] lr: 5.610e-01, eta: 2 days, 2:34:59, time: 1.370, data_time: 0.007, memory: 8470, top1_acc: 0.2966, top5_acc: 0.5520, loss_cls: 3.2632, loss: 3.2632, grad_norm: 0.9419 2020-08-17 10:53:09,592 - mmaction - INFO - Epoch [44][20/627] lr: 5.592e-01, eta: 2 days, 2:33:54, time: 1.557, data_time: 0.392, memory: 8470, top1_acc: 0.2990, top5_acc: 0.5467, loss_cls: 3.2646, loss: 3.2646, grad_norm: 0.9281 2020-08-17 10:53:36,033 - mmaction - INFO - Epoch [44][40/627] lr: 5.592e-01, eta: 2 days, 2:33:23, time: 1.325, data_time: 0.007, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5482, loss_cls: 3.2348, loss: 3.2348, grad_norm: 0.9201 2020-08-17 10:54:02,142 - mmaction - INFO - Epoch [44][60/627] lr: 5.592e-01, eta: 2 days, 2:32:50, time: 1.302, data_time: 0.005, memory: 8470, top1_acc: 0.2992, top5_acc: 0.5479, loss_cls: 3.2552, loss: 3.2552, grad_norm: 0.9291 2020-08-17 10:54:29,861 - mmaction - INFO - Epoch [44][80/627] lr: 5.592e-01, eta: 2 days, 2:32:25, time: 1.389, data_time: 0.007, memory: 8470, top1_acc: 0.3004, top5_acc: 0.5516, loss_cls: 3.2342, loss: 3.2342, grad_norm: 0.9548 2020-08-17 10:54:56,900 - mmaction - INFO - Epoch [44][100/627] lr: 5.592e-01, eta: 2 days, 2:31:57, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.3048, top5_acc: 0.5538, loss_cls: 3.2281, loss: 3.2281, grad_norm: 0.9441 2020-08-17 10:55:23,150 - mmaction - INFO - Epoch [44][120/627] lr: 5.592e-01, eta: 2 days, 2:31:25, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5555, loss_cls: 3.2446, loss: 3.2446, grad_norm: 0.9356 2020-08-17 10:55:49,728 - mmaction - INFO - Epoch [44][140/627] lr: 5.592e-01, eta: 2 days, 2:30:54, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.3009, top5_acc: 0.5505, loss_cls: 3.2459, loss: 3.2459, grad_norm: 0.9258 2020-08-17 10:56:16,440 - mmaction - INFO - Epoch [44][160/627] lr: 5.592e-01, eta: 2 days, 2:30:24, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5625, loss_cls: 3.2216, loss: 3.2216, grad_norm: 0.9206 2020-08-17 10:56:42,699 - mmaction - INFO - Epoch [44][180/627] lr: 5.592e-01, eta: 2 days, 2:29:52, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.2997, top5_acc: 0.5473, loss_cls: 3.2321, loss: 3.2321, grad_norm: 0.9483 2020-08-17 10:57:09,529 - mmaction - INFO - Epoch [44][200/627] lr: 5.592e-01, eta: 2 days, 2:29:23, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5514, loss_cls: 3.2399, loss: 3.2399, grad_norm: 0.9347 2020-08-17 10:57:36,099 - mmaction - INFO - Epoch [44][220/627] lr: 5.592e-01, eta: 2 days, 2:28:52, time: 1.329, data_time: 0.002, memory: 8470, top1_acc: 0.2990, top5_acc: 0.5452, loss_cls: 3.2687, loss: 3.2687, grad_norm: 0.9330 2020-08-17 10:58:02,886 - mmaction - INFO - Epoch [44][240/627] lr: 5.592e-01, eta: 2 days, 2:28:22, time: 1.336, data_time: 0.004, memory: 8470, top1_acc: 0.3096, top5_acc: 0.5549, loss_cls: 3.1998, loss: 3.1998, grad_norm: 0.9352 2020-08-17 10:58:30,542 - mmaction - INFO - Epoch [44][260/627] lr: 5.592e-01, eta: 2 days, 2:27:57, time: 1.384, data_time: 0.007, memory: 8470, top1_acc: 0.2940, top5_acc: 0.5387, loss_cls: 3.2995, loss: 3.2995, grad_norm: 0.9415 2020-08-17 10:58:56,061 - mmaction - INFO - Epoch [44][280/627] lr: 5.592e-01, eta: 2 days, 2:27:21, time: 1.278, data_time: 0.005, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5435, loss_cls: 3.2627, loss: 3.2627, grad_norm: 0.9282 2020-08-17 10:59:23,236 - mmaction - INFO - Epoch [44][300/627] lr: 5.592e-01, eta: 2 days, 2:26:53, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.2880, top5_acc: 0.5358, loss_cls: 3.3204, loss: 3.3204, grad_norm: 0.9195 2020-08-17 10:59:50,065 - mmaction - INFO - Epoch [44][320/627] lr: 5.592e-01, eta: 2 days, 2:26:24, time: 1.343, data_time: 0.006, memory: 8470, top1_acc: 0.3001, top5_acc: 0.5517, loss_cls: 3.2621, loss: 3.2621, grad_norm: 0.9328 2020-08-17 11:00:16,845 - mmaction - INFO - Epoch [44][340/627] lr: 5.592e-01, eta: 2 days, 2:25:54, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5456, loss_cls: 3.2919, loss: 3.2919, grad_norm: 0.9425 2020-08-17 11:00:43,491 - mmaction - INFO - Epoch [44][360/627] lr: 5.592e-01, eta: 2 days, 2:25:24, time: 1.343, data_time: 0.022, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5557, loss_cls: 3.2138, loss: 3.2138, grad_norm: 0.9409 2020-08-17 11:01:10,075 - mmaction - INFO - Epoch [44][380/627] lr: 5.592e-01, eta: 2 days, 2:24:54, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.2900, top5_acc: 0.5469, loss_cls: 3.2811, loss: 3.2811, grad_norm: 0.9528 2020-08-17 11:01:36,774 - mmaction - INFO - Epoch [44][400/627] lr: 5.592e-01, eta: 2 days, 2:24:24, time: 1.336, data_time: 0.004, memory: 8470, top1_acc: 0.3076, top5_acc: 0.5538, loss_cls: 3.2319, loss: 3.2319, grad_norm: 0.9352 2020-08-17 11:02:03,526 - mmaction - INFO - Epoch [44][420/627] lr: 5.592e-01, eta: 2 days, 2:23:54, time: 1.338, data_time: 0.004, memory: 8470, top1_acc: 0.2948, top5_acc: 0.5560, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9513 2020-08-17 11:02:27,937 - mmaction - INFO - Epoch [44][440/627] lr: 5.592e-01, eta: 2 days, 2:23:13, time: 1.220, data_time: 0.002, memory: 8470, top1_acc: 0.2927, top5_acc: 0.5427, loss_cls: 3.2866, loss: 3.2866, grad_norm: 0.9358 2020-08-17 11:02:55,527 - mmaction - INFO - Epoch [44][460/627] lr: 5.592e-01, eta: 2 days, 2:22:47, time: 1.379, data_time: 0.003, memory: 8470, top1_acc: 0.2980, top5_acc: 0.5500, loss_cls: 3.2614, loss: 3.2614, grad_norm: 0.9392 2020-08-17 11:03:21,242 - mmaction - INFO - Epoch [44][480/627] lr: 5.592e-01, eta: 2 days, 2:22:13, time: 1.288, data_time: 0.005, memory: 8470, top1_acc: 0.2919, top5_acc: 0.5474, loss_cls: 3.2723, loss: 3.2723, grad_norm: 0.9427 2020-08-17 11:03:48,569 - mmaction - INFO - Epoch [44][500/627] lr: 5.592e-01, eta: 2 days, 2:21:46, time: 1.366, data_time: 0.007, memory: 8470, top1_acc: 0.2935, top5_acc: 0.5435, loss_cls: 3.2424, loss: 3.2424, grad_norm: 0.9398 2020-08-17 11:04:16,135 - mmaction - INFO - Epoch [44][520/627] lr: 5.592e-01, eta: 2 days, 2:21:20, time: 1.374, data_time: 0.002, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5526, loss_cls: 3.2340, loss: 3.2340, grad_norm: 0.9489 2020-08-17 11:04:43,237 - mmaction - INFO - Epoch [44][540/627] lr: 5.592e-01, eta: 2 days, 2:20:52, time: 1.360, data_time: 0.007, memory: 8470, top1_acc: 0.3003, top5_acc: 0.5467, loss_cls: 3.2969, loss: 3.2969, grad_norm: 0.9352 2020-08-17 11:05:08,271 - mmaction - INFO - Epoch [44][560/627] lr: 5.592e-01, eta: 2 days, 2:20:14, time: 1.251, data_time: 0.003, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5552, loss_cls: 3.2373, loss: 3.2373, grad_norm: 0.9286 2020-08-17 11:05:36,933 - mmaction - INFO - Epoch [44][580/627] lr: 5.592e-01, eta: 2 days, 2:19:54, time: 1.434, data_time: 0.004, memory: 8470, top1_acc: 0.2921, top5_acc: 0.5410, loss_cls: 3.2931, loss: 3.2931, grad_norm: 0.9294 2020-08-17 11:06:02,072 - mmaction - INFO - Epoch [44][600/627] lr: 5.592e-01, eta: 2 days, 2:19:16, time: 1.256, data_time: 0.005, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5465, loss_cls: 3.2626, loss: 3.2626, grad_norm: 0.9343 2020-08-17 11:06:28,946 - mmaction - INFO - Epoch [44][620/627] lr: 5.592e-01, eta: 2 days, 2:18:47, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.2952, top5_acc: 0.5411, loss_cls: 3.2763, loss: 3.2763, grad_norm: 0.9262 2020-08-17 11:06:36,886 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-17 11:07:11,251 - mmaction - INFO - Epoch [45][20/627] lr: 5.573e-01, eta: 2 days, 2:17:52, time: 1.651, data_time: 0.448, memory: 8470, top1_acc: 0.2863, top5_acc: 0.5405, loss_cls: 3.3116, loss: 3.3116, grad_norm: 0.9333 2020-08-17 11:07:35,165 - mmaction - INFO - Epoch [45][40/627] lr: 5.573e-01, eta: 2 days, 2:17:09, time: 1.197, data_time: 0.003, memory: 8470, top1_acc: 0.3039, top5_acc: 0.5553, loss_cls: 3.2196, loss: 3.2196, grad_norm: 0.9396 2020-08-17 11:08:00,849 - mmaction - INFO - Epoch [45][60/627] lr: 5.573e-01, eta: 2 days, 2:16:34, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.3077, top5_acc: 0.5510, loss_cls: 3.2328, loss: 3.2328, grad_norm: 0.9347 2020-08-17 11:08:29,136 - mmaction - INFO - Epoch [45][80/627] lr: 5.573e-01, eta: 2 days, 2:16:12, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5572, loss_cls: 3.2345, loss: 3.2345, grad_norm: 0.9492 2020-08-17 11:08:54,192 - mmaction - INFO - Epoch [45][100/627] lr: 5.573e-01, eta: 2 days, 2:15:34, time: 1.257, data_time: 0.008, memory: 8470, top1_acc: 0.2947, top5_acc: 0.5469, loss_cls: 3.2892, loss: 3.2892, grad_norm: 0.9376 2020-08-17 11:09:21,717 - mmaction - INFO - Epoch [45][120/627] lr: 5.573e-01, eta: 2 days, 2:15:08, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.2953, top5_acc: 0.5456, loss_cls: 3.2693, loss: 3.2693, grad_norm: 0.9473 2020-08-17 11:09:48,111 - mmaction - INFO - Epoch [45][140/627] lr: 5.573e-01, eta: 2 days, 2:14:37, time: 1.322, data_time: 0.007, memory: 8470, top1_acc: 0.2880, top5_acc: 0.5470, loss_cls: 3.2721, loss: 3.2721, grad_norm: 0.9477 2020-08-17 11:10:15,492 - mmaction - INFO - Epoch [45][160/627] lr: 5.573e-01, eta: 2 days, 2:14:10, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.2979, top5_acc: 0.5503, loss_cls: 3.2422, loss: 3.2422, grad_norm: 0.9510 2020-08-17 11:10:43,784 - mmaction - INFO - Epoch [45][180/627] lr: 5.573e-01, eta: 2 days, 2:13:48, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5465, loss_cls: 3.2609, loss: 3.2609, grad_norm: 0.9427 2020-08-17 11:11:09,747 - mmaction - INFO - Epoch [45][200/627] lr: 5.573e-01, eta: 2 days, 2:13:15, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5483, loss_cls: 3.2608, loss: 3.2608, grad_norm: 0.9301 2020-08-17 11:11:36,285 - mmaction - INFO - Epoch [45][220/627] lr: 5.573e-01, eta: 2 days, 2:12:44, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.2974, top5_acc: 0.5482, loss_cls: 3.2750, loss: 3.2750, grad_norm: 0.9462 2020-08-17 11:12:04,206 - mmaction - INFO - Epoch [45][240/627] lr: 5.573e-01, eta: 2 days, 2:12:20, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.2137, loss: 3.2137, grad_norm: 0.9298 2020-08-17 11:12:32,420 - mmaction - INFO - Epoch [45][260/627] lr: 5.573e-01, eta: 2 days, 2:11:58, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5536, loss_cls: 3.2254, loss: 3.2254, grad_norm: 0.9530 2020-08-17 11:13:01,406 - mmaction - INFO - Epoch [45][280/627] lr: 5.573e-01, eta: 2 days, 2:11:39, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5521, loss_cls: 3.2480, loss: 3.2480, grad_norm: 0.9370 2020-08-17 11:13:30,830 - mmaction - INFO - Epoch [45][300/627] lr: 5.573e-01, eta: 2 days, 2:11:22, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5613, loss_cls: 3.1786, loss: 3.1786, grad_norm: 0.9280 2020-08-17 11:13:59,092 - mmaction - INFO - Epoch [45][320/627] lr: 5.573e-01, eta: 2 days, 2:10:59, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3016, top5_acc: 0.5583, loss_cls: 3.2241, loss: 3.2241, grad_norm: 0.9522 2020-08-17 11:14:27,409 - mmaction - INFO - Epoch [45][340/627] lr: 5.573e-01, eta: 2 days, 2:10:37, time: 1.414, data_time: 0.007, memory: 8470, top1_acc: 0.3094, top5_acc: 0.5504, loss_cls: 3.2457, loss: 3.2457, grad_norm: 0.9545 2020-08-17 11:14:55,039 - mmaction - INFO - Epoch [45][360/627] lr: 5.573e-01, eta: 2 days, 2:10:12, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5491, loss_cls: 3.2491, loss: 3.2491, grad_norm: 0.9389 2020-08-17 11:15:23,848 - mmaction - INFO - Epoch [45][380/627] lr: 5.573e-01, eta: 2 days, 2:09:52, time: 1.438, data_time: 0.004, memory: 8470, top1_acc: 0.3010, top5_acc: 0.5475, loss_cls: 3.2286, loss: 3.2286, grad_norm: 0.9495 2020-08-17 11:15:51,502 - mmaction - INFO - Epoch [45][400/627] lr: 5.573e-01, eta: 2 days, 2:09:27, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.2967, top5_acc: 0.5493, loss_cls: 3.2718, loss: 3.2718, grad_norm: 0.9413 2020-08-17 11:16:21,720 - mmaction - INFO - Epoch [45][420/627] lr: 5.573e-01, eta: 2 days, 2:09:13, time: 1.509, data_time: 0.006, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5535, loss_cls: 3.2554, loss: 3.2554, grad_norm: 0.9558 2020-08-17 11:16:48,916 - mmaction - INFO - Epoch [45][440/627] lr: 5.573e-01, eta: 2 days, 2:08:46, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5530, loss_cls: 3.2495, loss: 3.2495, grad_norm: 0.9367 2020-08-17 11:17:15,963 - mmaction - INFO - Epoch [45][460/627] lr: 5.573e-01, eta: 2 days, 2:08:17, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3005, top5_acc: 0.5384, loss_cls: 3.2612, loss: 3.2612, grad_norm: 0.9129 2020-08-17 11:17:45,412 - mmaction - INFO - Epoch [45][480/627] lr: 5.573e-01, eta: 2 days, 2:08:01, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.2975, top5_acc: 0.5493, loss_cls: 3.2471, loss: 3.2471, grad_norm: 0.9371 2020-08-17 11:18:12,624 - mmaction - INFO - Epoch [45][500/627] lr: 5.573e-01, eta: 2 days, 2:07:33, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3020, top5_acc: 0.5518, loss_cls: 3.2501, loss: 3.2501, grad_norm: 0.9195 2020-08-17 11:18:41,182 - mmaction - INFO - Epoch [45][520/627] lr: 5.573e-01, eta: 2 days, 2:07:12, time: 1.428, data_time: 0.007, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5470, loss_cls: 3.2902, loss: 3.2902, grad_norm: 0.9535 2020-08-17 11:19:11,166 - mmaction - INFO - Epoch [45][540/627] lr: 5.573e-01, eta: 2 days, 2:06:58, time: 1.500, data_time: 0.005, memory: 8470, top1_acc: 0.2892, top5_acc: 0.5400, loss_cls: 3.2862, loss: 3.2862, grad_norm: 0.9305 2020-08-17 11:19:40,956 - mmaction - INFO - Epoch [45][560/627] lr: 5.573e-01, eta: 2 days, 2:06:42, time: 1.490, data_time: 0.005, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5512, loss_cls: 3.2374, loss: 3.2374, grad_norm: 0.9468 2020-08-17 11:20:10,592 - mmaction - INFO - Epoch [45][580/627] lr: 5.573e-01, eta: 2 days, 2:06:26, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.2991, top5_acc: 0.5451, loss_cls: 3.2806, loss: 3.2806, grad_norm: 0.9404 2020-08-17 11:20:40,253 - mmaction - INFO - Epoch [45][600/627] lr: 5.573e-01, eta: 2 days, 2:06:10, time: 1.483, data_time: 0.002, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5441, loss_cls: 3.2586, loss: 3.2586, grad_norm: 0.9380 2020-08-17 11:21:09,615 - mmaction - INFO - Epoch [45][620/627] lr: 5.573e-01, eta: 2 days, 2:05:53, time: 1.467, data_time: 0.004, memory: 8470, top1_acc: 0.3022, top5_acc: 0.5473, loss_cls: 3.2622, loss: 3.2622, grad_norm: 0.9630 2020-08-17 11:21:53,043 - mmaction - INFO - Epoch [46][20/627] lr: 5.554e-01, eta: 2 days, 2:05:01, time: 1.685, data_time: 0.380, memory: 8470, top1_acc: 0.3034, top5_acc: 0.5457, loss_cls: 3.2571, loss: 3.2571, grad_norm: 0.9545 2020-08-17 11:22:22,491 - mmaction - INFO - Epoch [46][40/627] lr: 5.554e-01, eta: 2 days, 2:04:45, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5462, loss_cls: 3.2657, loss: 3.2657, grad_norm: 0.9383 2020-08-17 11:22:51,785 - mmaction - INFO - Epoch [46][60/627] lr: 5.554e-01, eta: 2 days, 2:04:27, time: 1.465, data_time: 0.002, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5587, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9279 2020-08-17 11:23:20,968 - mmaction - INFO - Epoch [46][80/627] lr: 5.554e-01, eta: 2 days, 2:04:08, time: 1.458, data_time: 0.004, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5514, loss_cls: 3.2433, loss: 3.2433, grad_norm: 0.9644 2020-08-17 11:23:51,029 - mmaction - INFO - Epoch [46][100/627] lr: 5.554e-01, eta: 2 days, 2:03:54, time: 1.503, data_time: 0.007, memory: 8470, top1_acc: 0.2965, top5_acc: 0.5555, loss_cls: 3.2535, loss: 3.2535, grad_norm: 0.9504 2020-08-17 11:24:21,358 - mmaction - INFO - Epoch [46][120/627] lr: 5.554e-01, eta: 2 days, 2:03:41, time: 1.518, data_time: 0.005, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5456, loss_cls: 3.2506, loss: 3.2506, grad_norm: 0.9351 2020-08-17 11:24:50,608 - mmaction - INFO - Epoch [46][140/627] lr: 5.554e-01, eta: 2 days, 2:03:23, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.3068, top5_acc: 0.5603, loss_cls: 3.2182, loss: 3.2182, grad_norm: 0.9393 2020-08-17 11:25:20,801 - mmaction - INFO - Epoch [46][160/627] lr: 5.554e-01, eta: 2 days, 2:03:09, time: 1.509, data_time: 0.005, memory: 8470, top1_acc: 0.3073, top5_acc: 0.5508, loss_cls: 3.2428, loss: 3.2428, grad_norm: 0.9351 2020-08-17 11:25:49,304 - mmaction - INFO - Epoch [46][180/627] lr: 5.554e-01, eta: 2 days, 2:02:48, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5484, loss_cls: 3.2341, loss: 3.2341, grad_norm: 0.9428 2020-08-17 11:26:18,879 - mmaction - INFO - Epoch [46][200/627] lr: 5.554e-01, eta: 2 days, 2:02:31, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.2922, top5_acc: 0.5435, loss_cls: 3.2543, loss: 3.2543, grad_norm: 0.9328 2020-08-17 11:26:48,170 - mmaction - INFO - Epoch [46][220/627] lr: 5.554e-01, eta: 2 days, 2:02:14, time: 1.468, data_time: 0.007, memory: 8470, top1_acc: 0.3035, top5_acc: 0.5526, loss_cls: 3.2316, loss: 3.2316, grad_norm: 0.9429 2020-08-17 11:27:17,546 - mmaction - INFO - Epoch [46][240/627] lr: 5.554e-01, eta: 2 days, 2:01:56, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5520, loss_cls: 3.2218, loss: 3.2218, grad_norm: 0.9321 2020-08-17 11:27:47,530 - mmaction - INFO - Epoch [46][260/627] lr: 5.554e-01, eta: 2 days, 2:01:41, time: 1.499, data_time: 0.005, memory: 8470, top1_acc: 0.2999, top5_acc: 0.5462, loss_cls: 3.2540, loss: 3.2540, grad_norm: 0.9395 2020-08-17 11:28:16,589 - mmaction - INFO - Epoch [46][280/627] lr: 5.554e-01, eta: 2 days, 2:01:22, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5499, loss_cls: 3.2239, loss: 3.2239, grad_norm: 0.9322 2020-08-17 11:28:45,642 - mmaction - INFO - Epoch [46][300/627] lr: 5.554e-01, eta: 2 days, 2:01:03, time: 1.453, data_time: 0.003, memory: 8470, top1_acc: 0.2980, top5_acc: 0.5563, loss_cls: 3.2409, loss: 3.2409, grad_norm: 0.9444 2020-08-17 11:29:15,466 - mmaction - INFO - Epoch [46][320/627] lr: 5.554e-01, eta: 2 days, 2:00:48, time: 1.491, data_time: 0.002, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5565, loss_cls: 3.2183, loss: 3.2183, grad_norm: 0.9476 2020-08-17 11:29:44,382 - mmaction - INFO - Epoch [46][340/627] lr: 5.554e-01, eta: 2 days, 2:00:28, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3033, top5_acc: 0.5478, loss_cls: 3.2274, loss: 3.2274, grad_norm: 0.9313 2020-08-17 11:30:14,392 - mmaction - INFO - Epoch [46][360/627] lr: 5.554e-01, eta: 2 days, 2:00:13, time: 1.498, data_time: 0.006, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5564, loss_cls: 3.2126, loss: 3.2126, grad_norm: 0.9471 2020-08-17 11:30:43,267 - mmaction - INFO - Epoch [46][380/627] lr: 5.554e-01, eta: 2 days, 1:59:53, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.2982, top5_acc: 0.5421, loss_cls: 3.2792, loss: 3.2792, grad_norm: 0.9505 2020-08-17 11:31:12,356 - mmaction - INFO - Epoch [46][400/627] lr: 5.554e-01, eta: 2 days, 1:59:34, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.2949, top5_acc: 0.5427, loss_cls: 3.3006, loss: 3.3006, grad_norm: 0.9362 2020-08-17 11:31:41,580 - mmaction - INFO - Epoch [46][420/627] lr: 5.554e-01, eta: 2 days, 1:59:16, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.2943, top5_acc: 0.5457, loss_cls: 3.2549, loss: 3.2549, grad_norm: 0.9404 2020-08-17 11:32:11,851 - mmaction - INFO - Epoch [46][440/627] lr: 5.554e-01, eta: 2 days, 1:59:02, time: 1.515, data_time: 0.005, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5382, loss_cls: 3.2936, loss: 3.2936, grad_norm: 0.9371 2020-08-17 11:32:40,585 - mmaction - INFO - Epoch [46][460/627] lr: 5.554e-01, eta: 2 days, 1:58:41, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3040, top5_acc: 0.5466, loss_cls: 3.2414, loss: 3.2414, grad_norm: 0.9290 2020-08-17 11:33:10,435 - mmaction - INFO - Epoch [46][480/627] lr: 5.554e-01, eta: 2 days, 1:58:26, time: 1.494, data_time: 0.005, memory: 8470, top1_acc: 0.3062, top5_acc: 0.5539, loss_cls: 3.2253, loss: 3.2253, grad_norm: 0.9199 2020-08-17 11:33:38,983 - mmaction - INFO - Epoch [46][500/627] lr: 5.554e-01, eta: 2 days, 1:58:05, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.2973, top5_acc: 0.5479, loss_cls: 3.2509, loss: 3.2509, grad_norm: 0.9661 2020-08-17 11:34:08,370 - mmaction - INFO - Epoch [46][520/627] lr: 5.554e-01, eta: 2 days, 1:57:47, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5444, loss_cls: 3.2747, loss: 3.2747, grad_norm: 0.9314 2020-08-17 11:34:38,288 - mmaction - INFO - Epoch [46][540/627] lr: 5.554e-01, eta: 2 days, 1:57:31, time: 1.498, data_time: 0.006, memory: 8470, top1_acc: 0.2902, top5_acc: 0.5434, loss_cls: 3.2836, loss: 3.2836, grad_norm: 0.9257 2020-08-17 11:35:07,002 - mmaction - INFO - Epoch [46][560/627] lr: 5.554e-01, eta: 2 days, 1:57:11, time: 1.436, data_time: 0.004, memory: 8470, top1_acc: 0.2924, top5_acc: 0.5395, loss_cls: 3.2489, loss: 3.2489, grad_norm: 0.9425 2020-08-17 11:35:35,754 - mmaction - INFO - Epoch [46][580/627] lr: 5.554e-01, eta: 2 days, 1:56:50, time: 1.437, data_time: 0.002, memory: 8470, top1_acc: 0.2990, top5_acc: 0.5487, loss_cls: 3.2625, loss: 3.2625, grad_norm: 0.9472 2020-08-17 11:36:04,948 - mmaction - INFO - Epoch [46][600/627] lr: 5.554e-01, eta: 2 days, 1:56:31, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3034, top5_acc: 0.5542, loss_cls: 3.2292, loss: 3.2292, grad_norm: 0.9347 2020-08-17 11:36:32,205 - mmaction - INFO - Epoch [46][620/627] lr: 5.554e-01, eta: 2 days, 1:56:04, time: 1.367, data_time: 0.007, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5583, loss_cls: 3.2068, loss: 3.2068, grad_norm: 0.9264 2020-08-17 11:37:14,834 - mmaction - INFO - Epoch [47][20/627] lr: 5.535e-01, eta: 2 days, 1:55:13, time: 1.687, data_time: 0.385, memory: 8470, top1_acc: 0.2953, top5_acc: 0.5480, loss_cls: 3.2531, loss: 3.2531, grad_norm: 0.9544 2020-08-17 11:37:41,425 - mmaction - INFO - Epoch [47][40/627] lr: 5.535e-01, eta: 2 days, 1:54:42, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.3090, top5_acc: 0.5413, loss_cls: 3.2405, loss: 3.2405, grad_norm: 0.9319 2020-08-17 11:38:10,763 - mmaction - INFO - Epoch [47][60/627] lr: 5.535e-01, eta: 2 days, 1:54:24, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.2956, top5_acc: 0.5470, loss_cls: 3.2640, loss: 3.2640, grad_norm: 0.9377 2020-08-17 11:38:38,849 - mmaction - INFO - Epoch [47][80/627] lr: 5.535e-01, eta: 2 days, 1:54:01, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3120, top5_acc: 0.5583, loss_cls: 3.2111, loss: 3.2111, grad_norm: 0.9361 2020-08-17 11:39:06,000 - mmaction - INFO - Epoch [47][100/627] lr: 5.535e-01, eta: 2 days, 1:53:32, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.3062, top5_acc: 0.5504, loss_cls: 3.2388, loss: 3.2388, grad_norm: 0.9590 2020-08-17 11:39:33,697 - mmaction - INFO - Epoch [47][120/627] lr: 5.535e-01, eta: 2 days, 1:53:07, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5544, loss_cls: 3.2088, loss: 3.2088, grad_norm: 0.9574 2020-08-17 11:39:59,650 - mmaction - INFO - Epoch [47][140/627] lr: 5.535e-01, eta: 2 days, 1:52:34, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5573, loss_cls: 3.2310, loss: 3.2310, grad_norm: 0.9430 2020-08-17 11:40:27,491 - mmaction - INFO - Epoch [47][160/627] lr: 5.535e-01, eta: 2 days, 1:52:09, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5520, loss_cls: 3.2393, loss: 3.2393, grad_norm: 0.9264 2020-08-17 11:40:54,542 - mmaction - INFO - Epoch [47][180/627] lr: 5.535e-01, eta: 2 days, 1:51:40, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5405, loss_cls: 3.2585, loss: 3.2585, grad_norm: 0.9371 2020-08-17 11:41:22,111 - mmaction - INFO - Epoch [47][200/627] lr: 5.535e-01, eta: 2 days, 1:51:14, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.2965, top5_acc: 0.5525, loss_cls: 3.2187, loss: 3.2187, grad_norm: 0.9530 2020-08-17 11:41:49,706 - mmaction - INFO - Epoch [47][220/627] lr: 5.535e-01, eta: 2 days, 1:50:48, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.3102, top5_acc: 0.5607, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9493 2020-08-17 11:42:16,399 - mmaction - INFO - Epoch [47][240/627] lr: 5.535e-01, eta: 2 days, 1:50:18, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5438, loss_cls: 3.2783, loss: 3.2783, grad_norm: 0.9577 2020-08-17 11:42:44,647 - mmaction - INFO - Epoch [47][260/627] lr: 5.535e-01, eta: 2 days, 1:49:55, time: 1.411, data_time: 0.004, memory: 8470, top1_acc: 0.2969, top5_acc: 0.5477, loss_cls: 3.2564, loss: 3.2564, grad_norm: 0.9402 2020-08-17 11:43:12,217 - mmaction - INFO - Epoch [47][280/627] lr: 5.535e-01, eta: 2 days, 1:49:29, time: 1.378, data_time: 0.004, memory: 8470, top1_acc: 0.2993, top5_acc: 0.5469, loss_cls: 3.2309, loss: 3.2309, grad_norm: 0.9418 2020-08-17 11:43:39,545 - mmaction - INFO - Epoch [47][300/627] lr: 5.535e-01, eta: 2 days, 1:49:02, time: 1.367, data_time: 0.009, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.2685, loss: 3.2685, grad_norm: 0.9361 2020-08-17 11:44:05,951 - mmaction - INFO - Epoch [47][320/627] lr: 5.535e-01, eta: 2 days, 1:48:30, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.2910, top5_acc: 0.5559, loss_cls: 3.2427, loss: 3.2427, grad_norm: 0.9562 2020-08-17 11:44:35,175 - mmaction - INFO - Epoch [47][340/627] lr: 5.535e-01, eta: 2 days, 1:48:12, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.2927, top5_acc: 0.5389, loss_cls: 3.2955, loss: 3.2955, grad_norm: 0.9523 2020-08-17 11:45:02,758 - mmaction - INFO - Epoch [47][360/627] lr: 5.535e-01, eta: 2 days, 1:47:46, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5569, loss_cls: 3.2410, loss: 3.2410, grad_norm: 0.9369 2020-08-17 11:45:30,612 - mmaction - INFO - Epoch [47][380/627] lr: 5.535e-01, eta: 2 days, 1:47:21, time: 1.395, data_time: 0.004, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5517, loss_cls: 3.2483, loss: 3.2483, grad_norm: 0.9503 2020-08-17 11:45:56,964 - mmaction - INFO - Epoch [47][400/627] lr: 5.535e-01, eta: 2 days, 1:46:49, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.2987, top5_acc: 0.5469, loss_cls: 3.2681, loss: 3.2681, grad_norm: 0.9377 2020-08-17 11:46:24,631 - mmaction - INFO - Epoch [47][420/627] lr: 5.535e-01, eta: 2 days, 1:46:24, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3069, top5_acc: 0.5523, loss_cls: 3.2265, loss: 3.2265, grad_norm: 0.9359 2020-08-17 11:46:51,585 - mmaction - INFO - Epoch [47][440/627] lr: 5.535e-01, eta: 2 days, 1:45:55, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.2973, top5_acc: 0.5510, loss_cls: 3.2233, loss: 3.2233, grad_norm: 0.9389 2020-08-17 11:47:18,017 - mmaction - INFO - Epoch [47][460/627] lr: 5.535e-01, eta: 2 days, 1:45:23, time: 1.319, data_time: 0.004, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5518, loss_cls: 3.2406, loss: 3.2406, grad_norm: 0.9616 2020-08-17 11:47:44,813 - mmaction - INFO - Epoch [47][480/627] lr: 5.535e-01, eta: 2 days, 1:44:54, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5426, loss_cls: 3.2700, loss: 3.2700, grad_norm: 0.9370 2020-08-17 11:48:12,967 - mmaction - INFO - Epoch [47][500/627] lr: 5.535e-01, eta: 2 days, 1:44:30, time: 1.407, data_time: 0.008, memory: 8470, top1_acc: 0.2967, top5_acc: 0.5415, loss_cls: 3.2831, loss: 3.2831, grad_norm: 0.9360 2020-08-17 11:48:38,613 - mmaction - INFO - Epoch [47][520/627] lr: 5.535e-01, eta: 2 days, 1:43:56, time: 1.285, data_time: 0.007, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5474, loss_cls: 3.2374, loss: 3.2374, grad_norm: 0.9487 2020-08-17 11:49:06,138 - mmaction - INFO - Epoch [47][540/627] lr: 5.535e-01, eta: 2 days, 1:43:29, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.2962, top5_acc: 0.5500, loss_cls: 3.2620, loss: 3.2620, grad_norm: 0.9459 2020-08-17 11:49:32,875 - mmaction - INFO - Epoch [47][560/627] lr: 5.535e-01, eta: 2 days, 1:43:00, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.2949, top5_acc: 0.5466, loss_cls: 3.2640, loss: 3.2640, grad_norm: 0.9523 2020-08-17 11:49:59,798 - mmaction - INFO - Epoch [47][580/627] lr: 5.535e-01, eta: 2 days, 1:42:31, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.3031, top5_acc: 0.5505, loss_cls: 3.2296, loss: 3.2296, grad_norm: 0.9295 2020-08-17 11:50:26,665 - mmaction - INFO - Epoch [47][600/627] lr: 5.535e-01, eta: 2 days, 1:42:01, time: 1.342, data_time: 0.004, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5497, loss_cls: 3.2199, loss: 3.2199, grad_norm: 0.9283 2020-08-17 11:50:53,411 - mmaction - INFO - Epoch [47][620/627] lr: 5.535e-01, eta: 2 days, 1:41:32, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5581, loss_cls: 3.2018, loss: 3.2018, grad_norm: 0.9325 2020-08-17 11:51:32,807 - mmaction - INFO - Epoch [48][20/627] lr: 5.515e-01, eta: 2 days, 1:40:27, time: 1.527, data_time: 0.388, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5562, loss_cls: 3.2290, loss: 3.2290, grad_norm: 0.9657 2020-08-17 11:52:00,639 - mmaction - INFO - Epoch [48][40/627] lr: 5.515e-01, eta: 2 days, 1:40:02, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.2904, top5_acc: 0.5465, loss_cls: 3.2592, loss: 3.2592, grad_norm: 0.9356 2020-08-17 11:52:25,573 - mmaction - INFO - Epoch [48][60/627] lr: 5.515e-01, eta: 2 days, 1:39:24, time: 1.247, data_time: 0.002, memory: 8470, top1_acc: 0.3099, top5_acc: 0.5573, loss_cls: 3.2062, loss: 3.2062, grad_norm: 0.9562 2020-08-17 11:52:52,269 - mmaction - INFO - Epoch [48][80/627] lr: 5.515e-01, eta: 2 days, 1:38:54, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.3013, top5_acc: 0.5456, loss_cls: 3.2573, loss: 3.2573, grad_norm: 0.9373 2020-08-17 11:53:19,339 - mmaction - INFO - Epoch [48][100/627] lr: 5.515e-01, eta: 2 days, 1:38:26, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.3069, top5_acc: 0.5637, loss_cls: 3.1910, loss: 3.1910, grad_norm: 0.9277 2020-08-17 11:53:47,766 - mmaction - INFO - Epoch [48][120/627] lr: 5.515e-01, eta: 2 days, 1:38:04, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5553, loss_cls: 3.1956, loss: 3.1956, grad_norm: 0.9469 2020-08-17 11:54:14,659 - mmaction - INFO - Epoch [48][140/627] lr: 5.515e-01, eta: 2 days, 1:37:35, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.3070, top5_acc: 0.5533, loss_cls: 3.2300, loss: 3.2300, grad_norm: 0.9415 2020-08-17 11:54:41,464 - mmaction - INFO - Epoch [48][160/627] lr: 5.515e-01, eta: 2 days, 1:37:05, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5533, loss_cls: 3.2412, loss: 3.2412, grad_norm: 0.9439 2020-08-17 11:55:06,748 - mmaction - INFO - Epoch [48][180/627] lr: 5.515e-01, eta: 2 days, 1:36:29, time: 1.267, data_time: 0.006, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5570, loss_cls: 3.2205, loss: 3.2205, grad_norm: 0.9395 2020-08-17 11:55:33,209 - mmaction - INFO - Epoch [48][200/627] lr: 5.515e-01, eta: 2 days, 1:35:58, time: 1.322, data_time: 0.003, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5632, loss_cls: 3.2006, loss: 3.2006, grad_norm: 0.9441 2020-08-17 11:56:00,955 - mmaction - INFO - Epoch [48][220/627] lr: 5.515e-01, eta: 2 days, 1:35:33, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5585, loss_cls: 3.2175, loss: 3.2175, grad_norm: 0.9657 2020-08-17 11:56:27,709 - mmaction - INFO - Epoch [48][240/627] lr: 5.515e-01, eta: 2 days, 1:35:03, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2601, loss: 3.2601, grad_norm: 0.9596 2020-08-17 11:56:53,968 - mmaction - INFO - Epoch [48][260/627] lr: 5.515e-01, eta: 2 days, 1:34:31, time: 1.316, data_time: 0.007, memory: 8470, top1_acc: 0.3003, top5_acc: 0.5501, loss_cls: 3.2329, loss: 3.2329, grad_norm: 0.9422 2020-08-17 11:57:21,101 - mmaction - INFO - Epoch [48][280/627] lr: 5.515e-01, eta: 2 days, 1:34:03, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5465, loss_cls: 3.2414, loss: 3.2414, grad_norm: 0.9460 2020-08-17 11:57:48,587 - mmaction - INFO - Epoch [48][300/627] lr: 5.515e-01, eta: 2 days, 1:33:37, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5479, loss_cls: 3.2467, loss: 3.2467, grad_norm: 0.9280 2020-08-17 11:58:13,781 - mmaction - INFO - Epoch [48][320/627] lr: 5.515e-01, eta: 2 days, 1:33:00, time: 1.261, data_time: 0.006, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5460, loss_cls: 3.2419, loss: 3.2419, grad_norm: 0.9491 2020-08-17 11:58:42,301 - mmaction - INFO - Epoch [48][340/627] lr: 5.515e-01, eta: 2 days, 1:32:38, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.2973, top5_acc: 0.5462, loss_cls: 3.2545, loss: 3.2545, grad_norm: 0.9470 2020-08-17 11:59:09,018 - mmaction - INFO - Epoch [48][360/627] lr: 5.515e-01, eta: 2 days, 1:32:08, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3057, top5_acc: 0.5573, loss_cls: 3.2253, loss: 3.2253, grad_norm: 0.9292 2020-08-17 11:59:34,620 - mmaction - INFO - Epoch [48][380/627] lr: 5.515e-01, eta: 2 days, 1:31:34, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.2969, top5_acc: 0.5462, loss_cls: 3.2674, loss: 3.2674, grad_norm: 0.9522 2020-08-17 12:00:00,198 - mmaction - INFO - Epoch [48][400/627] lr: 5.515e-01, eta: 2 days, 1:30:59, time: 1.279, data_time: 0.004, memory: 8470, top1_acc: 0.3007, top5_acc: 0.5467, loss_cls: 3.2575, loss: 3.2575, grad_norm: 0.9260 2020-08-17 12:00:30,595 - mmaction - INFO - Epoch [48][420/627] lr: 5.515e-01, eta: 2 days, 1:30:44, time: 1.508, data_time: 0.006, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5556, loss_cls: 3.2089, loss: 3.2089, grad_norm: 0.9619 2020-08-17 12:00:57,112 - mmaction - INFO - Epoch [48][440/627] lr: 5.515e-01, eta: 2 days, 1:30:15, time: 1.337, data_time: 0.021, memory: 8470, top1_acc: 0.2992, top5_acc: 0.5533, loss_cls: 3.2292, loss: 3.2292, grad_norm: 0.9461 2020-08-17 12:01:24,734 - mmaction - INFO - Epoch [48][460/627] lr: 5.515e-01, eta: 2 days, 1:29:49, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.3062, top5_acc: 0.5534, loss_cls: 3.2386, loss: 3.2386, grad_norm: 0.9597 2020-08-17 12:01:51,229 - mmaction - INFO - Epoch [48][480/627] lr: 5.515e-01, eta: 2 days, 1:29:18, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5535, loss_cls: 3.2406, loss: 3.2406, grad_norm: 0.9443 2020-08-17 12:02:19,352 - mmaction - INFO - Epoch [48][500/627] lr: 5.515e-01, eta: 2 days, 1:28:54, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3096, top5_acc: 0.5570, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9397 2020-08-17 12:02:45,271 - mmaction - INFO - Epoch [48][520/627] lr: 5.515e-01, eta: 2 days, 1:28:21, time: 1.297, data_time: 0.006, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5483, loss_cls: 3.2497, loss: 3.2497, grad_norm: 0.9395 2020-08-17 12:03:14,499 - mmaction - INFO - Epoch [48][540/627] lr: 5.515e-01, eta: 2 days, 1:28:02, time: 1.463, data_time: 0.003, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5500, loss_cls: 3.2303, loss: 3.2303, grad_norm: 0.9461 2020-08-17 12:03:42,961 - mmaction - INFO - Epoch [48][560/627] lr: 5.515e-01, eta: 2 days, 1:27:40, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5514, loss_cls: 3.2663, loss: 3.2663, grad_norm: 0.9346 2020-08-17 12:04:11,288 - mmaction - INFO - Epoch [48][580/627] lr: 5.515e-01, eta: 2 days, 1:27:17, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3099, top5_acc: 0.5582, loss_cls: 3.2108, loss: 3.2108, grad_norm: 0.9730 2020-08-17 12:04:39,767 - mmaction - INFO - Epoch [48][600/627] lr: 5.515e-01, eta: 2 days, 1:26:55, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.2964, top5_acc: 0.5477, loss_cls: 3.2666, loss: 3.2666, grad_norm: 0.9408 2020-08-17 12:05:07,701 - mmaction - INFO - Epoch [48][620/627] lr: 5.515e-01, eta: 2 days, 1:26:31, time: 1.397, data_time: 0.004, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2666, loss: 3.2666, grad_norm: 0.9428 2020-08-17 12:05:16,740 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-17 12:05:50,423 - mmaction - INFO - Epoch [49][20/627] lr: 5.494e-01, eta: 2 days, 1:25:33, time: 1.599, data_time: 0.430, memory: 8470, top1_acc: 0.2993, top5_acc: 0.5419, loss_cls: 3.2933, loss: 3.2933, grad_norm: 0.9659 2020-08-17 12:06:17,090 - mmaction - INFO - Epoch [49][40/627] lr: 5.494e-01, eta: 2 days, 1:25:03, time: 1.336, data_time: 0.007, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5566, loss_cls: 3.2071, loss: 3.2071, grad_norm: 0.9210 2020-08-17 12:06:46,029 - mmaction - INFO - Epoch [49][60/627] lr: 5.494e-01, eta: 2 days, 1:24:43, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3124, top5_acc: 0.5687, loss_cls: 3.1761, loss: 3.1761, grad_norm: 0.9502 2020-08-17 12:07:13,193 - mmaction - INFO - Epoch [49][80/627] lr: 5.494e-01, eta: 2 days, 1:24:15, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5487, loss_cls: 3.2414, loss: 3.2414, grad_norm: 0.9430 2020-08-17 12:07:42,402 - mmaction - INFO - Epoch [49][100/627] lr: 5.494e-01, eta: 2 days, 1:23:56, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.2999, top5_acc: 0.5520, loss_cls: 3.2223, loss: 3.2223, grad_norm: 0.9596 2020-08-17 12:08:11,279 - mmaction - INFO - Epoch [49][120/627] lr: 5.494e-01, eta: 2 days, 1:23:36, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5596, loss_cls: 3.2105, loss: 3.2105, grad_norm: 0.9446 2020-08-17 12:08:41,739 - mmaction - INFO - Epoch [49][140/627] lr: 5.494e-01, eta: 2 days, 1:23:22, time: 1.522, data_time: 0.005, memory: 8470, top1_acc: 0.3052, top5_acc: 0.5501, loss_cls: 3.2215, loss: 3.2215, grad_norm: 0.9368 2020-08-17 12:09:10,702 - mmaction - INFO - Epoch [49][160/627] lr: 5.494e-01, eta: 2 days, 1:23:02, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5599, loss_cls: 3.2108, loss: 3.2108, grad_norm: 0.9595 2020-08-17 12:09:40,046 - mmaction - INFO - Epoch [49][180/627] lr: 5.494e-01, eta: 2 days, 1:22:43, time: 1.465, data_time: 0.004, memory: 8470, top1_acc: 0.2996, top5_acc: 0.5512, loss_cls: 3.2721, loss: 3.2721, grad_norm: 0.9595 2020-08-17 12:10:09,365 - mmaction - INFO - Epoch [49][200/627] lr: 5.494e-01, eta: 2 days, 1:22:25, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.2879, top5_acc: 0.5512, loss_cls: 3.2366, loss: 3.2366, grad_norm: 0.9535 2020-08-17 12:10:39,397 - mmaction - INFO - Epoch [49][220/627] lr: 5.494e-01, eta: 2 days, 1:22:09, time: 1.502, data_time: 0.002, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5556, loss_cls: 3.2307, loss: 3.2307, grad_norm: 0.9519 2020-08-17 12:11:08,604 - mmaction - INFO - Epoch [49][240/627] lr: 5.494e-01, eta: 2 days, 1:21:50, time: 1.459, data_time: 0.004, memory: 8470, top1_acc: 0.3036, top5_acc: 0.5565, loss_cls: 3.2146, loss: 3.2146, grad_norm: 0.9513 2020-08-17 12:11:38,309 - mmaction - INFO - Epoch [49][260/627] lr: 5.494e-01, eta: 2 days, 1:21:33, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5503, loss_cls: 3.2326, loss: 3.2326, grad_norm: 0.9423 2020-08-17 12:12:07,498 - mmaction - INFO - Epoch [49][280/627] lr: 5.494e-01, eta: 2 days, 1:21:14, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.2971, top5_acc: 0.5428, loss_cls: 3.2643, loss: 3.2643, grad_norm: 0.9496 2020-08-17 12:12:37,460 - mmaction - INFO - Epoch [49][300/627] lr: 5.494e-01, eta: 2 days, 1:20:58, time: 1.499, data_time: 0.005, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5656, loss_cls: 3.1915, loss: 3.1915, grad_norm: 0.9321 2020-08-17 12:13:07,214 - mmaction - INFO - Epoch [49][320/627] lr: 5.494e-01, eta: 2 days, 1:20:41, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3065, top5_acc: 0.5574, loss_cls: 3.2183, loss: 3.2183, grad_norm: 0.9442 2020-08-17 12:13:36,389 - mmaction - INFO - Epoch [49][340/627] lr: 5.494e-01, eta: 2 days, 1:20:22, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5518, loss_cls: 3.2376, loss: 3.2376, grad_norm: 0.9422 2020-08-17 12:14:06,320 - mmaction - INFO - Epoch [49][360/627] lr: 5.494e-01, eta: 2 days, 1:20:05, time: 1.496, data_time: 0.002, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5577, loss_cls: 3.2156, loss: 3.2156, grad_norm: 0.9574 2020-08-17 12:14:35,162 - mmaction - INFO - Epoch [49][380/627] lr: 5.494e-01, eta: 2 days, 1:19:45, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.2962, top5_acc: 0.5493, loss_cls: 3.2184, loss: 3.2184, grad_norm: 0.9371 2020-08-17 12:15:04,105 - mmaction - INFO - Epoch [49][400/627] lr: 5.494e-01, eta: 2 days, 1:19:24, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5447, loss_cls: 3.2236, loss: 3.2236, grad_norm: 0.9449 2020-08-17 12:15:33,335 - mmaction - INFO - Epoch [49][420/627] lr: 5.494e-01, eta: 2 days, 1:19:05, time: 1.460, data_time: 0.002, memory: 8470, top1_acc: 0.3103, top5_acc: 0.5530, loss_cls: 3.2183, loss: 3.2183, grad_norm: 0.9430 2020-08-17 12:16:03,371 - mmaction - INFO - Epoch [49][440/627] lr: 5.494e-01, eta: 2 days, 1:18:49, time: 1.504, data_time: 0.005, memory: 8470, top1_acc: 0.2896, top5_acc: 0.5397, loss_cls: 3.3053, loss: 3.3053, grad_norm: 0.9553 2020-08-17 12:16:33,176 - mmaction - INFO - Epoch [49][460/627] lr: 5.494e-01, eta: 2 days, 1:18:32, time: 1.487, data_time: 0.006, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5449, loss_cls: 3.2718, loss: 3.2718, grad_norm: 0.9285 2020-08-17 12:17:01,896 - mmaction - INFO - Epoch [49][480/627] lr: 5.494e-01, eta: 2 days, 1:18:11, time: 1.439, data_time: 0.007, memory: 8470, top1_acc: 0.3098, top5_acc: 0.5495, loss_cls: 3.2424, loss: 3.2424, grad_norm: 0.9181 2020-08-17 12:17:30,847 - mmaction - INFO - Epoch [49][500/627] lr: 5.494e-01, eta: 2 days, 1:17:51, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5503, loss_cls: 3.2333, loss: 3.2333, grad_norm: 0.9312 2020-08-17 12:17:58,524 - mmaction - INFO - Epoch [49][520/627] lr: 5.494e-01, eta: 2 days, 1:17:25, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3057, top5_acc: 0.5596, loss_cls: 3.2157, loss: 3.2157, grad_norm: 0.9583 2020-08-17 12:18:26,982 - mmaction - INFO - Epoch [49][540/627] lr: 5.494e-01, eta: 2 days, 1:17:02, time: 1.421, data_time: 0.002, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5542, loss_cls: 3.2318, loss: 3.2318, grad_norm: 0.9648 2020-08-17 12:18:54,772 - mmaction - INFO - Epoch [49][560/627] lr: 5.494e-01, eta: 2 days, 1:16:37, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5609, loss_cls: 3.2123, loss: 3.2123, grad_norm: 0.9549 2020-08-17 12:19:23,367 - mmaction - INFO - Epoch [49][580/627] lr: 5.494e-01, eta: 2 days, 1:16:15, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5436, loss_cls: 3.2515, loss: 3.2515, grad_norm: 0.9480 2020-08-17 12:19:51,877 - mmaction - INFO - Epoch [49][600/627] lr: 5.494e-01, eta: 2 days, 1:15:53, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5477, loss_cls: 3.2480, loss: 3.2480, grad_norm: 0.9331 2020-08-17 12:20:20,614 - mmaction - INFO - Epoch [49][620/627] lr: 5.494e-01, eta: 2 days, 1:15:32, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5473, loss_cls: 3.2550, loss: 3.2550, grad_norm: 0.9573 2020-08-17 12:21:00,865 - mmaction - INFO - Epoch [50][20/627] lr: 5.474e-01, eta: 2 days, 1:14:32, time: 1.579, data_time: 0.401, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5577, loss_cls: 3.1978, loss: 3.1978, grad_norm: 0.9443 2020-08-17 12:21:28,192 - mmaction - INFO - Epoch [50][40/627] lr: 5.474e-01, eta: 2 days, 1:14:05, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5607, loss_cls: 3.1809, loss: 3.1809, grad_norm: 0.9636 2020-08-17 12:21:56,641 - mmaction - INFO - Epoch [50][60/627] lr: 5.474e-01, eta: 2 days, 1:13:42, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3007, top5_acc: 0.5523, loss_cls: 3.2401, loss: 3.2401, grad_norm: 0.9553 2020-08-17 12:22:22,738 - mmaction - INFO - Epoch [50][80/627] lr: 5.474e-01, eta: 2 days, 1:13:10, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3036, top5_acc: 0.5479, loss_cls: 3.2606, loss: 3.2606, grad_norm: 0.9661 2020-08-17 12:22:49,414 - mmaction - INFO - Epoch [50][100/627] lr: 5.474e-01, eta: 2 days, 1:12:40, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.3022, top5_acc: 0.5495, loss_cls: 3.2434, loss: 3.2434, grad_norm: 0.9288 2020-08-17 12:23:15,928 - mmaction - INFO - Epoch [50][120/627] lr: 5.474e-01, eta: 2 days, 1:12:09, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5615, loss_cls: 3.1700, loss: 3.1700, grad_norm: 0.9501 2020-08-17 12:23:42,672 - mmaction - INFO - Epoch [50][140/627] lr: 5.474e-01, eta: 2 days, 1:11:39, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.3044, top5_acc: 0.5564, loss_cls: 3.2090, loss: 3.2090, grad_norm: 0.9661 2020-08-17 12:24:08,903 - mmaction - INFO - Epoch [50][160/627] lr: 5.474e-01, eta: 2 days, 1:11:08, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.2945, top5_acc: 0.5402, loss_cls: 3.2693, loss: 3.2693, grad_norm: 0.9485 2020-08-17 12:24:36,328 - mmaction - INFO - Epoch [50][180/627] lr: 5.474e-01, eta: 2 days, 1:10:41, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3092, top5_acc: 0.5497, loss_cls: 3.2370, loss: 3.2370, grad_norm: 0.9473 2020-08-17 12:25:03,000 - mmaction - INFO - Epoch [50][200/627] lr: 5.474e-01, eta: 2 days, 1:10:11, time: 1.334, data_time: 0.004, memory: 8470, top1_acc: 0.3044, top5_acc: 0.5569, loss_cls: 3.2314, loss: 3.2314, grad_norm: 0.9454 2020-08-17 12:25:29,658 - mmaction - INFO - Epoch [50][220/627] lr: 5.474e-01, eta: 2 days, 1:09:41, time: 1.333, data_time: 0.002, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5526, loss_cls: 3.2220, loss: 3.2220, grad_norm: 0.9442 2020-08-17 12:25:55,974 - mmaction - INFO - Epoch [50][240/627] lr: 5.474e-01, eta: 2 days, 1:09:09, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.3009, top5_acc: 0.5553, loss_cls: 3.2164, loss: 3.2164, grad_norm: 0.9461 2020-08-17 12:26:22,370 - mmaction - INFO - Epoch [50][260/627] lr: 5.474e-01, eta: 2 days, 1:08:38, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.3068, top5_acc: 0.5465, loss_cls: 3.2665, loss: 3.2665, grad_norm: 0.9523 2020-08-17 12:26:49,420 - mmaction - INFO - Epoch [50][280/627] lr: 5.474e-01, eta: 2 days, 1:08:09, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2260, loss: 3.2260, grad_norm: 0.9605 2020-08-17 12:27:16,882 - mmaction - INFO - Epoch [50][300/627] lr: 5.474e-01, eta: 2 days, 1:07:43, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5526, loss_cls: 3.2419, loss: 3.2419, grad_norm: 0.9525 2020-08-17 12:27:43,507 - mmaction - INFO - Epoch [50][320/627] lr: 5.474e-01, eta: 2 days, 1:07:13, time: 1.333, data_time: 0.009, memory: 8470, top1_acc: 0.3048, top5_acc: 0.5589, loss_cls: 3.2099, loss: 3.2099, grad_norm: 0.9523 2020-08-17 12:28:10,547 - mmaction - INFO - Epoch [50][340/627] lr: 5.474e-01, eta: 2 days, 1:06:44, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5656, loss_cls: 3.1823, loss: 3.1823, grad_norm: 0.9316 2020-08-17 12:28:38,179 - mmaction - INFO - Epoch [50][360/627] lr: 5.474e-01, eta: 2 days, 1:06:18, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.3007, top5_acc: 0.5538, loss_cls: 3.2551, loss: 3.2551, grad_norm: 0.9456 2020-08-17 12:29:06,854 - mmaction - INFO - Epoch [50][380/627] lr: 5.474e-01, eta: 2 days, 1:05:56, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.3098, top5_acc: 0.5595, loss_cls: 3.1979, loss: 3.1979, grad_norm: 0.9471 2020-08-17 12:29:32,827 - mmaction - INFO - Epoch [50][400/627] lr: 5.474e-01, eta: 2 days, 1:05:24, time: 1.299, data_time: 0.005, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5546, loss_cls: 3.2066, loss: 3.2066, grad_norm: 0.9539 2020-08-17 12:30:00,184 - mmaction - INFO - Epoch [50][420/627] lr: 5.474e-01, eta: 2 days, 1:04:56, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5566, loss_cls: 3.2166, loss: 3.2166, grad_norm: 0.9553 2020-08-17 12:30:26,548 - mmaction - INFO - Epoch [50][440/627] lr: 5.474e-01, eta: 2 days, 1:04:25, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2155, loss: 3.2155, grad_norm: 0.9502 2020-08-17 12:30:53,511 - mmaction - INFO - Epoch [50][460/627] lr: 5.474e-01, eta: 2 days, 1:03:56, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.3039, top5_acc: 0.5441, loss_cls: 3.2453, loss: 3.2453, grad_norm: 0.9362 2020-08-17 12:31:20,779 - mmaction - INFO - Epoch [50][480/627] lr: 5.474e-01, eta: 2 days, 1:03:29, time: 1.367, data_time: 0.007, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5453, loss_cls: 3.2595, loss: 3.2595, grad_norm: 0.9527 2020-08-17 12:31:47,595 - mmaction - INFO - Epoch [50][500/627] lr: 5.474e-01, eta: 2 days, 1:02:59, time: 1.340, data_time: 0.002, memory: 8470, top1_acc: 0.2945, top5_acc: 0.5464, loss_cls: 3.2796, loss: 3.2796, grad_norm: 0.9556 2020-08-17 12:32:14,169 - mmaction - INFO - Epoch [50][520/627] lr: 5.474e-01, eta: 2 days, 1:02:29, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.3091, top5_acc: 0.5492, loss_cls: 3.2180, loss: 3.2180, grad_norm: 0.9460 2020-08-17 12:32:42,285 - mmaction - INFO - Epoch [50][540/627] lr: 5.474e-01, eta: 2 days, 1:02:05, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.2999, top5_acc: 0.5585, loss_cls: 3.2331, loss: 3.2331, grad_norm: 0.9443 2020-08-17 12:33:10,675 - mmaction - INFO - Epoch [50][560/627] lr: 5.474e-01, eta: 2 days, 1:01:42, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5522, loss_cls: 3.2382, loss: 3.2382, grad_norm: 0.9492 2020-08-17 12:33:38,486 - mmaction - INFO - Epoch [50][580/627] lr: 5.474e-01, eta: 2 days, 1:01:17, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5592, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9354 2020-08-17 12:34:05,836 - mmaction - INFO - Epoch [50][600/627] lr: 5.474e-01, eta: 2 days, 1:00:50, time: 1.365, data_time: 0.004, memory: 8470, top1_acc: 0.3012, top5_acc: 0.5592, loss_cls: 3.2130, loss: 3.2130, grad_norm: 0.9468 2020-08-17 12:34:34,266 - mmaction - INFO - Epoch [50][620/627] lr: 5.474e-01, eta: 2 days, 1:00:27, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.2961, top5_acc: 0.5426, loss_cls: 3.2710, loss: 3.2710, grad_norm: 0.9522 2020-08-17 12:35:14,467 - mmaction - INFO - Epoch [51][20/627] lr: 5.453e-01, eta: 2 days, 0:59:27, time: 1.565, data_time: 0.381, memory: 8470, top1_acc: 0.3005, top5_acc: 0.5471, loss_cls: 3.2577, loss: 3.2577, grad_norm: 0.9397 2020-08-17 12:35:40,879 - mmaction - INFO - Epoch [51][40/627] lr: 5.453e-01, eta: 2 days, 0:58:56, time: 1.321, data_time: 0.004, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5594, loss_cls: 3.1871, loss: 3.1871, grad_norm: 0.9532 2020-08-17 12:36:08,894 - mmaction - INFO - Epoch [51][60/627] lr: 5.453e-01, eta: 2 days, 0:58:32, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5581, loss_cls: 3.2089, loss: 3.2089, grad_norm: 0.9488 2020-08-17 12:36:36,607 - mmaction - INFO - Epoch [51][80/627] lr: 5.453e-01, eta: 2 days, 0:58:06, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.2993, top5_acc: 0.5555, loss_cls: 3.2197, loss: 3.2197, grad_norm: 0.9582 2020-08-17 12:37:03,770 - mmaction - INFO - Epoch [51][100/627] lr: 5.453e-01, eta: 2 days, 0:57:38, time: 1.356, data_time: 0.004, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5586, loss_cls: 3.2137, loss: 3.2137, grad_norm: 0.9335 2020-08-17 12:37:31,979 - mmaction - INFO - Epoch [51][120/627] lr: 5.453e-01, eta: 2 days, 0:57:15, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3098, top5_acc: 0.5710, loss_cls: 3.1868, loss: 3.1868, grad_norm: 0.9397 2020-08-17 12:37:58,540 - mmaction - INFO - Epoch [51][140/627] lr: 5.453e-01, eta: 2 days, 0:56:44, time: 1.326, data_time: 0.004, memory: 8470, top1_acc: 0.3063, top5_acc: 0.5565, loss_cls: 3.1964, loss: 3.1964, grad_norm: 0.9674 2020-08-17 12:38:25,348 - mmaction - INFO - Epoch [51][160/627] lr: 5.453e-01, eta: 2 days, 0:56:15, time: 1.341, data_time: 0.007, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5536, loss_cls: 3.2368, loss: 3.2368, grad_norm: 0.9675 2020-08-17 12:38:53,690 - mmaction - INFO - Epoch [51][180/627] lr: 5.453e-01, eta: 2 days, 0:55:52, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5607, loss_cls: 3.1692, loss: 3.1692, grad_norm: 0.9583 2020-08-17 12:39:20,793 - mmaction - INFO - Epoch [51][200/627] lr: 5.453e-01, eta: 2 days, 0:55:23, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5534, loss_cls: 3.2414, loss: 3.2414, grad_norm: 0.9422 2020-08-17 12:39:46,564 - mmaction - INFO - Epoch [51][220/627] lr: 5.453e-01, eta: 2 days, 0:54:50, time: 1.291, data_time: 0.006, memory: 8470, top1_acc: 0.3012, top5_acc: 0.5526, loss_cls: 3.2153, loss: 3.2153, grad_norm: 0.9350 2020-08-17 12:40:15,353 - mmaction - INFO - Epoch [51][240/627] lr: 5.453e-01, eta: 2 days, 0:54:28, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5534, loss_cls: 3.2191, loss: 3.2191, grad_norm: 0.9504 2020-08-17 12:40:42,684 - mmaction - INFO - Epoch [51][260/627] lr: 5.453e-01, eta: 2 days, 0:54:01, time: 1.370, data_time: 0.007, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5598, loss_cls: 3.2053, loss: 3.2053, grad_norm: 0.9354 2020-08-17 12:41:10,921 - mmaction - INFO - Epoch [51][280/627] lr: 5.453e-01, eta: 2 days, 0:53:38, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.2996, top5_acc: 0.5488, loss_cls: 3.2349, loss: 3.2349, grad_norm: 0.9585 2020-08-17 12:41:38,829 - mmaction - INFO - Epoch [51][300/627] lr: 5.453e-01, eta: 2 days, 0:53:13, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3035, top5_acc: 0.5440, loss_cls: 3.2383, loss: 3.2383, grad_norm: 0.9397 2020-08-17 12:42:05,306 - mmaction - INFO - Epoch [51][320/627] lr: 5.453e-01, eta: 2 days, 0:52:42, time: 1.323, data_time: 0.002, memory: 8470, top1_acc: 0.2960, top5_acc: 0.5488, loss_cls: 3.2621, loss: 3.2621, grad_norm: 0.9516 2020-08-17 12:42:34,014 - mmaction - INFO - Epoch [51][340/627] lr: 5.453e-01, eta: 2 days, 0:52:20, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3017, top5_acc: 0.5517, loss_cls: 3.2256, loss: 3.2256, grad_norm: 0.9548 2020-08-17 12:43:00,830 - mmaction - INFO - Epoch [51][360/627] lr: 5.453e-01, eta: 2 days, 0:51:51, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5543, loss_cls: 3.2394, loss: 3.2394, grad_norm: 0.9467 2020-08-17 12:43:27,531 - mmaction - INFO - Epoch [51][380/627] lr: 5.453e-01, eta: 2 days, 0:51:21, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5517, loss_cls: 3.2322, loss: 3.2322, grad_norm: 0.9364 2020-08-17 12:43:55,996 - mmaction - INFO - Epoch [51][400/627] lr: 5.453e-01, eta: 2 days, 0:50:59, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3017, top5_acc: 0.5548, loss_cls: 3.2411, loss: 3.2411, grad_norm: 0.9554 2020-08-17 12:44:25,126 - mmaction - INFO - Epoch [51][420/627] lr: 5.453e-01, eta: 2 days, 0:50:39, time: 1.454, data_time: 0.002, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5526, loss_cls: 3.2352, loss: 3.2352, grad_norm: 0.9576 2020-08-17 12:44:51,573 - mmaction - INFO - Epoch [51][440/627] lr: 5.453e-01, eta: 2 days, 0:50:08, time: 1.324, data_time: 0.007, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5510, loss_cls: 3.2246, loss: 3.2246, grad_norm: 0.9319 2020-08-17 12:45:19,083 - mmaction - INFO - Epoch [51][460/627] lr: 5.453e-01, eta: 2 days, 0:49:41, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5635, loss_cls: 3.1959, loss: 3.1959, grad_norm: 0.9673 2020-08-17 12:45:46,385 - mmaction - INFO - Epoch [51][480/627] lr: 5.453e-01, eta: 2 days, 0:49:14, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5434, loss_cls: 3.2354, loss: 3.2354, grad_norm: 0.9550 2020-08-17 12:46:14,660 - mmaction - INFO - Epoch [51][500/627] lr: 5.453e-01, eta: 2 days, 0:48:50, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5576, loss_cls: 3.2265, loss: 3.2265, grad_norm: 0.9484 2020-08-17 12:46:41,400 - mmaction - INFO - Epoch [51][520/627] lr: 5.453e-01, eta: 2 days, 0:48:21, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5599, loss_cls: 3.1990, loss: 3.1990, grad_norm: 0.9489 2020-08-17 12:47:09,209 - mmaction - INFO - Epoch [51][540/627] lr: 5.453e-01, eta: 2 days, 0:47:55, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5507, loss_cls: 3.2364, loss: 3.2364, grad_norm: 0.9424 2020-08-17 12:47:36,193 - mmaction - INFO - Epoch [51][560/627] lr: 5.453e-01, eta: 2 days, 0:47:27, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.3001, top5_acc: 0.5500, loss_cls: 3.2151, loss: 3.2151, grad_norm: 0.9401 2020-08-17 12:48:04,003 - mmaction - INFO - Epoch [51][580/627] lr: 5.453e-01, eta: 2 days, 0:47:02, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5539, loss_cls: 3.2150, loss: 3.2150, grad_norm: 0.9583 2020-08-17 12:48:31,447 - mmaction - INFO - Epoch [51][600/627] lr: 5.453e-01, eta: 2 days, 0:46:35, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3042, loss: 3.3042, grad_norm: 0.9467 2020-08-17 12:48:58,656 - mmaction - INFO - Epoch [51][620/627] lr: 5.453e-01, eta: 2 days, 0:46:07, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5574, loss_cls: 3.1697, loss: 3.1697, grad_norm: 0.9519 2020-08-17 12:49:38,798 - mmaction - INFO - Epoch [52][20/627] lr: 5.431e-01, eta: 2 days, 0:45:07, time: 1.561, data_time: 0.397, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5542, loss_cls: 3.2440, loss: 3.2440, grad_norm: 0.9590 2020-08-17 12:50:05,387 - mmaction - INFO - Epoch [52][40/627] lr: 5.431e-01, eta: 2 days, 0:44:37, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5465, loss_cls: 3.2390, loss: 3.2390, grad_norm: 0.9566 2020-08-17 12:50:34,372 - mmaction - INFO - Epoch [52][60/627] lr: 5.431e-01, eta: 2 days, 0:44:16, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5573, loss_cls: 3.1971, loss: 3.1971, grad_norm: 0.9575 2020-08-17 12:51:01,318 - mmaction - INFO - Epoch [52][80/627] lr: 5.431e-01, eta: 2 days, 0:43:48, time: 1.349, data_time: 0.004, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5579, loss_cls: 3.1974, loss: 3.1974, grad_norm: 0.9478 2020-08-17 12:51:29,368 - mmaction - INFO - Epoch [52][100/627] lr: 5.431e-01, eta: 2 days, 0:43:23, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5574, loss_cls: 3.2105, loss: 3.2105, grad_norm: 0.9564 2020-08-17 12:51:56,365 - mmaction - INFO - Epoch [52][120/627] lr: 5.431e-01, eta: 2 days, 0:42:55, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.2986, top5_acc: 0.5477, loss_cls: 3.2821, loss: 3.2821, grad_norm: 0.9412 2020-08-17 12:52:23,215 - mmaction - INFO - Epoch [52][140/627] lr: 5.431e-01, eta: 2 days, 0:42:26, time: 1.343, data_time: 0.002, memory: 8470, top1_acc: 0.3092, top5_acc: 0.5557, loss_cls: 3.2269, loss: 3.2269, grad_norm: 0.9339 2020-08-17 12:52:51,321 - mmaction - INFO - Epoch [52][160/627] lr: 5.431e-01, eta: 2 days, 0:42:02, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5529, loss_cls: 3.2320, loss: 3.2320, grad_norm: 0.9249 2020-08-17 12:53:19,682 - mmaction - INFO - Epoch [52][180/627] lr: 5.431e-01, eta: 2 days, 0:41:38, time: 1.419, data_time: 0.004, memory: 8470, top1_acc: 0.3098, top5_acc: 0.5622, loss_cls: 3.2027, loss: 3.2027, grad_norm: 0.9465 2020-08-17 12:53:46,856 - mmaction - INFO - Epoch [52][200/627] lr: 5.431e-01, eta: 2 days, 0:41:11, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.2986, top5_acc: 0.5461, loss_cls: 3.2410, loss: 3.2410, grad_norm: 0.9641 2020-08-17 12:54:12,819 - mmaction - INFO - Epoch [52][220/627] lr: 5.431e-01, eta: 2 days, 0:40:38, time: 1.299, data_time: 0.005, memory: 8470, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1875, loss: 3.1875, grad_norm: 0.9554 2020-08-17 12:54:38,749 - mmaction - INFO - Epoch [52][240/627] lr: 5.431e-01, eta: 2 days, 0:40:05, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.3031, top5_acc: 0.5605, loss_cls: 3.1900, loss: 3.1900, grad_norm: 0.9503 2020-08-17 12:55:05,299 - mmaction - INFO - Epoch [52][260/627] lr: 5.431e-01, eta: 2 days, 0:39:35, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.3048, top5_acc: 0.5525, loss_cls: 3.2509, loss: 3.2509, grad_norm: 0.9536 2020-08-17 12:55:32,799 - mmaction - INFO - Epoch [52][280/627] lr: 5.431e-01, eta: 2 days, 0:39:08, time: 1.374, data_time: 0.002, memory: 8470, top1_acc: 0.2863, top5_acc: 0.5467, loss_cls: 3.2523, loss: 3.2523, grad_norm: 0.9650 2020-08-17 12:55:59,235 - mmaction - INFO - Epoch [52][300/627] lr: 5.431e-01, eta: 2 days, 0:38:37, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.3004, top5_acc: 0.5557, loss_cls: 3.2391, loss: 3.2391, grad_norm: 0.9599 2020-08-17 12:56:24,335 - mmaction - INFO - Epoch [52][320/627] lr: 5.431e-01, eta: 2 days, 0:38:01, time: 1.258, data_time: 0.006, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5598, loss_cls: 3.2239, loss: 3.2239, grad_norm: 0.9305 2020-08-17 12:56:53,524 - mmaction - INFO - Epoch [52][340/627] lr: 5.431e-01, eta: 2 days, 0:37:41, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5557, loss_cls: 3.2266, loss: 3.2266, grad_norm: 0.9556 2020-08-17 12:57:19,614 - mmaction - INFO - Epoch [52][360/627] lr: 5.431e-01, eta: 2 days, 0:37:09, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5547, loss_cls: 3.2217, loss: 3.2217, grad_norm: 0.9464 2020-08-17 12:57:47,388 - mmaction - INFO - Epoch [52][380/627] lr: 5.431e-01, eta: 2 days, 0:36:44, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5569, loss_cls: 3.2132, loss: 3.2132, grad_norm: 0.9563 2020-08-17 12:58:13,869 - mmaction - INFO - Epoch [52][400/627] lr: 5.431e-01, eta: 2 days, 0:36:13, time: 1.324, data_time: 0.003, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5487, loss_cls: 3.2501, loss: 3.2501, grad_norm: 0.9507 2020-08-17 12:58:41,008 - mmaction - INFO - Epoch [52][420/627] lr: 5.431e-01, eta: 2 days, 0:35:45, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5496, loss_cls: 3.2424, loss: 3.2424, grad_norm: 0.9498 2020-08-17 12:59:07,953 - mmaction - INFO - Epoch [52][440/627] lr: 5.431e-01, eta: 2 days, 0:35:16, time: 1.351, data_time: 0.007, memory: 8470, top1_acc: 0.3090, top5_acc: 0.5566, loss_cls: 3.2067, loss: 3.2067, grad_norm: 0.9498 2020-08-17 12:59:34,677 - mmaction - INFO - Epoch [52][460/627] lr: 5.431e-01, eta: 2 days, 0:34:47, time: 1.336, data_time: 0.002, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5570, loss_cls: 3.2256, loss: 3.2256, grad_norm: 0.9469 2020-08-17 13:00:01,023 - mmaction - INFO - Epoch [52][480/627] lr: 5.431e-01, eta: 2 days, 0:34:16, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5671, loss_cls: 3.1728, loss: 3.1728, grad_norm: 0.9471 2020-08-17 13:00:30,565 - mmaction - INFO - Epoch [52][500/627] lr: 5.431e-01, eta: 2 days, 0:33:56, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5572, loss_cls: 3.1959, loss: 3.1959, grad_norm: 0.9460 2020-08-17 13:00:56,890 - mmaction - INFO - Epoch [52][520/627] lr: 5.431e-01, eta: 2 days, 0:33:26, time: 1.324, data_time: 0.022, memory: 8470, top1_acc: 0.2948, top5_acc: 0.5490, loss_cls: 3.2586, loss: 3.2586, grad_norm: 0.9662 2020-08-17 13:01:24,631 - mmaction - INFO - Epoch [52][540/627] lr: 5.431e-01, eta: 2 days, 0:33:00, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3135, top5_acc: 0.5635, loss_cls: 3.1704, loss: 3.1704, grad_norm: 0.9310 2020-08-17 13:01:50,463 - mmaction - INFO - Epoch [52][560/627] lr: 5.431e-01, eta: 2 days, 0:32:27, time: 1.292, data_time: 0.003, memory: 8470, top1_acc: 0.3000, top5_acc: 0.5518, loss_cls: 3.2372, loss: 3.2372, grad_norm: 0.9580 2020-08-17 13:02:17,640 - mmaction - INFO - Epoch [52][580/627] lr: 5.431e-01, eta: 2 days, 0:31:59, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5484, loss_cls: 3.2350, loss: 3.2350, grad_norm: 0.9365 2020-08-17 13:02:45,078 - mmaction - INFO - Epoch [52][600/627] lr: 5.431e-01, eta: 2 days, 0:31:33, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.3043, top5_acc: 0.5583, loss_cls: 3.2397, loss: 3.2397, grad_norm: 0.9520 2020-08-17 13:03:11,735 - mmaction - INFO - Epoch [52][620/627] lr: 5.431e-01, eta: 2 days, 0:31:03, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5491, loss_cls: 3.2299, loss: 3.2299, grad_norm: 0.9457 2020-08-17 13:03:20,377 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-17 13:03:53,314 - mmaction - INFO - Epoch [53][20/627] lr: 5.410e-01, eta: 2 days, 0:30:08, time: 1.616, data_time: 0.497, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5582, loss_cls: 3.1971, loss: 3.1971, grad_norm: 0.9569 2020-08-17 13:04:20,073 - mmaction - INFO - Epoch [53][40/627] lr: 5.410e-01, eta: 2 days, 0:29:38, time: 1.337, data_time: 0.002, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5591, loss_cls: 3.2130, loss: 3.2130, grad_norm: 0.9538 2020-08-17 13:04:46,860 - mmaction - INFO - Epoch [53][60/627] lr: 5.410e-01, eta: 2 days, 0:29:09, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5611, loss_cls: 3.2034, loss: 3.2034, grad_norm: 0.9796 2020-08-17 13:05:14,125 - mmaction - INFO - Epoch [53][80/627] lr: 5.410e-01, eta: 2 days, 0:28:42, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5561, loss_cls: 3.2134, loss: 3.2134, grad_norm: 0.9703 2020-08-17 13:05:43,086 - mmaction - INFO - Epoch [53][100/627] lr: 5.410e-01, eta: 2 days, 0:28:21, time: 1.449, data_time: 0.004, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5656, loss_cls: 3.1939, loss: 3.1939, grad_norm: 0.9528 2020-08-17 13:06:10,733 - mmaction - INFO - Epoch [53][120/627] lr: 5.410e-01, eta: 2 days, 0:27:55, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.3099, top5_acc: 0.5595, loss_cls: 3.1993, loss: 3.1993, grad_norm: 0.9519 2020-08-17 13:06:39,010 - mmaction - INFO - Epoch [53][140/627] lr: 5.410e-01, eta: 2 days, 0:27:31, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5569, loss_cls: 3.2185, loss: 3.2185, grad_norm: 0.9551 2020-08-17 13:07:07,630 - mmaction - INFO - Epoch [53][160/627] lr: 5.410e-01, eta: 2 days, 0:27:09, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5503, loss_cls: 3.2428, loss: 3.2428, grad_norm: 0.9425 2020-08-17 13:07:35,093 - mmaction - INFO - Epoch [53][180/627] lr: 5.410e-01, eta: 2 days, 0:26:42, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3155, top5_acc: 0.5612, loss_cls: 3.1974, loss: 3.1974, grad_norm: 0.9394 2020-08-17 13:08:02,925 - mmaction - INFO - Epoch [53][200/627] lr: 5.410e-01, eta: 2 days, 0:26:17, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5669, loss_cls: 3.1544, loss: 3.1544, grad_norm: 0.9538 2020-08-17 13:08:31,257 - mmaction - INFO - Epoch [53][220/627] lr: 5.410e-01, eta: 2 days, 0:25:54, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5533, loss_cls: 3.2398, loss: 3.2398, grad_norm: 0.9706 2020-08-17 13:08:59,134 - mmaction - INFO - Epoch [53][240/627] lr: 5.410e-01, eta: 2 days, 0:25:29, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 3.1937, loss: 3.1937, grad_norm: 0.9557 2020-08-17 13:09:26,321 - mmaction - INFO - Epoch [53][260/627] lr: 5.410e-01, eta: 2 days, 0:25:01, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5517, loss_cls: 3.2561, loss: 3.2561, grad_norm: 0.9529 2020-08-17 13:09:53,563 - mmaction - INFO - Epoch [53][280/627] lr: 5.410e-01, eta: 2 days, 0:24:33, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.2977, top5_acc: 0.5613, loss_cls: 3.2148, loss: 3.2148, grad_norm: 0.9541 2020-08-17 13:10:20,968 - mmaction - INFO - Epoch [53][300/627] lr: 5.410e-01, eta: 2 days, 0:24:06, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3077, top5_acc: 0.5578, loss_cls: 3.2186, loss: 3.2186, grad_norm: 0.9694 2020-08-17 13:10:49,046 - mmaction - INFO - Epoch [53][320/627] lr: 5.410e-01, eta: 2 days, 0:23:42, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3102, top5_acc: 0.5604, loss_cls: 3.2042, loss: 3.2042, grad_norm: 0.9523 2020-08-17 13:11:17,835 - mmaction - INFO - Epoch [53][340/627] lr: 5.410e-01, eta: 2 days, 0:23:20, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5517, loss_cls: 3.2279, loss: 3.2279, grad_norm: 0.9425 2020-08-17 13:11:47,425 - mmaction - INFO - Epoch [53][360/627] lr: 5.410e-01, eta: 2 days, 0:23:02, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.2969, top5_acc: 0.5367, loss_cls: 3.2952, loss: 3.2952, grad_norm: 0.9592 2020-08-17 13:12:16,446 - mmaction - INFO - Epoch [53][380/627] lr: 5.410e-01, eta: 2 days, 0:22:41, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3030, top5_acc: 0.5562, loss_cls: 3.2240, loss: 3.2240, grad_norm: 0.9309 2020-08-17 13:12:45,784 - mmaction - INFO - Epoch [53][400/627] lr: 5.410e-01, eta: 2 days, 0:22:22, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.3010, top5_acc: 0.5529, loss_cls: 3.2179, loss: 3.2179, grad_norm: 0.9634 2020-08-17 13:13:14,804 - mmaction - INFO - Epoch [53][420/627] lr: 5.410e-01, eta: 2 days, 0:22:01, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3083, top5_acc: 0.5553, loss_cls: 3.2207, loss: 3.2207, grad_norm: 0.9408 2020-08-17 13:13:43,959 - mmaction - INFO - Epoch [53][440/627] lr: 5.410e-01, eta: 2 days, 0:21:41, time: 1.458, data_time: 0.003, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5581, loss_cls: 3.2206, loss: 3.2206, grad_norm: 0.9817 2020-08-17 13:14:14,105 - mmaction - INFO - Epoch [53][460/627] lr: 5.410e-01, eta: 2 days, 0:21:24, time: 1.506, data_time: 0.005, memory: 8470, top1_acc: 0.3121, top5_acc: 0.5586, loss_cls: 3.2106, loss: 3.2106, grad_norm: 0.9510 2020-08-17 13:14:43,478 - mmaction - INFO - Epoch [53][480/627] lr: 5.410e-01, eta: 2 days, 0:21:05, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5500, loss_cls: 3.2514, loss: 3.2514, grad_norm: 0.9673 2020-08-17 13:15:12,357 - mmaction - INFO - Epoch [53][500/627] lr: 5.410e-01, eta: 2 days, 0:20:44, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3038, top5_acc: 0.5582, loss_cls: 3.2042, loss: 3.2042, grad_norm: 0.9555 2020-08-17 13:15:42,502 - mmaction - INFO - Epoch [53][520/627] lr: 5.410e-01, eta: 2 days, 0:20:27, time: 1.506, data_time: 0.003, memory: 8470, top1_acc: 0.2997, top5_acc: 0.5510, loss_cls: 3.2378, loss: 3.2378, grad_norm: 0.9378 2020-08-17 13:16:10,967 - mmaction - INFO - Epoch [53][540/627] lr: 5.410e-01, eta: 2 days, 0:20:04, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.2984, top5_acc: 0.5548, loss_cls: 3.2474, loss: 3.2474, grad_norm: 0.9437 2020-08-17 13:16:39,734 - mmaction - INFO - Epoch [53][560/627] lr: 5.410e-01, eta: 2 days, 0:19:43, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.2967, top5_acc: 0.5512, loss_cls: 3.2686, loss: 3.2686, grad_norm: 0.9486 2020-08-17 13:17:08,759 - mmaction - INFO - Epoch [53][580/627] lr: 5.410e-01, eta: 2 days, 0:19:22, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.3035, top5_acc: 0.5501, loss_cls: 3.2356, loss: 3.2356, grad_norm: 0.9636 2020-08-17 13:17:37,790 - mmaction - INFO - Epoch [53][600/627] lr: 5.410e-01, eta: 2 days, 0:19:01, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5626, loss_cls: 3.2019, loss: 3.2019, grad_norm: 0.9434 2020-08-17 13:18:06,090 - mmaction - INFO - Epoch [53][620/627] lr: 5.410e-01, eta: 2 days, 0:18:37, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3018, top5_acc: 0.5560, loss_cls: 3.2389, loss: 3.2389, grad_norm: 0.9669 2020-08-17 13:18:50,551 - mmaction - INFO - Epoch [54][20/627] lr: 5.388e-01, eta: 2 days, 0:17:52, time: 1.734, data_time: 0.398, memory: 8470, top1_acc: 0.3022, top5_acc: 0.5457, loss_cls: 3.2586, loss: 3.2586, grad_norm: 0.9589 2020-08-17 13:19:18,106 - mmaction - INFO - Epoch [54][40/627] lr: 5.388e-01, eta: 2 days, 0:17:26, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3065, top5_acc: 0.5613, loss_cls: 3.1823, loss: 3.1823, grad_norm: 0.9473 2020-08-17 13:19:45,587 - mmaction - INFO - Epoch [54][60/627] lr: 5.388e-01, eta: 2 days, 0:16:59, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3043, top5_acc: 0.5603, loss_cls: 3.2167, loss: 3.2167, grad_norm: 0.9589 2020-08-17 13:20:14,997 - mmaction - INFO - Epoch [54][80/627] lr: 5.388e-01, eta: 2 days, 0:16:39, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3103, top5_acc: 0.5576, loss_cls: 3.2147, loss: 3.2147, grad_norm: 0.9598 2020-08-17 13:20:43,700 - mmaction - INFO - Epoch [54][100/627] lr: 5.388e-01, eta: 2 days, 0:16:17, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.3036, top5_acc: 0.5535, loss_cls: 3.1965, loss: 3.1965, grad_norm: 0.9416 2020-08-17 13:21:11,842 - mmaction - INFO - Epoch [54][120/627] lr: 5.388e-01, eta: 2 days, 0:15:53, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5559, loss_cls: 3.1846, loss: 3.1846, grad_norm: 0.9656 2020-08-17 13:21:40,986 - mmaction - INFO - Epoch [54][140/627] lr: 5.388e-01, eta: 2 days, 0:15:33, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5590, loss_cls: 3.1771, loss: 3.1771, grad_norm: 0.9441 2020-08-17 13:22:11,225 - mmaction - INFO - Epoch [54][160/627] lr: 5.388e-01, eta: 2 days, 0:15:16, time: 1.510, data_time: 0.006, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5599, loss_cls: 3.2024, loss: 3.2024, grad_norm: 0.9510 2020-08-17 13:22:40,769 - mmaction - INFO - Epoch [54][180/627] lr: 5.388e-01, eta: 2 days, 0:14:58, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5596, loss_cls: 3.1789, loss: 3.1789, grad_norm: 0.9611 2020-08-17 13:23:09,163 - mmaction - INFO - Epoch [54][200/627] lr: 5.388e-01, eta: 2 days, 0:14:34, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5577, loss_cls: 3.2146, loss: 3.2146, grad_norm: 0.9694 2020-08-17 13:23:38,232 - mmaction - INFO - Epoch [54][220/627] lr: 5.388e-01, eta: 2 days, 0:14:13, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3164, top5_acc: 0.5650, loss_cls: 3.1949, loss: 3.1949, grad_norm: 0.9623 2020-08-17 13:24:07,911 - mmaction - INFO - Epoch [54][240/627] lr: 5.388e-01, eta: 2 days, 0:13:55, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5633, loss_cls: 3.1958, loss: 3.1958, grad_norm: 0.9646 2020-08-17 13:24:36,890 - mmaction - INFO - Epoch [54][260/627] lr: 5.388e-01, eta: 2 days, 0:13:34, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5576, loss_cls: 3.1888, loss: 3.1888, grad_norm: 0.9611 2020-08-17 13:25:05,981 - mmaction - INFO - Epoch [54][280/627] lr: 5.388e-01, eta: 2 days, 0:13:13, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5560, loss_cls: 3.1975, loss: 3.1975, grad_norm: 0.9511 2020-08-17 13:25:34,522 - mmaction - INFO - Epoch [54][300/627] lr: 5.388e-01, eta: 2 days, 0:12:51, time: 1.427, data_time: 0.002, memory: 8470, top1_acc: 0.3005, top5_acc: 0.5543, loss_cls: 3.2428, loss: 3.2428, grad_norm: 0.9548 2020-08-17 13:26:03,413 - mmaction - INFO - Epoch [54][320/627] lr: 5.388e-01, eta: 2 days, 0:12:29, time: 1.445, data_time: 0.002, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5451, loss_cls: 3.2202, loss: 3.2202, grad_norm: 0.9588 2020-08-17 13:26:32,287 - mmaction - INFO - Epoch [54][340/627] lr: 5.388e-01, eta: 2 days, 0:12:07, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5579, loss_cls: 3.2038, loss: 3.2038, grad_norm: 0.9530 2020-08-17 13:27:01,699 - mmaction - INFO - Epoch [54][360/627] lr: 5.388e-01, eta: 2 days, 0:11:48, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.2964, top5_acc: 0.5617, loss_cls: 3.1974, loss: 3.1974, grad_norm: 0.9717 2020-08-17 13:27:29,550 - mmaction - INFO - Epoch [54][380/627] lr: 5.388e-01, eta: 2 days, 0:11:22, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5538, loss_cls: 3.2348, loss: 3.2348, grad_norm: 0.9506 2020-08-17 13:27:58,072 - mmaction - INFO - Epoch [54][400/627] lr: 5.388e-01, eta: 2 days, 0:11:00, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5536, loss_cls: 3.2033, loss: 3.2033, grad_norm: 0.9588 2020-08-17 13:28:26,756 - mmaction - INFO - Epoch [54][420/627] lr: 5.388e-01, eta: 2 days, 0:10:37, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5561, loss_cls: 3.2117, loss: 3.2117, grad_norm: 0.9691 2020-08-17 13:28:55,833 - mmaction - INFO - Epoch [54][440/627] lr: 5.388e-01, eta: 2 days, 0:10:17, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5579, loss_cls: 3.2071, loss: 3.2071, grad_norm: 0.9650 2020-08-17 13:29:24,009 - mmaction - INFO - Epoch [54][460/627] lr: 5.388e-01, eta: 2 days, 0:09:52, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5581, loss_cls: 3.2132, loss: 3.2132, grad_norm: 0.9483 2020-08-17 13:29:52,966 - mmaction - INFO - Epoch [54][480/627] lr: 5.388e-01, eta: 2 days, 0:09:31, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.2995, top5_acc: 0.5557, loss_cls: 3.2172, loss: 3.2172, grad_norm: 0.9621 2020-08-17 13:30:22,959 - mmaction - INFO - Epoch [54][500/627] lr: 5.388e-01, eta: 2 days, 0:09:14, time: 1.497, data_time: 0.002, memory: 8470, top1_acc: 0.2954, top5_acc: 0.5487, loss_cls: 3.2479, loss: 3.2479, grad_norm: 0.9634 2020-08-17 13:30:51,674 - mmaction - INFO - Epoch [54][520/627] lr: 5.388e-01, eta: 2 days, 0:08:52, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5534, loss_cls: 3.2123, loss: 3.2123, grad_norm: 0.9399 2020-08-17 13:31:19,500 - mmaction - INFO - Epoch [54][540/627] lr: 5.388e-01, eta: 2 days, 0:08:26, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3128, top5_acc: 0.5563, loss_cls: 3.1981, loss: 3.1981, grad_norm: 0.9613 2020-08-17 13:31:48,305 - mmaction - INFO - Epoch [54][560/627] lr: 5.388e-01, eta: 2 days, 0:08:04, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5573, loss_cls: 3.2266, loss: 3.2266, grad_norm: 0.9590 2020-08-17 13:32:16,546 - mmaction - INFO - Epoch [54][580/627] lr: 5.388e-01, eta: 2 days, 0:07:40, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.3008, top5_acc: 0.5572, loss_cls: 3.2202, loss: 3.2202, grad_norm: 0.9221 2020-08-17 13:32:45,107 - mmaction - INFO - Epoch [54][600/627] lr: 5.388e-01, eta: 2 days, 0:07:17, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5646, loss_cls: 3.1899, loss: 3.1899, grad_norm: 0.9465 2020-08-17 13:33:14,418 - mmaction - INFO - Epoch [54][620/627] lr: 5.388e-01, eta: 2 days, 0:06:57, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3069, top5_acc: 0.5569, loss_cls: 3.2147, loss: 3.2147, grad_norm: 0.9541 2020-08-17 13:33:55,616 - mmaction - INFO - Epoch [55][20/627] lr: 5.365e-01, eta: 2 days, 0:06:04, time: 1.631, data_time: 0.381, memory: 8470, top1_acc: 0.2928, top5_acc: 0.5435, loss_cls: 3.2783, loss: 3.2783, grad_norm: 0.9779 2020-08-17 13:34:26,802 - mmaction - INFO - Epoch [55][40/627] lr: 5.365e-01, eta: 2 days, 0:05:51, time: 1.562, data_time: 0.006, memory: 8470, top1_acc: 0.3096, top5_acc: 0.5598, loss_cls: 3.1928, loss: 3.1928, grad_norm: 0.9503 2020-08-17 13:34:54,089 - mmaction - INFO - Epoch [55][60/627] lr: 5.365e-01, eta: 2 days, 0:05:24, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3120, top5_acc: 0.5637, loss_cls: 3.1639, loss: 3.1639, grad_norm: 0.9666 2020-08-17 13:35:22,618 - mmaction - INFO - Epoch [55][80/627] lr: 5.365e-01, eta: 2 days, 0:05:01, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5552, loss_cls: 3.2090, loss: 3.2090, grad_norm: 0.9569 2020-08-17 13:35:52,244 - mmaction - INFO - Epoch [55][100/627] lr: 5.365e-01, eta: 2 days, 0:04:42, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.3146, top5_acc: 0.5686, loss_cls: 3.1399, loss: 3.1399, grad_norm: 0.9681 2020-08-17 13:36:21,903 - mmaction - INFO - Epoch [55][120/627] lr: 5.365e-01, eta: 2 days, 0:04:23, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5542, loss_cls: 3.2045, loss: 3.2045, grad_norm: 0.9447 2020-08-17 13:36:50,953 - mmaction - INFO - Epoch [55][140/627] lr: 5.365e-01, eta: 2 days, 0:04:02, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5487, loss_cls: 3.2118, loss: 3.2118, grad_norm: 0.9791 2020-08-17 13:37:19,712 - mmaction - INFO - Epoch [55][160/627] lr: 5.365e-01, eta: 2 days, 0:03:40, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3052, top5_acc: 0.5629, loss_cls: 3.1980, loss: 3.1980, grad_norm: 0.9561 2020-08-17 13:37:48,787 - mmaction - INFO - Epoch [55][180/627] lr: 5.365e-01, eta: 2 days, 0:03:19, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5549, loss_cls: 3.2038, loss: 3.2038, grad_norm: 0.9612 2020-08-17 13:38:17,424 - mmaction - INFO - Epoch [55][200/627] lr: 5.365e-01, eta: 2 days, 0:02:56, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5560, loss_cls: 3.2290, loss: 3.2290, grad_norm: 0.9660 2020-08-17 13:38:45,584 - mmaction - INFO - Epoch [55][220/627] lr: 5.365e-01, eta: 2 days, 0:02:31, time: 1.399, data_time: 0.002, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5551, loss_cls: 3.2239, loss: 3.2239, grad_norm: 0.9554 2020-08-17 13:39:13,394 - mmaction - INFO - Epoch [55][240/627] lr: 5.365e-01, eta: 2 days, 0:02:06, time: 1.398, data_time: 0.013, memory: 8470, top1_acc: 0.3000, top5_acc: 0.5577, loss_cls: 3.2123, loss: 3.2123, grad_norm: 0.9632 2020-08-17 13:39:41,142 - mmaction - INFO - Epoch [55][260/627] lr: 5.365e-01, eta: 2 days, 0:01:40, time: 1.388, data_time: 0.007, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5599, loss_cls: 3.2210, loss: 3.2210, grad_norm: 0.9464 2020-08-17 13:40:09,222 - mmaction - INFO - Epoch [55][280/627] lr: 5.365e-01, eta: 2 days, 0:01:16, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3034, top5_acc: 0.5565, loss_cls: 3.2155, loss: 3.2155, grad_norm: 0.9525 2020-08-17 13:40:37,126 - mmaction - INFO - Epoch [55][300/627] lr: 5.365e-01, eta: 2 days, 0:00:50, time: 1.397, data_time: 0.003, memory: 8470, top1_acc: 0.3062, top5_acc: 0.5547, loss_cls: 3.2102, loss: 3.2102, grad_norm: 0.9560 2020-08-17 13:41:04,810 - mmaction - INFO - Epoch [55][320/627] lr: 5.365e-01, eta: 2 days, 0:00:24, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.3220, top5_acc: 0.5740, loss_cls: 3.1335, loss: 3.1335, grad_norm: 0.9563 2020-08-17 13:41:33,096 - mmaction - INFO - Epoch [55][340/627] lr: 5.365e-01, eta: 2 days, 0:00:00, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5569, loss_cls: 3.1816, loss: 3.1816, grad_norm: 0.9662 2020-08-17 13:42:01,163 - mmaction - INFO - Epoch [55][360/627] lr: 5.365e-01, eta: 1 day, 23:59:35, time: 1.402, data_time: 0.002, memory: 8470, top1_acc: 0.3081, top5_acc: 0.5573, loss_cls: 3.2085, loss: 3.2085, grad_norm: 0.9753 2020-08-17 13:42:30,807 - mmaction - INFO - Epoch [55][380/627] lr: 5.365e-01, eta: 1 day, 23:59:17, time: 1.484, data_time: 0.006, memory: 8470, top1_acc: 0.3177, top5_acc: 0.5655, loss_cls: 3.1433, loss: 3.1433, grad_norm: 0.9398 2020-08-17 13:42:58,551 - mmaction - INFO - Epoch [55][400/627] lr: 5.365e-01, eta: 1 day, 23:58:51, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.3023, top5_acc: 0.5595, loss_cls: 3.2204, loss: 3.2204, grad_norm: 0.9752 2020-08-17 13:43:24,206 - mmaction - INFO - Epoch [55][420/627] lr: 5.365e-01, eta: 1 day, 23:58:17, time: 1.282, data_time: 0.006, memory: 8470, top1_acc: 0.3073, top5_acc: 0.5587, loss_cls: 3.2145, loss: 3.2145, grad_norm: 0.9552 2020-08-17 13:43:51,555 - mmaction - INFO - Epoch [55][440/627] lr: 5.365e-01, eta: 1 day, 23:57:50, time: 1.370, data_time: 0.006, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5508, loss_cls: 3.2548, loss: 3.2548, grad_norm: 0.9451 2020-08-17 13:44:17,667 - mmaction - INFO - Epoch [55][460/627] lr: 5.365e-01, eta: 1 day, 23:57:18, time: 1.303, data_time: 0.005, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5508, loss_cls: 3.2132, loss: 3.2132, grad_norm: 0.9754 2020-08-17 13:44:44,153 - mmaction - INFO - Epoch [55][480/627] lr: 5.365e-01, eta: 1 day, 23:56:47, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5530, loss_cls: 3.2152, loss: 3.2152, grad_norm: 0.9475 2020-08-17 13:45:11,756 - mmaction - INFO - Epoch [55][500/627] lr: 5.365e-01, eta: 1 day, 23:56:21, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3046, top5_acc: 0.5501, loss_cls: 3.2218, loss: 3.2218, grad_norm: 0.9681 2020-08-17 13:45:39,243 - mmaction - INFO - Epoch [55][520/627] lr: 5.365e-01, eta: 1 day, 23:55:54, time: 1.374, data_time: 0.003, memory: 8470, top1_acc: 0.3029, top5_acc: 0.5499, loss_cls: 3.2458, loss: 3.2458, grad_norm: 0.9540 2020-08-17 13:46:07,245 - mmaction - INFO - Epoch [55][540/627] lr: 5.365e-01, eta: 1 day, 23:55:29, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.3147, top5_acc: 0.5586, loss_cls: 3.2163, loss: 3.2163, grad_norm: 0.9462 2020-08-17 13:46:33,705 - mmaction - INFO - Epoch [55][560/627] lr: 5.365e-01, eta: 1 day, 23:54:58, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.3073, top5_acc: 0.5551, loss_cls: 3.2204, loss: 3.2204, grad_norm: 0.9546 2020-08-17 13:47:02,460 - mmaction - INFO - Epoch [55][580/627] lr: 5.365e-01, eta: 1 day, 23:54:36, time: 1.439, data_time: 0.007, memory: 8470, top1_acc: 0.3065, top5_acc: 0.5592, loss_cls: 3.2069, loss: 3.2069, grad_norm: 0.9736 2020-08-17 13:47:28,468 - mmaction - INFO - Epoch [55][600/627] lr: 5.365e-01, eta: 1 day, 23:54:04, time: 1.301, data_time: 0.004, memory: 8470, top1_acc: 0.3057, top5_acc: 0.5561, loss_cls: 3.2102, loss: 3.2102, grad_norm: 0.9495 2020-08-17 13:47:56,348 - mmaction - INFO - Epoch [55][620/627] lr: 5.365e-01, eta: 1 day, 23:53:38, time: 1.392, data_time: 0.004, memory: 8470, top1_acc: 0.3148, top5_acc: 0.5612, loss_cls: 3.1626, loss: 3.1626, grad_norm: 0.9602 2020-08-17 13:48:36,731 - mmaction - INFO - Epoch [56][20/627] lr: 5.342e-01, eta: 1 day, 23:52:40, time: 1.564, data_time: 0.444, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5470, loss_cls: 3.2128, loss: 3.2128, grad_norm: 0.9564 2020-08-17 13:49:02,972 - mmaction - INFO - Epoch [56][40/627] lr: 5.342e-01, eta: 1 day, 23:52:09, time: 1.314, data_time: 0.007, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5648, loss_cls: 3.1670, loss: 3.1670, grad_norm: 0.9607 2020-08-17 13:49:29,912 - mmaction - INFO - Epoch [56][60/627] lr: 5.342e-01, eta: 1 day, 23:51:40, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5594, loss_cls: 3.1893, loss: 3.1893, grad_norm: 0.9584 2020-08-17 13:49:56,595 - mmaction - INFO - Epoch [56][80/627] lr: 5.342e-01, eta: 1 day, 23:51:10, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5698, loss_cls: 3.1669, loss: 3.1669, grad_norm: 0.9608 2020-08-17 13:50:25,052 - mmaction - INFO - Epoch [56][100/627] lr: 5.342e-01, eta: 1 day, 23:50:47, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.3069, top5_acc: 0.5589, loss_cls: 3.2053, loss: 3.2053, grad_norm: 0.9603 2020-08-17 13:50:52,407 - mmaction - INFO - Epoch [56][120/627] lr: 5.342e-01, eta: 1 day, 23:50:20, time: 1.370, data_time: 0.006, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5641, loss_cls: 3.1756, loss: 3.1756, grad_norm: 0.9682 2020-08-17 13:51:19,400 - mmaction - INFO - Epoch [56][140/627] lr: 5.342e-01, eta: 1 day, 23:49:51, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3070, top5_acc: 0.5531, loss_cls: 3.2491, loss: 3.2491, grad_norm: 0.9730 2020-08-17 13:51:46,498 - mmaction - INFO - Epoch [56][160/627] lr: 5.342e-01, eta: 1 day, 23:49:23, time: 1.356, data_time: 0.004, memory: 8470, top1_acc: 0.3148, top5_acc: 0.5642, loss_cls: 3.2043, loss: 3.2043, grad_norm: 0.9528 2020-08-17 13:52:14,166 - mmaction - INFO - Epoch [56][180/627] lr: 5.342e-01, eta: 1 day, 23:48:56, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5641, loss_cls: 3.1723, loss: 3.1723, grad_norm: 0.9470 2020-08-17 13:52:40,376 - mmaction - INFO - Epoch [56][200/627] lr: 5.342e-01, eta: 1 day, 23:48:25, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5632, loss_cls: 3.1922, loss: 3.1922, grad_norm: 0.9770 2020-08-17 13:53:08,488 - mmaction - INFO - Epoch [56][220/627] lr: 5.342e-01, eta: 1 day, 23:48:00, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.1640, loss: 3.1640, grad_norm: 0.9622 2020-08-17 13:53:34,685 - mmaction - INFO - Epoch [56][240/627] lr: 5.342e-01, eta: 1 day, 23:47:29, time: 1.310, data_time: 0.004, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5493, loss_cls: 3.2206, loss: 3.2206, grad_norm: 0.9680 2020-08-17 13:54:01,583 - mmaction - INFO - Epoch [56][260/627] lr: 5.342e-01, eta: 1 day, 23:47:00, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5517, loss_cls: 3.2291, loss: 3.2291, grad_norm: 0.9652 2020-08-17 13:54:26,412 - mmaction - INFO - Epoch [56][280/627] lr: 5.342e-01, eta: 1 day, 23:46:23, time: 1.245, data_time: 0.007, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5577, loss_cls: 3.2064, loss: 3.2064, grad_norm: 0.9490 2020-08-17 13:54:54,452 - mmaction - INFO - Epoch [56][300/627] lr: 5.342e-01, eta: 1 day, 23:45:58, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3099, top5_acc: 0.5604, loss_cls: 3.1774, loss: 3.1774, grad_norm: 0.9706 2020-08-17 13:55:19,718 - mmaction - INFO - Epoch [56][320/627] lr: 5.342e-01, eta: 1 day, 23:45:24, time: 1.264, data_time: 0.003, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5510, loss_cls: 3.2483, loss: 3.2483, grad_norm: 0.9595 2020-08-17 13:55:47,669 - mmaction - INFO - Epoch [56][340/627] lr: 5.342e-01, eta: 1 day, 23:44:58, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.3086, top5_acc: 0.5561, loss_cls: 3.2341, loss: 3.2341, grad_norm: 0.9605 2020-08-17 13:56:15,238 - mmaction - INFO - Epoch [56][360/627] lr: 5.342e-01, eta: 1 day, 23:44:32, time: 1.381, data_time: 0.007, memory: 8470, top1_acc: 0.3134, top5_acc: 0.5592, loss_cls: 3.2043, loss: 3.2043, grad_norm: 0.9645 2020-08-17 13:56:42,024 - mmaction - INFO - Epoch [56][380/627] lr: 5.342e-01, eta: 1 day, 23:44:02, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5628, loss_cls: 3.2037, loss: 3.2037, grad_norm: 0.9618 2020-08-17 13:57:08,503 - mmaction - INFO - Epoch [56][400/627] lr: 5.342e-01, eta: 1 day, 23:43:32, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.3133, top5_acc: 0.5654, loss_cls: 3.1704, loss: 3.1704, grad_norm: 0.9605 2020-08-17 13:57:34,963 - mmaction - INFO - Epoch [56][420/627] lr: 5.342e-01, eta: 1 day, 23:43:01, time: 1.321, data_time: 0.004, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5655, loss_cls: 3.1764, loss: 3.1764, grad_norm: 0.9763 2020-08-17 13:58:03,275 - mmaction - INFO - Epoch [56][440/627] lr: 5.342e-01, eta: 1 day, 23:42:37, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5508, loss_cls: 3.2468, loss: 3.2468, grad_norm: 0.9603 2020-08-17 13:58:29,901 - mmaction - INFO - Epoch [56][460/627] lr: 5.342e-01, eta: 1 day, 23:42:07, time: 1.331, data_time: 0.004, memory: 8470, top1_acc: 0.3040, top5_acc: 0.5577, loss_cls: 3.2020, loss: 3.2020, grad_norm: 0.9596 2020-08-17 13:58:57,508 - mmaction - INFO - Epoch [56][480/627] lr: 5.342e-01, eta: 1 day, 23:41:41, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.3042, top5_acc: 0.5514, loss_cls: 3.2174, loss: 3.2174, grad_norm: 0.9463 2020-08-17 13:59:25,656 - mmaction - INFO - Epoch [56][500/627] lr: 5.342e-01, eta: 1 day, 23:41:16, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5559, loss_cls: 3.2196, loss: 3.2196, grad_norm: 0.9678 2020-08-17 13:59:53,247 - mmaction - INFO - Epoch [56][520/627] lr: 5.342e-01, eta: 1 day, 23:40:50, time: 1.380, data_time: 0.004, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5512, loss_cls: 3.1827, loss: 3.1827, grad_norm: 0.9508 2020-08-17 14:00:23,809 - mmaction - INFO - Epoch [56][540/627] lr: 5.342e-01, eta: 1 day, 23:40:33, time: 1.518, data_time: 0.004, memory: 8470, top1_acc: 0.3044, top5_acc: 0.5561, loss_cls: 3.2381, loss: 3.2381, grad_norm: 0.9779 2020-08-17 14:00:51,846 - mmaction - INFO - Epoch [56][560/627] lr: 5.342e-01, eta: 1 day, 23:40:09, time: 1.410, data_time: 0.019, memory: 8470, top1_acc: 0.3077, top5_acc: 0.5553, loss_cls: 3.1988, loss: 3.1988, grad_norm: 0.9574 2020-08-17 14:01:19,986 - mmaction - INFO - Epoch [56][580/627] lr: 5.342e-01, eta: 1 day, 23:39:45, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5552, loss_cls: 3.2111, loss: 3.2111, grad_norm: 0.9519 2020-08-17 14:01:47,156 - mmaction - INFO - Epoch [56][600/627] lr: 5.342e-01, eta: 1 day, 23:39:16, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.3139, top5_acc: 0.5712, loss_cls: 3.1701, loss: 3.1701, grad_norm: 0.9556 2020-08-17 14:02:17,193 - mmaction - INFO - Epoch [56][620/627] lr: 5.342e-01, eta: 1 day, 23:38:59, time: 1.505, data_time: 0.006, memory: 8470, top1_acc: 0.3068, top5_acc: 0.5561, loss_cls: 3.2333, loss: 3.2333, grad_norm: 0.9599 2020-08-17 14:02:25,244 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-17 14:02:57,631 - mmaction - INFO - Epoch [57][20/627] lr: 5.319e-01, eta: 1 day, 23:38:01, time: 1.548, data_time: 0.486, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5516, loss_cls: 3.2247, loss: 3.2247, grad_norm: 0.9672 2020-08-17 14:03:24,153 - mmaction - INFO - Epoch [57][40/627] lr: 5.319e-01, eta: 1 day, 23:37:30, time: 1.324, data_time: 0.002, memory: 8470, top1_acc: 0.3012, top5_acc: 0.5490, loss_cls: 3.2322, loss: 3.2322, grad_norm: 0.9381 2020-08-17 14:03:52,777 - mmaction - INFO - Epoch [57][60/627] lr: 5.319e-01, eta: 1 day, 23:37:07, time: 1.431, data_time: 0.007, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5574, loss_cls: 3.1996, loss: 3.1996, grad_norm: 0.9707 2020-08-17 14:04:21,258 - mmaction - INFO - Epoch [57][80/627] lr: 5.319e-01, eta: 1 day, 23:36:44, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5650, loss_cls: 3.1797, loss: 3.1797, grad_norm: 0.9847 2020-08-17 14:04:47,993 - mmaction - INFO - Epoch [57][100/627] lr: 5.319e-01, eta: 1 day, 23:36:15, time: 1.335, data_time: 0.004, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5596, loss_cls: 3.1757, loss: 3.1757, grad_norm: 0.9476 2020-08-17 14:05:15,474 - mmaction - INFO - Epoch [57][120/627] lr: 5.319e-01, eta: 1 day, 23:35:47, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3210, top5_acc: 0.5560, loss_cls: 3.1701, loss: 3.1701, grad_norm: 0.9661 2020-08-17 14:05:42,022 - mmaction - INFO - Epoch [57][140/627] lr: 5.319e-01, eta: 1 day, 23:35:17, time: 1.334, data_time: 0.009, memory: 8470, top1_acc: 0.3133, top5_acc: 0.5560, loss_cls: 3.2161, loss: 3.2161, grad_norm: 0.9654 2020-08-17 14:06:09,676 - mmaction - INFO - Epoch [57][160/627] lr: 5.319e-01, eta: 1 day, 23:34:51, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5535, loss_cls: 3.1981, loss: 3.1981, grad_norm: 0.9503 2020-08-17 14:06:38,993 - mmaction - INFO - Epoch [57][180/627] lr: 5.319e-01, eta: 1 day, 23:34:31, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.3057, top5_acc: 0.5612, loss_cls: 3.1863, loss: 3.1863, grad_norm: 0.9501 2020-08-17 14:07:08,107 - mmaction - INFO - Epoch [57][200/627] lr: 5.319e-01, eta: 1 day, 23:34:10, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5698, loss_cls: 3.1543, loss: 3.1543, grad_norm: 0.9754 2020-08-17 14:07:37,722 - mmaction - INFO - Epoch [57][220/627] lr: 5.319e-01, eta: 1 day, 23:33:50, time: 1.483, data_time: 0.006, memory: 8470, top1_acc: 0.3043, top5_acc: 0.5523, loss_cls: 3.2193, loss: 3.2193, grad_norm: 0.9575 2020-08-17 14:08:06,584 - mmaction - INFO - Epoch [57][240/627] lr: 5.319e-01, eta: 1 day, 23:33:28, time: 1.443, data_time: 0.002, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5578, loss_cls: 3.2203, loss: 3.2203, grad_norm: 0.9639 2020-08-17 14:08:35,083 - mmaction - INFO - Epoch [57][260/627] lr: 5.319e-01, eta: 1 day, 23:33:05, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5655, loss_cls: 3.1866, loss: 3.1866, grad_norm: 0.9515 2020-08-17 14:09:03,919 - mmaction - INFO - Epoch [57][280/627] lr: 5.319e-01, eta: 1 day, 23:32:43, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3033, top5_acc: 0.5625, loss_cls: 3.2020, loss: 3.2020, grad_norm: 0.9461 2020-08-17 14:09:32,875 - mmaction - INFO - Epoch [57][300/627] lr: 5.319e-01, eta: 1 day, 23:32:21, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5579, loss_cls: 3.1945, loss: 3.1945, grad_norm: 0.9444 2020-08-17 14:10:02,332 - mmaction - INFO - Epoch [57][320/627] lr: 5.319e-01, eta: 1 day, 23:32:01, time: 1.470, data_time: 0.003, memory: 8470, top1_acc: 0.3187, top5_acc: 0.5650, loss_cls: 3.1544, loss: 3.1544, grad_norm: 0.9839 2020-08-17 14:10:31,082 - mmaction - INFO - Epoch [57][340/627] lr: 5.319e-01, eta: 1 day, 23:31:39, time: 1.440, data_time: 0.004, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5590, loss_cls: 3.1850, loss: 3.1850, grad_norm: 0.9679 2020-08-17 14:10:59,691 - mmaction - INFO - Epoch [57][360/627] lr: 5.319e-01, eta: 1 day, 23:31:16, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3051, top5_acc: 0.5556, loss_cls: 3.2153, loss: 3.2153, grad_norm: 0.9486 2020-08-17 14:11:29,928 - mmaction - INFO - Epoch [57][380/627] lr: 5.319e-01, eta: 1 day, 23:30:58, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.3146, top5_acc: 0.5632, loss_cls: 3.1740, loss: 3.1740, grad_norm: 0.9665 2020-08-17 14:11:58,888 - mmaction - INFO - Epoch [57][400/627] lr: 5.319e-01, eta: 1 day, 23:30:37, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5552, loss_cls: 3.2198, loss: 3.2198, grad_norm: 0.9532 2020-08-17 14:12:28,768 - mmaction - INFO - Epoch [57][420/627] lr: 5.319e-01, eta: 1 day, 23:30:18, time: 1.490, data_time: 0.005, memory: 8470, top1_acc: 0.3020, top5_acc: 0.5540, loss_cls: 3.2225, loss: 3.2225, grad_norm: 0.9697 2020-08-17 14:12:57,140 - mmaction - INFO - Epoch [57][440/627] lr: 5.319e-01, eta: 1 day, 23:29:54, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5533, loss_cls: 3.1979, loss: 3.1979, grad_norm: 0.9763 2020-08-17 14:13:26,377 - mmaction - INFO - Epoch [57][460/627] lr: 5.319e-01, eta: 1 day, 23:29:33, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5581, loss_cls: 3.2103, loss: 3.2103, grad_norm: 0.9665 2020-08-17 14:13:55,531 - mmaction - INFO - Epoch [57][480/627] lr: 5.319e-01, eta: 1 day, 23:29:12, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3009, top5_acc: 0.5488, loss_cls: 3.2548, loss: 3.2548, grad_norm: 0.9715 2020-08-17 14:14:24,433 - mmaction - INFO - Epoch [57][500/627] lr: 5.319e-01, eta: 1 day, 23:28:50, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.2964, top5_acc: 0.5504, loss_cls: 3.2365, loss: 3.2365, grad_norm: 0.9622 2020-08-17 14:14:53,184 - mmaction - INFO - Epoch [57][520/627] lr: 5.319e-01, eta: 1 day, 23:28:28, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3077, top5_acc: 0.5618, loss_cls: 3.2030, loss: 3.2030, grad_norm: 0.9574 2020-08-17 14:15:22,394 - mmaction - INFO - Epoch [57][540/627] lr: 5.319e-01, eta: 1 day, 23:28:07, time: 1.461, data_time: 0.004, memory: 8470, top1_acc: 0.3090, top5_acc: 0.5604, loss_cls: 3.1913, loss: 3.1913, grad_norm: 0.9659 2020-08-17 14:15:52,060 - mmaction - INFO - Epoch [57][560/627] lr: 5.319e-01, eta: 1 day, 23:27:48, time: 1.484, data_time: 0.005, memory: 8470, top1_acc: 0.3025, top5_acc: 0.5447, loss_cls: 3.2500, loss: 3.2500, grad_norm: 0.9463 2020-08-17 14:16:20,729 - mmaction - INFO - Epoch [57][580/627] lr: 5.319e-01, eta: 1 day, 23:27:25, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5582, loss_cls: 3.2450, loss: 3.2450, grad_norm: 0.9736 2020-08-17 14:16:49,591 - mmaction - INFO - Epoch [57][600/627] lr: 5.319e-01, eta: 1 day, 23:27:03, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5547, loss_cls: 3.2203, loss: 3.2203, grad_norm: 0.9507 2020-08-17 14:17:18,345 - mmaction - INFO - Epoch [57][620/627] lr: 5.319e-01, eta: 1 day, 23:26:40, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5665, loss_cls: 3.1670, loss: 3.1670, grad_norm: 0.9520 2020-08-17 14:18:02,003 - mmaction - INFO - Epoch [58][20/627] lr: 5.296e-01, eta: 1 day, 23:25:53, time: 1.708, data_time: 0.426, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5598, loss_cls: 3.1996, loss: 3.1996, grad_norm: 0.9700 2020-08-17 14:18:28,823 - mmaction - INFO - Epoch [58][40/627] lr: 5.296e-01, eta: 1 day, 23:25:24, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.3099, top5_acc: 0.5573, loss_cls: 3.2100, loss: 3.2100, grad_norm: 0.9580 2020-08-17 14:18:58,095 - mmaction - INFO - Epoch [58][60/627] lr: 5.296e-01, eta: 1 day, 23:25:03, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.3039, top5_acc: 0.5594, loss_cls: 3.2108, loss: 3.2108, grad_norm: 0.9801 2020-08-17 14:19:27,439 - mmaction - INFO - Epoch [58][80/627] lr: 5.296e-01, eta: 1 day, 23:24:43, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.3188, top5_acc: 0.5711, loss_cls: 3.1593, loss: 3.1593, grad_norm: 0.9608 2020-08-17 14:19:56,244 - mmaction - INFO - Epoch [58][100/627] lr: 5.296e-01, eta: 1 day, 23:24:20, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5650, loss_cls: 3.1825, loss: 3.1825, grad_norm: 0.9583 2020-08-17 14:20:24,926 - mmaction - INFO - Epoch [58][120/627] lr: 5.296e-01, eta: 1 day, 23:23:57, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5540, loss_cls: 3.2137, loss: 3.2137, grad_norm: 0.9681 2020-08-17 14:20:53,437 - mmaction - INFO - Epoch [58][140/627] lr: 5.296e-01, eta: 1 day, 23:23:34, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5638, loss_cls: 3.1518, loss: 3.1518, grad_norm: 0.9704 2020-08-17 14:21:22,807 - mmaction - INFO - Epoch [58][160/627] lr: 5.296e-01, eta: 1 day, 23:23:14, time: 1.468, data_time: 0.002, memory: 8470, top1_acc: 0.2927, top5_acc: 0.5499, loss_cls: 3.2665, loss: 3.2665, grad_norm: 0.9679 2020-08-17 14:21:52,062 - mmaction - INFO - Epoch [58][180/627] lr: 5.296e-01, eta: 1 day, 23:22:53, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3005, top5_acc: 0.5568, loss_cls: 3.2220, loss: 3.2220, grad_norm: 0.9509 2020-08-17 14:22:21,198 - mmaction - INFO - Epoch [58][200/627] lr: 5.296e-01, eta: 1 day, 23:22:32, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3177, top5_acc: 0.5659, loss_cls: 3.1735, loss: 3.1735, grad_norm: 0.9674 2020-08-17 14:22:49,991 - mmaction - INFO - Epoch [58][220/627] lr: 5.296e-01, eta: 1 day, 23:22:09, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5586, loss_cls: 3.2113, loss: 3.2113, grad_norm: 0.9738 2020-08-17 14:23:18,313 - mmaction - INFO - Epoch [58][240/627] lr: 5.296e-01, eta: 1 day, 23:21:45, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3040, top5_acc: 0.5586, loss_cls: 3.1893, loss: 3.1893, grad_norm: 0.9574 2020-08-17 14:23:46,759 - mmaction - INFO - Epoch [58][260/627] lr: 5.296e-01, eta: 1 day, 23:21:21, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3120, top5_acc: 0.5645, loss_cls: 3.1814, loss: 3.1814, grad_norm: 0.9528 2020-08-17 14:24:15,828 - mmaction - INFO - Epoch [58][280/627] lr: 5.296e-01, eta: 1 day, 23:21:00, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3188, top5_acc: 0.5621, loss_cls: 3.1483, loss: 3.1483, grad_norm: 0.9695 2020-08-17 14:24:44,886 - mmaction - INFO - Epoch [58][300/627] lr: 5.296e-01, eta: 1 day, 23:20:38, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.3090, top5_acc: 0.5655, loss_cls: 3.1846, loss: 3.1846, grad_norm: 0.9718 2020-08-17 14:25:14,702 - mmaction - INFO - Epoch [58][320/627] lr: 5.296e-01, eta: 1 day, 23:20:19, time: 1.489, data_time: 0.003, memory: 8470, top1_acc: 0.3139, top5_acc: 0.5572, loss_cls: 3.1870, loss: 3.1870, grad_norm: 0.9641 2020-08-17 14:25:42,785 - mmaction - INFO - Epoch [58][340/627] lr: 5.296e-01, eta: 1 day, 23:19:54, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5697, loss_cls: 3.1238, loss: 3.1238, grad_norm: 0.9655 2020-08-17 14:26:11,546 - mmaction - INFO - Epoch [58][360/627] lr: 5.296e-01, eta: 1 day, 23:19:31, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3128, top5_acc: 0.5651, loss_cls: 3.1767, loss: 3.1767, grad_norm: 0.9688 2020-08-17 14:26:40,101 - mmaction - INFO - Epoch [58][380/627] lr: 5.296e-01, eta: 1 day, 23:19:08, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3009, top5_acc: 0.5564, loss_cls: 3.2177, loss: 3.2177, grad_norm: 0.9787 2020-08-17 14:27:09,884 - mmaction - INFO - Epoch [58][400/627] lr: 5.296e-01, eta: 1 day, 23:18:49, time: 1.491, data_time: 0.005, memory: 8470, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1892, loss: 3.1892, grad_norm: 0.9752 2020-08-17 14:27:39,032 - mmaction - INFO - Epoch [58][420/627] lr: 5.296e-01, eta: 1 day, 23:18:27, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3027, top5_acc: 0.5534, loss_cls: 3.2363, loss: 3.2363, grad_norm: 0.9533 2020-08-17 14:28:07,354 - mmaction - INFO - Epoch [58][440/627] lr: 5.296e-01, eta: 1 day, 23:18:03, time: 1.420, data_time: 0.007, memory: 8470, top1_acc: 0.3057, top5_acc: 0.5599, loss_cls: 3.2046, loss: 3.2046, grad_norm: 0.9668 2020-08-17 14:28:36,977 - mmaction - INFO - Epoch [58][460/627] lr: 5.296e-01, eta: 1 day, 23:17:43, time: 1.479, data_time: 0.004, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5697, loss_cls: 3.1763, loss: 3.1763, grad_norm: 0.9602 2020-08-17 14:29:06,144 - mmaction - INFO - Epoch [58][480/627] lr: 5.296e-01, eta: 1 day, 23:17:22, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.3083, top5_acc: 0.5530, loss_cls: 3.2037, loss: 3.2037, grad_norm: 0.9597 2020-08-17 14:29:34,389 - mmaction - INFO - Epoch [58][500/627] lr: 5.296e-01, eta: 1 day, 23:16:58, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5643, loss_cls: 3.1722, loss: 3.1722, grad_norm: 0.9605 2020-08-17 14:30:01,762 - mmaction - INFO - Epoch [58][520/627] lr: 5.296e-01, eta: 1 day, 23:16:30, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3150, top5_acc: 0.5603, loss_cls: 3.1914, loss: 3.1914, grad_norm: 0.9663 2020-08-17 14:30:29,788 - mmaction - INFO - Epoch [58][540/627] lr: 5.296e-01, eta: 1 day, 23:16:05, time: 1.402, data_time: 0.009, memory: 8470, top1_acc: 0.3086, top5_acc: 0.5592, loss_cls: 3.2055, loss: 3.2055, grad_norm: 0.9785 2020-08-17 14:30:58,535 - mmaction - INFO - Epoch [58][560/627] lr: 5.296e-01, eta: 1 day, 23:15:42, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5617, loss_cls: 3.1823, loss: 3.1823, grad_norm: 0.9457 2020-08-17 14:31:27,648 - mmaction - INFO - Epoch [58][580/627] lr: 5.296e-01, eta: 1 day, 23:15:21, time: 1.456, data_time: 0.001, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5591, loss_cls: 3.1965, loss: 3.1965, grad_norm: 0.9641 2020-08-17 14:31:55,829 - mmaction - INFO - Epoch [58][600/627] lr: 5.296e-01, eta: 1 day, 23:14:56, time: 1.409, data_time: 0.002, memory: 8470, top1_acc: 0.3036, top5_acc: 0.5553, loss_cls: 3.2532, loss: 3.2532, grad_norm: 0.9827 2020-08-17 14:32:22,498 - mmaction - INFO - Epoch [58][620/627] lr: 5.296e-01, eta: 1 day, 23:14:26, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.3044, top5_acc: 0.5523, loss_cls: 3.2363, loss: 3.2363, grad_norm: 0.9542 2020-08-17 14:33:01,076 - mmaction - INFO - Epoch [59][20/627] lr: 5.272e-01, eta: 1 day, 23:13:27, time: 1.531, data_time: 0.417, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5603, loss_cls: 3.2057, loss: 3.2057, grad_norm: 0.9660 2020-08-17 14:33:25,983 - mmaction - INFO - Epoch [59][40/627] lr: 5.272e-01, eta: 1 day, 23:12:52, time: 1.247, data_time: 0.005, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5625, loss_cls: 3.1782, loss: 3.1782, grad_norm: 0.9508 2020-08-17 14:33:52,185 - mmaction - INFO - Epoch [59][60/627] lr: 5.272e-01, eta: 1 day, 23:12:20, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5630, loss_cls: 3.1652, loss: 3.1652, grad_norm: 0.9595 2020-08-17 14:34:18,957 - mmaction - INFO - Epoch [59][80/627] lr: 5.272e-01, eta: 1 day, 23:11:51, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5533, loss_cls: 3.1914, loss: 3.1914, grad_norm: 0.9757 2020-08-17 14:34:46,397 - mmaction - INFO - Epoch [59][100/627] lr: 5.272e-01, eta: 1 day, 23:11:23, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5723, loss_cls: 3.1747, loss: 3.1747, grad_norm: 0.9448 2020-08-17 14:35:12,304 - mmaction - INFO - Epoch [59][120/627] lr: 5.272e-01, eta: 1 day, 23:10:51, time: 1.297, data_time: 0.006, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5642, loss_cls: 3.1508, loss: 3.1508, grad_norm: 0.9713 2020-08-17 14:35:38,442 - mmaction - INFO - Epoch [59][140/627] lr: 5.272e-01, eta: 1 day, 23:10:19, time: 1.308, data_time: 0.003, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5599, loss_cls: 3.1981, loss: 3.1981, grad_norm: 0.9669 2020-08-17 14:36:05,364 - mmaction - INFO - Epoch [59][160/627] lr: 5.272e-01, eta: 1 day, 23:09:50, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5590, loss_cls: 3.2037, loss: 3.2037, grad_norm: 0.9635 2020-08-17 14:36:31,738 - mmaction - INFO - Epoch [59][180/627] lr: 5.272e-01, eta: 1 day, 23:09:20, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5555, loss_cls: 3.1985, loss: 3.1985, grad_norm: 0.9586 2020-08-17 14:36:59,831 - mmaction - INFO - Epoch [59][200/627] lr: 5.272e-01, eta: 1 day, 23:08:55, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5626, loss_cls: 3.1647, loss: 3.1647, grad_norm: 0.9693 2020-08-17 14:37:25,246 - mmaction - INFO - Epoch [59][220/627] lr: 5.272e-01, eta: 1 day, 23:08:21, time: 1.272, data_time: 0.005, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5673, loss_cls: 3.1592, loss: 3.1592, grad_norm: 0.9662 2020-08-17 14:37:53,882 - mmaction - INFO - Epoch [59][240/627] lr: 5.272e-01, eta: 1 day, 23:07:57, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.2965, top5_acc: 0.5466, loss_cls: 3.2594, loss: 3.2594, grad_norm: 0.9894 2020-08-17 14:38:20,700 - mmaction - INFO - Epoch [59][260/627] lr: 5.272e-01, eta: 1 day, 23:07:28, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.3016, top5_acc: 0.5589, loss_cls: 3.2131, loss: 3.2131, grad_norm: 0.9688 2020-08-17 14:38:47,150 - mmaction - INFO - Epoch [59][280/627] lr: 5.272e-01, eta: 1 day, 23:06:58, time: 1.323, data_time: 0.002, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5559, loss_cls: 3.2163, loss: 3.2163, grad_norm: 0.9590 2020-08-17 14:39:14,113 - mmaction - INFO - Epoch [59][300/627] lr: 5.272e-01, eta: 1 day, 23:06:29, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5573, loss_cls: 3.1623, loss: 3.1623, grad_norm: 0.9631 2020-08-17 14:39:40,562 - mmaction - INFO - Epoch [59][320/627] lr: 5.272e-01, eta: 1 day, 23:05:58, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.3051, top5_acc: 0.5599, loss_cls: 3.1930, loss: 3.1930, grad_norm: 0.9661 2020-08-17 14:40:08,623 - mmaction - INFO - Epoch [59][340/627] lr: 5.272e-01, eta: 1 day, 23:05:33, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3049, top5_acc: 0.5600, loss_cls: 3.1943, loss: 3.1943, grad_norm: 0.9638 2020-08-17 14:40:35,508 - mmaction - INFO - Epoch [59][360/627] lr: 5.272e-01, eta: 1 day, 23:05:04, time: 1.344, data_time: 0.002, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5560, loss_cls: 3.1955, loss: 3.1955, grad_norm: 0.9731 2020-08-17 14:41:01,604 - mmaction - INFO - Epoch [59][380/627] lr: 5.272e-01, eta: 1 day, 23:04:32, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5612, loss_cls: 3.1740, loss: 3.1740, grad_norm: 0.9827 2020-08-17 14:41:28,643 - mmaction - INFO - Epoch [59][400/627] lr: 5.272e-01, eta: 1 day, 23:04:04, time: 1.352, data_time: 0.002, memory: 8470, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.2039, loss: 3.2039, grad_norm: 0.9705 2020-08-17 14:41:55,794 - mmaction - INFO - Epoch [59][420/627] lr: 5.272e-01, eta: 1 day, 23:03:35, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5490, loss_cls: 3.2449, loss: 3.2449, grad_norm: 0.9401 2020-08-17 14:42:22,190 - mmaction - INFO - Epoch [59][440/627] lr: 5.272e-01, eta: 1 day, 23:03:05, time: 1.320, data_time: 0.003, memory: 8470, top1_acc: 0.3148, top5_acc: 0.5620, loss_cls: 3.1720, loss: 3.1720, grad_norm: 0.9692 2020-08-17 14:42:48,681 - mmaction - INFO - Epoch [59][460/627] lr: 5.272e-01, eta: 1 day, 23:02:34, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.3128, top5_acc: 0.5710, loss_cls: 3.1555, loss: 3.1555, grad_norm: 0.9680 2020-08-17 14:43:14,822 - mmaction - INFO - Epoch [59][480/627] lr: 5.272e-01, eta: 1 day, 23:02:03, time: 1.310, data_time: 0.007, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5720, loss_cls: 3.1440, loss: 3.1440, grad_norm: 0.9698 2020-08-17 14:43:41,717 - mmaction - INFO - Epoch [59][500/627] lr: 5.272e-01, eta: 1 day, 23:01:34, time: 1.346, data_time: 0.003, memory: 8470, top1_acc: 0.3068, top5_acc: 0.5555, loss_cls: 3.2219, loss: 3.2219, grad_norm: 0.9671 2020-08-17 14:44:07,503 - mmaction - INFO - Epoch [59][520/627] lr: 5.272e-01, eta: 1 day, 23:01:01, time: 1.287, data_time: 0.005, memory: 8470, top1_acc: 0.3103, top5_acc: 0.5704, loss_cls: 3.1775, loss: 3.1775, grad_norm: 0.9723 2020-08-17 14:44:33,709 - mmaction - INFO - Epoch [59][540/627] lr: 5.272e-01, eta: 1 day, 23:00:30, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.2983, top5_acc: 0.5440, loss_cls: 3.2455, loss: 3.2455, grad_norm: 0.9659 2020-08-17 14:44:59,691 - mmaction - INFO - Epoch [59][560/627] lr: 5.272e-01, eta: 1 day, 22:59:58, time: 1.299, data_time: 0.004, memory: 8470, top1_acc: 0.3030, top5_acc: 0.5564, loss_cls: 3.2063, loss: 3.2063, grad_norm: 0.9674 2020-08-17 14:45:28,050 - mmaction - INFO - Epoch [59][580/627] lr: 5.272e-01, eta: 1 day, 22:59:34, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5643, loss_cls: 3.1778, loss: 3.1778, grad_norm: 0.9575 2020-08-17 14:45:53,912 - mmaction - INFO - Epoch [59][600/627] lr: 5.272e-01, eta: 1 day, 22:59:01, time: 1.291, data_time: 0.006, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5651, loss_cls: 3.1545, loss: 3.1545, grad_norm: 0.9603 2020-08-17 14:46:20,268 - mmaction - INFO - Epoch [59][620/627] lr: 5.272e-01, eta: 1 day, 22:58:30, time: 1.321, data_time: 0.007, memory: 8470, top1_acc: 0.3056, top5_acc: 0.5680, loss_cls: 3.1837, loss: 3.1837, grad_norm: 0.9817 2020-08-17 14:47:00,326 - mmaction - INFO - Epoch [60][20/627] lr: 5.247e-01, eta: 1 day, 22:57:36, time: 1.593, data_time: 0.390, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.2202, loss: 3.2202, grad_norm: 0.9597 2020-08-17 14:47:25,065 - mmaction - INFO - Epoch [60][40/627] lr: 5.247e-01, eta: 1 day, 22:57:00, time: 1.238, data_time: 0.003, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5639, loss_cls: 3.1882, loss: 3.1882, grad_norm: 0.9912 2020-08-17 14:47:53,694 - mmaction - INFO - Epoch [60][60/627] lr: 5.247e-01, eta: 1 day, 22:56:37, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5616, loss_cls: 3.1886, loss: 3.1886, grad_norm: 0.9830 2020-08-17 14:48:17,857 - mmaction - INFO - Epoch [60][80/627] lr: 5.247e-01, eta: 1 day, 22:55:59, time: 1.211, data_time: 0.006, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5613, loss_cls: 3.1728, loss: 3.1728, grad_norm: 0.9814 2020-08-17 14:48:45,092 - mmaction - INFO - Epoch [60][100/627] lr: 5.247e-01, eta: 1 day, 22:55:31, time: 1.361, data_time: 0.001, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5635, loss_cls: 3.1676, loss: 3.1676, grad_norm: 0.9551 2020-08-17 14:49:11,465 - mmaction - INFO - Epoch [60][120/627] lr: 5.247e-01, eta: 1 day, 22:55:00, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5553, loss_cls: 3.2230, loss: 3.2230, grad_norm: 0.9589 2020-08-17 14:49:39,033 - mmaction - INFO - Epoch [60][140/627] lr: 5.247e-01, eta: 1 day, 22:54:34, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.3063, top5_acc: 0.5616, loss_cls: 3.1684, loss: 3.1684, grad_norm: 0.9824 2020-08-17 14:50:06,397 - mmaction - INFO - Epoch [60][160/627] lr: 5.247e-01, eta: 1 day, 22:54:06, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3146, top5_acc: 0.5616, loss_cls: 3.1791, loss: 3.1791, grad_norm: 0.9613 2020-08-17 14:50:34,929 - mmaction - INFO - Epoch [60][180/627] lr: 5.247e-01, eta: 1 day, 22:53:43, time: 1.425, data_time: 0.002, memory: 8470, top1_acc: 0.3086, top5_acc: 0.5630, loss_cls: 3.1803, loss: 3.1803, grad_norm: 0.9835 2020-08-17 14:51:00,234 - mmaction - INFO - Epoch [60][200/627] lr: 5.247e-01, eta: 1 day, 22:53:08, time: 1.265, data_time: 0.007, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5643, loss_cls: 3.1732, loss: 3.1732, grad_norm: 0.9538 2020-08-17 14:51:26,969 - mmaction - INFO - Epoch [60][220/627] lr: 5.247e-01, eta: 1 day, 22:52:39, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3147, top5_acc: 0.5626, loss_cls: 3.1870, loss: 3.1870, grad_norm: 0.9709 2020-08-17 14:51:54,149 - mmaction - INFO - Epoch [60][240/627] lr: 5.247e-01, eta: 1 day, 22:52:11, time: 1.359, data_time: 0.002, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5669, loss_cls: 3.1382, loss: 3.1382, grad_norm: 0.9796 2020-08-17 14:52:20,737 - mmaction - INFO - Epoch [60][260/627] lr: 5.247e-01, eta: 1 day, 22:51:41, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3169, top5_acc: 0.5630, loss_cls: 3.1602, loss: 3.1602, grad_norm: 0.9680 2020-08-17 14:52:48,463 - mmaction - INFO - Epoch [60][280/627] lr: 5.247e-01, eta: 1 day, 22:51:15, time: 1.388, data_time: 0.007, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5568, loss_cls: 3.2135, loss: 3.2135, grad_norm: 0.9783 2020-08-17 14:53:14,716 - mmaction - INFO - Epoch [60][300/627] lr: 5.247e-01, eta: 1 day, 22:50:44, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5572, loss_cls: 3.2162, loss: 3.2162, grad_norm: 0.9686 2020-08-17 14:53:43,834 - mmaction - INFO - Epoch [60][320/627] lr: 5.247e-01, eta: 1 day, 22:50:22, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3036, top5_acc: 0.5639, loss_cls: 3.1891, loss: 3.1891, grad_norm: 0.9761 2020-08-17 14:54:11,625 - mmaction - INFO - Epoch [60][340/627] lr: 5.247e-01, eta: 1 day, 22:49:56, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3197, top5_acc: 0.5699, loss_cls: 3.1473, loss: 3.1473, grad_norm: 0.9613 2020-08-17 14:54:38,945 - mmaction - INFO - Epoch [60][360/627] lr: 5.247e-01, eta: 1 day, 22:49:29, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5621, loss_cls: 3.1673, loss: 3.1673, grad_norm: 0.9672 2020-08-17 14:55:07,062 - mmaction - INFO - Epoch [60][380/627] lr: 5.247e-01, eta: 1 day, 22:49:04, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5630, loss_cls: 3.1991, loss: 3.1991, grad_norm: 0.9686 2020-08-17 14:55:35,895 - mmaction - INFO - Epoch [60][400/627] lr: 5.247e-01, eta: 1 day, 22:48:41, time: 1.443, data_time: 0.003, memory: 8470, top1_acc: 0.3083, top5_acc: 0.5655, loss_cls: 3.1695, loss: 3.1695, grad_norm: 0.9693 2020-08-17 14:56:04,295 - mmaction - INFO - Epoch [60][420/627] lr: 5.247e-01, eta: 1 day, 22:48:17, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1695, loss: 3.1695, grad_norm: 0.9595 2020-08-17 14:56:32,516 - mmaction - INFO - Epoch [60][440/627] lr: 5.247e-01, eta: 1 day, 22:47:52, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5706, loss_cls: 3.1540, loss: 3.1540, grad_norm: 0.9741 2020-08-17 14:57:00,957 - mmaction - INFO - Epoch [60][460/627] lr: 5.247e-01, eta: 1 day, 22:47:28, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5594, loss_cls: 3.1778, loss: 3.1778, grad_norm: 0.9700 2020-08-17 14:57:29,239 - mmaction - INFO - Epoch [60][480/627] lr: 5.247e-01, eta: 1 day, 22:47:04, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3141, top5_acc: 0.5628, loss_cls: 3.1920, loss: 3.1920, grad_norm: 0.9549 2020-08-17 14:57:57,040 - mmaction - INFO - Epoch [60][500/627] lr: 5.247e-01, eta: 1 day, 22:46:38, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.3174, top5_acc: 0.5609, loss_cls: 3.1628, loss: 3.1628, grad_norm: 0.9603 2020-08-17 14:58:25,800 - mmaction - INFO - Epoch [60][520/627] lr: 5.247e-01, eta: 1 day, 22:46:15, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5589, loss_cls: 3.2040, loss: 3.2040, grad_norm: 0.9692 2020-08-17 14:58:53,638 - mmaction - INFO - Epoch [60][540/627] lr: 5.247e-01, eta: 1 day, 22:45:49, time: 1.393, data_time: 0.003, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5607, loss_cls: 3.1841, loss: 3.1841, grad_norm: 0.9623 2020-08-17 14:59:21,484 - mmaction - INFO - Epoch [60][560/627] lr: 5.247e-01, eta: 1 day, 22:45:23, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.2993, top5_acc: 0.5587, loss_cls: 3.2340, loss: 3.2340, grad_norm: 0.9754 2020-08-17 14:59:48,959 - mmaction - INFO - Epoch [60][580/627] lr: 5.247e-01, eta: 1 day, 22:44:56, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5650, loss_cls: 3.1757, loss: 3.1757, grad_norm: 0.9743 2020-08-17 15:00:20,430 - mmaction - INFO - Epoch [60][600/627] lr: 5.247e-01, eta: 1 day, 22:44:42, time: 1.564, data_time: 0.007, memory: 8470, top1_acc: 0.3048, top5_acc: 0.5548, loss_cls: 3.2216, loss: 3.2216, grad_norm: 0.9633 2020-08-17 15:00:46,150 - mmaction - INFO - Epoch [60][620/627] lr: 5.247e-01, eta: 1 day, 22:44:10, time: 1.295, data_time: 0.018, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5544, loss_cls: 3.2204, loss: 3.2204, grad_norm: 0.9848 2020-08-17 15:00:54,983 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-17 15:01:27,591 - mmaction - INFO - Epoch [61][20/627] lr: 5.223e-01, eta: 1 day, 22:43:13, time: 1.552, data_time: 0.443, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5562, loss_cls: 3.1973, loss: 3.1973, grad_norm: 0.9870 2020-08-17 15:01:55,441 - mmaction - INFO - Epoch [61][40/627] lr: 5.223e-01, eta: 1 day, 22:42:48, time: 1.394, data_time: 0.003, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5587, loss_cls: 3.1931, loss: 3.1931, grad_norm: 0.9659 2020-08-17 15:02:24,759 - mmaction - INFO - Epoch [61][60/627] lr: 5.223e-01, eta: 1 day, 22:42:26, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5720, loss_cls: 3.1510, loss: 3.1510, grad_norm: 0.9591 2020-08-17 15:02:54,338 - mmaction - INFO - Epoch [61][80/627] lr: 5.223e-01, eta: 1 day, 22:42:06, time: 1.480, data_time: 0.007, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5710, loss_cls: 3.1283, loss: 3.1283, grad_norm: 0.9618 2020-08-17 15:03:21,969 - mmaction - INFO - Epoch [61][100/627] lr: 5.223e-01, eta: 1 day, 22:41:40, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5734, loss_cls: 3.1526, loss: 3.1526, grad_norm: 0.9795 2020-08-17 15:03:50,002 - mmaction - INFO - Epoch [61][120/627] lr: 5.223e-01, eta: 1 day, 22:41:15, time: 1.402, data_time: 0.004, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5613, loss_cls: 3.1929, loss: 3.1929, grad_norm: 0.9784 2020-08-17 15:04:18,415 - mmaction - INFO - Epoch [61][140/627] lr: 5.223e-01, eta: 1 day, 22:40:50, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3150, top5_acc: 0.5671, loss_cls: 3.1509, loss: 3.1509, grad_norm: 0.9513 2020-08-17 15:04:47,379 - mmaction - INFO - Epoch [61][160/627] lr: 5.223e-01, eta: 1 day, 22:40:28, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3129, top5_acc: 0.5600, loss_cls: 3.1593, loss: 3.1593, grad_norm: 0.9734 2020-08-17 15:05:16,183 - mmaction - INFO - Epoch [61][180/627] lr: 5.223e-01, eta: 1 day, 22:40:05, time: 1.438, data_time: 0.004, memory: 8470, top1_acc: 0.3150, top5_acc: 0.5643, loss_cls: 3.1354, loss: 3.1354, grad_norm: 0.9741 2020-08-17 15:05:46,019 - mmaction - INFO - Epoch [61][200/627] lr: 5.223e-01, eta: 1 day, 22:39:46, time: 1.493, data_time: 0.005, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5602, loss_cls: 3.2001, loss: 3.2001, grad_norm: 0.9729 2020-08-17 15:06:15,340 - mmaction - INFO - Epoch [61][220/627] lr: 5.223e-01, eta: 1 day, 22:39:25, time: 1.466, data_time: 0.002, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5706, loss_cls: 3.1437, loss: 3.1437, grad_norm: 0.9943 2020-08-17 15:06:44,495 - mmaction - INFO - Epoch [61][240/627] lr: 5.223e-01, eta: 1 day, 22:39:03, time: 1.456, data_time: 0.004, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5660, loss_cls: 3.1598, loss: 3.1598, grad_norm: 0.9942 2020-08-17 15:07:14,228 - mmaction - INFO - Epoch [61][260/627] lr: 5.223e-01, eta: 1 day, 22:38:44, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5626, loss_cls: 3.1988, loss: 3.1988, grad_norm: 0.9783 2020-08-17 15:07:43,086 - mmaction - INFO - Epoch [61][280/627] lr: 5.223e-01, eta: 1 day, 22:38:21, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.3132, top5_acc: 0.5562, loss_cls: 3.2072, loss: 3.2072, grad_norm: 0.9682 2020-08-17 15:08:13,048 - mmaction - INFO - Epoch [61][300/627] lr: 5.223e-01, eta: 1 day, 22:38:02, time: 1.500, data_time: 0.005, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5622, loss_cls: 3.1664, loss: 3.1664, grad_norm: 0.9688 2020-08-17 15:08:42,908 - mmaction - INFO - Epoch [61][320/627] lr: 5.223e-01, eta: 1 day, 22:37:42, time: 1.491, data_time: 0.005, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5493, loss_cls: 3.2368, loss: 3.2368, grad_norm: 0.9851 2020-08-17 15:09:11,198 - mmaction - INFO - Epoch [61][340/627] lr: 5.223e-01, eta: 1 day, 22:37:18, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3178, top5_acc: 0.5678, loss_cls: 3.1565, loss: 3.1565, grad_norm: 0.9683 2020-08-17 15:09:40,035 - mmaction - INFO - Epoch [61][360/627] lr: 5.223e-01, eta: 1 day, 22:36:55, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5542, loss_cls: 3.2034, loss: 3.2034, grad_norm: 0.9742 2020-08-17 15:10:09,675 - mmaction - INFO - Epoch [61][380/627] lr: 5.223e-01, eta: 1 day, 22:36:35, time: 1.484, data_time: 0.005, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5605, loss_cls: 3.2171, loss: 3.2171, grad_norm: 0.9721 2020-08-17 15:10:38,775 - mmaction - INFO - Epoch [61][400/627] lr: 5.223e-01, eta: 1 day, 22:36:13, time: 1.455, data_time: 0.002, memory: 8470, top1_acc: 0.3095, top5_acc: 0.5603, loss_cls: 3.1874, loss: 3.1874, grad_norm: 0.9527 2020-08-17 15:11:09,020 - mmaction - INFO - Epoch [61][420/627] lr: 5.223e-01, eta: 1 day, 22:35:55, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.3043, top5_acc: 0.5566, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9766 2020-08-17 15:11:37,843 - mmaction - INFO - Epoch [61][440/627] lr: 5.223e-01, eta: 1 day, 22:35:32, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3059, top5_acc: 0.5599, loss_cls: 3.2025, loss: 3.2025, grad_norm: 0.9715 2020-08-17 15:12:06,669 - mmaction - INFO - Epoch [61][460/627] lr: 5.223e-01, eta: 1 day, 22:35:09, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3052, top5_acc: 0.5628, loss_cls: 3.1851, loss: 3.1851, grad_norm: 0.9639 2020-08-17 15:12:36,686 - mmaction - INFO - Epoch [61][480/627] lr: 5.223e-01, eta: 1 day, 22:34:50, time: 1.505, data_time: 0.007, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5576, loss_cls: 3.1821, loss: 3.1821, grad_norm: 0.9823 2020-08-17 15:13:06,202 - mmaction - INFO - Epoch [61][500/627] lr: 5.223e-01, eta: 1 day, 22:34:30, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.3069, top5_acc: 0.5633, loss_cls: 3.1897, loss: 3.1897, grad_norm: 0.9874 2020-08-17 15:13:35,381 - mmaction - INFO - Epoch [61][520/627] lr: 5.223e-01, eta: 1 day, 22:34:08, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1901, loss: 3.1901, grad_norm: 0.9731 2020-08-17 15:14:04,529 - mmaction - INFO - Epoch [61][540/627] lr: 5.223e-01, eta: 1 day, 22:33:46, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5552, loss_cls: 3.2174, loss: 3.2174, grad_norm: 0.9772 2020-08-17 15:14:33,365 - mmaction - INFO - Epoch [61][560/627] lr: 5.223e-01, eta: 1 day, 22:33:24, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5523, loss_cls: 3.2380, loss: 3.2380, grad_norm: 0.9668 2020-08-17 15:15:01,977 - mmaction - INFO - Epoch [61][580/627] lr: 5.223e-01, eta: 1 day, 22:33:00, time: 1.430, data_time: 0.003, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5499, loss_cls: 3.2088, loss: 3.2088, grad_norm: 0.9625 2020-08-17 15:15:30,991 - mmaction - INFO - Epoch [61][600/627] lr: 5.223e-01, eta: 1 day, 22:32:38, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.3066, top5_acc: 0.5613, loss_cls: 3.1958, loss: 3.1958, grad_norm: 0.9723 2020-08-17 15:16:00,097 - mmaction - INFO - Epoch [61][620/627] lr: 5.223e-01, eta: 1 day, 22:32:16, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5512, loss_cls: 3.2316, loss: 3.2316, grad_norm: 0.9872 2020-08-17 15:16:43,143 - mmaction - INFO - Epoch [62][20/627] lr: 5.198e-01, eta: 1 day, 22:31:28, time: 1.678, data_time: 0.400, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5618, loss_cls: 3.1979, loss: 3.1979, grad_norm: 0.9655 2020-08-17 15:17:12,812 - mmaction - INFO - Epoch [62][40/627] lr: 5.198e-01, eta: 1 day, 22:31:08, time: 1.485, data_time: 0.006, memory: 8470, top1_acc: 0.3076, top5_acc: 0.5579, loss_cls: 3.2105, loss: 3.2105, grad_norm: 0.9754 2020-08-17 15:17:40,738 - mmaction - INFO - Epoch [62][60/627] lr: 5.198e-01, eta: 1 day, 22:30:42, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5629, loss_cls: 3.1749, loss: 3.1749, grad_norm: 0.9662 2020-08-17 15:18:10,077 - mmaction - INFO - Epoch [62][80/627] lr: 5.198e-01, eta: 1 day, 22:30:21, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5737, loss_cls: 3.1668, loss: 3.1668, grad_norm: 0.9779 2020-08-17 15:18:39,610 - mmaction - INFO - Epoch [62][100/627] lr: 5.198e-01, eta: 1 day, 22:30:00, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.3026, top5_acc: 0.5592, loss_cls: 3.2210, loss: 3.2210, grad_norm: 0.9741 2020-08-17 15:19:08,867 - mmaction - INFO - Epoch [62][120/627] lr: 5.198e-01, eta: 1 day, 22:29:39, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5691, loss_cls: 3.1409, loss: 3.1409, grad_norm: 0.9550 2020-08-17 15:19:38,891 - mmaction - INFO - Epoch [62][140/627] lr: 5.198e-01, eta: 1 day, 22:29:19, time: 1.500, data_time: 0.005, memory: 8470, top1_acc: 0.3217, top5_acc: 0.5724, loss_cls: 3.1083, loss: 3.1083, grad_norm: 0.9846 2020-08-17 15:20:07,046 - mmaction - INFO - Epoch [62][160/627] lr: 5.198e-01, eta: 1 day, 22:28:54, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3091, top5_acc: 0.5628, loss_cls: 3.1858, loss: 3.1858, grad_norm: 0.9867 2020-08-17 15:20:35,829 - mmaction - INFO - Epoch [62][180/627] lr: 5.198e-01, eta: 1 day, 22:28:31, time: 1.439, data_time: 0.002, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5617, loss_cls: 3.1956, loss: 3.1956, grad_norm: 0.9729 2020-08-17 15:21:04,599 - mmaction - INFO - Epoch [62][200/627] lr: 5.198e-01, eta: 1 day, 22:28:08, time: 1.436, data_time: 0.004, memory: 8470, top1_acc: 0.3164, top5_acc: 0.5659, loss_cls: 3.1514, loss: 3.1514, grad_norm: 0.9603 2020-08-17 15:21:33,804 - mmaction - INFO - Epoch [62][220/627] lr: 5.198e-01, eta: 1 day, 22:27:47, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.3102, top5_acc: 0.5612, loss_cls: 3.2039, loss: 3.2039, grad_norm: 0.9802 2020-08-17 15:22:02,792 - mmaction - INFO - Epoch [62][240/627] lr: 5.198e-01, eta: 1 day, 22:27:24, time: 1.447, data_time: 0.004, memory: 8470, top1_acc: 0.3117, top5_acc: 0.5613, loss_cls: 3.1762, loss: 3.1762, grad_norm: 0.9718 2020-08-17 15:22:31,992 - mmaction - INFO - Epoch [62][260/627] lr: 5.198e-01, eta: 1 day, 22:27:02, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.3076, top5_acc: 0.5620, loss_cls: 3.1655, loss: 3.1655, grad_norm: 0.9767 2020-08-17 15:23:00,603 - mmaction - INFO - Epoch [62][280/627] lr: 5.198e-01, eta: 1 day, 22:26:39, time: 1.432, data_time: 0.004, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5602, loss_cls: 3.1784, loss: 3.1784, grad_norm: 0.9693 2020-08-17 15:23:29,986 - mmaction - INFO - Epoch [62][300/627] lr: 5.198e-01, eta: 1 day, 22:26:18, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.3249, top5_acc: 0.5763, loss_cls: 3.1281, loss: 3.1281, grad_norm: 0.9786 2020-08-17 15:23:59,023 - mmaction - INFO - Epoch [62][320/627] lr: 5.198e-01, eta: 1 day, 22:25:55, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.3053, top5_acc: 0.5645, loss_cls: 3.1751, loss: 3.1751, grad_norm: 0.9762 2020-08-17 15:24:27,863 - mmaction - INFO - Epoch [62][340/627] lr: 5.198e-01, eta: 1 day, 22:25:32, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5604, loss_cls: 3.1828, loss: 3.1828, grad_norm: 0.9847 2020-08-17 15:24:57,751 - mmaction - INFO - Epoch [62][360/627] lr: 5.198e-01, eta: 1 day, 22:25:13, time: 1.496, data_time: 0.005, memory: 8470, top1_acc: 0.3034, top5_acc: 0.5510, loss_cls: 3.2408, loss: 3.2408, grad_norm: 0.9803 2020-08-17 15:25:27,056 - mmaction - INFO - Epoch [62][380/627] lr: 5.198e-01, eta: 1 day, 22:24:51, time: 1.464, data_time: 0.004, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5559, loss_cls: 3.2143, loss: 3.2143, grad_norm: 0.9580 2020-08-17 15:25:56,374 - mmaction - INFO - Epoch [62][400/627] lr: 5.198e-01, eta: 1 day, 22:24:30, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5589, loss_cls: 3.1884, loss: 3.1884, grad_norm: 0.9721 2020-08-17 15:26:26,449 - mmaction - INFO - Epoch [62][420/627] lr: 5.198e-01, eta: 1 day, 22:24:11, time: 1.500, data_time: 0.004, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5678, loss_cls: 3.1598, loss: 3.1598, grad_norm: 0.9592 2020-08-17 15:26:56,525 - mmaction - INFO - Epoch [62][440/627] lr: 5.198e-01, eta: 1 day, 22:23:52, time: 1.507, data_time: 0.007, memory: 8470, top1_acc: 0.3085, top5_acc: 0.5665, loss_cls: 3.1956, loss: 3.1956, grad_norm: 0.9763 2020-08-17 15:27:24,643 - mmaction - INFO - Epoch [62][460/627] lr: 5.198e-01, eta: 1 day, 22:23:27, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5620, loss_cls: 3.1725, loss: 3.1725, grad_norm: 0.9634 2020-08-17 15:27:51,756 - mmaction - INFO - Epoch [62][480/627] lr: 5.198e-01, eta: 1 day, 22:22:58, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5600, loss_cls: 3.1753, loss: 3.1753, grad_norm: 0.9670 2020-08-17 15:28:19,243 - mmaction - INFO - Epoch [62][500/627] lr: 5.198e-01, eta: 1 day, 22:22:31, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5652, loss_cls: 3.1601, loss: 3.1601, grad_norm: 0.9588 2020-08-17 15:28:47,615 - mmaction - INFO - Epoch [62][520/627] lr: 5.198e-01, eta: 1 day, 22:22:07, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.3033, top5_acc: 0.5527, loss_cls: 3.2031, loss: 3.2031, grad_norm: 0.9945 2020-08-17 15:29:17,892 - mmaction - INFO - Epoch [62][540/627] lr: 5.198e-01, eta: 1 day, 22:21:48, time: 1.513, data_time: 0.002, memory: 8470, top1_acc: 0.3087, top5_acc: 0.5585, loss_cls: 3.2122, loss: 3.2122, grad_norm: 0.9832 2020-08-17 15:29:45,582 - mmaction - INFO - Epoch [62][560/627] lr: 5.198e-01, eta: 1 day, 22:21:21, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5609, loss_cls: 3.2053, loss: 3.2053, grad_norm: 0.9634 2020-08-17 15:30:13,948 - mmaction - INFO - Epoch [62][580/627] lr: 5.198e-01, eta: 1 day, 22:20:57, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3139, top5_acc: 0.5630, loss_cls: 3.1948, loss: 3.1948, grad_norm: 0.9495 2020-08-17 15:30:42,412 - mmaction - INFO - Epoch [62][600/627] lr: 5.198e-01, eta: 1 day, 22:20:33, time: 1.427, data_time: 0.007, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5706, loss_cls: 3.1331, loss: 3.1331, grad_norm: 0.9652 2020-08-17 15:31:10,512 - mmaction - INFO - Epoch [62][620/627] lr: 5.198e-01, eta: 1 day, 22:20:07, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5608, loss_cls: 3.2045, loss: 3.2045, grad_norm: 0.9637 2020-08-17 15:31:52,441 - mmaction - INFO - Epoch [63][20/627] lr: 5.173e-01, eta: 1 day, 22:19:18, time: 1.657, data_time: 0.419, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5671, loss_cls: 3.1492, loss: 3.1492, grad_norm: 0.9930 2020-08-17 15:32:20,253 - mmaction - INFO - Epoch [63][40/627] lr: 5.173e-01, eta: 1 day, 22:18:52, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3211, top5_acc: 0.5753, loss_cls: 3.1650, loss: 3.1650, grad_norm: 0.9820 2020-08-17 15:32:47,434 - mmaction - INFO - Epoch [63][60/627] lr: 5.173e-01, eta: 1 day, 22:18:24, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5665, loss_cls: 3.1481, loss: 3.1481, grad_norm: 0.9819 2020-08-17 15:33:14,570 - mmaction - INFO - Epoch [63][80/627] lr: 5.173e-01, eta: 1 day, 22:17:56, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5724, loss_cls: 3.1287, loss: 3.1287, grad_norm: 0.9722 2020-08-17 15:33:40,261 - mmaction - INFO - Epoch [63][100/627] lr: 5.173e-01, eta: 1 day, 22:17:23, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.3202, top5_acc: 0.5659, loss_cls: 3.1537, loss: 3.1537, grad_norm: 0.9805 2020-08-17 15:34:07,811 - mmaction - INFO - Epoch [63][120/627] lr: 5.173e-01, eta: 1 day, 22:16:56, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5630, loss_cls: 3.1690, loss: 3.1690, grad_norm: 0.9743 2020-08-17 15:34:34,051 - mmaction - INFO - Epoch [63][140/627] lr: 5.173e-01, eta: 1 day, 22:16:25, time: 1.315, data_time: 0.006, memory: 8470, top1_acc: 0.3124, top5_acc: 0.5617, loss_cls: 3.1750, loss: 3.1750, grad_norm: 0.9838 2020-08-17 15:35:01,283 - mmaction - INFO - Epoch [63][160/627] lr: 5.173e-01, eta: 1 day, 22:15:57, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5561, loss_cls: 3.2128, loss: 3.2128, grad_norm: 0.9729 2020-08-17 15:35:28,897 - mmaction - INFO - Epoch [63][180/627] lr: 5.173e-01, eta: 1 day, 22:15:30, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.3060, top5_acc: 0.5570, loss_cls: 3.1912, loss: 3.1912, grad_norm: 0.9811 2020-08-17 15:35:55,439 - mmaction - INFO - Epoch [63][200/627] lr: 5.173e-01, eta: 1 day, 22:15:00, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.3197, top5_acc: 0.5784, loss_cls: 3.1411, loss: 3.1411, grad_norm: 0.9650 2020-08-17 15:36:21,907 - mmaction - INFO - Epoch [63][220/627] lr: 5.173e-01, eta: 1 day, 22:14:29, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5617, loss_cls: 3.1829, loss: 3.1829, grad_norm: 0.9960 2020-08-17 15:36:50,128 - mmaction - INFO - Epoch [63][240/627] lr: 5.173e-01, eta: 1 day, 22:14:04, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5655, loss_cls: 3.1950, loss: 3.1950, grad_norm: 0.9738 2020-08-17 15:37:18,045 - mmaction - INFO - Epoch [63][260/627] lr: 5.173e-01, eta: 1 day, 22:13:39, time: 1.398, data_time: 0.007, memory: 8470, top1_acc: 0.3155, top5_acc: 0.5689, loss_cls: 3.1669, loss: 3.1669, grad_norm: 0.9703 2020-08-17 15:37:47,863 - mmaction - INFO - Epoch [63][280/627] lr: 5.173e-01, eta: 1 day, 22:13:18, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.3081, top5_acc: 0.5615, loss_cls: 3.1605, loss: 3.1605, grad_norm: 0.9822 2020-08-17 15:38:14,390 - mmaction - INFO - Epoch [63][300/627] lr: 5.173e-01, eta: 1 day, 22:12:48, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5749, loss_cls: 3.1095, loss: 3.1095, grad_norm: 0.9654 2020-08-17 15:38:42,355 - mmaction - INFO - Epoch [63][320/627] lr: 5.173e-01, eta: 1 day, 22:12:23, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5647, loss_cls: 3.1832, loss: 3.1832, grad_norm: 0.9647 2020-08-17 15:39:11,409 - mmaction - INFO - Epoch [63][340/627] lr: 5.173e-01, eta: 1 day, 22:12:00, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5645, loss_cls: 3.1925, loss: 3.1925, grad_norm: 0.9885 2020-08-17 15:39:36,610 - mmaction - INFO - Epoch [63][360/627] lr: 5.173e-01, eta: 1 day, 22:11:26, time: 1.262, data_time: 0.006, memory: 8470, top1_acc: 0.3077, top5_acc: 0.5669, loss_cls: 3.1709, loss: 3.1709, grad_norm: 0.9724 2020-08-17 15:40:06,000 - mmaction - INFO - Epoch [63][380/627] lr: 5.173e-01, eta: 1 day, 22:11:05, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5616, loss_cls: 3.1808, loss: 3.1808, grad_norm: 0.9741 2020-08-17 15:40:31,148 - mmaction - INFO - Epoch [63][400/627] lr: 5.173e-01, eta: 1 day, 22:10:30, time: 1.258, data_time: 0.003, memory: 8470, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1633, loss: 3.1633, grad_norm: 0.9598 2020-08-17 15:40:57,047 - mmaction - INFO - Epoch [63][420/627] lr: 5.173e-01, eta: 1 day, 22:09:58, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.3174, top5_acc: 0.5637, loss_cls: 3.1804, loss: 3.1804, grad_norm: 0.9913 2020-08-17 15:41:25,841 - mmaction - INFO - Epoch [63][440/627] lr: 5.173e-01, eta: 1 day, 22:09:35, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5706, loss_cls: 3.1448, loss: 3.1448, grad_norm: 0.9780 2020-08-17 15:41:52,307 - mmaction - INFO - Epoch [63][460/627] lr: 5.173e-01, eta: 1 day, 22:09:04, time: 1.323, data_time: 0.007, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5564, loss_cls: 3.2077, loss: 3.2077, grad_norm: 0.9751 2020-08-17 15:42:20,780 - mmaction - INFO - Epoch [63][480/627] lr: 5.173e-01, eta: 1 day, 22:08:40, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5508, loss_cls: 3.1918, loss: 3.1918, grad_norm: 0.9486 2020-08-17 15:42:46,368 - mmaction - INFO - Epoch [63][500/627] lr: 5.173e-01, eta: 1 day, 22:08:07, time: 1.279, data_time: 0.003, memory: 8470, top1_acc: 0.3147, top5_acc: 0.5734, loss_cls: 3.1577, loss: 3.1577, grad_norm: 0.9604 2020-08-17 15:43:13,370 - mmaction - INFO - Epoch [63][520/627] lr: 5.173e-01, eta: 1 day, 22:07:38, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.3074, top5_acc: 0.5652, loss_cls: 3.1782, loss: 3.1782, grad_norm: 0.9786 2020-08-17 15:43:40,284 - mmaction - INFO - Epoch [63][540/627] lr: 5.173e-01, eta: 1 day, 22:07:10, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.3186, top5_acc: 0.5707, loss_cls: 3.1443, loss: 3.1443, grad_norm: 0.9708 2020-08-17 15:44:07,808 - mmaction - INFO - Epoch [63][560/627] lr: 5.173e-01, eta: 1 day, 22:06:42, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5678, loss_cls: 3.1613, loss: 3.1613, grad_norm: 0.9826 2020-08-17 15:44:35,430 - mmaction - INFO - Epoch [63][580/627] lr: 5.173e-01, eta: 1 day, 22:06:16, time: 1.382, data_time: 0.003, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5630, loss_cls: 3.1894, loss: 3.1894, grad_norm: 0.9944 2020-08-17 15:45:02,425 - mmaction - INFO - Epoch [63][600/627] lr: 5.173e-01, eta: 1 day, 22:05:47, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.3141, top5_acc: 0.5677, loss_cls: 3.2025, loss: 3.2025, grad_norm: 0.9862 2020-08-17 15:45:30,719 - mmaction - INFO - Epoch [63][620/627] lr: 5.173e-01, eta: 1 day, 22:05:22, time: 1.416, data_time: 0.004, memory: 8470, top1_acc: 0.3039, top5_acc: 0.5637, loss_cls: 3.2005, loss: 3.2005, grad_norm: 0.9822 2020-08-17 15:46:12,168 - mmaction - INFO - Epoch [64][20/627] lr: 5.147e-01, eta: 1 day, 22:04:30, time: 1.599, data_time: 0.402, memory: 8470, top1_acc: 0.3146, top5_acc: 0.5663, loss_cls: 3.1427, loss: 3.1427, grad_norm: 0.9656 2020-08-17 15:46:40,276 - mmaction - INFO - Epoch [64][40/627] lr: 5.147e-01, eta: 1 day, 22:04:05, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3220, top5_acc: 0.5690, loss_cls: 3.1378, loss: 3.1378, grad_norm: 0.9797 2020-08-17 15:47:08,641 - mmaction - INFO - Epoch [64][60/627] lr: 5.147e-01, eta: 1 day, 22:03:40, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.3061, top5_acc: 0.5643, loss_cls: 3.1758, loss: 3.1758, grad_norm: 0.9877 2020-08-17 15:47:36,026 - mmaction - INFO - Epoch [64][80/627] lr: 5.147e-01, eta: 1 day, 22:03:12, time: 1.373, data_time: 0.007, memory: 8470, top1_acc: 0.3148, top5_acc: 0.5691, loss_cls: 3.1179, loss: 3.1179, grad_norm: 0.9778 2020-08-17 15:48:04,114 - mmaction - INFO - Epoch [64][100/627] lr: 5.147e-01, eta: 1 day, 22:02:47, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3134, top5_acc: 0.5699, loss_cls: 3.1495, loss: 3.1495, grad_norm: 0.9827 2020-08-17 15:48:32,697 - mmaction - INFO - Epoch [64][120/627] lr: 5.147e-01, eta: 1 day, 22:02:23, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5715, loss_cls: 3.1535, loss: 3.1535, grad_norm: 0.9924 2020-08-17 15:49:00,408 - mmaction - INFO - Epoch [64][140/627] lr: 5.147e-01, eta: 1 day, 22:01:57, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3220, top5_acc: 0.5658, loss_cls: 3.1613, loss: 3.1613, grad_norm: 0.9624 2020-08-17 15:49:28,775 - mmaction - INFO - Epoch [64][160/627] lr: 5.147e-01, eta: 1 day, 22:01:32, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5655, loss_cls: 3.1654, loss: 3.1654, grad_norm: 0.9684 2020-08-17 15:49:55,326 - mmaction - INFO - Epoch [64][180/627] lr: 5.147e-01, eta: 1 day, 22:01:02, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3103, top5_acc: 0.5499, loss_cls: 3.2176, loss: 3.2176, grad_norm: 0.9781 2020-08-17 15:50:22,813 - mmaction - INFO - Epoch [64][200/627] lr: 5.147e-01, eta: 1 day, 22:00:35, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3039, top5_acc: 0.5638, loss_cls: 3.1663, loss: 3.1663, grad_norm: 0.9644 2020-08-17 15:50:50,346 - mmaction - INFO - Epoch [64][220/627] lr: 5.147e-01, eta: 1 day, 22:00:08, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.3134, top5_acc: 0.5764, loss_cls: 3.1277, loss: 3.1277, grad_norm: 0.9861 2020-08-17 15:51:19,229 - mmaction - INFO - Epoch [64][240/627] lr: 5.147e-01, eta: 1 day, 21:59:45, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3096, top5_acc: 0.5630, loss_cls: 3.1884, loss: 3.1884, grad_norm: 0.9833 2020-08-17 15:51:49,382 - mmaction - INFO - Epoch [64][260/627] lr: 5.147e-01, eta: 1 day, 21:59:26, time: 1.506, data_time: 0.005, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5561, loss_cls: 3.1846, loss: 3.1846, grad_norm: 0.9821 2020-08-17 15:52:18,634 - mmaction - INFO - Epoch [64][280/627] lr: 5.147e-01, eta: 1 day, 21:59:04, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5611, loss_cls: 3.1776, loss: 3.1776, grad_norm: 0.9735 2020-08-17 15:52:48,344 - mmaction - INFO - Epoch [64][300/627] lr: 5.147e-01, eta: 1 day, 21:58:43, time: 1.487, data_time: 0.007, memory: 8470, top1_acc: 0.3207, top5_acc: 0.5595, loss_cls: 3.1766, loss: 3.1766, grad_norm: 0.9743 2020-08-17 15:53:17,108 - mmaction - INFO - Epoch [64][320/627] lr: 5.147e-01, eta: 1 day, 21:58:20, time: 1.438, data_time: 0.002, memory: 8470, top1_acc: 0.3202, top5_acc: 0.5832, loss_cls: 3.1309, loss: 3.1309, grad_norm: 0.9970 2020-08-17 15:53:46,730 - mmaction - INFO - Epoch [64][340/627] lr: 5.147e-01, eta: 1 day, 21:57:59, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.3164, top5_acc: 0.5616, loss_cls: 3.1759, loss: 3.1759, grad_norm: 0.9593 2020-08-17 15:54:15,534 - mmaction - INFO - Epoch [64][360/627] lr: 5.147e-01, eta: 1 day, 21:57:36, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5605, loss_cls: 3.1702, loss: 3.1702, grad_norm: 0.9879 2020-08-17 15:54:45,531 - mmaction - INFO - Epoch [64][380/627] lr: 5.147e-01, eta: 1 day, 21:57:16, time: 1.499, data_time: 0.007, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5604, loss_cls: 3.1686, loss: 3.1686, grad_norm: 0.9704 2020-08-17 15:55:14,090 - mmaction - INFO - Epoch [64][400/627] lr: 5.147e-01, eta: 1 day, 21:56:52, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5660, loss_cls: 3.1455, loss: 3.1455, grad_norm: 0.9662 2020-08-17 15:55:43,842 - mmaction - INFO - Epoch [64][420/627] lr: 5.147e-01, eta: 1 day, 21:56:32, time: 1.486, data_time: 0.003, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5674, loss_cls: 3.1556, loss: 3.1556, grad_norm: 0.9797 2020-08-17 15:56:13,172 - mmaction - INFO - Epoch [64][440/627] lr: 5.147e-01, eta: 1 day, 21:56:10, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5775, loss_cls: 3.1168, loss: 3.1168, grad_norm: 0.9878 2020-08-17 15:56:42,844 - mmaction - INFO - Epoch [64][460/627] lr: 5.147e-01, eta: 1 day, 21:55:49, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5691, loss_cls: 3.1591, loss: 3.1591, grad_norm: 0.9913 2020-08-17 15:57:12,522 - mmaction - INFO - Epoch [64][480/627] lr: 5.147e-01, eta: 1 day, 21:55:29, time: 1.487, data_time: 0.006, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5763, loss_cls: 3.1333, loss: 3.1333, grad_norm: 0.9795 2020-08-17 15:57:41,508 - mmaction - INFO - Epoch [64][500/627] lr: 5.147e-01, eta: 1 day, 21:55:06, time: 1.449, data_time: 0.002, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5585, loss_cls: 3.1955, loss: 3.1955, grad_norm: 0.9715 2020-08-17 15:58:10,635 - mmaction - INFO - Epoch [64][520/627] lr: 5.147e-01, eta: 1 day, 21:54:44, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5672, loss_cls: 3.1574, loss: 3.1574, grad_norm: 0.9748 2020-08-17 15:58:39,785 - mmaction - INFO - Epoch [64][540/627] lr: 5.147e-01, eta: 1 day, 21:54:21, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3187, top5_acc: 0.5661, loss_cls: 3.1692, loss: 3.1692, grad_norm: 0.9745 2020-08-17 15:59:08,953 - mmaction - INFO - Epoch [64][560/627] lr: 5.147e-01, eta: 1 day, 21:53:59, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5751, loss_cls: 3.1372, loss: 3.1372, grad_norm: 0.9913 2020-08-17 15:59:38,416 - mmaction - INFO - Epoch [64][580/627] lr: 5.147e-01, eta: 1 day, 21:53:38, time: 1.471, data_time: 0.007, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5715, loss_cls: 3.1404, loss: 3.1404, grad_norm: 0.9687 2020-08-17 16:00:09,854 - mmaction - INFO - Epoch [64][600/627] lr: 5.147e-01, eta: 1 day, 21:53:22, time: 1.566, data_time: 0.007, memory: 8470, top1_acc: 0.3016, top5_acc: 0.5536, loss_cls: 3.2167, loss: 3.2167, grad_norm: 0.9926 2020-08-17 16:00:38,737 - mmaction - INFO - Epoch [64][620/627] lr: 5.147e-01, eta: 1 day, 21:52:59, time: 1.453, data_time: 0.016, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5565, loss_cls: 3.2197, loss: 3.2197, grad_norm: 0.9699 2020-08-17 16:00:48,018 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-08-17 16:01:25,348 - mmaction - INFO - Epoch [65][20/627] lr: 5.121e-01, eta: 1 day, 21:52:18, time: 1.776, data_time: 0.529, memory: 8470, top1_acc: 0.3083, top5_acc: 0.5663, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.0004 2020-08-17 16:01:52,657 - mmaction - INFO - Epoch [65][40/627] lr: 5.121e-01, eta: 1 day, 21:51:50, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5570, loss_cls: 3.1848, loss: 3.1848, grad_norm: 0.9756 2020-08-17 16:02:21,507 - mmaction - INFO - Epoch [65][60/627] lr: 5.121e-01, eta: 1 day, 21:51:27, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3138, top5_acc: 0.5672, loss_cls: 3.1527, loss: 3.1527, grad_norm: 0.9646 2020-08-17 16:02:49,908 - mmaction - INFO - Epoch [65][80/627] lr: 5.121e-01, eta: 1 day, 21:51:02, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3283, top5_acc: 0.5773, loss_cls: 3.1005, loss: 3.1005, grad_norm: 0.9973 2020-08-17 16:03:19,739 - mmaction - INFO - Epoch [65][100/627] lr: 5.121e-01, eta: 1 day, 21:50:42, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3082, top5_acc: 0.5609, loss_cls: 3.1954, loss: 3.1954, grad_norm: 0.9898 2020-08-17 16:03:48,156 - mmaction - INFO - Epoch [65][120/627] lr: 5.121e-01, eta: 1 day, 21:50:17, time: 1.421, data_time: 0.004, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5674, loss_cls: 3.1418, loss: 3.1418, grad_norm: 0.9708 2020-08-17 16:04:17,514 - mmaction - INFO - Epoch [65][140/627] lr: 5.121e-01, eta: 1 day, 21:49:56, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5650, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.0001 2020-08-17 16:04:47,492 - mmaction - INFO - Epoch [65][160/627] lr: 5.121e-01, eta: 1 day, 21:49:36, time: 1.500, data_time: 0.005, memory: 8470, top1_acc: 0.3014, top5_acc: 0.5452, loss_cls: 3.2369, loss: 3.2369, grad_norm: 0.9886 2020-08-17 16:05:16,937 - mmaction - INFO - Epoch [65][180/627] lr: 5.121e-01, eta: 1 day, 21:49:14, time: 1.468, data_time: 0.004, memory: 8470, top1_acc: 0.3221, top5_acc: 0.5719, loss_cls: 3.1534, loss: 3.1534, grad_norm: 0.9661 2020-08-17 16:05:44,931 - mmaction - INFO - Epoch [65][200/627] lr: 5.121e-01, eta: 1 day, 21:48:49, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5737, loss_cls: 3.1071, loss: 3.1071, grad_norm: 0.9735 2020-08-17 16:06:14,743 - mmaction - INFO - Epoch [65][220/627] lr: 5.121e-01, eta: 1 day, 21:48:28, time: 1.489, data_time: 0.005, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5611, loss_cls: 3.1474, loss: 3.1474, grad_norm: 0.9727 2020-08-17 16:06:44,279 - mmaction - INFO - Epoch [65][240/627] lr: 5.121e-01, eta: 1 day, 21:48:07, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5599, loss_cls: 3.1623, loss: 3.1623, grad_norm: 0.9824 2020-08-17 16:07:12,854 - mmaction - INFO - Epoch [65][260/627] lr: 5.121e-01, eta: 1 day, 21:47:43, time: 1.427, data_time: 0.007, memory: 8470, top1_acc: 0.3125, top5_acc: 0.5639, loss_cls: 3.1875, loss: 3.1875, grad_norm: 0.9790 2020-08-17 16:07:42,186 - mmaction - INFO - Epoch [65][280/627] lr: 5.121e-01, eta: 1 day, 21:47:21, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.3062, top5_acc: 0.5581, loss_cls: 3.1932, loss: 3.1932, grad_norm: 0.9730 2020-08-17 16:08:12,340 - mmaction - INFO - Epoch [65][300/627] lr: 5.121e-01, eta: 1 day, 21:47:02, time: 1.508, data_time: 0.006, memory: 8470, top1_acc: 0.3286, top5_acc: 0.5612, loss_cls: 3.1590, loss: 3.1590, grad_norm: 0.9862 2020-08-17 16:08:40,512 - mmaction - INFO - Epoch [65][320/627] lr: 5.121e-01, eta: 1 day, 21:46:36, time: 1.407, data_time: 0.003, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5729, loss_cls: 3.1383, loss: 3.1383, grad_norm: 0.9588 2020-08-17 16:09:08,607 - mmaction - INFO - Epoch [65][340/627] lr: 5.121e-01, eta: 1 day, 21:46:11, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3124, top5_acc: 0.5651, loss_cls: 3.1799, loss: 3.1799, grad_norm: 0.9858 2020-08-17 16:09:38,047 - mmaction - INFO - Epoch [65][360/627] lr: 5.121e-01, eta: 1 day, 21:45:49, time: 1.472, data_time: 0.002, memory: 8470, top1_acc: 0.3102, top5_acc: 0.5622, loss_cls: 3.1912, loss: 3.1912, grad_norm: 0.9639 2020-08-17 16:10:06,760 - mmaction - INFO - Epoch [65][380/627] lr: 5.121e-01, eta: 1 day, 21:45:25, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5630, loss_cls: 3.1750, loss: 3.1750, grad_norm: 0.9849 2020-08-17 16:10:36,223 - mmaction - INFO - Epoch [65][400/627] lr: 5.121e-01, eta: 1 day, 21:45:04, time: 1.474, data_time: 0.003, memory: 8470, top1_acc: 0.3168, top5_acc: 0.5622, loss_cls: 3.1623, loss: 3.1623, grad_norm: 0.9802 2020-08-17 16:11:04,720 - mmaction - INFO - Epoch [65][420/627] lr: 5.121e-01, eta: 1 day, 21:44:39, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5542, loss_cls: 3.2030, loss: 3.2030, grad_norm: 0.9777 2020-08-17 16:11:32,996 - mmaction - INFO - Epoch [65][440/627] lr: 5.121e-01, eta: 1 day, 21:44:14, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3128, top5_acc: 0.5615, loss_cls: 3.1648, loss: 3.1648, grad_norm: 0.9688 2020-08-17 16:12:02,072 - mmaction - INFO - Epoch [65][460/627] lr: 5.121e-01, eta: 1 day, 21:43:52, time: 1.451, data_time: 0.004, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5684, loss_cls: 3.1424, loss: 3.1424, grad_norm: 0.9826 2020-08-17 16:12:30,571 - mmaction - INFO - Epoch [65][480/627] lr: 5.121e-01, eta: 1 day, 21:43:27, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5678, loss_cls: 3.1603, loss: 3.1603, grad_norm: 0.9586 2020-08-17 16:12:59,145 - mmaction - INFO - Epoch [65][500/627] lr: 5.121e-01, eta: 1 day, 21:43:03, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5732, loss_cls: 3.1241, loss: 3.1241, grad_norm: 0.9760 2020-08-17 16:13:27,524 - mmaction - INFO - Epoch [65][520/627] lr: 5.121e-01, eta: 1 day, 21:42:39, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5720, loss_cls: 3.1691, loss: 3.1691, grad_norm: 0.9782 2020-08-17 16:13:55,528 - mmaction - INFO - Epoch [65][540/627] lr: 5.121e-01, eta: 1 day, 21:42:13, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5745, loss_cls: 3.1611, loss: 3.1611, grad_norm: 0.9809 2020-08-17 16:14:24,412 - mmaction - INFO - Epoch [65][560/627] lr: 5.121e-01, eta: 1 day, 21:41:49, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3079, top5_acc: 0.5616, loss_cls: 3.1911, loss: 3.1911, grad_norm: 0.9992 2020-08-17 16:14:53,232 - mmaction - INFO - Epoch [65][580/627] lr: 5.121e-01, eta: 1 day, 21:41:26, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5686, loss_cls: 3.1516, loss: 3.1516, grad_norm: 0.9763 2020-08-17 16:15:21,945 - mmaction - INFO - Epoch [65][600/627] lr: 5.121e-01, eta: 1 day, 21:41:02, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5674, loss_cls: 3.1782, loss: 3.1782, grad_norm: 0.9886 2020-08-17 16:15:49,679 - mmaction - INFO - Epoch [65][620/627] lr: 5.121e-01, eta: 1 day, 21:40:35, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3120, top5_acc: 0.5553, loss_cls: 3.2201, loss: 3.2201, grad_norm: 0.9722 2020-08-17 16:16:32,498 - mmaction - INFO - Epoch [66][20/627] lr: 5.095e-01, eta: 1 day, 21:39:48, time: 1.683, data_time: 0.414, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5712, loss_cls: 3.1452, loss: 3.1452, grad_norm: 0.9795 2020-08-17 16:17:00,606 - mmaction - INFO - Epoch [66][40/627] lr: 5.095e-01, eta: 1 day, 21:39:23, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5790, loss_cls: 3.1375, loss: 3.1375, grad_norm: 0.9722 2020-08-17 16:17:28,247 - mmaction - INFO - Epoch [66][60/627] lr: 5.095e-01, eta: 1 day, 21:38:56, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5776, loss_cls: 3.1364, loss: 3.1364, grad_norm: 0.9916 2020-08-17 16:17:56,594 - mmaction - INFO - Epoch [66][80/627] lr: 5.095e-01, eta: 1 day, 21:38:31, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3122, top5_acc: 0.5651, loss_cls: 3.1460, loss: 3.1460, grad_norm: 0.9933 2020-08-17 16:18:24,430 - mmaction - INFO - Epoch [66][100/627] lr: 5.095e-01, eta: 1 day, 21:38:05, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3210, top5_acc: 0.5725, loss_cls: 3.1183, loss: 3.1183, grad_norm: 0.9925 2020-08-17 16:18:52,780 - mmaction - INFO - Epoch [66][120/627] lr: 5.095e-01, eta: 1 day, 21:37:40, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.3132, top5_acc: 0.5637, loss_cls: 3.1767, loss: 3.1767, grad_norm: 0.9957 2020-08-17 16:19:21,185 - mmaction - INFO - Epoch [66][140/627] lr: 5.095e-01, eta: 1 day, 21:37:15, time: 1.421, data_time: 0.003, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5721, loss_cls: 3.1610, loss: 3.1610, grad_norm: 0.9941 2020-08-17 16:19:50,445 - mmaction - INFO - Epoch [66][160/627] lr: 5.095e-01, eta: 1 day, 21:36:53, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.3164, top5_acc: 0.5702, loss_cls: 3.1485, loss: 3.1485, grad_norm: 0.9813 2020-08-17 16:20:18,796 - mmaction - INFO - Epoch [66][180/627] lr: 5.095e-01, eta: 1 day, 21:36:28, time: 1.419, data_time: 0.007, memory: 8470, top1_acc: 0.3109, top5_acc: 0.5600, loss_cls: 3.1961, loss: 3.1961, grad_norm: 0.9716 2020-08-17 16:20:46,765 - mmaction - INFO - Epoch [66][200/627] lr: 5.095e-01, eta: 1 day, 21:36:02, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3270, top5_acc: 0.5776, loss_cls: 3.0932, loss: 3.0932, grad_norm: 0.9898 2020-08-17 16:21:15,706 - mmaction - INFO - Epoch [66][220/627] lr: 5.095e-01, eta: 1 day, 21:35:39, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5719, loss_cls: 3.1418, loss: 3.1418, grad_norm: 0.9898 2020-08-17 16:21:44,692 - mmaction - INFO - Epoch [66][240/627] lr: 5.095e-01, eta: 1 day, 21:35:16, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5618, loss_cls: 3.1517, loss: 3.1517, grad_norm: 0.9737 2020-08-17 16:22:12,864 - mmaction - INFO - Epoch [66][260/627] lr: 5.095e-01, eta: 1 day, 21:34:51, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5704, loss_cls: 3.1634, loss: 3.1634, grad_norm: 0.9935 2020-08-17 16:22:41,934 - mmaction - INFO - Epoch [66][280/627] lr: 5.095e-01, eta: 1 day, 21:34:28, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5632, loss_cls: 3.1805, loss: 3.1805, grad_norm: 0.9813 2020-08-17 16:23:09,347 - mmaction - INFO - Epoch [66][300/627] lr: 5.095e-01, eta: 1 day, 21:34:00, time: 1.368, data_time: 0.002, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5638, loss_cls: 3.1426, loss: 3.1426, grad_norm: 0.9758 2020-08-17 16:23:38,688 - mmaction - INFO - Epoch [66][320/627] lr: 5.095e-01, eta: 1 day, 21:33:38, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5893, loss_cls: 3.0919, loss: 3.0919, grad_norm: 0.9913 2020-08-17 16:24:05,998 - mmaction - INFO - Epoch [66][340/627] lr: 5.095e-01, eta: 1 day, 21:33:10, time: 1.366, data_time: 0.007, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5656, loss_cls: 3.1653, loss: 3.1653, grad_norm: 0.9846 2020-08-17 16:24:35,382 - mmaction - INFO - Epoch [66][360/627] lr: 5.095e-01, eta: 1 day, 21:32:48, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5602, loss_cls: 3.1761, loss: 3.1761, grad_norm: 0.9884 2020-08-17 16:25:03,575 - mmaction - INFO - Epoch [66][380/627] lr: 5.095e-01, eta: 1 day, 21:32:22, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5647, loss_cls: 3.1636, loss: 3.1636, grad_norm: 0.9884 2020-08-17 16:25:31,697 - mmaction - INFO - Epoch [66][400/627] lr: 5.095e-01, eta: 1 day, 21:31:57, time: 1.430, data_time: 0.027, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5609, loss_cls: 3.1781, loss: 3.1781, grad_norm: 0.9861 2020-08-17 16:26:00,588 - mmaction - INFO - Epoch [66][420/627] lr: 5.095e-01, eta: 1 day, 21:31:34, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5632, loss_cls: 3.1653, loss: 3.1653, grad_norm: 0.9908 2020-08-17 16:26:28,488 - mmaction - INFO - Epoch [66][440/627] lr: 5.095e-01, eta: 1 day, 21:31:08, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3174, top5_acc: 0.5690, loss_cls: 3.1693, loss: 3.1693, grad_norm: 0.9872 2020-08-17 16:26:58,138 - mmaction - INFO - Epoch [66][460/627] lr: 5.095e-01, eta: 1 day, 21:30:47, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5616, loss_cls: 3.2111, loss: 3.2111, grad_norm: 0.9887 2020-08-17 16:27:26,530 - mmaction - INFO - Epoch [66][480/627] lr: 5.095e-01, eta: 1 day, 21:30:22, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5638, loss_cls: 3.1841, loss: 3.1841, grad_norm: 0.9676 2020-08-17 16:27:56,089 - mmaction - INFO - Epoch [66][500/627] lr: 5.095e-01, eta: 1 day, 21:30:00, time: 1.476, data_time: 0.006, memory: 8470, top1_acc: 0.3186, top5_acc: 0.5702, loss_cls: 3.1349, loss: 3.1349, grad_norm: 0.9639 2020-08-17 16:28:26,651 - mmaction - INFO - Epoch [66][520/627] lr: 5.095e-01, eta: 1 day, 21:29:42, time: 1.528, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5658, loss_cls: 3.1476, loss: 3.1476, grad_norm: 0.9845 2020-08-17 16:28:55,389 - mmaction - INFO - Epoch [66][540/627] lr: 5.095e-01, eta: 1 day, 21:29:18, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.1599, loss: 3.1599, grad_norm: 0.9952 2020-08-17 16:29:24,159 - mmaction - INFO - Epoch [66][560/627] lr: 5.095e-01, eta: 1 day, 21:28:55, time: 1.440, data_time: 0.003, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5725, loss_cls: 3.1392, loss: 3.1392, grad_norm: 0.9877 2020-08-17 16:29:52,387 - mmaction - INFO - Epoch [66][580/627] lr: 5.095e-01, eta: 1 day, 21:28:29, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5727, loss_cls: 3.1299, loss: 3.1299, grad_norm: 0.9832 2020-08-17 16:30:20,362 - mmaction - INFO - Epoch [66][600/627] lr: 5.095e-01, eta: 1 day, 21:28:03, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3089, top5_acc: 0.5620, loss_cls: 3.1737, loss: 3.1737, grad_norm: 0.9817 2020-08-17 16:30:47,820 - mmaction - INFO - Epoch [66][620/627] lr: 5.095e-01, eta: 1 day, 21:27:36, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5544, loss_cls: 3.2209, loss: 3.2209, grad_norm: 0.9838 2020-08-17 16:31:29,829 - mmaction - INFO - Epoch [67][20/627] lr: 5.069e-01, eta: 1 day, 21:26:46, time: 1.629, data_time: 0.370, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5556, loss_cls: 3.2073, loss: 3.2073, grad_norm: 0.9875 2020-08-17 16:31:58,705 - mmaction - INFO - Epoch [67][40/627] lr: 5.069e-01, eta: 1 day, 21:26:22, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.3370, top5_acc: 0.5819, loss_cls: 3.0813, loss: 3.0813, grad_norm: 0.9819 2020-08-17 16:32:25,813 - mmaction - INFO - Epoch [67][60/627] lr: 5.069e-01, eta: 1 day, 21:25:54, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.3139, top5_acc: 0.5711, loss_cls: 3.1460, loss: 3.1460, grad_norm: 0.9991 2020-08-17 16:32:53,819 - mmaction - INFO - Epoch [67][80/627] lr: 5.069e-01, eta: 1 day, 21:25:28, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3202, top5_acc: 0.5658, loss_cls: 3.1262, loss: 3.1262, grad_norm: 0.9952 2020-08-17 16:33:21,061 - mmaction - INFO - Epoch [67][100/627] lr: 5.069e-01, eta: 1 day, 21:25:00, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5749, loss_cls: 3.1114, loss: 3.1114, grad_norm: 0.9752 2020-08-17 16:33:50,182 - mmaction - INFO - Epoch [67][120/627] lr: 5.069e-01, eta: 1 day, 21:24:37, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3230, top5_acc: 0.5784, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.0049 2020-08-17 16:34:17,561 - mmaction - INFO - Epoch [67][140/627] lr: 5.069e-01, eta: 1 day, 21:24:09, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.3177, top5_acc: 0.5665, loss_cls: 3.1455, loss: 3.1455, grad_norm: 0.9758 2020-08-17 16:34:45,016 - mmaction - INFO - Epoch [67][160/627] lr: 5.069e-01, eta: 1 day, 21:23:42, time: 1.376, data_time: 0.007, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5632, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.0019 2020-08-17 16:35:11,894 - mmaction - INFO - Epoch [67][180/627] lr: 5.069e-01, eta: 1 day, 21:23:12, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.3132, top5_acc: 0.5665, loss_cls: 3.1995, loss: 3.1995, grad_norm: 0.9894 2020-08-17 16:35:39,363 - mmaction - INFO - Epoch [67][200/627] lr: 5.069e-01, eta: 1 day, 21:22:45, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3117, top5_acc: 0.5628, loss_cls: 3.1635, loss: 3.1635, grad_norm: 0.9719 2020-08-17 16:36:06,679 - mmaction - INFO - Epoch [67][220/627] lr: 5.069e-01, eta: 1 day, 21:22:17, time: 1.366, data_time: 0.003, memory: 8470, top1_acc: 0.3178, top5_acc: 0.5734, loss_cls: 3.1339, loss: 3.1339, grad_norm: 0.9782 2020-08-17 16:36:34,128 - mmaction - INFO - Epoch [67][240/627] lr: 5.069e-01, eta: 1 day, 21:21:49, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5714, loss_cls: 3.1196, loss: 3.1196, grad_norm: 0.9824 2020-08-17 16:37:01,896 - mmaction - INFO - Epoch [67][260/627] lr: 5.069e-01, eta: 1 day, 21:21:23, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5677, loss_cls: 3.1554, loss: 3.1554, grad_norm: 0.9960 2020-08-17 16:37:29,169 - mmaction - INFO - Epoch [67][280/627] lr: 5.069e-01, eta: 1 day, 21:20:55, time: 1.363, data_time: 0.007, memory: 8470, top1_acc: 0.3129, top5_acc: 0.5572, loss_cls: 3.1927, loss: 3.1927, grad_norm: 0.9786 2020-08-17 16:37:56,497 - mmaction - INFO - Epoch [67][300/627] lr: 5.069e-01, eta: 1 day, 21:20:27, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5724, loss_cls: 3.1278, loss: 3.1278, grad_norm: 0.9951 2020-08-17 16:38:23,813 - mmaction - INFO - Epoch [67][320/627] lr: 5.069e-01, eta: 1 day, 21:19:59, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5730, loss_cls: 3.1466, loss: 3.1466, grad_norm: 0.9888 2020-08-17 16:38:52,066 - mmaction - INFO - Epoch [67][340/627] lr: 5.069e-01, eta: 1 day, 21:19:34, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.3203, top5_acc: 0.5710, loss_cls: 3.1429, loss: 3.1429, grad_norm: 0.9826 2020-08-17 16:39:18,713 - mmaction - INFO - Epoch [67][360/627] lr: 5.069e-01, eta: 1 day, 21:19:04, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.3172, top5_acc: 0.5686, loss_cls: 3.1590, loss: 3.1590, grad_norm: 0.9772 2020-08-17 16:39:46,196 - mmaction - INFO - Epoch [67][380/627] lr: 5.069e-01, eta: 1 day, 21:18:36, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5534, loss_cls: 3.2157, loss: 3.2157, grad_norm: 0.9838 2020-08-17 16:40:12,956 - mmaction - INFO - Epoch [67][400/627] lr: 5.069e-01, eta: 1 day, 21:18:07, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5500, loss_cls: 3.2063, loss: 3.2063, grad_norm: 0.9573 2020-08-17 16:40:41,894 - mmaction - INFO - Epoch [67][420/627] lr: 5.069e-01, eta: 1 day, 21:17:44, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5714, loss_cls: 3.1493, loss: 3.1493, grad_norm: 0.9649 2020-08-17 16:41:08,310 - mmaction - INFO - Epoch [67][440/627] lr: 5.069e-01, eta: 1 day, 21:17:13, time: 1.323, data_time: 0.007, memory: 8470, top1_acc: 0.3211, top5_acc: 0.5764, loss_cls: 3.1450, loss: 3.1450, grad_norm: 0.9902 2020-08-17 16:41:35,404 - mmaction - INFO - Epoch [67][460/627] lr: 5.069e-01, eta: 1 day, 21:16:45, time: 1.353, data_time: 0.007, memory: 8470, top1_acc: 0.3229, top5_acc: 0.5664, loss_cls: 3.1588, loss: 3.1588, grad_norm: 0.9711 2020-08-17 16:42:02,504 - mmaction - INFO - Epoch [67][480/627] lr: 5.069e-01, eta: 1 day, 21:16:16, time: 1.358, data_time: 0.007, memory: 8470, top1_acc: 0.3178, top5_acc: 0.5691, loss_cls: 3.1505, loss: 3.1505, grad_norm: 0.9890 2020-08-17 16:42:29,639 - mmaction - INFO - Epoch [67][500/627] lr: 5.069e-01, eta: 1 day, 21:15:48, time: 1.357, data_time: 0.002, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5635, loss_cls: 3.1576, loss: 3.1576, grad_norm: 0.9922 2020-08-17 16:42:56,117 - mmaction - INFO - Epoch [67][520/627] lr: 5.069e-01, eta: 1 day, 21:15:17, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5638, loss_cls: 3.2043, loss: 3.2043, grad_norm: 0.9885 2020-08-17 16:43:22,987 - mmaction - INFO - Epoch [67][540/627] lr: 5.069e-01, eta: 1 day, 21:14:48, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5569, loss_cls: 3.2115, loss: 3.2115, grad_norm: 0.9713 2020-08-17 16:43:47,835 - mmaction - INFO - Epoch [67][560/627] lr: 5.069e-01, eta: 1 day, 21:14:13, time: 1.242, data_time: 0.002, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5697, loss_cls: 3.1388, loss: 3.1388, grad_norm: 0.9826 2020-08-17 16:44:17,155 - mmaction - INFO - Epoch [67][580/627] lr: 5.069e-01, eta: 1 day, 21:13:51, time: 1.466, data_time: 0.007, memory: 8470, top1_acc: 0.3172, top5_acc: 0.5740, loss_cls: 3.1372, loss: 3.1372, grad_norm: 0.9872 2020-08-17 16:44:42,042 - mmaction - INFO - Epoch [67][600/627] lr: 5.069e-01, eta: 1 day, 21:13:16, time: 1.241, data_time: 0.006, memory: 8470, top1_acc: 0.3134, top5_acc: 0.5630, loss_cls: 3.1541, loss: 3.1541, grad_norm: 0.9759 2020-08-17 16:45:09,010 - mmaction - INFO - Epoch [67][620/627] lr: 5.069e-01, eta: 1 day, 21:12:48, time: 1.352, data_time: 0.007, memory: 8470, top1_acc: 0.3207, top5_acc: 0.5721, loss_cls: 3.1365, loss: 3.1365, grad_norm: 0.9805 2020-08-17 16:45:49,242 - mmaction - INFO - Epoch [68][20/627] lr: 5.042e-01, eta: 1 day, 21:11:55, time: 1.581, data_time: 0.415, memory: 8470, top1_acc: 0.3081, top5_acc: 0.5604, loss_cls: 3.1986, loss: 3.1986, grad_norm: 1.0040 2020-08-17 16:46:16,807 - mmaction - INFO - Epoch [68][40/627] lr: 5.042e-01, eta: 1 day, 21:11:28, time: 1.379, data_time: 0.003, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5719, loss_cls: 3.1534, loss: 3.1534, grad_norm: 0.9932 2020-08-17 16:46:42,276 - mmaction - INFO - Epoch [68][60/627] lr: 5.042e-01, eta: 1 day, 21:10:55, time: 1.273, data_time: 0.007, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5686, loss_cls: 3.1228, loss: 3.1228, grad_norm: 0.9767 2020-08-17 16:47:10,489 - mmaction - INFO - Epoch [68][80/627] lr: 5.042e-01, eta: 1 day, 21:10:29, time: 1.412, data_time: 0.003, memory: 8470, top1_acc: 0.3154, top5_acc: 0.5647, loss_cls: 3.1530, loss: 3.1530, grad_norm: 0.9843 2020-08-17 16:47:38,361 - mmaction - INFO - Epoch [68][100/627] lr: 5.042e-01, eta: 1 day, 21:10:03, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5617, loss_cls: 3.1805, loss: 3.1805, grad_norm: 0.9897 2020-08-17 16:48:06,384 - mmaction - INFO - Epoch [68][120/627] lr: 5.042e-01, eta: 1 day, 21:09:37, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.3108, top5_acc: 0.5589, loss_cls: 3.1598, loss: 3.1598, grad_norm: 0.9688 2020-08-17 16:48:33,142 - mmaction - INFO - Epoch [68][140/627] lr: 5.042e-01, eta: 1 day, 21:09:08, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5799, loss_cls: 3.0971, loss: 3.0971, grad_norm: 0.9994 2020-08-17 16:48:59,693 - mmaction - INFO - Epoch [68][160/627] lr: 5.042e-01, eta: 1 day, 21:08:38, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.3224, top5_acc: 0.5690, loss_cls: 3.1553, loss: 3.1553, grad_norm: 0.9879 2020-08-17 16:49:25,930 - mmaction - INFO - Epoch [68][180/627] lr: 5.042e-01, eta: 1 day, 21:08:07, time: 1.309, data_time: 0.006, memory: 8470, top1_acc: 0.3174, top5_acc: 0.5658, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.0002 2020-08-17 16:49:54,818 - mmaction - INFO - Epoch [68][200/627] lr: 5.042e-01, eta: 1 day, 21:07:43, time: 1.447, data_time: 0.007, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5655, loss_cls: 3.1689, loss: 3.1689, grad_norm: 0.9952 2020-08-17 16:50:22,938 - mmaction - INFO - Epoch [68][220/627] lr: 5.042e-01, eta: 1 day, 21:07:18, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3189, top5_acc: 0.5643, loss_cls: 3.1652, loss: 3.1652, grad_norm: 0.9860 2020-08-17 16:50:52,370 - mmaction - INFO - Epoch [68][240/627] lr: 5.042e-01, eta: 1 day, 21:06:56, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5720, loss_cls: 3.1583, loss: 3.1583, grad_norm: 0.9811 2020-08-17 16:51:19,676 - mmaction - INFO - Epoch [68][260/627] lr: 5.042e-01, eta: 1 day, 21:06:28, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5646, loss_cls: 3.1496, loss: 3.1496, grad_norm: 0.9789 2020-08-17 16:51:47,730 - mmaction - INFO - Epoch [68][280/627] lr: 5.042e-01, eta: 1 day, 21:06:02, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5616, loss_cls: 3.1756, loss: 3.1756, grad_norm: 0.9923 2020-08-17 16:52:15,820 - mmaction - INFO - Epoch [68][300/627] lr: 5.042e-01, eta: 1 day, 21:05:36, time: 1.402, data_time: 0.004, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5710, loss_cls: 3.1621, loss: 3.1621, grad_norm: 0.9736 2020-08-17 16:52:44,470 - mmaction - INFO - Epoch [68][320/627] lr: 5.042e-01, eta: 1 day, 21:05:12, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5591, loss_cls: 3.1569, loss: 3.1569, grad_norm: 0.9914 2020-08-17 16:53:13,055 - mmaction - INFO - Epoch [68][340/627] lr: 5.042e-01, eta: 1 day, 21:04:48, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3098, top5_acc: 0.5707, loss_cls: 3.1583, loss: 3.1583, grad_norm: 0.9837 2020-08-17 16:53:41,695 - mmaction - INFO - Epoch [68][360/627] lr: 5.042e-01, eta: 1 day, 21:04:23, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5690, loss_cls: 3.1210, loss: 3.1210, grad_norm: 0.9852 2020-08-17 16:54:08,700 - mmaction - INFO - Epoch [68][380/627] lr: 5.042e-01, eta: 1 day, 21:03:55, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.3103, top5_acc: 0.5613, loss_cls: 3.1909, loss: 3.1909, grad_norm: 0.9881 2020-08-17 16:54:36,458 - mmaction - INFO - Epoch [68][400/627] lr: 5.042e-01, eta: 1 day, 21:03:28, time: 1.387, data_time: 0.004, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5677, loss_cls: 3.1567, loss: 3.1567, grad_norm: 0.9772 2020-08-17 16:55:04,402 - mmaction - INFO - Epoch [68][420/627] lr: 5.042e-01, eta: 1 day, 21:03:02, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3073, top5_acc: 0.5611, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.0098 2020-08-17 16:55:31,412 - mmaction - INFO - Epoch [68][440/627] lr: 5.042e-01, eta: 1 day, 21:02:33, time: 1.350, data_time: 0.002, memory: 8470, top1_acc: 0.3121, top5_acc: 0.5626, loss_cls: 3.1893, loss: 3.1893, grad_norm: 0.9694 2020-08-17 16:55:59,679 - mmaction - INFO - Epoch [68][460/627] lr: 5.042e-01, eta: 1 day, 21:02:08, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.3241, top5_acc: 0.5719, loss_cls: 3.1249, loss: 3.1249, grad_norm: 0.9877 2020-08-17 16:56:27,690 - mmaction - INFO - Epoch [68][480/627] lr: 5.042e-01, eta: 1 day, 21:01:42, time: 1.401, data_time: 0.007, memory: 8470, top1_acc: 0.3143, top5_acc: 0.5605, loss_cls: 3.1593, loss: 3.1593, grad_norm: 0.9885 2020-08-17 16:56:57,055 - mmaction - INFO - Epoch [68][500/627] lr: 5.042e-01, eta: 1 day, 21:01:20, time: 1.469, data_time: 0.004, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5703, loss_cls: 3.1445, loss: 3.1445, grad_norm: 0.9986 2020-08-17 16:57:26,498 - mmaction - INFO - Epoch [68][520/627] lr: 5.042e-01, eta: 1 day, 21:00:58, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.3135, top5_acc: 0.5698, loss_cls: 3.1623, loss: 3.1623, grad_norm: 0.9819 2020-08-17 16:57:56,934 - mmaction - INFO - Epoch [68][540/627] lr: 5.042e-01, eta: 1 day, 21:00:39, time: 1.523, data_time: 0.005, memory: 8470, top1_acc: 0.3143, top5_acc: 0.5714, loss_cls: 3.1801, loss: 3.1801, grad_norm: 0.9962 2020-08-17 16:58:26,367 - mmaction - INFO - Epoch [68][560/627] lr: 5.042e-01, eta: 1 day, 21:00:16, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5617, loss_cls: 3.1676, loss: 3.1676, grad_norm: 0.9786 2020-08-17 16:58:55,824 - mmaction - INFO - Epoch [68][580/627] lr: 5.042e-01, eta: 1 day, 20:59:55, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3210, top5_acc: 0.5721, loss_cls: 3.1345, loss: 3.1345, grad_norm: 0.9832 2020-08-17 16:59:25,098 - mmaction - INFO - Epoch [68][600/627] lr: 5.042e-01, eta: 1 day, 20:59:32, time: 1.464, data_time: 0.002, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5591, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.0058 2020-08-17 16:59:54,214 - mmaction - INFO - Epoch [68][620/627] lr: 5.042e-01, eta: 1 day, 20:59:09, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3124, top5_acc: 0.5546, loss_cls: 3.2084, loss: 3.2084, grad_norm: 0.9772 2020-08-17 17:00:06,061 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-08-17 17:00:42,502 - mmaction - INFO - Epoch [69][20/627] lr: 5.015e-01, eta: 1 day, 20:58:28, time: 1.781, data_time: 0.633, memory: 8470, top1_acc: 0.3092, top5_acc: 0.5654, loss_cls: 3.1704, loss: 3.1704, grad_norm: 0.9908 2020-08-17 17:01:11,125 - mmaction - INFO - Epoch [69][40/627] lr: 5.015e-01, eta: 1 day, 20:58:04, time: 1.438, data_time: 0.013, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5703, loss_cls: 3.1697, loss: 3.1697, grad_norm: 0.9774 2020-08-17 17:01:38,923 - mmaction - INFO - Epoch [69][60/627] lr: 5.015e-01, eta: 1 day, 20:57:37, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5768, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.0022 2020-08-17 17:02:09,033 - mmaction - INFO - Epoch [69][80/627] lr: 5.015e-01, eta: 1 day, 20:57:17, time: 1.503, data_time: 0.005, memory: 8470, top1_acc: 0.3212, top5_acc: 0.5711, loss_cls: 3.1293, loss: 3.1293, grad_norm: 0.9958 2020-08-17 17:02:37,920 - mmaction - INFO - Epoch [69][100/627] lr: 5.015e-01, eta: 1 day, 20:56:54, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5777, loss_cls: 3.0877, loss: 3.0877, grad_norm: 0.9817 2020-08-17 17:03:06,520 - mmaction - INFO - Epoch [69][120/627] lr: 5.015e-01, eta: 1 day, 20:56:29, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3203, top5_acc: 0.5693, loss_cls: 3.1332, loss: 3.1332, grad_norm: 0.9974 2020-08-17 17:03:36,761 - mmaction - INFO - Epoch [69][140/627] lr: 5.015e-01, eta: 1 day, 20:56:09, time: 1.509, data_time: 0.005, memory: 8470, top1_acc: 0.3188, top5_acc: 0.5703, loss_cls: 3.1415, loss: 3.1415, grad_norm: 0.9970 2020-08-17 17:04:05,546 - mmaction - INFO - Epoch [69][160/627] lr: 5.015e-01, eta: 1 day, 20:55:46, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.3147, top5_acc: 0.5529, loss_cls: 3.1796, loss: 3.1796, grad_norm: 0.9831 2020-08-17 17:04:35,051 - mmaction - INFO - Epoch [69][180/627] lr: 5.015e-01, eta: 1 day, 20:55:24, time: 1.475, data_time: 0.004, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5701, loss_cls: 3.1475, loss: 3.1475, grad_norm: 0.9867 2020-08-17 17:05:04,466 - mmaction - INFO - Epoch [69][200/627] lr: 5.015e-01, eta: 1 day, 20:55:01, time: 1.471, data_time: 0.004, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5717, loss_cls: 3.1469, loss: 3.1469, grad_norm: 0.9875 2020-08-17 17:05:33,025 - mmaction - INFO - Epoch [69][220/627] lr: 5.015e-01, eta: 1 day, 20:54:37, time: 1.428, data_time: 0.002, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5763, loss_cls: 3.1333, loss: 3.1333, grad_norm: 0.9993 2020-08-17 17:06:02,889 - mmaction - INFO - Epoch [69][240/627] lr: 5.015e-01, eta: 1 day, 20:54:16, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3228, top5_acc: 0.5686, loss_cls: 3.1598, loss: 3.1598, grad_norm: 0.9740 2020-08-17 17:06:32,025 - mmaction - INFO - Epoch [69][260/627] lr: 5.015e-01, eta: 1 day, 20:53:53, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5673, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.0007 2020-08-17 17:07:01,565 - mmaction - INFO - Epoch [69][280/627] lr: 5.015e-01, eta: 1 day, 20:53:31, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5719, loss_cls: 3.1282, loss: 3.1282, grad_norm: 0.9710 2020-08-17 17:07:29,839 - mmaction - INFO - Epoch [69][300/627] lr: 5.015e-01, eta: 1 day, 20:53:06, time: 1.412, data_time: 0.007, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5706, loss_cls: 3.1040, loss: 3.1040, grad_norm: 0.9974 2020-08-17 17:07:59,333 - mmaction - INFO - Epoch [69][320/627] lr: 5.015e-01, eta: 1 day, 20:52:44, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3201, top5_acc: 0.5674, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.0071 2020-08-17 17:08:28,786 - mmaction - INFO - Epoch [69][340/627] lr: 5.015e-01, eta: 1 day, 20:52:22, time: 1.474, data_time: 0.007, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5751, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.0006 2020-08-17 17:08:57,813 - mmaction - INFO - Epoch [69][360/627] lr: 5.015e-01, eta: 1 day, 20:51:58, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.3055, top5_acc: 0.5625, loss_cls: 3.1988, loss: 3.1988, grad_norm: 0.9958 2020-08-17 17:09:28,077 - mmaction - INFO - Epoch [69][380/627] lr: 5.015e-01, eta: 1 day, 20:51:38, time: 1.511, data_time: 0.005, memory: 8470, top1_acc: 0.3156, top5_acc: 0.5678, loss_cls: 3.1621, loss: 3.1621, grad_norm: 0.9806 2020-08-17 17:09:57,042 - mmaction - INFO - Epoch [69][400/627] lr: 5.015e-01, eta: 1 day, 20:51:15, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5613, loss_cls: 3.1684, loss: 3.1684, grad_norm: 0.9755 2020-08-17 17:10:26,129 - mmaction - INFO - Epoch [69][420/627] lr: 5.015e-01, eta: 1 day, 20:50:52, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5668, loss_cls: 3.1496, loss: 3.1496, grad_norm: 0.9931 2020-08-17 17:10:55,515 - mmaction - INFO - Epoch [69][440/627] lr: 5.015e-01, eta: 1 day, 20:50:30, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3107, top5_acc: 0.5672, loss_cls: 3.1595, loss: 3.1595, grad_norm: 0.9887 2020-08-17 17:11:25,026 - mmaction - INFO - Epoch [69][460/627] lr: 5.015e-01, eta: 1 day, 20:50:08, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5641, loss_cls: 3.1673, loss: 3.1673, grad_norm: 0.9825 2020-08-17 17:11:53,283 - mmaction - INFO - Epoch [69][480/627] lr: 5.015e-01, eta: 1 day, 20:49:42, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5751, loss_cls: 3.1436, loss: 3.1436, grad_norm: 0.9804 2020-08-17 17:12:22,093 - mmaction - INFO - Epoch [69][500/627] lr: 5.015e-01, eta: 1 day, 20:49:18, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5691, loss_cls: 3.1703, loss: 3.1703, grad_norm: 0.9894 2020-08-17 17:12:50,784 - mmaction - INFO - Epoch [69][520/627] lr: 5.015e-01, eta: 1 day, 20:48:54, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5654, loss_cls: 3.1857, loss: 3.1857, grad_norm: 0.9830 2020-08-17 17:13:20,144 - mmaction - INFO - Epoch [69][540/627] lr: 5.015e-01, eta: 1 day, 20:48:32, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.3033, top5_acc: 0.5579, loss_cls: 3.2072, loss: 3.2072, grad_norm: 0.9896 2020-08-17 17:13:49,214 - mmaction - INFO - Epoch [69][560/627] lr: 5.015e-01, eta: 1 day, 20:48:08, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5693, loss_cls: 3.1374, loss: 3.1374, grad_norm: 0.9794 2020-08-17 17:14:17,605 - mmaction - INFO - Epoch [69][580/627] lr: 5.015e-01, eta: 1 day, 20:47:43, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5689, loss_cls: 3.1435, loss: 3.1435, grad_norm: 0.9798 2020-08-17 17:14:47,599 - mmaction - INFO - Epoch [69][600/627] lr: 5.015e-01, eta: 1 day, 20:47:22, time: 1.497, data_time: 0.005, memory: 8470, top1_acc: 0.3035, top5_acc: 0.5698, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.0033 2020-08-17 17:15:16,174 - mmaction - INFO - Epoch [69][620/627] lr: 5.015e-01, eta: 1 day, 20:46:58, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3241, top5_acc: 0.5689, loss_cls: 3.1526, loss: 3.1526, grad_norm: 0.9941 2020-08-17 17:15:59,049 - mmaction - INFO - Epoch [70][20/627] lr: 4.987e-01, eta: 1 day, 20:46:12, time: 1.701, data_time: 0.396, memory: 8470, top1_acc: 0.3064, top5_acc: 0.5592, loss_cls: 3.1812, loss: 3.1812, grad_norm: 0.9865 2020-08-17 17:16:27,698 - mmaction - INFO - Epoch [70][40/627] lr: 4.987e-01, eta: 1 day, 20:45:48, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5591, loss_cls: 3.1754, loss: 3.1754, grad_norm: 0.9908 2020-08-17 17:16:57,608 - mmaction - INFO - Epoch [70][60/627] lr: 4.987e-01, eta: 1 day, 20:45:27, time: 1.493, data_time: 0.005, memory: 8470, top1_acc: 0.3047, top5_acc: 0.5599, loss_cls: 3.1736, loss: 3.1736, grad_norm: 0.9912 2020-08-17 17:17:26,216 - mmaction - INFO - Epoch [70][80/627] lr: 4.987e-01, eta: 1 day, 20:45:03, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3135, top5_acc: 0.5578, loss_cls: 3.1813, loss: 3.1813, grad_norm: 0.9649 2020-08-17 17:17:54,326 - mmaction - INFO - Epoch [70][100/627] lr: 4.987e-01, eta: 1 day, 20:44:37, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3104, top5_acc: 0.5630, loss_cls: 3.1709, loss: 3.1709, grad_norm: 0.9922 2020-08-17 17:18:24,624 - mmaction - INFO - Epoch [70][120/627] lr: 4.987e-01, eta: 1 day, 20:44:17, time: 1.515, data_time: 0.007, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5678, loss_cls: 3.1421, loss: 3.1421, grad_norm: 0.9823 2020-08-17 17:18:53,369 - mmaction - INFO - Epoch [70][140/627] lr: 4.987e-01, eta: 1 day, 20:43:53, time: 1.439, data_time: 0.003, memory: 8470, top1_acc: 0.3268, top5_acc: 0.5733, loss_cls: 3.0947, loss: 3.0947, grad_norm: 0.9878 2020-08-17 17:19:22,240 - mmaction - INFO - Epoch [70][160/627] lr: 4.987e-01, eta: 1 day, 20:43:29, time: 1.444, data_time: 0.007, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5749, loss_cls: 3.1151, loss: 3.1151, grad_norm: 0.9853 2020-08-17 17:19:51,330 - mmaction - INFO - Epoch [70][180/627] lr: 4.987e-01, eta: 1 day, 20:43:06, time: 1.455, data_time: 0.002, memory: 8470, top1_acc: 0.3259, top5_acc: 0.5781, loss_cls: 3.1090, loss: 3.1090, grad_norm: 0.9853 2020-08-17 17:20:20,009 - mmaction - INFO - Epoch [70][200/627] lr: 4.987e-01, eta: 1 day, 20:42:41, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3178, top5_acc: 0.5733, loss_cls: 3.1352, loss: 3.1352, grad_norm: 0.9874 2020-08-17 17:20:48,851 - mmaction - INFO - Epoch [70][220/627] lr: 4.987e-01, eta: 1 day, 20:42:17, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5785, loss_cls: 3.1129, loss: 3.1129, grad_norm: 0.9888 2020-08-17 17:21:17,469 - mmaction - INFO - Epoch [70][240/627] lr: 4.987e-01, eta: 1 day, 20:41:53, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5716, loss_cls: 3.1227, loss: 3.1227, grad_norm: 0.9971 2020-08-17 17:21:46,831 - mmaction - INFO - Epoch [70][260/627] lr: 4.987e-01, eta: 1 day, 20:41:30, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5673, loss_cls: 3.1755, loss: 3.1755, grad_norm: 0.9912 2020-08-17 17:22:15,766 - mmaction - INFO - Epoch [70][280/627] lr: 4.987e-01, eta: 1 day, 20:41:07, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5711, loss_cls: 3.1363, loss: 3.1363, grad_norm: 0.9734 2020-08-17 17:22:44,312 - mmaction - INFO - Epoch [70][300/627] lr: 4.987e-01, eta: 1 day, 20:40:42, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3210, top5_acc: 0.5758, loss_cls: 3.1321, loss: 3.1321, grad_norm: 0.9945 2020-08-17 17:23:12,950 - mmaction - INFO - Epoch [70][320/627] lr: 4.987e-01, eta: 1 day, 20:40:17, time: 1.430, data_time: 0.007, memory: 8470, top1_acc: 0.3141, top5_acc: 0.5691, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.0083 2020-08-17 17:23:41,512 - mmaction - INFO - Epoch [70][340/627] lr: 4.987e-01, eta: 1 day, 20:39:53, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5710, loss_cls: 3.1364, loss: 3.1364, grad_norm: 0.9655 2020-08-17 17:24:09,241 - mmaction - INFO - Epoch [70][360/627] lr: 4.987e-01, eta: 1 day, 20:39:26, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3212, top5_acc: 0.5759, loss_cls: 3.1240, loss: 3.1240, grad_norm: 0.9811 2020-08-17 17:24:37,733 - mmaction - INFO - Epoch [70][380/627] lr: 4.987e-01, eta: 1 day, 20:39:01, time: 1.424, data_time: 0.001, memory: 8470, top1_acc: 0.3112, top5_acc: 0.5663, loss_cls: 3.1580, loss: 3.1580, grad_norm: 0.9840 2020-08-17 17:25:05,967 - mmaction - INFO - Epoch [70][400/627] lr: 4.987e-01, eta: 1 day, 20:38:36, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.1043, loss: 3.1043, grad_norm: 0.9924 2020-08-17 17:25:34,541 - mmaction - INFO - Epoch [70][420/627] lr: 4.987e-01, eta: 1 day, 20:38:11, time: 1.428, data_time: 0.001, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5729, loss_cls: 3.1420, loss: 3.1420, grad_norm: 0.9837 2020-08-17 17:26:02,691 - mmaction - INFO - Epoch [70][440/627] lr: 4.987e-01, eta: 1 day, 20:37:45, time: 1.408, data_time: 0.003, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5762, loss_cls: 3.1058, loss: 3.1058, grad_norm: 0.9857 2020-08-17 17:26:31,110 - mmaction - INFO - Epoch [70][460/627] lr: 4.987e-01, eta: 1 day, 20:37:20, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5788, loss_cls: 3.0992, loss: 3.0992, grad_norm: 0.9973 2020-08-17 17:26:57,818 - mmaction - INFO - Epoch [70][480/627] lr: 4.987e-01, eta: 1 day, 20:36:50, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.3160, top5_acc: 0.5652, loss_cls: 3.1823, loss: 3.1823, grad_norm: 0.9929 2020-08-17 17:27:24,747 - mmaction - INFO - Epoch [70][500/627] lr: 4.987e-01, eta: 1 day, 20:36:21, time: 1.347, data_time: 0.002, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5581, loss_cls: 3.2112, loss: 3.2112, grad_norm: 0.9935 2020-08-17 17:27:51,058 - mmaction - INFO - Epoch [70][520/627] lr: 4.987e-01, eta: 1 day, 20:35:51, time: 1.314, data_time: 0.002, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5702, loss_cls: 3.1194, loss: 3.1194, grad_norm: 0.9951 2020-08-17 17:28:18,743 - mmaction - INFO - Epoch [70][540/627] lr: 4.987e-01, eta: 1 day, 20:35:24, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5686, loss_cls: 3.1573, loss: 3.1573, grad_norm: 0.9944 2020-08-17 17:28:46,151 - mmaction - INFO - Epoch [70][560/627] lr: 4.987e-01, eta: 1 day, 20:34:56, time: 1.370, data_time: 0.002, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5611, loss_cls: 3.1645, loss: 3.1645, grad_norm: 0.9901 2020-08-17 17:29:12,319 - mmaction - INFO - Epoch [70][580/627] lr: 4.987e-01, eta: 1 day, 20:34:25, time: 1.306, data_time: 0.007, memory: 8470, top1_acc: 0.3135, top5_acc: 0.5642, loss_cls: 3.1597, loss: 3.1597, grad_norm: 0.9818 2020-08-17 17:29:38,591 - mmaction - INFO - Epoch [70][600/627] lr: 4.987e-01, eta: 1 day, 20:33:54, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.3184, top5_acc: 0.5723, loss_cls: 3.1436, loss: 3.1436, grad_norm: 0.9869 2020-08-17 17:30:06,364 - mmaction - INFO - Epoch [70][620/627] lr: 4.987e-01, eta: 1 day, 20:33:27, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5788, loss_cls: 3.1037, loss: 3.1037, grad_norm: 0.9907 2020-08-17 17:30:46,682 - mmaction - INFO - Epoch [71][20/627] lr: 4.960e-01, eta: 1 day, 20:32:35, time: 1.568, data_time: 0.383, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5563, loss_cls: 3.1879, loss: 3.1879, grad_norm: 0.9790 2020-08-17 17:31:14,480 - mmaction - INFO - Epoch [71][40/627] lr: 4.960e-01, eta: 1 day, 20:32:08, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5784, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.0018 2020-08-17 17:31:42,962 - mmaction - INFO - Epoch [71][60/627] lr: 4.960e-01, eta: 1 day, 20:31:43, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5768, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.0155 2020-08-17 17:32:09,347 - mmaction - INFO - Epoch [71][80/627] lr: 4.960e-01, eta: 1 day, 20:31:12, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5781, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.0027 2020-08-17 17:32:36,740 - mmaction - INFO - Epoch [71][100/627] lr: 4.960e-01, eta: 1 day, 20:30:45, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5687, loss_cls: 3.1562, loss: 3.1562, grad_norm: 0.9939 2020-08-17 17:33:04,172 - mmaction - INFO - Epoch [71][120/627] lr: 4.960e-01, eta: 1 day, 20:30:17, time: 1.373, data_time: 0.003, memory: 8470, top1_acc: 0.3245, top5_acc: 0.5661, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.0039 2020-08-17 17:33:31,835 - mmaction - INFO - Epoch [71][140/627] lr: 4.960e-01, eta: 1 day, 20:29:50, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3111, top5_acc: 0.5652, loss_cls: 3.1504, loss: 3.1504, grad_norm: 0.9897 2020-08-17 17:33:59,431 - mmaction - INFO - Epoch [71][160/627] lr: 4.960e-01, eta: 1 day, 20:29:23, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.3100, top5_acc: 0.5612, loss_cls: 3.1800, loss: 3.1800, grad_norm: 0.9929 2020-08-17 17:34:26,191 - mmaction - INFO - Epoch [71][180/627] lr: 4.960e-01, eta: 1 day, 20:28:53, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5719, loss_cls: 3.1451, loss: 3.1451, grad_norm: 0.9689 2020-08-17 17:34:53,911 - mmaction - INFO - Epoch [71][200/627] lr: 4.960e-01, eta: 1 day, 20:28:26, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5719, loss_cls: 3.1212, loss: 3.1212, grad_norm: 0.9919 2020-08-17 17:35:20,103 - mmaction - INFO - Epoch [71][220/627] lr: 4.960e-01, eta: 1 day, 20:27:55, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.3133, top5_acc: 0.5714, loss_cls: 3.1343, loss: 3.1343, grad_norm: 0.9858 2020-08-17 17:35:46,954 - mmaction - INFO - Epoch [71][240/627] lr: 4.960e-01, eta: 1 day, 20:27:26, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.3258, top5_acc: 0.5750, loss_cls: 3.0975, loss: 3.0975, grad_norm: 0.9807 2020-08-17 17:36:15,205 - mmaction - INFO - Epoch [71][260/627] lr: 4.960e-01, eta: 1 day, 20:27:01, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5789, loss_cls: 3.0789, loss: 3.0789, grad_norm: 0.9983 2020-08-17 17:36:43,939 - mmaction - INFO - Epoch [71][280/627] lr: 4.960e-01, eta: 1 day, 20:26:36, time: 1.438, data_time: 0.003, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5698, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.0041 2020-08-17 17:37:13,323 - mmaction - INFO - Epoch [71][300/627] lr: 4.960e-01, eta: 1 day, 20:26:14, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5538, loss_cls: 3.2072, loss: 3.2072, grad_norm: 0.9874 2020-08-17 17:37:40,612 - mmaction - INFO - Epoch [71][320/627] lr: 4.960e-01, eta: 1 day, 20:25:46, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3203, top5_acc: 0.5612, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.0064 2020-08-17 17:38:09,987 - mmaction - INFO - Epoch [71][340/627] lr: 4.960e-01, eta: 1 day, 20:25:23, time: 1.471, data_time: 0.004, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5805, loss_cls: 3.1314, loss: 3.1314, grad_norm: 0.9942 2020-08-17 17:38:39,340 - mmaction - INFO - Epoch [71][360/627] lr: 4.960e-01, eta: 1 day, 20:25:00, time: 1.467, data_time: 0.002, memory: 8470, top1_acc: 0.3211, top5_acc: 0.5681, loss_cls: 3.1545, loss: 3.1545, grad_norm: 0.9976 2020-08-17 17:39:07,712 - mmaction - INFO - Epoch [71][380/627] lr: 4.960e-01, eta: 1 day, 20:24:35, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5734, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.0058 2020-08-17 17:39:35,132 - mmaction - INFO - Epoch [71][400/627] lr: 4.960e-01, eta: 1 day, 20:24:07, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3133, top5_acc: 0.5663, loss_cls: 3.1691, loss: 3.1691, grad_norm: 0.9928 2020-08-17 17:40:03,316 - mmaction - INFO - Epoch [71][420/627] lr: 4.960e-01, eta: 1 day, 20:23:42, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5681, loss_cls: 3.1428, loss: 3.1428, grad_norm: 0.9889 2020-08-17 17:40:30,287 - mmaction - INFO - Epoch [71][440/627] lr: 4.960e-01, eta: 1 day, 20:23:13, time: 1.350, data_time: 0.004, memory: 8470, top1_acc: 0.3155, top5_acc: 0.5694, loss_cls: 3.1639, loss: 3.1639, grad_norm: 0.9912 2020-08-17 17:40:58,023 - mmaction - INFO - Epoch [71][460/627] lr: 4.960e-01, eta: 1 day, 20:22:46, time: 1.386, data_time: 0.007, memory: 8470, top1_acc: 0.3121, top5_acc: 0.5586, loss_cls: 3.1823, loss: 3.1823, grad_norm: 0.9834 2020-08-17 17:41:26,964 - mmaction - INFO - Epoch [71][480/627] lr: 4.960e-01, eta: 1 day, 20:22:22, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5678, loss_cls: 3.1710, loss: 3.1710, grad_norm: 0.9910 2020-08-17 17:41:54,684 - mmaction - INFO - Epoch [71][500/627] lr: 4.960e-01, eta: 1 day, 20:21:55, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5655, loss_cls: 3.1561, loss: 3.1561, grad_norm: 0.9729 2020-08-17 17:42:22,221 - mmaction - INFO - Epoch [71][520/627] lr: 4.960e-01, eta: 1 day, 20:21:28, time: 1.375, data_time: 0.006, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5609, loss_cls: 3.1811, loss: 3.1811, grad_norm: 0.9812 2020-08-17 17:42:50,886 - mmaction - INFO - Epoch [71][540/627] lr: 4.960e-01, eta: 1 day, 20:21:03, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3164, top5_acc: 0.5708, loss_cls: 3.1258, loss: 3.1258, grad_norm: 0.9872 2020-08-17 17:43:18,327 - mmaction - INFO - Epoch [71][560/627] lr: 4.960e-01, eta: 1 day, 20:20:35, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3212, top5_acc: 0.5758, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.0034 2020-08-17 17:43:46,360 - mmaction - INFO - Epoch [71][580/627] lr: 4.960e-01, eta: 1 day, 20:20:09, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5654, loss_cls: 3.1530, loss: 3.1530, grad_norm: 0.9818 2020-08-17 17:44:14,154 - mmaction - INFO - Epoch [71][600/627] lr: 4.960e-01, eta: 1 day, 20:19:43, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3208, top5_acc: 0.5655, loss_cls: 3.1530, loss: 3.1530, grad_norm: 0.9942 2020-08-17 17:44:42,697 - mmaction - INFO - Epoch [71][620/627] lr: 4.960e-01, eta: 1 day, 20:19:18, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5681, loss_cls: 3.1430, loss: 3.1430, grad_norm: 0.9986 2020-08-17 17:45:23,427 - mmaction - INFO - Epoch [72][20/627] lr: 4.931e-01, eta: 1 day, 20:18:26, time: 1.573, data_time: 0.386, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5629, loss_cls: 3.1499, loss: 3.1499, grad_norm: 0.9823 2020-08-17 17:45:50,072 - mmaction - INFO - Epoch [72][40/627] lr: 4.931e-01, eta: 1 day, 20:17:56, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.3176, top5_acc: 0.5712, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.0024 2020-08-17 17:46:18,558 - mmaction - INFO - Epoch [72][60/627] lr: 4.931e-01, eta: 1 day, 20:17:31, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5754, loss_cls: 3.1091, loss: 3.1091, grad_norm: 0.9859 2020-08-17 17:46:47,232 - mmaction - INFO - Epoch [72][80/627] lr: 4.931e-01, eta: 1 day, 20:17:07, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5633, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.0235 2020-08-17 17:47:13,613 - mmaction - INFO - Epoch [72][100/627] lr: 4.931e-01, eta: 1 day, 20:16:36, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.3208, top5_acc: 0.5715, loss_cls: 3.1316, loss: 3.1316, grad_norm: 0.9901 2020-08-17 17:47:41,004 - mmaction - INFO - Epoch [72][120/627] lr: 4.931e-01, eta: 1 day, 20:16:08, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.3206, top5_acc: 0.5729, loss_cls: 3.1120, loss: 3.1120, grad_norm: 0.9893 2020-08-17 17:48:09,588 - mmaction - INFO - Epoch [72][140/627] lr: 4.931e-01, eta: 1 day, 20:15:44, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5711, loss_cls: 3.1218, loss: 3.1218, grad_norm: 0.9948 2020-08-17 17:48:39,352 - mmaction - INFO - Epoch [72][160/627] lr: 4.931e-01, eta: 1 day, 20:15:22, time: 1.489, data_time: 0.006, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5656, loss_cls: 3.1398, loss: 3.1398, grad_norm: 0.9862 2020-08-17 17:49:06,401 - mmaction - INFO - Epoch [72][180/627] lr: 4.931e-01, eta: 1 day, 20:14:53, time: 1.352, data_time: 0.002, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5706, loss_cls: 3.1144, loss: 3.1144, grad_norm: 0.9832 2020-08-17 17:49:33,604 - mmaction - INFO - Epoch [72][200/627] lr: 4.931e-01, eta: 1 day, 20:14:25, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5773, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.0024 2020-08-17 17:50:03,642 - mmaction - INFO - Epoch [72][220/627] lr: 4.931e-01, eta: 1 day, 20:14:04, time: 1.501, data_time: 0.006, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5785, loss_cls: 3.0890, loss: 3.0890, grad_norm: 0.9937 2020-08-17 17:50:31,414 - mmaction - INFO - Epoch [72][240/627] lr: 4.931e-01, eta: 1 day, 20:13:37, time: 1.389, data_time: 0.003, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5784, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.0023 2020-08-17 17:51:00,059 - mmaction - INFO - Epoch [72][260/627] lr: 4.931e-01, eta: 1 day, 20:13:13, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5742, loss_cls: 3.1475, loss: 3.1475, grad_norm: 0.9931 2020-08-17 17:51:27,929 - mmaction - INFO - Epoch [72][280/627] lr: 4.931e-01, eta: 1 day, 20:12:46, time: 1.397, data_time: 0.007, memory: 8470, top1_acc: 0.3145, top5_acc: 0.5706, loss_cls: 3.1478, loss: 3.1478, grad_norm: 0.9996 2020-08-17 17:51:57,364 - mmaction - INFO - Epoch [72][300/627] lr: 4.931e-01, eta: 1 day, 20:12:24, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.3228, top5_acc: 0.5768, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.0089 2020-08-17 17:52:26,794 - mmaction - INFO - Epoch [72][320/627] lr: 4.931e-01, eta: 1 day, 20:12:01, time: 1.472, data_time: 0.002, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5729, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.0041 2020-08-17 17:52:56,785 - mmaction - INFO - Epoch [72][340/627] lr: 4.931e-01, eta: 1 day, 20:11:40, time: 1.498, data_time: 0.004, memory: 8470, top1_acc: 0.3197, top5_acc: 0.5654, loss_cls: 3.1515, loss: 3.1515, grad_norm: 0.9922 2020-08-17 17:53:25,275 - mmaction - INFO - Epoch [72][360/627] lr: 4.931e-01, eta: 1 day, 20:11:15, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3141, top5_acc: 0.5590, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.0052 2020-08-17 17:53:54,447 - mmaction - INFO - Epoch [72][380/627] lr: 4.931e-01, eta: 1 day, 20:10:52, time: 1.460, data_time: 0.007, memory: 8470, top1_acc: 0.3221, top5_acc: 0.5802, loss_cls: 3.1248, loss: 3.1248, grad_norm: 0.9902 2020-08-17 17:54:23,196 - mmaction - INFO - Epoch [72][400/627] lr: 4.931e-01, eta: 1 day, 20:10:27, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3197, top5_acc: 0.5730, loss_cls: 3.1098, loss: 3.1098, grad_norm: 0.9903 2020-08-17 17:54:53,067 - mmaction - INFO - Epoch [72][420/627] lr: 4.931e-01, eta: 1 day, 20:10:06, time: 1.493, data_time: 0.006, memory: 8470, top1_acc: 0.3257, top5_acc: 0.5764, loss_cls: 3.1267, loss: 3.1267, grad_norm: 0.9904 2020-08-17 17:55:22,546 - mmaction - INFO - Epoch [72][440/627] lr: 4.931e-01, eta: 1 day, 20:09:43, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5648, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.0030 2020-08-17 17:55:52,098 - mmaction - INFO - Epoch [72][460/627] lr: 4.931e-01, eta: 1 day, 20:09:21, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5816, loss_cls: 3.0824, loss: 3.0824, grad_norm: 0.9929 2020-08-17 17:56:20,492 - mmaction - INFO - Epoch [72][480/627] lr: 4.931e-01, eta: 1 day, 20:08:56, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5674, loss_cls: 3.1528, loss: 3.1528, grad_norm: 0.9919 2020-08-17 17:56:49,818 - mmaction - INFO - Epoch [72][500/627] lr: 4.931e-01, eta: 1 day, 20:08:33, time: 1.469, data_time: 0.006, memory: 8470, top1_acc: 0.3021, top5_acc: 0.5521, loss_cls: 3.2203, loss: 3.2203, grad_norm: 0.9907 2020-08-17 17:57:18,453 - mmaction - INFO - Epoch [72][520/627] lr: 4.931e-01, eta: 1 day, 20:08:08, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.3096, top5_acc: 0.5703, loss_cls: 3.1567, loss: 3.1567, grad_norm: 0.9767 2020-08-17 17:57:47,600 - mmaction - INFO - Epoch [72][540/627] lr: 4.931e-01, eta: 1 day, 20:07:45, time: 1.458, data_time: 0.004, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5741, loss_cls: 3.1040, loss: 3.1040, grad_norm: 0.9960 2020-08-17 17:58:16,770 - mmaction - INFO - Epoch [72][560/627] lr: 4.931e-01, eta: 1 day, 20:07:22, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3143, top5_acc: 0.5652, loss_cls: 3.1607, loss: 3.1607, grad_norm: 0.9826 2020-08-17 17:58:46,280 - mmaction - INFO - Epoch [72][580/627] lr: 4.931e-01, eta: 1 day, 20:06:59, time: 1.476, data_time: 0.003, memory: 8470, top1_acc: 0.3142, top5_acc: 0.5693, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.0012 2020-08-17 17:59:15,516 - mmaction - INFO - Epoch [72][600/627] lr: 4.931e-01, eta: 1 day, 20:06:36, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5751, loss_cls: 3.1162, loss: 3.1162, grad_norm: 0.9806 2020-08-17 17:59:45,180 - mmaction - INFO - Epoch [72][620/627] lr: 4.931e-01, eta: 1 day, 20:06:14, time: 1.485, data_time: 0.006, memory: 8470, top1_acc: 0.3094, top5_acc: 0.5751, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.0006 2020-08-17 17:59:54,857 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-08-17 18:00:32,046 - mmaction - INFO - Epoch [73][20/627] lr: 4.903e-01, eta: 1 day, 20:05:31, time: 1.745, data_time: 0.312, memory: 8470, top1_acc: 0.3143, top5_acc: 0.5634, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.0261 2020-08-17 18:01:00,824 - mmaction - INFO - Epoch [73][40/627] lr: 4.903e-01, eta: 1 day, 20:05:08, time: 1.451, data_time: 0.049, memory: 8470, top1_acc: 0.3139, top5_acc: 0.5641, loss_cls: 3.1622, loss: 3.1622, grad_norm: 0.9909 2020-08-17 18:01:29,895 - mmaction - INFO - Epoch [73][60/627] lr: 4.903e-01, eta: 1 day, 20:04:44, time: 1.452, data_time: 0.004, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5659, loss_cls: 3.1349, loss: 3.1349, grad_norm: 0.9686 2020-08-17 18:01:59,177 - mmaction - INFO - Epoch [73][80/627] lr: 4.903e-01, eta: 1 day, 20:04:21, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.3236, top5_acc: 0.5762, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.0049 2020-08-17 18:02:29,048 - mmaction - INFO - Epoch [73][100/627] lr: 4.903e-01, eta: 1 day, 20:03:59, time: 1.491, data_time: 0.004, memory: 8470, top1_acc: 0.3253, top5_acc: 0.5753, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.0130 2020-08-17 18:02:58,581 - mmaction - INFO - Epoch [73][120/627] lr: 4.903e-01, eta: 1 day, 20:03:37, time: 1.477, data_time: 0.007, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5704, loss_cls: 3.1135, loss: 3.1135, grad_norm: 0.9970 2020-08-17 18:03:27,523 - mmaction - INFO - Epoch [73][140/627] lr: 4.903e-01, eta: 1 day, 20:03:13, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3211, top5_acc: 0.5708, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.0012 2020-08-17 18:03:58,049 - mmaction - INFO - Epoch [73][160/627] lr: 4.903e-01, eta: 1 day, 20:02:53, time: 1.528, data_time: 0.007, memory: 8470, top1_acc: 0.3228, top5_acc: 0.5673, loss_cls: 3.1377, loss: 3.1377, grad_norm: 0.9915 2020-08-17 18:04:28,004 - mmaction - INFO - Epoch [73][180/627] lr: 4.903e-01, eta: 1 day, 20:02:32, time: 1.496, data_time: 0.006, memory: 8470, top1_acc: 0.3270, top5_acc: 0.5773, loss_cls: 3.1139, loss: 3.1139, grad_norm: 0.9810 2020-08-17 18:04:57,019 - mmaction - INFO - Epoch [73][200/627] lr: 4.903e-01, eta: 1 day, 20:02:08, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5759, loss_cls: 3.1040, loss: 3.1040, grad_norm: 0.9959 2020-08-17 18:05:26,550 - mmaction - INFO - Epoch [73][220/627] lr: 4.903e-01, eta: 1 day, 20:01:46, time: 1.478, data_time: 0.003, memory: 8470, top1_acc: 0.3250, top5_acc: 0.5712, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.0063 2020-08-17 18:05:55,996 - mmaction - INFO - Epoch [73][240/627] lr: 4.903e-01, eta: 1 day, 20:01:23, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5702, loss_cls: 3.1245, loss: 3.1245, grad_norm: 0.9810 2020-08-17 18:06:24,914 - mmaction - INFO - Epoch [73][260/627] lr: 4.903e-01, eta: 1 day, 20:00:59, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5715, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.0037 2020-08-17 18:06:54,467 - mmaction - INFO - Epoch [73][280/627] lr: 4.903e-01, eta: 1 day, 20:00:36, time: 1.477, data_time: 0.006, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5719, loss_cls: 3.1161, loss: 3.1161, grad_norm: 0.9882 2020-08-17 18:07:24,196 - mmaction - INFO - Epoch [73][300/627] lr: 4.903e-01, eta: 1 day, 20:00:15, time: 1.487, data_time: 0.004, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5802, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.0024 2020-08-17 18:07:53,353 - mmaction - INFO - Epoch [73][320/627] lr: 4.903e-01, eta: 1 day, 19:59:51, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3158, top5_acc: 0.5767, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.0239 2020-08-17 18:08:23,358 - mmaction - INFO - Epoch [73][340/627] lr: 4.903e-01, eta: 1 day, 19:59:30, time: 1.502, data_time: 0.005, memory: 8470, top1_acc: 0.3257, top5_acc: 0.5802, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.0036 2020-08-17 18:08:51,886 - mmaction - INFO - Epoch [73][360/627] lr: 4.903e-01, eta: 1 day, 19:59:05, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5829, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.0050 2020-08-17 18:09:21,678 - mmaction - INFO - Epoch [73][380/627] lr: 4.903e-01, eta: 1 day, 19:58:43, time: 1.489, data_time: 0.005, memory: 8470, top1_acc: 0.3254, top5_acc: 0.5727, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.0226 2020-08-17 18:09:51,247 - mmaction - INFO - Epoch [73][400/627] lr: 4.903e-01, eta: 1 day, 19:58:20, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5716, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.0001 2020-08-17 18:10:20,099 - mmaction - INFO - Epoch [73][420/627] lr: 4.903e-01, eta: 1 day, 19:57:56, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5706, loss_cls: 3.1408, loss: 3.1408, grad_norm: 0.9846 2020-08-17 18:10:49,243 - mmaction - INFO - Epoch [73][440/627] lr: 4.903e-01, eta: 1 day, 19:57:33, time: 1.462, data_time: 0.007, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5695, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.0090 2020-08-17 18:11:18,932 - mmaction - INFO - Epoch [73][460/627] lr: 4.903e-01, eta: 1 day, 19:57:11, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3141, top5_acc: 0.5618, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.0023 2020-08-17 18:11:48,392 - mmaction - INFO - Epoch [73][480/627] lr: 4.903e-01, eta: 1 day, 19:56:48, time: 1.476, data_time: 0.007, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5734, loss_cls: 3.1268, loss: 3.1268, grad_norm: 0.9865 2020-08-17 18:12:16,625 - mmaction - INFO - Epoch [73][500/627] lr: 4.903e-01, eta: 1 day, 19:56:22, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.3133, top5_acc: 0.5652, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.0097 2020-08-17 18:12:45,434 - mmaction - INFO - Epoch [73][520/627] lr: 4.903e-01, eta: 1 day, 19:55:58, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3305, top5_acc: 0.5794, loss_cls: 3.0876, loss: 3.0876, grad_norm: 0.9918 2020-08-17 18:13:15,606 - mmaction - INFO - Epoch [73][540/627] lr: 4.903e-01, eta: 1 day, 19:55:37, time: 1.511, data_time: 0.005, memory: 8470, top1_acc: 0.3130, top5_acc: 0.5668, loss_cls: 3.1674, loss: 3.1674, grad_norm: 0.9983 2020-08-17 18:13:43,737 - mmaction - INFO - Epoch [73][560/627] lr: 4.903e-01, eta: 1 day, 19:55:11, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.3113, top5_acc: 0.5589, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.0106 2020-08-17 18:14:12,704 - mmaction - INFO - Epoch [73][580/627] lr: 4.903e-01, eta: 1 day, 19:54:47, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3137, top5_acc: 0.5637, loss_cls: 3.1642, loss: 3.1642, grad_norm: 0.9992 2020-08-17 18:14:41,655 - mmaction - INFO - Epoch [73][600/627] lr: 4.903e-01, eta: 1 day, 19:54:23, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5617, loss_cls: 3.1625, loss: 3.1625, grad_norm: 0.9819 2020-08-17 18:15:10,049 - mmaction - INFO - Epoch [73][620/627] lr: 4.903e-01, eta: 1 day, 19:53:57, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1394, loss: 3.1394, grad_norm: 0.9817 2020-08-17 18:15:53,577 - mmaction - INFO - Epoch [74][20/627] lr: 4.875e-01, eta: 1 day, 19:53:13, time: 1.712, data_time: 0.508, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5717, loss_cls: 3.1678, loss: 3.1678, grad_norm: 0.9930 2020-08-17 18:16:23,164 - mmaction - INFO - Epoch [74][40/627] lr: 4.875e-01, eta: 1 day, 19:52:50, time: 1.480, data_time: 0.005, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5693, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.0165 2020-08-17 18:16:51,300 - mmaction - INFO - Epoch [74][60/627] lr: 4.875e-01, eta: 1 day, 19:52:24, time: 1.407, data_time: 0.008, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5777, loss_cls: 3.0969, loss: 3.0969, grad_norm: 0.9835 2020-08-17 18:17:20,505 - mmaction - INFO - Epoch [74][80/627] lr: 4.875e-01, eta: 1 day, 19:52:01, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5858, loss_cls: 3.0752, loss: 3.0752, grad_norm: 0.9866 2020-08-17 18:17:48,703 - mmaction - INFO - Epoch [74][100/627] lr: 4.875e-01, eta: 1 day, 19:51:35, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3363, top5_acc: 0.5917, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.0155 2020-08-17 18:18:17,251 - mmaction - INFO - Epoch [74][120/627] lr: 4.875e-01, eta: 1 day, 19:51:10, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3198, top5_acc: 0.5721, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.0233 2020-08-17 18:18:45,847 - mmaction - INFO - Epoch [74][140/627] lr: 4.875e-01, eta: 1 day, 19:50:45, time: 1.429, data_time: 0.002, memory: 8470, top1_acc: 0.3220, top5_acc: 0.5729, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.0094 2020-08-17 18:19:14,693 - mmaction - INFO - Epoch [74][160/627] lr: 4.875e-01, eta: 1 day, 19:50:21, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5785, loss_cls: 3.0980, loss: 3.0980, grad_norm: 0.9953 2020-08-17 18:19:44,781 - mmaction - INFO - Epoch [74][180/627] lr: 4.875e-01, eta: 1 day, 19:49:59, time: 1.503, data_time: 0.007, memory: 8470, top1_acc: 0.3224, top5_acc: 0.5754, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.0101 2020-08-17 18:20:12,474 - mmaction - INFO - Epoch [74][200/627] lr: 4.875e-01, eta: 1 day, 19:49:32, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3193, top5_acc: 0.5729, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.0045 2020-08-17 18:20:41,903 - mmaction - INFO - Epoch [74][220/627] lr: 4.875e-01, eta: 1 day, 19:49:09, time: 1.475, data_time: 0.007, memory: 8470, top1_acc: 0.3276, top5_acc: 0.5852, loss_cls: 3.0820, loss: 3.0820, grad_norm: 0.9934 2020-08-17 18:21:10,020 - mmaction - INFO - Epoch [74][240/627] lr: 4.875e-01, eta: 1 day, 19:48:43, time: 1.406, data_time: 0.002, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5789, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.0176 2020-08-17 18:21:40,147 - mmaction - INFO - Epoch [74][260/627] lr: 4.875e-01, eta: 1 day, 19:48:22, time: 1.503, data_time: 0.005, memory: 8470, top1_acc: 0.3250, top5_acc: 0.5790, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.0159 2020-08-17 18:22:09,173 - mmaction - INFO - Epoch [74][280/627] lr: 4.875e-01, eta: 1 day, 19:47:58, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.3177, top5_acc: 0.5697, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.0095 2020-08-17 18:22:36,956 - mmaction - INFO - Epoch [74][300/627] lr: 4.875e-01, eta: 1 day, 19:47:31, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.1176, loss: 3.1176, grad_norm: 0.9972 2020-08-17 18:23:05,659 - mmaction - INFO - Epoch [74][320/627] lr: 4.875e-01, eta: 1 day, 19:47:07, time: 1.435, data_time: 0.019, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5681, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.0000 2020-08-17 18:23:34,279 - mmaction - INFO - Epoch [74][340/627] lr: 4.875e-01, eta: 1 day, 19:46:42, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5837, loss_cls: 3.0889, loss: 3.0889, grad_norm: 0.9931 2020-08-17 18:24:04,018 - mmaction - INFO - Epoch [74][360/627] lr: 4.875e-01, eta: 1 day, 19:46:20, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5758, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.0197 2020-08-17 18:24:32,544 - mmaction - INFO - Epoch [74][380/627] lr: 4.875e-01, eta: 1 day, 19:45:54, time: 1.426, data_time: 0.003, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5690, loss_cls: 3.1393, loss: 3.1393, grad_norm: 0.9873 2020-08-17 18:25:01,615 - mmaction - INFO - Epoch [74][400/627] lr: 4.875e-01, eta: 1 day, 19:45:31, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3255, top5_acc: 0.5691, loss_cls: 3.1135, loss: 3.1135, grad_norm: 0.9800 2020-08-17 18:25:29,699 - mmaction - INFO - Epoch [74][420/627] lr: 4.875e-01, eta: 1 day, 19:45:04, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5777, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.0103 2020-08-17 18:25:58,276 - mmaction - INFO - Epoch [74][440/627] lr: 4.875e-01, eta: 1 day, 19:44:39, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5854, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.0172 2020-08-17 18:26:27,264 - mmaction - INFO - Epoch [74][460/627] lr: 4.875e-01, eta: 1 day, 19:44:15, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3094, top5_acc: 0.5612, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.0018 2020-08-17 18:26:56,779 - mmaction - INFO - Epoch [74][480/627] lr: 4.875e-01, eta: 1 day, 19:43:53, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5677, loss_cls: 3.1587, loss: 3.1587, grad_norm: 0.9999 2020-08-17 18:27:25,348 - mmaction - INFO - Epoch [74][500/627] lr: 4.875e-01, eta: 1 day, 19:43:28, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5803, loss_cls: 3.1181, loss: 3.1181, grad_norm: 0.9948 2020-08-17 18:27:54,631 - mmaction - INFO - Epoch [74][520/627] lr: 4.875e-01, eta: 1 day, 19:43:04, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5730, loss_cls: 3.1591, loss: 3.1591, grad_norm: 0.9909 2020-08-17 18:28:23,521 - mmaction - INFO - Epoch [74][540/627] lr: 4.875e-01, eta: 1 day, 19:42:40, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5742, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.0039 2020-08-17 18:28:52,487 - mmaction - INFO - Epoch [74][560/627] lr: 4.875e-01, eta: 1 day, 19:42:16, time: 1.448, data_time: 0.002, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5642, loss_cls: 3.1469, loss: 3.1469, grad_norm: 0.9975 2020-08-17 18:29:21,437 - mmaction - INFO - Epoch [74][580/627] lr: 4.875e-01, eta: 1 day, 19:41:52, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5690, loss_cls: 3.1353, loss: 3.1353, grad_norm: 0.9879 2020-08-17 18:29:51,094 - mmaction - INFO - Epoch [74][600/627] lr: 4.875e-01, eta: 1 day, 19:41:29, time: 1.480, data_time: 0.006, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5786, loss_cls: 3.1152, loss: 3.1152, grad_norm: 0.9904 2020-08-17 18:30:19,861 - mmaction - INFO - Epoch [74][620/627] lr: 4.875e-01, eta: 1 day, 19:41:05, time: 1.439, data_time: 0.007, memory: 8470, top1_acc: 0.3155, top5_acc: 0.5651, loss_cls: 3.1627, loss: 3.1627, grad_norm: 0.9843 2020-08-17 18:31:02,590 - mmaction - INFO - Epoch [75][20/627] lr: 4.846e-01, eta: 1 day, 19:40:19, time: 1.690, data_time: 0.412, memory: 8470, top1_acc: 0.3138, top5_acc: 0.5680, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.0008 2020-08-17 18:31:29,525 - mmaction - INFO - Epoch [75][40/627] lr: 4.846e-01, eta: 1 day, 19:39:50, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5810, loss_cls: 3.0831, loss: 3.0831, grad_norm: 0.9808 2020-08-17 18:31:57,351 - mmaction - INFO - Epoch [75][60/627] lr: 4.846e-01, eta: 1 day, 19:39:23, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5682, loss_cls: 3.1352, loss: 3.1352, grad_norm: 0.9985 2020-08-17 18:32:27,094 - mmaction - INFO - Epoch [75][80/627] lr: 4.846e-01, eta: 1 day, 19:39:01, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.3281, top5_acc: 0.5759, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.0044 2020-08-17 18:32:56,565 - mmaction - INFO - Epoch [75][100/627] lr: 4.846e-01, eta: 1 day, 19:38:38, time: 1.475, data_time: 0.003, memory: 8470, top1_acc: 0.3283, top5_acc: 0.5751, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.0091 2020-08-17 18:33:24,291 - mmaction - INFO - Epoch [75][120/627] lr: 4.846e-01, eta: 1 day, 19:38:11, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5754, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.0042 2020-08-17 18:33:53,347 - mmaction - INFO - Epoch [75][140/627] lr: 4.846e-01, eta: 1 day, 19:37:47, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.3176, top5_acc: 0.5677, loss_cls: 3.1379, loss: 3.1379, grad_norm: 0.9929 2020-08-17 18:34:22,098 - mmaction - INFO - Epoch [75][160/627] lr: 4.846e-01, eta: 1 day, 19:37:22, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5734, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.0019 2020-08-17 18:34:50,824 - mmaction - INFO - Epoch [75][180/627] lr: 4.846e-01, eta: 1 day, 19:36:58, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3168, top5_acc: 0.5651, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.0021 2020-08-17 18:35:19,665 - mmaction - INFO - Epoch [75][200/627] lr: 4.846e-01, eta: 1 day, 19:36:33, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3365, top5_acc: 0.5844, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.0104 2020-08-17 18:35:48,922 - mmaction - INFO - Epoch [75][220/627] lr: 4.846e-01, eta: 1 day, 19:36:10, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5763, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.0179 2020-08-17 18:36:17,862 - mmaction - INFO - Epoch [75][240/627] lr: 4.846e-01, eta: 1 day, 19:35:46, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3345, top5_acc: 0.5874, loss_cls: 3.0741, loss: 3.0741, grad_norm: 0.9862 2020-08-17 18:36:48,067 - mmaction - INFO - Epoch [75][260/627] lr: 4.846e-01, eta: 1 day, 19:35:24, time: 1.511, data_time: 0.005, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.0011 2020-08-17 18:37:15,152 - mmaction - INFO - Epoch [75][280/627] lr: 4.846e-01, eta: 1 day, 19:34:56, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5833, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.0094 2020-08-17 18:37:45,339 - mmaction - INFO - Epoch [75][300/627] lr: 4.846e-01, eta: 1 day, 19:34:35, time: 1.512, data_time: 0.006, memory: 8470, top1_acc: 0.3249, top5_acc: 0.5743, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.0056 2020-08-17 18:38:13,367 - mmaction - INFO - Epoch [75][320/627] lr: 4.846e-01, eta: 1 day, 19:34:08, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3258, top5_acc: 0.5736, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.0131 2020-08-17 18:38:41,912 - mmaction - INFO - Epoch [75][340/627] lr: 4.846e-01, eta: 1 day, 19:33:43, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3155, top5_acc: 0.5687, loss_cls: 3.1378, loss: 3.1378, grad_norm: 0.9987 2020-08-17 18:39:10,441 - mmaction - INFO - Epoch [75][360/627] lr: 4.846e-01, eta: 1 day, 19:33:18, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5743, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.0059 2020-08-17 18:39:39,544 - mmaction - INFO - Epoch [75][380/627] lr: 4.846e-01, eta: 1 day, 19:32:54, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5751, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.0061 2020-08-17 18:40:08,002 - mmaction - INFO - Epoch [75][400/627] lr: 4.846e-01, eta: 1 day, 19:32:29, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5736, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.0044 2020-08-17 18:40:36,298 - mmaction - INFO - Epoch [75][420/627] lr: 4.846e-01, eta: 1 day, 19:32:03, time: 1.411, data_time: 0.002, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5794, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.0002 2020-08-17 18:41:05,334 - mmaction - INFO - Epoch [75][440/627] lr: 4.846e-01, eta: 1 day, 19:31:39, time: 1.455, data_time: 0.007, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5772, loss_cls: 3.0735, loss: 3.0735, grad_norm: 0.9883 2020-08-17 18:41:33,086 - mmaction - INFO - Epoch [75][460/627] lr: 4.846e-01, eta: 1 day, 19:31:12, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5665, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.0070 2020-08-17 18:42:01,519 - mmaction - INFO - Epoch [75][480/627] lr: 4.846e-01, eta: 1 day, 19:30:46, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.3072, top5_acc: 0.5638, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.0101 2020-08-17 18:42:31,237 - mmaction - INFO - Epoch [75][500/627] lr: 4.846e-01, eta: 1 day, 19:30:24, time: 1.487, data_time: 0.006, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5689, loss_cls: 3.1492, loss: 3.1492, grad_norm: 1.0177 2020-08-17 18:43:00,356 - mmaction - INFO - Epoch [75][520/627] lr: 4.846e-01, eta: 1 day, 19:30:00, time: 1.454, data_time: 0.003, memory: 8470, top1_acc: 0.3187, top5_acc: 0.5605, loss_cls: 3.1608, loss: 3.1608, grad_norm: 0.9936 2020-08-17 18:43:27,846 - mmaction - INFO - Epoch [75][540/627] lr: 4.846e-01, eta: 1 day, 19:29:32, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5671, loss_cls: 3.1434, loss: 3.1434, grad_norm: 0.9929 2020-08-17 18:43:56,544 - mmaction - INFO - Epoch [75][560/627] lr: 4.846e-01, eta: 1 day, 19:29:07, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5689, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.0005 2020-08-17 18:44:24,883 - mmaction - INFO - Epoch [75][580/627] lr: 4.846e-01, eta: 1 day, 19:28:42, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3161, top5_acc: 0.5643, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.0012 2020-08-17 18:44:53,187 - mmaction - INFO - Epoch [75][600/627] lr: 4.846e-01, eta: 1 day, 19:28:16, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5738, loss_cls: 3.1279, loss: 3.1279, grad_norm: 0.9936 2020-08-17 18:45:21,433 - mmaction - INFO - Epoch [75][620/627] lr: 4.846e-01, eta: 1 day, 19:27:50, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3105, top5_acc: 0.5746, loss_cls: 3.1528, loss: 3.1528, grad_norm: 0.9990 2020-08-17 18:46:02,856 - mmaction - INFO - Epoch [76][20/627] lr: 4.817e-01, eta: 1 day, 19:27:01, time: 1.625, data_time: 0.369, memory: 8470, top1_acc: 0.3297, top5_acc: 0.5767, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.0075 2020-08-17 18:46:31,150 - mmaction - INFO - Epoch [76][40/627] lr: 4.817e-01, eta: 1 day, 19:26:35, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5784, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.0262 2020-08-17 18:46:59,713 - mmaction - INFO - Epoch [76][60/627] lr: 4.817e-01, eta: 1 day, 19:26:10, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5760, loss_cls: 3.1201, loss: 3.1201, grad_norm: 0.9955 2020-08-17 18:47:28,546 - mmaction - INFO - Epoch [76][80/627] lr: 4.817e-01, eta: 1 day, 19:25:46, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3294, top5_acc: 0.5788, loss_cls: 3.1090, loss: 3.1090, grad_norm: 0.9985 2020-08-17 18:47:56,487 - mmaction - INFO - Epoch [76][100/627] lr: 4.817e-01, eta: 1 day, 19:25:19, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3257, top5_acc: 0.5730, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.0118 2020-08-17 18:48:24,992 - mmaction - INFO - Epoch [76][120/627] lr: 4.817e-01, eta: 1 day, 19:24:54, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5772, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.0221 2020-08-17 18:48:52,284 - mmaction - INFO - Epoch [76][140/627] lr: 4.817e-01, eta: 1 day, 19:24:25, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.0033 2020-08-17 18:49:21,091 - mmaction - INFO - Epoch [76][160/627] lr: 4.817e-01, eta: 1 day, 19:24:01, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.3299, top5_acc: 0.5729, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.0111 2020-08-17 18:49:49,575 - mmaction - INFO - Epoch [76][180/627] lr: 4.817e-01, eta: 1 day, 19:23:35, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5686, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.0311 2020-08-17 18:50:18,283 - mmaction - INFO - Epoch [76][200/627] lr: 4.817e-01, eta: 1 day, 19:23:11, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0743, loss: 3.0743, grad_norm: 0.9948 2020-08-17 18:50:47,582 - mmaction - INFO - Epoch [76][220/627] lr: 4.817e-01, eta: 1 day, 19:22:47, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3259, top5_acc: 0.5773, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.0249 2020-08-17 18:51:15,460 - mmaction - INFO - Epoch [76][240/627] lr: 4.817e-01, eta: 1 day, 19:22:20, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5725, loss_cls: 3.1054, loss: 3.1054, grad_norm: 0.9976 2020-08-17 18:51:43,734 - mmaction - INFO - Epoch [76][260/627] lr: 4.817e-01, eta: 1 day, 19:21:54, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3285, top5_acc: 0.5790, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.0138 2020-08-17 18:52:11,826 - mmaction - INFO - Epoch [76][280/627] lr: 4.817e-01, eta: 1 day, 19:21:28, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.3120, top5_acc: 0.5673, loss_cls: 3.1531, loss: 3.1531, grad_norm: 0.9962 2020-08-17 18:52:40,378 - mmaction - INFO - Epoch [76][300/627] lr: 4.817e-01, eta: 1 day, 19:21:03, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3263, top5_acc: 0.5643, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.0036 2020-08-17 18:53:08,307 - mmaction - INFO - Epoch [76][320/627] lr: 4.817e-01, eta: 1 day, 19:20:36, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3198, top5_acc: 0.5746, loss_cls: 3.1079, loss: 3.1079, grad_norm: 0.9942 2020-08-17 18:53:36,545 - mmaction - INFO - Epoch [76][340/627] lr: 4.817e-01, eta: 1 day, 19:20:10, time: 1.412, data_time: 0.009, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5753, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.0063 2020-08-17 18:54:04,119 - mmaction - INFO - Epoch [76][360/627] lr: 4.817e-01, eta: 1 day, 19:19:42, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5694, loss_cls: 3.1391, loss: 3.1391, grad_norm: 0.9909 2020-08-17 18:54:32,217 - mmaction - INFO - Epoch [76][380/627] lr: 4.817e-01, eta: 1 day, 19:19:16, time: 1.408, data_time: 0.007, memory: 8470, top1_acc: 0.3208, top5_acc: 0.5767, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.0077 2020-08-17 18:54:59,865 - mmaction - INFO - Epoch [76][400/627] lr: 4.817e-01, eta: 1 day, 19:18:49, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3152, top5_acc: 0.5704, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.0071 2020-08-17 18:55:29,037 - mmaction - INFO - Epoch [76][420/627] lr: 4.817e-01, eta: 1 day, 19:18:25, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.0025 2020-08-17 18:55:56,963 - mmaction - INFO - Epoch [76][440/627] lr: 4.817e-01, eta: 1 day, 19:17:58, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5740, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.0036 2020-08-17 18:56:24,645 - mmaction - INFO - Epoch [76][460/627] lr: 4.817e-01, eta: 1 day, 19:17:31, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5822, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.0100 2020-08-17 18:56:53,532 - mmaction - INFO - Epoch [76][480/627] lr: 4.817e-01, eta: 1 day, 19:17:06, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5686, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.0031 2020-08-17 18:57:22,266 - mmaction - INFO - Epoch [76][500/627] lr: 4.817e-01, eta: 1 day, 19:16:42, time: 1.441, data_time: 0.007, memory: 8470, top1_acc: 0.3151, top5_acc: 0.5707, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.0034 2020-08-17 18:57:49,782 - mmaction - INFO - Epoch [76][520/627] lr: 4.817e-01, eta: 1 day, 19:16:14, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5730, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.0079 2020-08-17 18:58:19,362 - mmaction - INFO - Epoch [76][540/627] lr: 4.817e-01, eta: 1 day, 19:15:51, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.3270, top5_acc: 0.5689, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.0003 2020-08-17 18:58:46,426 - mmaction - INFO - Epoch [76][560/627] lr: 4.817e-01, eta: 1 day, 19:15:22, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5772, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.0084 2020-08-17 18:59:15,275 - mmaction - INFO - Epoch [76][580/627] lr: 4.817e-01, eta: 1 day, 19:14:58, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5758, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.0140 2020-08-17 18:59:43,676 - mmaction - INFO - Epoch [76][600/627] lr: 4.817e-01, eta: 1 day, 19:14:32, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5792, loss_cls: 3.1143, loss: 3.1143, grad_norm: 0.9950 2020-08-17 19:00:12,025 - mmaction - INFO - Epoch [76][620/627] lr: 4.817e-01, eta: 1 day, 19:14:06, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3276, top5_acc: 0.5865, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.0164 2020-08-17 19:00:21,611 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-08-17 19:00:55,297 - mmaction - INFO - Epoch [77][20/627] lr: 4.787e-01, eta: 1 day, 19:13:19, time: 1.646, data_time: 0.526, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5717, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.0270 2020-08-17 19:01:22,825 - mmaction - INFO - Epoch [77][40/627] lr: 4.787e-01, eta: 1 day, 19:12:51, time: 1.376, data_time: 0.002, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5746, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.0121 2020-08-17 19:01:50,320 - mmaction - INFO - Epoch [77][60/627] lr: 4.787e-01, eta: 1 day, 19:12:23, time: 1.375, data_time: 0.003, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5793, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.0096 2020-08-17 19:02:17,751 - mmaction - INFO - Epoch [77][80/627] lr: 4.787e-01, eta: 1 day, 19:11:55, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3185, top5_acc: 0.5811, loss_cls: 3.1125, loss: 3.1125, grad_norm: 0.9974 2020-08-17 19:02:45,751 - mmaction - INFO - Epoch [77][100/627] lr: 4.787e-01, eta: 1 day, 19:11:29, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3285, top5_acc: 0.5790, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.0082 2020-08-17 19:03:13,894 - mmaction - INFO - Epoch [77][120/627] lr: 4.787e-01, eta: 1 day, 19:11:02, time: 1.405, data_time: 0.003, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5710, loss_cls: 3.1003, loss: 3.1003, grad_norm: 0.9981 2020-08-17 19:03:41,882 - mmaction - INFO - Epoch [77][140/627] lr: 4.787e-01, eta: 1 day, 19:10:36, time: 1.401, data_time: 0.008, memory: 8470, top1_acc: 0.3309, top5_acc: 0.5764, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.0026 2020-08-17 19:04:09,372 - mmaction - INFO - Epoch [77][160/627] lr: 4.787e-01, eta: 1 day, 19:10:08, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5908, loss_cls: 3.0571, loss: 3.0571, grad_norm: 0.9831 2020-08-17 19:04:38,706 - mmaction - INFO - Epoch [77][180/627] lr: 4.787e-01, eta: 1 day, 19:09:45, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5737, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.0348 2020-08-17 19:05:05,400 - mmaction - INFO - Epoch [77][200/627] lr: 4.787e-01, eta: 1 day, 19:09:15, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5668, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.0028 2020-08-17 19:05:33,650 - mmaction - INFO - Epoch [77][220/627] lr: 4.787e-01, eta: 1 day, 19:08:49, time: 1.409, data_time: 0.002, memory: 8470, top1_acc: 0.3115, top5_acc: 0.5609, loss_cls: 3.1587, loss: 3.1587, grad_norm: 0.9991 2020-08-17 19:06:01,353 - mmaction - INFO - Epoch [77][240/627] lr: 4.787e-01, eta: 1 day, 19:08:22, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5758, loss_cls: 3.1183, loss: 3.1183, grad_norm: 0.9922 2020-08-17 19:06:28,413 - mmaction - INFO - Epoch [77][260/627] lr: 4.787e-01, eta: 1 day, 19:07:53, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5754, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.0141 2020-08-17 19:06:56,634 - mmaction - INFO - Epoch [77][280/627] lr: 4.787e-01, eta: 1 day, 19:07:27, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5827, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.0051 2020-08-17 19:07:25,278 - mmaction - INFO - Epoch [77][300/627] lr: 4.787e-01, eta: 1 day, 19:07:02, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5831, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.0155 2020-08-17 19:07:53,545 - mmaction - INFO - Epoch [77][320/627] lr: 4.787e-01, eta: 1 day, 19:06:36, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.0125 2020-08-17 19:08:21,515 - mmaction - INFO - Epoch [77][340/627] lr: 4.787e-01, eta: 1 day, 19:06:09, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3253, top5_acc: 0.5803, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.0031 2020-08-17 19:08:50,690 - mmaction - INFO - Epoch [77][360/627] lr: 4.787e-01, eta: 1 day, 19:05:45, time: 1.461, data_time: 0.004, memory: 8470, top1_acc: 0.3259, top5_acc: 0.5792, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.0155 2020-08-17 19:09:18,320 - mmaction - INFO - Epoch [77][380/627] lr: 4.787e-01, eta: 1 day, 19:05:18, time: 1.381, data_time: 0.002, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5720, loss_cls: 3.1260, loss: 3.1260, grad_norm: 0.9911 2020-08-17 19:09:47,183 - mmaction - INFO - Epoch [77][400/627] lr: 4.787e-01, eta: 1 day, 19:04:53, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5654, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.0071 2020-08-17 19:10:15,579 - mmaction - INFO - Epoch [77][420/627] lr: 4.787e-01, eta: 1 day, 19:04:27, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5757, loss_cls: 3.0821, loss: 3.0821, grad_norm: 0.9997 2020-08-17 19:10:44,422 - mmaction - INFO - Epoch [77][440/627] lr: 4.787e-01, eta: 1 day, 19:04:03, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3190, top5_acc: 0.5757, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.0158 2020-08-17 19:11:15,662 - mmaction - INFO - Epoch [77][460/627] lr: 4.787e-01, eta: 1 day, 19:03:44, time: 1.562, data_time: 0.005, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5811, loss_cls: 3.0943, loss: 3.0943, grad_norm: 0.9949 2020-08-17 19:11:42,883 - mmaction - INFO - Epoch [77][480/627] lr: 4.787e-01, eta: 1 day, 19:03:15, time: 1.360, data_time: 0.008, memory: 8470, top1_acc: 0.3224, top5_acc: 0.5751, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.0061 2020-08-17 19:12:09,429 - mmaction - INFO - Epoch [77][500/627] lr: 4.787e-01, eta: 1 day, 19:02:45, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.3288, top5_acc: 0.5793, loss_cls: 3.0962, loss: 3.0962, grad_norm: 1.0109 2020-08-17 19:12:36,890 - mmaction - INFO - Epoch [77][520/627] lr: 4.787e-01, eta: 1 day, 19:02:17, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3199, top5_acc: 0.5693, loss_cls: 3.1361, loss: 3.1361, grad_norm: 0.9904 2020-08-17 19:13:04,841 - mmaction - INFO - Epoch [77][540/627] lr: 4.787e-01, eta: 1 day, 19:01:51, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3236, top5_acc: 0.5747, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.0207 2020-08-17 19:13:31,878 - mmaction - INFO - Epoch [77][560/627] lr: 4.787e-01, eta: 1 day, 19:01:22, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.3118, top5_acc: 0.5615, loss_cls: 3.1826, loss: 3.1826, grad_norm: 0.9991 2020-08-17 19:13:59,340 - mmaction - INFO - Epoch [77][580/627] lr: 4.787e-01, eta: 1 day, 19:00:54, time: 1.375, data_time: 0.006, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5574, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.0055 2020-08-17 19:14:26,720 - mmaction - INFO - Epoch [77][600/627] lr: 4.787e-01, eta: 1 day, 19:00:26, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3116, top5_acc: 0.5661, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.0052 2020-08-17 19:14:54,889 - mmaction - INFO - Epoch [77][620/627] lr: 4.787e-01, eta: 1 day, 19:00:00, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3212, top5_acc: 0.5733, loss_cls: 3.1248, loss: 3.1248, grad_norm: 0.9931 2020-08-17 19:15:36,484 - mmaction - INFO - Epoch [78][20/627] lr: 4.757e-01, eta: 1 day, 18:59:11, time: 1.612, data_time: 0.414, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5755, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.0192 2020-08-17 19:16:04,248 - mmaction - INFO - Epoch [78][40/627] lr: 4.757e-01, eta: 1 day, 18:58:44, time: 1.391, data_time: 0.007, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5725, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.0199 2020-08-17 19:16:30,406 - mmaction - INFO - Epoch [78][60/627] lr: 4.757e-01, eta: 1 day, 18:58:13, time: 1.306, data_time: 0.003, memory: 8470, top1_acc: 0.3292, top5_acc: 0.5871, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.0047 2020-08-17 19:16:56,476 - mmaction - INFO - Epoch [78][80/627] lr: 4.757e-01, eta: 1 day, 18:57:42, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.3253, top5_acc: 0.5827, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.0220 2020-08-17 19:17:22,787 - mmaction - INFO - Epoch [78][100/627] lr: 4.757e-01, eta: 1 day, 18:57:11, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5757, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.0025 2020-08-17 19:17:49,357 - mmaction - INFO - Epoch [78][120/627] lr: 4.757e-01, eta: 1 day, 18:56:42, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.3221, top5_acc: 0.5727, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.0178 2020-08-17 19:18:16,103 - mmaction - INFO - Epoch [78][140/627] lr: 4.757e-01, eta: 1 day, 18:56:12, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5814, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.0085 2020-08-17 19:18:42,519 - mmaction - INFO - Epoch [78][160/627] lr: 4.757e-01, eta: 1 day, 18:55:42, time: 1.320, data_time: 0.003, memory: 8470, top1_acc: 0.3286, top5_acc: 0.5755, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.0108 2020-08-17 19:19:09,221 - mmaction - INFO - Epoch [78][180/627] lr: 4.757e-01, eta: 1 day, 18:55:12, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.3268, top5_acc: 0.5728, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.0184 2020-08-17 19:19:34,843 - mmaction - INFO - Epoch [78][200/627] lr: 4.757e-01, eta: 1 day, 18:54:40, time: 1.283, data_time: 0.006, memory: 8470, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.0143 2020-08-17 19:20:00,622 - mmaction - INFO - Epoch [78][220/627] lr: 4.757e-01, eta: 1 day, 18:54:08, time: 1.285, data_time: 0.004, memory: 8470, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.0115 2020-08-17 19:20:26,923 - mmaction - INFO - Epoch [78][240/627] lr: 4.757e-01, eta: 1 day, 18:53:38, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.3245, top5_acc: 0.5710, loss_cls: 3.1199, loss: 3.1199, grad_norm: 0.9995 2020-08-17 19:20:53,948 - mmaction - INFO - Epoch [78][260/627] lr: 4.757e-01, eta: 1 day, 18:53:09, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3143, top5_acc: 0.5648, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.0203 2020-08-17 19:21:21,291 - mmaction - INFO - Epoch [78][280/627] lr: 4.757e-01, eta: 1 day, 18:52:41, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5840, loss_cls: 3.0744, loss: 3.0744, grad_norm: 0.9865 2020-08-17 19:21:48,010 - mmaction - INFO - Epoch [78][300/627] lr: 4.757e-01, eta: 1 day, 18:52:11, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.3273, top5_acc: 0.5785, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.0122 2020-08-17 19:22:14,117 - mmaction - INFO - Epoch [78][320/627] lr: 4.757e-01, eta: 1 day, 18:51:40, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.3326, top5_acc: 0.5822, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.0209 2020-08-17 19:22:40,986 - mmaction - INFO - Epoch [78][340/627] lr: 4.757e-01, eta: 1 day, 18:51:11, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3326, top5_acc: 0.5805, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.0202 2020-08-17 19:23:08,393 - mmaction - INFO - Epoch [78][360/627] lr: 4.757e-01, eta: 1 day, 18:50:43, time: 1.371, data_time: 0.003, memory: 8470, top1_acc: 0.3171, top5_acc: 0.5697, loss_cls: 3.1552, loss: 3.1552, grad_norm: 1.0148 2020-08-17 19:23:34,909 - mmaction - INFO - Epoch [78][380/627] lr: 4.757e-01, eta: 1 day, 18:50:13, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5655, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.0234 2020-08-17 19:24:01,532 - mmaction - INFO - Epoch [78][400/627] lr: 4.757e-01, eta: 1 day, 18:49:43, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.3229, top5_acc: 0.5796, loss_cls: 3.0950, loss: 3.0950, grad_norm: 0.9966 2020-08-17 19:24:28,376 - mmaction - INFO - Epoch [78][420/627] lr: 4.757e-01, eta: 1 day, 18:49:14, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3202, top5_acc: 0.5776, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.0219 2020-08-17 19:24:55,733 - mmaction - INFO - Epoch [78][440/627] lr: 4.757e-01, eta: 1 day, 18:48:46, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5717, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.0236 2020-08-17 19:25:23,607 - mmaction - INFO - Epoch [78][460/627] lr: 4.757e-01, eta: 1 day, 18:48:19, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3207, top5_acc: 0.5762, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.0315 2020-08-17 19:25:52,348 - mmaction - INFO - Epoch [78][480/627] lr: 4.757e-01, eta: 1 day, 18:47:54, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3167, top5_acc: 0.5665, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.0143 2020-08-17 19:26:19,411 - mmaction - INFO - Epoch [78][500/627] lr: 4.757e-01, eta: 1 day, 18:47:26, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5714, loss_cls: 3.1127, loss: 3.1127, grad_norm: 0.9870 2020-08-17 19:26:45,836 - mmaction - INFO - Epoch [78][520/627] lr: 4.757e-01, eta: 1 day, 18:46:55, time: 1.319, data_time: 0.003, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5777, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.0181 2020-08-17 19:27:12,146 - mmaction - INFO - Epoch [78][540/627] lr: 4.757e-01, eta: 1 day, 18:46:25, time: 1.315, data_time: 0.007, memory: 8470, top1_acc: 0.3259, top5_acc: 0.5815, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.0172 2020-08-17 19:27:38,699 - mmaction - INFO - Epoch [78][560/627] lr: 4.757e-01, eta: 1 day, 18:45:55, time: 1.331, data_time: 0.007, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5766, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.0170 2020-08-17 19:28:05,677 - mmaction - INFO - Epoch [78][580/627] lr: 4.757e-01, eta: 1 day, 18:45:26, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.3215, top5_acc: 0.5685, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.0133 2020-08-17 19:28:31,641 - mmaction - INFO - Epoch [78][600/627] lr: 4.757e-01, eta: 1 day, 18:44:55, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5788, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.0020 2020-08-17 19:28:58,667 - mmaction - INFO - Epoch [78][620/627] lr: 4.757e-01, eta: 1 day, 18:44:26, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.3299, top5_acc: 0.5799, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.0117 2020-08-17 19:29:37,206 - mmaction - INFO - Epoch [79][20/627] lr: 4.727e-01, eta: 1 day, 18:43:33, time: 1.522, data_time: 0.374, memory: 8470, top1_acc: 0.3163, top5_acc: 0.5780, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.0046 2020-08-17 19:30:03,581 - mmaction - INFO - Epoch [79][40/627] lr: 4.727e-01, eta: 1 day, 18:43:03, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.3176, top5_acc: 0.5703, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.0144 2020-08-17 19:30:28,533 - mmaction - INFO - Epoch [79][60/627] lr: 4.727e-01, eta: 1 day, 18:42:29, time: 1.248, data_time: 0.002, memory: 8470, top1_acc: 0.3362, top5_acc: 0.5884, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.0142 2020-08-17 19:30:55,980 - mmaction - INFO - Epoch [79][80/627] lr: 4.727e-01, eta: 1 day, 18:42:02, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5753, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.0130 2020-08-17 19:31:22,249 - mmaction - INFO - Epoch [79][100/627] lr: 4.727e-01, eta: 1 day, 18:41:31, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.3253, top5_acc: 0.5764, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.0076 2020-08-17 19:31:48,410 - mmaction - INFO - Epoch [79][120/627] lr: 4.727e-01, eta: 1 day, 18:41:00, time: 1.312, data_time: 0.007, memory: 8470, top1_acc: 0.3299, top5_acc: 0.5836, loss_cls: 3.0609, loss: 3.0609, grad_norm: 0.9971 2020-08-17 19:32:15,087 - mmaction - INFO - Epoch [79][140/627] lr: 4.727e-01, eta: 1 day, 18:40:31, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5796, loss_cls: 3.0880, loss: 3.0880, grad_norm: 0.9868 2020-08-17 19:32:41,293 - mmaction - INFO - Epoch [79][160/627] lr: 4.727e-01, eta: 1 day, 18:40:00, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5745, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.0144 2020-08-17 19:33:08,340 - mmaction - INFO - Epoch [79][180/627] lr: 4.727e-01, eta: 1 day, 18:39:31, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5790, loss_cls: 3.0653, loss: 3.0653, grad_norm: 0.9950 2020-08-17 19:33:35,617 - mmaction - INFO - Epoch [79][200/627] lr: 4.727e-01, eta: 1 day, 18:39:03, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3294, top5_acc: 0.5708, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.0250 2020-08-17 19:34:01,502 - mmaction - INFO - Epoch [79][220/627] lr: 4.727e-01, eta: 1 day, 18:38:32, time: 1.291, data_time: 0.006, memory: 8470, top1_acc: 0.3228, top5_acc: 0.5740, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.0269 2020-08-17 19:34:28,347 - mmaction - INFO - Epoch [79][240/627] lr: 4.727e-01, eta: 1 day, 18:38:03, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5734, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.0228 2020-08-17 19:34:54,331 - mmaction - INFO - Epoch [79][260/627] lr: 4.727e-01, eta: 1 day, 18:37:31, time: 1.296, data_time: 0.007, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5783, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.0073 2020-08-17 19:35:22,594 - mmaction - INFO - Epoch [79][280/627] lr: 4.727e-01, eta: 1 day, 18:37:05, time: 1.416, data_time: 0.007, memory: 8470, top1_acc: 0.3288, top5_acc: 0.5725, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.0249 2020-08-17 19:35:47,288 - mmaction - INFO - Epoch [79][300/627] lr: 4.727e-01, eta: 1 day, 18:36:31, time: 1.231, data_time: 0.005, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5771, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.0089 2020-08-17 19:36:13,892 - mmaction - INFO - Epoch [79][320/627] lr: 4.727e-01, eta: 1 day, 18:36:02, time: 1.334, data_time: 0.007, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5743, loss_cls: 3.1324, loss: 3.1324, grad_norm: 0.9972 2020-08-17 19:36:41,858 - mmaction - INFO - Epoch [79][340/627] lr: 4.727e-01, eta: 1 day, 18:35:35, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5818, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.0104 2020-08-17 19:37:07,765 - mmaction - INFO - Epoch [79][360/627] lr: 4.727e-01, eta: 1 day, 18:35:04, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5831, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.0114 2020-08-17 19:37:34,104 - mmaction - INFO - Epoch [79][380/627] lr: 4.727e-01, eta: 1 day, 18:34:33, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5805, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.0260 2020-08-17 19:38:00,408 - mmaction - INFO - Epoch [79][400/627] lr: 4.727e-01, eta: 1 day, 18:34:03, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.3329, top5_acc: 0.5781, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.0350 2020-08-17 19:38:28,031 - mmaction - INFO - Epoch [79][420/627] lr: 4.727e-01, eta: 1 day, 18:33:35, time: 1.379, data_time: 0.007, memory: 8470, top1_acc: 0.3223, top5_acc: 0.5671, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.0134 2020-08-17 19:38:54,427 - mmaction - INFO - Epoch [79][440/627] lr: 4.727e-01, eta: 1 day, 18:33:05, time: 1.323, data_time: 0.007, memory: 8470, top1_acc: 0.3230, top5_acc: 0.5742, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.0116 2020-08-17 19:39:21,696 - mmaction - INFO - Epoch [79][460/627] lr: 4.727e-01, eta: 1 day, 18:32:37, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5699, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.0165 2020-08-17 19:39:49,692 - mmaction - INFO - Epoch [79][480/627] lr: 4.727e-01, eta: 1 day, 18:32:11, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3263, top5_acc: 0.5783, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.0121 2020-08-17 19:40:18,287 - mmaction - INFO - Epoch [79][500/627] lr: 4.727e-01, eta: 1 day, 18:31:45, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5794, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.0082 2020-08-17 19:40:47,244 - mmaction - INFO - Epoch [79][520/627] lr: 4.727e-01, eta: 1 day, 18:31:21, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5728, loss_cls: 3.1092, loss: 3.1092, grad_norm: 0.9911 2020-08-17 19:41:16,033 - mmaction - INFO - Epoch [79][540/627] lr: 4.727e-01, eta: 1 day, 18:30:56, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5798, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.0190 2020-08-17 19:41:45,384 - mmaction - INFO - Epoch [79][560/627] lr: 4.727e-01, eta: 1 day, 18:30:33, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.3172, top5_acc: 0.5779, loss_cls: 3.1259, loss: 3.1259, grad_norm: 1.0156 2020-08-17 19:42:11,949 - mmaction - INFO - Epoch [79][580/627] lr: 4.727e-01, eta: 1 day, 18:30:03, time: 1.328, data_time: 0.002, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5734, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.0181 2020-08-17 19:42:40,609 - mmaction - INFO - Epoch [79][600/627] lr: 4.727e-01, eta: 1 day, 18:29:38, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5759, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.0221 2020-08-17 19:43:10,186 - mmaction - INFO - Epoch [79][620/627] lr: 4.727e-01, eta: 1 day, 18:29:15, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5749, loss_cls: 3.1111, loss: 3.1111, grad_norm: 0.9913 2020-08-17 19:43:50,549 - mmaction - INFO - Epoch [80][20/627] lr: 4.697e-01, eta: 1 day, 18:28:26, time: 1.611, data_time: 0.403, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5885, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.0126 2020-08-17 19:44:17,291 - mmaction - INFO - Epoch [80][40/627] lr: 4.697e-01, eta: 1 day, 18:27:57, time: 1.339, data_time: 0.007, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5797, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.0176 2020-08-17 19:44:45,490 - mmaction - INFO - Epoch [80][60/627] lr: 4.697e-01, eta: 1 day, 18:27:31, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5841, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.0166 2020-08-17 19:45:12,668 - mmaction - INFO - Epoch [80][80/627] lr: 4.697e-01, eta: 1 day, 18:27:02, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5852, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.0178 2020-08-17 19:45:40,505 - mmaction - INFO - Epoch [80][100/627] lr: 4.697e-01, eta: 1 day, 18:26:36, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5848, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.0106 2020-08-17 19:46:09,349 - mmaction - INFO - Epoch [80][120/627] lr: 4.697e-01, eta: 1 day, 18:26:11, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5893, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.0277 2020-08-17 19:46:35,884 - mmaction - INFO - Epoch [80][140/627] lr: 4.697e-01, eta: 1 day, 18:25:41, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.0109 2020-08-17 19:47:04,502 - mmaction - INFO - Epoch [80][160/627] lr: 4.697e-01, eta: 1 day, 18:25:16, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5645, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.0140 2020-08-17 19:47:32,349 - mmaction - INFO - Epoch [80][180/627] lr: 4.697e-01, eta: 1 day, 18:24:49, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.3263, top5_acc: 0.5763, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.0268 2020-08-17 19:47:59,909 - mmaction - INFO - Epoch [80][200/627] lr: 4.697e-01, eta: 1 day, 18:24:21, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.0083 2020-08-17 19:48:30,540 - mmaction - INFO - Epoch [80][220/627] lr: 4.697e-01, eta: 1 day, 18:24:00, time: 1.532, data_time: 0.005, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5820, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.0170 2020-08-17 19:48:58,023 - mmaction - INFO - Epoch [80][240/627] lr: 4.697e-01, eta: 1 day, 18:23:33, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5973, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.0071 2020-08-17 19:49:26,148 - mmaction - INFO - Epoch [80][260/627] lr: 4.697e-01, eta: 1 day, 18:23:06, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5799, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.0296 2020-08-17 19:49:54,642 - mmaction - INFO - Epoch [80][280/627] lr: 4.697e-01, eta: 1 day, 18:22:41, time: 1.428, data_time: 0.007, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5798, loss_cls: 3.0824, loss: 3.0824, grad_norm: 1.0139 2020-08-17 19:50:24,883 - mmaction - INFO - Epoch [80][300/627] lr: 4.697e-01, eta: 1 day, 18:22:19, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5797, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.0294 2020-08-17 19:50:52,660 - mmaction - INFO - Epoch [80][320/627] lr: 4.697e-01, eta: 1 day, 18:21:52, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5796, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.0227 2020-08-17 19:51:21,045 - mmaction - INFO - Epoch [80][340/627] lr: 4.697e-01, eta: 1 day, 18:21:26, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3165, top5_acc: 0.5663, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.0234 2020-08-17 19:51:49,024 - mmaction - INFO - Epoch [80][360/627] lr: 4.697e-01, eta: 1 day, 18:21:00, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3180, top5_acc: 0.5616, loss_cls: 3.1537, loss: 3.1537, grad_norm: 0.9980 2020-08-17 19:52:18,614 - mmaction - INFO - Epoch [80][380/627] lr: 4.697e-01, eta: 1 day, 18:20:37, time: 1.478, data_time: 0.002, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5885, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.0005 2020-08-17 19:52:47,799 - mmaction - INFO - Epoch [80][400/627] lr: 4.697e-01, eta: 1 day, 18:20:13, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5773, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.0228 2020-08-17 19:53:16,547 - mmaction - INFO - Epoch [80][420/627] lr: 4.697e-01, eta: 1 day, 18:19:48, time: 1.438, data_time: 0.007, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5706, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.0296 2020-08-17 19:53:45,283 - mmaction - INFO - Epoch [80][440/627] lr: 4.697e-01, eta: 1 day, 18:19:23, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3245, top5_acc: 0.5768, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.0157 2020-08-17 19:54:13,727 - mmaction - INFO - Epoch [80][460/627] lr: 4.697e-01, eta: 1 day, 18:18:57, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5802, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.0196 2020-08-17 19:54:43,344 - mmaction - INFO - Epoch [80][480/627] lr: 4.697e-01, eta: 1 day, 18:18:34, time: 1.483, data_time: 0.006, memory: 8470, top1_acc: 0.3214, top5_acc: 0.5724, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.0173 2020-08-17 19:55:12,412 - mmaction - INFO - Epoch [80][500/627] lr: 4.697e-01, eta: 1 day, 18:18:10, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5729, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.0112 2020-08-17 19:55:41,722 - mmaction - INFO - Epoch [80][520/627] lr: 4.697e-01, eta: 1 day, 18:17:46, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5727, loss_cls: 3.1006, loss: 3.1006, grad_norm: 1.0250 2020-08-17 19:56:12,771 - mmaction - INFO - Epoch [80][540/627] lr: 4.697e-01, eta: 1 day, 18:17:26, time: 1.550, data_time: 0.005, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5749, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.0138 2020-08-17 19:56:41,150 - mmaction - INFO - Epoch [80][560/627] lr: 4.697e-01, eta: 1 day, 18:17:01, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5783, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.0353 2020-08-17 19:57:11,110 - mmaction - INFO - Epoch [80][580/627] lr: 4.697e-01, eta: 1 day, 18:16:38, time: 1.498, data_time: 0.006, memory: 8470, top1_acc: 0.3241, top5_acc: 0.5737, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.0165 2020-08-17 19:57:40,293 - mmaction - INFO - Epoch [80][600/627] lr: 4.697e-01, eta: 1 day, 18:16:14, time: 1.459, data_time: 0.002, memory: 8470, top1_acc: 0.3181, top5_acc: 0.5658, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.0055 2020-08-17 19:58:09,950 - mmaction - INFO - Epoch [80][620/627] lr: 4.697e-01, eta: 1 day, 18:15:51, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3208, top5_acc: 0.5706, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.0177 2020-08-17 19:58:19,720 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-17 19:58:52,619 - mmaction - INFO - Epoch [81][20/627] lr: 4.667e-01, eta: 1 day, 18:15:01, time: 1.565, data_time: 0.332, memory: 8470, top1_acc: 0.3258, top5_acc: 0.5762, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.0026 2020-08-17 19:59:22,447 - mmaction - INFO - Epoch [81][40/627] lr: 4.667e-01, eta: 1 day, 18:14:38, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5777, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.0237 2020-08-17 19:59:51,043 - mmaction - INFO - Epoch [81][60/627] lr: 4.667e-01, eta: 1 day, 18:14:13, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5786, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.0265 2020-08-17 20:00:22,765 - mmaction - INFO - Epoch [81][80/627] lr: 4.667e-01, eta: 1 day, 18:13:54, time: 1.578, data_time: 0.007, memory: 8470, top1_acc: 0.3335, top5_acc: 0.5900, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.0085 2020-08-17 20:00:52,052 - mmaction - INFO - Epoch [81][100/627] lr: 4.667e-01, eta: 1 day, 18:13:31, time: 1.475, data_time: 0.020, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5818, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.0260 2020-08-17 20:01:20,858 - mmaction - INFO - Epoch [81][120/627] lr: 4.667e-01, eta: 1 day, 18:13:06, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3255, top5_acc: 0.5788, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.0268 2020-08-17 20:01:52,503 - mmaction - INFO - Epoch [81][140/627] lr: 4.667e-01, eta: 1 day, 18:12:47, time: 1.583, data_time: 0.004, memory: 8470, top1_acc: 0.3216, top5_acc: 0.5792, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.0147 2020-08-17 20:02:21,207 - mmaction - INFO - Epoch [81][160/627] lr: 4.667e-01, eta: 1 day, 18:12:22, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.3257, top5_acc: 0.5707, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.0083 2020-08-17 20:02:49,738 - mmaction - INFO - Epoch [81][180/627] lr: 4.667e-01, eta: 1 day, 18:11:57, time: 1.428, data_time: 0.007, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5850, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.0118 2020-08-17 20:03:19,404 - mmaction - INFO - Epoch [81][200/627] lr: 4.667e-01, eta: 1 day, 18:11:34, time: 1.484, data_time: 0.006, memory: 8470, top1_acc: 0.3299, top5_acc: 0.5868, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.0273 2020-08-17 20:03:49,030 - mmaction - INFO - Epoch [81][220/627] lr: 4.667e-01, eta: 1 day, 18:11:10, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.3281, top5_acc: 0.5807, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.0076 2020-08-17 20:04:19,066 - mmaction - INFO - Epoch [81][240/627] lr: 4.667e-01, eta: 1 day, 18:10:48, time: 1.500, data_time: 0.004, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5842, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.0067 2020-08-17 20:04:48,549 - mmaction - INFO - Epoch [81][260/627] lr: 4.667e-01, eta: 1 day, 18:10:25, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5712, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.0275 2020-08-17 20:05:17,841 - mmaction - INFO - Epoch [81][280/627] lr: 4.667e-01, eta: 1 day, 18:10:01, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5849, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.0082 2020-08-17 20:05:46,761 - mmaction - INFO - Epoch [81][300/627] lr: 4.667e-01, eta: 1 day, 18:09:36, time: 1.449, data_time: 0.007, memory: 8470, top1_acc: 0.3285, top5_acc: 0.5763, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.0450 2020-08-17 20:06:15,827 - mmaction - INFO - Epoch [81][320/627] lr: 4.667e-01, eta: 1 day, 18:09:12, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5785, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.0336 2020-08-17 20:06:45,067 - mmaction - INFO - Epoch [81][340/627] lr: 4.667e-01, eta: 1 day, 18:08:48, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5659, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.0203 2020-08-17 20:07:14,208 - mmaction - INFO - Epoch [81][360/627] lr: 4.667e-01, eta: 1 day, 18:08:24, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5777, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.0105 2020-08-17 20:07:43,897 - mmaction - INFO - Epoch [81][380/627] lr: 4.667e-01, eta: 1 day, 18:08:01, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3453, top5_acc: 0.5913, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.0223 2020-08-17 20:08:12,275 - mmaction - INFO - Epoch [81][400/627] lr: 4.667e-01, eta: 1 day, 18:07:35, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.0158 2020-08-17 20:08:41,593 - mmaction - INFO - Epoch [81][420/627] lr: 4.667e-01, eta: 1 day, 18:07:11, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.3187, top5_acc: 0.5686, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.0234 2020-08-17 20:09:10,216 - mmaction - INFO - Epoch [81][440/627] lr: 4.667e-01, eta: 1 day, 18:06:46, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3221, top5_acc: 0.5753, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.0111 2020-08-17 20:09:40,553 - mmaction - INFO - Epoch [81][460/627] lr: 4.667e-01, eta: 1 day, 18:06:24, time: 1.514, data_time: 0.005, memory: 8470, top1_acc: 0.3297, top5_acc: 0.5759, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.0109 2020-08-17 20:10:09,819 - mmaction - INFO - Epoch [81][480/627] lr: 4.667e-01, eta: 1 day, 18:06:00, time: 1.466, data_time: 0.007, memory: 8470, top1_acc: 0.3198, top5_acc: 0.5779, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.0156 2020-08-17 20:10:38,777 - mmaction - INFO - Epoch [81][500/627] lr: 4.667e-01, eta: 1 day, 18:05:36, time: 1.448, data_time: 0.002, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5852, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.0237 2020-08-17 20:11:07,316 - mmaction - INFO - Epoch [81][520/627] lr: 4.667e-01, eta: 1 day, 18:05:10, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5708, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.0273 2020-08-17 20:11:36,642 - mmaction - INFO - Epoch [81][540/627] lr: 4.667e-01, eta: 1 day, 18:04:46, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3150, top5_acc: 0.5733, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.0127 2020-08-17 20:12:05,629 - mmaction - INFO - Epoch [81][560/627] lr: 4.667e-01, eta: 1 day, 18:04:22, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5883, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.0195 2020-08-17 20:12:35,401 - mmaction - INFO - Epoch [81][580/627] lr: 4.667e-01, eta: 1 day, 18:03:59, time: 1.489, data_time: 0.006, memory: 8470, top1_acc: 0.3232, top5_acc: 0.5685, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.0205 2020-08-17 20:13:04,352 - mmaction - INFO - Epoch [81][600/627] lr: 4.667e-01, eta: 1 day, 18:03:34, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3225, top5_acc: 0.5858, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.0390 2020-08-17 20:13:33,781 - mmaction - INFO - Epoch [81][620/627] lr: 4.667e-01, eta: 1 day, 18:03:10, time: 1.471, data_time: 0.007, memory: 8470, top1_acc: 0.3206, top5_acc: 0.5615, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.0256 2020-08-17 20:14:18,455 - mmaction - INFO - Epoch [82][20/627] lr: 4.636e-01, eta: 1 day, 18:02:28, time: 1.741, data_time: 0.551, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5770, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.0130 2020-08-17 20:14:46,643 - mmaction - INFO - Epoch [82][40/627] lr: 4.636e-01, eta: 1 day, 18:02:02, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5862, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.0294 2020-08-17 20:15:15,487 - mmaction - INFO - Epoch [82][60/627] lr: 4.636e-01, eta: 1 day, 18:01:37, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5930, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.0126 2020-08-17 20:15:43,839 - mmaction - INFO - Epoch [82][80/627] lr: 4.636e-01, eta: 1 day, 18:01:11, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3254, top5_acc: 0.5805, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.0390 2020-08-17 20:16:13,100 - mmaction - INFO - Epoch [82][100/627] lr: 4.636e-01, eta: 1 day, 18:00:47, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5794, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.0207 2020-08-17 20:16:42,222 - mmaction - INFO - Epoch [82][120/627] lr: 4.636e-01, eta: 1 day, 18:00:23, time: 1.457, data_time: 0.004, memory: 8470, top1_acc: 0.3298, top5_acc: 0.5780, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.0092 2020-08-17 20:17:11,042 - mmaction - INFO - Epoch [82][140/627] lr: 4.636e-01, eta: 1 day, 17:59:58, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3285, top5_acc: 0.5831, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.0159 2020-08-17 20:17:40,723 - mmaction - INFO - Epoch [82][160/627] lr: 4.636e-01, eta: 1 day, 17:59:34, time: 1.482, data_time: 0.002, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5827, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.0037 2020-08-17 20:18:09,322 - mmaction - INFO - Epoch [82][180/627] lr: 4.636e-01, eta: 1 day, 17:59:09, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3230, top5_acc: 0.5783, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.0459 2020-08-17 20:18:38,977 - mmaction - INFO - Epoch [82][200/627] lr: 4.636e-01, eta: 1 day, 17:58:46, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.3202, top5_acc: 0.5745, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.0204 2020-08-17 20:19:08,785 - mmaction - INFO - Epoch [82][220/627] lr: 4.636e-01, eta: 1 day, 17:58:23, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5814, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.0228 2020-08-17 20:19:36,346 - mmaction - INFO - Epoch [82][240/627] lr: 4.636e-01, eta: 1 day, 17:57:55, time: 1.378, data_time: 0.002, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5879, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.0210 2020-08-17 20:20:05,077 - mmaction - INFO - Epoch [82][260/627] lr: 4.636e-01, eta: 1 day, 17:57:30, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3223, top5_acc: 0.5757, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.0143 2020-08-17 20:20:34,682 - mmaction - INFO - Epoch [82][280/627] lr: 4.636e-01, eta: 1 day, 17:57:07, time: 1.480, data_time: 0.002, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.0141 2020-08-17 20:21:03,287 - mmaction - INFO - Epoch [82][300/627] lr: 4.636e-01, eta: 1 day, 17:56:41, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3242, top5_acc: 0.5794, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.0205 2020-08-17 20:21:32,559 - mmaction - INFO - Epoch [82][320/627] lr: 4.636e-01, eta: 1 day, 17:56:17, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3275, top5_acc: 0.5712, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.0009 2020-08-17 20:22:01,509 - mmaction - INFO - Epoch [82][340/627] lr: 4.636e-01, eta: 1 day, 17:55:53, time: 1.446, data_time: 0.004, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5799, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.0270 2020-08-17 20:22:30,443 - mmaction - INFO - Epoch [82][360/627] lr: 4.636e-01, eta: 1 day, 17:55:28, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3191, top5_acc: 0.5711, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.0295 2020-08-17 20:22:59,418 - mmaction - INFO - Epoch [82][380/627] lr: 4.636e-01, eta: 1 day, 17:55:03, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3288, top5_acc: 0.5766, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.0197 2020-08-17 20:23:28,188 - mmaction - INFO - Epoch [82][400/627] lr: 4.636e-01, eta: 1 day, 17:54:38, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5796, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.0304 2020-08-17 20:23:57,583 - mmaction - INFO - Epoch [82][420/627] lr: 4.636e-01, eta: 1 day, 17:54:14, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5829, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.0385 2020-08-17 20:24:26,131 - mmaction - INFO - Epoch [82][440/627] lr: 4.636e-01, eta: 1 day, 17:53:49, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5716, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.0100 2020-08-17 20:24:54,677 - mmaction - INFO - Epoch [82][460/627] lr: 4.636e-01, eta: 1 day, 17:53:23, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.3194, top5_acc: 0.5635, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.0174 2020-08-17 20:25:24,981 - mmaction - INFO - Epoch [82][480/627] lr: 4.636e-01, eta: 1 day, 17:53:01, time: 1.514, data_time: 0.005, memory: 8470, top1_acc: 0.3253, top5_acc: 0.5717, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.0189 2020-08-17 20:25:53,482 - mmaction - INFO - Epoch [82][500/627] lr: 4.636e-01, eta: 1 day, 17:52:36, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5844, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.0119 2020-08-17 20:26:22,246 - mmaction - INFO - Epoch [82][520/627] lr: 4.636e-01, eta: 1 day, 17:52:11, time: 1.436, data_time: 0.004, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5737, loss_cls: 3.1048, loss: 3.1048, grad_norm: 0.9984 2020-08-17 20:26:50,998 - mmaction - INFO - Epoch [82][540/627] lr: 4.636e-01, eta: 1 day, 17:51:45, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3344, top5_acc: 0.5794, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.0021 2020-08-17 20:27:19,953 - mmaction - INFO - Epoch [82][560/627] lr: 4.636e-01, eta: 1 day, 17:51:21, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3126, top5_acc: 0.5678, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.0241 2020-08-17 20:27:49,827 - mmaction - INFO - Epoch [82][580/627] lr: 4.636e-01, eta: 1 day, 17:50:58, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5773, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.0041 2020-08-17 20:28:18,932 - mmaction - INFO - Epoch [82][600/627] lr: 4.636e-01, eta: 1 day, 17:50:33, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.3240, top5_acc: 0.5882, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.0019 2020-08-17 20:28:48,618 - mmaction - INFO - Epoch [82][620/627] lr: 4.636e-01, eta: 1 day, 17:50:10, time: 1.484, data_time: 0.002, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5733, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.0248 2020-08-17 20:29:31,245 - mmaction - INFO - Epoch [83][20/627] lr: 4.605e-01, eta: 1 day, 17:49:25, time: 1.680, data_time: 0.401, memory: 8470, top1_acc: 0.3227, top5_acc: 0.5747, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.0231 2020-08-17 20:30:00,185 - mmaction - INFO - Epoch [83][40/627] lr: 4.605e-01, eta: 1 day, 17:49:01, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.3273, top5_acc: 0.5725, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.0090 2020-08-17 20:30:29,324 - mmaction - INFO - Epoch [83][60/627] lr: 4.605e-01, eta: 1 day, 17:48:36, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5872, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.0248 2020-08-17 20:30:58,883 - mmaction - INFO - Epoch [83][80/627] lr: 4.605e-01, eta: 1 day, 17:48:13, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.3306, top5_acc: 0.5889, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.0114 2020-08-17 20:31:27,930 - mmaction - INFO - Epoch [83][100/627] lr: 4.605e-01, eta: 1 day, 17:47:48, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3309, top5_acc: 0.5844, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.0257 2020-08-17 20:31:56,557 - mmaction - INFO - Epoch [83][120/627] lr: 4.605e-01, eta: 1 day, 17:47:23, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5703, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.0270 2020-08-17 20:32:25,167 - mmaction - INFO - Epoch [83][140/627] lr: 4.605e-01, eta: 1 day, 17:46:57, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3249, top5_acc: 0.5745, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.0057 2020-08-17 20:32:54,054 - mmaction - INFO - Epoch [83][160/627] lr: 4.605e-01, eta: 1 day, 17:46:32, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5818, loss_cls: 3.0773, loss: 3.0773, grad_norm: 1.0204 2020-08-17 20:33:23,200 - mmaction - INFO - Epoch [83][180/627] lr: 4.605e-01, eta: 1 day, 17:46:08, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.3267, top5_acc: 0.5724, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.0236 2020-08-17 20:33:51,276 - mmaction - INFO - Epoch [83][200/627] lr: 4.605e-01, eta: 1 day, 17:45:41, time: 1.405, data_time: 0.007, memory: 8470, top1_acc: 0.3337, top5_acc: 0.5828, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.0138 2020-08-17 20:34:20,251 - mmaction - INFO - Epoch [83][220/627] lr: 4.605e-01, eta: 1 day, 17:45:16, time: 1.449, data_time: 0.004, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5783, loss_cls: 3.0900, loss: 3.0900, grad_norm: 1.0218 2020-08-17 20:34:49,092 - mmaction - INFO - Epoch [83][240/627] lr: 4.605e-01, eta: 1 day, 17:44:52, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3263, top5_acc: 0.5809, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.0186 2020-08-17 20:35:18,324 - mmaction - INFO - Epoch [83][260/627] lr: 4.605e-01, eta: 1 day, 17:44:27, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.3195, top5_acc: 0.5723, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.0242 2020-08-17 20:35:47,376 - mmaction - INFO - Epoch [83][280/627] lr: 4.605e-01, eta: 1 day, 17:44:03, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5853, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.0106 2020-08-17 20:36:15,756 - mmaction - INFO - Epoch [83][300/627] lr: 4.605e-01, eta: 1 day, 17:43:37, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5863, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.0255 2020-08-17 20:36:44,678 - mmaction - INFO - Epoch [83][320/627] lr: 4.605e-01, eta: 1 day, 17:43:12, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5880, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.0257 2020-08-17 20:37:14,870 - mmaction - INFO - Epoch [83][340/627] lr: 4.605e-01, eta: 1 day, 17:42:50, time: 1.508, data_time: 0.004, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5674, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.0329 2020-08-17 20:37:43,242 - mmaction - INFO - Epoch [83][360/627] lr: 4.605e-01, eta: 1 day, 17:42:24, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5784, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.0192 2020-08-17 20:38:12,548 - mmaction - INFO - Epoch [83][380/627] lr: 4.605e-01, eta: 1 day, 17:42:00, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3283, top5_acc: 0.5764, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.0226 2020-08-17 20:38:41,750 - mmaction - INFO - Epoch [83][400/627] lr: 4.605e-01, eta: 1 day, 17:41:35, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5895, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.0210 2020-08-17 20:39:10,708 - mmaction - INFO - Epoch [83][420/627] lr: 4.605e-01, eta: 1 day, 17:41:10, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3275, top5_acc: 0.5827, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.0377 2020-08-17 20:39:39,242 - mmaction - INFO - Epoch [83][440/627] lr: 4.605e-01, eta: 1 day, 17:40:45, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5729, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.0203 2020-08-17 20:40:08,419 - mmaction - INFO - Epoch [83][460/627] lr: 4.605e-01, eta: 1 day, 17:40:20, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.3294, top5_acc: 0.5771, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.0308 2020-08-17 20:40:37,495 - mmaction - INFO - Epoch [83][480/627] lr: 4.605e-01, eta: 1 day, 17:39:56, time: 1.452, data_time: 0.002, memory: 8470, top1_acc: 0.3273, top5_acc: 0.5776, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.0206 2020-08-17 20:41:06,736 - mmaction - INFO - Epoch [83][500/627] lr: 4.605e-01, eta: 1 day, 17:39:32, time: 1.462, data_time: 0.007, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5745, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.0070 2020-08-17 20:41:35,957 - mmaction - INFO - Epoch [83][520/627] lr: 4.605e-01, eta: 1 day, 17:39:07, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5802, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.0415 2020-08-17 20:42:05,060 - mmaction - INFO - Epoch [83][540/627] lr: 4.605e-01, eta: 1 day, 17:38:43, time: 1.453, data_time: 0.004, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5668, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.0271 2020-08-17 20:42:34,572 - mmaction - INFO - Epoch [83][560/627] lr: 4.605e-01, eta: 1 day, 17:38:19, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5701, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.0143 2020-08-17 20:43:03,742 - mmaction - INFO - Epoch [83][580/627] lr: 4.605e-01, eta: 1 day, 17:37:55, time: 1.460, data_time: 0.004, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5772, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.0069 2020-08-17 20:43:32,583 - mmaction - INFO - Epoch [83][600/627] lr: 4.605e-01, eta: 1 day, 17:37:30, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5801, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.0024 2020-08-17 20:44:02,322 - mmaction - INFO - Epoch [83][620/627] lr: 4.605e-01, eta: 1 day, 17:37:07, time: 1.489, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.0421 2020-08-17 20:44:43,380 - mmaction - INFO - Epoch [84][20/627] lr: 4.574e-01, eta: 1 day, 17:36:19, time: 1.612, data_time: 0.408, memory: 8470, top1_acc: 0.3173, top5_acc: 0.5665, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.0159 2020-08-17 20:45:13,168 - mmaction - INFO - Epoch [84][40/627] lr: 4.574e-01, eta: 1 day, 17:35:55, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.3337, top5_acc: 0.5911, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.0234 2020-08-17 20:45:41,537 - mmaction - INFO - Epoch [84][60/627] lr: 4.574e-01, eta: 1 day, 17:35:30, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.3349, top5_acc: 0.5786, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.0243 2020-08-17 20:46:10,971 - mmaction - INFO - Epoch [84][80/627] lr: 4.574e-01, eta: 1 day, 17:35:06, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.3249, top5_acc: 0.5771, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.0460 2020-08-17 20:46:39,415 - mmaction - INFO - Epoch [84][100/627] lr: 4.574e-01, eta: 1 day, 17:34:40, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.3312, top5_acc: 0.5849, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.0287 2020-08-17 20:47:10,006 - mmaction - INFO - Epoch [84][120/627] lr: 4.574e-01, eta: 1 day, 17:34:18, time: 1.526, data_time: 0.005, memory: 8470, top1_acc: 0.3270, top5_acc: 0.5785, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.0171 2020-08-17 20:47:38,626 - mmaction - INFO - Epoch [84][140/627] lr: 4.574e-01, eta: 1 day, 17:33:53, time: 1.434, data_time: 0.007, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5793, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.0337 2020-08-17 20:48:07,074 - mmaction - INFO - Epoch [84][160/627] lr: 4.574e-01, eta: 1 day, 17:33:27, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.0804, loss: 3.0804, grad_norm: 1.0134 2020-08-17 20:48:37,191 - mmaction - INFO - Epoch [84][180/627] lr: 4.574e-01, eta: 1 day, 17:33:04, time: 1.508, data_time: 0.006, memory: 8470, top1_acc: 0.3401, top5_acc: 0.5885, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.0254 2020-08-17 20:49:05,103 - mmaction - INFO - Epoch [84][200/627] lr: 4.574e-01, eta: 1 day, 17:32:37, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5815, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.0160 2020-08-17 20:49:34,432 - mmaction - INFO - Epoch [84][220/627] lr: 4.574e-01, eta: 1 day, 17:32:13, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.3322, top5_acc: 0.5872, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.0175 2020-08-17 20:50:03,854 - mmaction - INFO - Epoch [84][240/627] lr: 4.574e-01, eta: 1 day, 17:31:49, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5801, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.0376 2020-08-17 20:50:32,322 - mmaction - INFO - Epoch [84][260/627] lr: 4.574e-01, eta: 1 day, 17:31:23, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5888, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.0152 2020-08-17 20:51:01,697 - mmaction - INFO - Epoch [84][280/627] lr: 4.574e-01, eta: 1 day, 17:30:59, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5805, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.0220 2020-08-17 20:51:29,802 - mmaction - INFO - Epoch [84][300/627] lr: 4.574e-01, eta: 1 day, 17:30:33, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3271, top5_acc: 0.5803, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.0223 2020-08-17 20:51:59,641 - mmaction - INFO - Epoch [84][320/627] lr: 4.574e-01, eta: 1 day, 17:30:10, time: 1.489, data_time: 0.004, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5882, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.0234 2020-08-17 20:52:27,893 - mmaction - INFO - Epoch [84][340/627] lr: 4.574e-01, eta: 1 day, 17:29:43, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.0228 2020-08-17 20:52:56,447 - mmaction - INFO - Epoch [84][360/627] lr: 4.574e-01, eta: 1 day, 17:29:18, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5865, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.0204 2020-08-17 20:53:25,371 - mmaction - INFO - Epoch [84][380/627] lr: 4.574e-01, eta: 1 day, 17:28:53, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3273, top5_acc: 0.5796, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.0267 2020-08-17 20:53:55,200 - mmaction - INFO - Epoch [84][400/627] lr: 4.574e-01, eta: 1 day, 17:28:30, time: 1.493, data_time: 0.006, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5857, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.0224 2020-08-17 20:54:23,528 - mmaction - INFO - Epoch [84][420/627] lr: 4.574e-01, eta: 1 day, 17:28:03, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5701, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.0401 2020-08-17 20:54:52,173 - mmaction - INFO - Epoch [84][440/627] lr: 4.574e-01, eta: 1 day, 17:27:38, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5917, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.0236 2020-08-17 20:55:21,444 - mmaction - INFO - Epoch [84][460/627] lr: 4.574e-01, eta: 1 day, 17:27:14, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.3255, top5_acc: 0.5829, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.0566 2020-08-17 20:55:50,463 - mmaction - INFO - Epoch [84][480/627] lr: 4.574e-01, eta: 1 day, 17:26:49, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5805, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.0073 2020-08-17 20:56:19,261 - mmaction - INFO - Epoch [84][500/627] lr: 4.574e-01, eta: 1 day, 17:26:24, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3204, top5_acc: 0.5689, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.0216 2020-08-17 20:56:48,268 - mmaction - INFO - Epoch [84][520/627] lr: 4.574e-01, eta: 1 day, 17:25:59, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3182, top5_acc: 0.5742, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.0108 2020-08-17 20:57:17,803 - mmaction - INFO - Epoch [84][540/627] lr: 4.574e-01, eta: 1 day, 17:25:35, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.3348, top5_acc: 0.5773, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.0289 2020-08-17 20:57:45,910 - mmaction - INFO - Epoch [84][560/627] lr: 4.574e-01, eta: 1 day, 17:25:08, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5809, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.0364 2020-08-17 20:58:15,657 - mmaction - INFO - Epoch [84][580/627] lr: 4.574e-01, eta: 1 day, 17:24:45, time: 1.488, data_time: 0.006, memory: 8470, top1_acc: 0.3197, top5_acc: 0.5682, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.0257 2020-08-17 20:58:44,395 - mmaction - INFO - Epoch [84][600/627] lr: 4.574e-01, eta: 1 day, 17:24:20, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3273, top5_acc: 0.5724, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.0107 2020-08-17 20:59:13,208 - mmaction - INFO - Epoch [84][620/627] lr: 4.574e-01, eta: 1 day, 17:23:54, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3348, top5_acc: 0.5762, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.0290 2020-08-17 20:59:21,948 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-17 20:59:55,539 - mmaction - INFO - Epoch [85][20/627] lr: 4.542e-01, eta: 1 day, 17:23:06, time: 1.585, data_time: 0.322, memory: 8470, top1_acc: 0.3344, top5_acc: 0.5876, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.0349 2020-08-17 21:00:26,197 - mmaction - INFO - Epoch [85][40/627] lr: 4.542e-01, eta: 1 day, 17:22:44, time: 1.520, data_time: 0.003, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5788, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.0258 2020-08-17 21:00:53,486 - mmaction - INFO - Epoch [85][60/627] lr: 4.542e-01, eta: 1 day, 17:22:16, time: 1.377, data_time: 0.025, memory: 8470, top1_acc: 0.3345, top5_acc: 0.5850, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.0177 2020-08-17 21:01:21,735 - mmaction - INFO - Epoch [85][80/627] lr: 4.542e-01, eta: 1 day, 17:21:50, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3312, top5_acc: 0.5745, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.0206 2020-08-17 21:01:50,604 - mmaction - INFO - Epoch [85][100/627] lr: 4.542e-01, eta: 1 day, 17:21:24, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5732, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.0442 2020-08-17 21:02:19,736 - mmaction - INFO - Epoch [85][120/627] lr: 4.542e-01, eta: 1 day, 17:21:00, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3352, top5_acc: 0.5871, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.0344 2020-08-17 21:02:48,094 - mmaction - INFO - Epoch [85][140/627] lr: 4.542e-01, eta: 1 day, 17:20:34, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.3349, top5_acc: 0.5818, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.0485 2020-08-17 21:03:17,559 - mmaction - INFO - Epoch [85][160/627] lr: 4.542e-01, eta: 1 day, 17:20:10, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5716, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.0206 2020-08-17 21:03:46,116 - mmaction - INFO - Epoch [85][180/627] lr: 4.542e-01, eta: 1 day, 17:19:44, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5781, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.0202 2020-08-17 21:04:14,997 - mmaction - INFO - Epoch [85][200/627] lr: 4.542e-01, eta: 1 day, 17:19:19, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5770, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.0311 2020-08-17 21:04:43,413 - mmaction - INFO - Epoch [85][220/627] lr: 4.542e-01, eta: 1 day, 17:18:53, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5909, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.0273 2020-08-17 21:05:12,870 - mmaction - INFO - Epoch [85][240/627] lr: 4.542e-01, eta: 1 day, 17:18:29, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3298, top5_acc: 0.5855, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.0379 2020-08-17 21:05:40,903 - mmaction - INFO - Epoch [85][260/627] lr: 4.542e-01, eta: 1 day, 17:18:02, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3337, top5_acc: 0.5832, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.0181 2020-08-17 21:06:09,003 - mmaction - INFO - Epoch [85][280/627] lr: 4.542e-01, eta: 1 day, 17:17:35, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5831, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.0414 2020-08-17 21:06:38,301 - mmaction - INFO - Epoch [85][300/627] lr: 4.542e-01, eta: 1 day, 17:17:11, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5844, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.0075 2020-08-17 21:07:06,685 - mmaction - INFO - Epoch [85][320/627] lr: 4.542e-01, eta: 1 day, 17:16:45, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5861, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.0283 2020-08-17 21:07:36,212 - mmaction - INFO - Epoch [85][340/627] lr: 4.542e-01, eta: 1 day, 17:16:21, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5865, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.0304 2020-08-17 21:08:04,500 - mmaction - INFO - Epoch [85][360/627] lr: 4.542e-01, eta: 1 day, 17:15:55, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.3299, top5_acc: 0.5724, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.0427 2020-08-17 21:08:33,935 - mmaction - INFO - Epoch [85][380/627] lr: 4.542e-01, eta: 1 day, 17:15:31, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5823, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.0411 2020-08-17 21:09:02,989 - mmaction - INFO - Epoch [85][400/627] lr: 4.542e-01, eta: 1 day, 17:15:06, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.3290, top5_acc: 0.5792, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.0287 2020-08-17 21:09:31,732 - mmaction - INFO - Epoch [85][420/627] lr: 4.542e-01, eta: 1 day, 17:14:40, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5819, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.0313 2020-08-17 21:10:00,279 - mmaction - INFO - Epoch [85][440/627] lr: 4.542e-01, eta: 1 day, 17:14:15, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5871, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.0158 2020-08-17 21:10:28,790 - mmaction - INFO - Epoch [85][460/627] lr: 4.542e-01, eta: 1 day, 17:13:49, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3238, top5_acc: 0.5845, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.0405 2020-08-17 21:10:57,192 - mmaction - INFO - Epoch [85][480/627] lr: 4.542e-01, eta: 1 day, 17:13:23, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3285, top5_acc: 0.5855, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.0406 2020-08-17 21:11:26,142 - mmaction - INFO - Epoch [85][500/627] lr: 4.542e-01, eta: 1 day, 17:12:58, time: 1.445, data_time: 0.004, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5902, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.0332 2020-08-17 21:11:54,970 - mmaction - INFO - Epoch [85][520/627] lr: 4.542e-01, eta: 1 day, 17:12:32, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3279, top5_acc: 0.5741, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.0397 2020-08-17 21:12:22,951 - mmaction - INFO - Epoch [85][540/627] lr: 4.542e-01, eta: 1 day, 17:12:05, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3243, top5_acc: 0.5816, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.0328 2020-08-17 21:12:51,771 - mmaction - INFO - Epoch [85][560/627] lr: 4.542e-01, eta: 1 day, 17:11:40, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5867, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.0247 2020-08-17 21:13:20,278 - mmaction - INFO - Epoch [85][580/627] lr: 4.542e-01, eta: 1 day, 17:11:14, time: 1.426, data_time: 0.004, memory: 8470, top1_acc: 0.3236, top5_acc: 0.5777, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.0427 2020-08-17 21:13:48,678 - mmaction - INFO - Epoch [85][600/627] lr: 4.542e-01, eta: 1 day, 17:10:48, time: 1.420, data_time: 0.003, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5859, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.0381 2020-08-17 21:14:17,016 - mmaction - INFO - Epoch [85][620/627] lr: 4.542e-01, eta: 1 day, 17:10:22, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5762, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.0083 2020-08-17 21:15:02,048 - mmaction - INFO - Epoch [86][20/627] lr: 4.511e-01, eta: 1 day, 17:09:41, time: 1.772, data_time: 0.588, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5749, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.0545 2020-08-17 21:15:29,447 - mmaction - INFO - Epoch [86][40/627] lr: 4.511e-01, eta: 1 day, 17:09:13, time: 1.371, data_time: 0.007, memory: 8470, top1_acc: 0.3305, top5_acc: 0.5837, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.0225 2020-08-17 21:15:57,382 - mmaction - INFO - Epoch [86][60/627] lr: 4.511e-01, eta: 1 day, 17:08:45, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.3292, top5_acc: 0.5772, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.0366 2020-08-17 21:16:27,157 - mmaction - INFO - Epoch [86][80/627] lr: 4.511e-01, eta: 1 day, 17:08:22, time: 1.491, data_time: 0.005, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5829, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.0260 2020-08-17 21:16:55,188 - mmaction - INFO - Epoch [86][100/627] lr: 4.511e-01, eta: 1 day, 17:07:55, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5770, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.0342 2020-08-17 21:17:23,789 - mmaction - INFO - Epoch [86][120/627] lr: 4.511e-01, eta: 1 day, 17:07:30, time: 1.433, data_time: 0.008, memory: 8470, top1_acc: 0.3353, top5_acc: 0.5813, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.0440 2020-08-17 21:17:52,575 - mmaction - INFO - Epoch [86][140/627] lr: 4.511e-01, eta: 1 day, 17:07:04, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5823, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.0226 2020-08-17 21:18:20,442 - mmaction - INFO - Epoch [86][160/627] lr: 4.511e-01, eta: 1 day, 17:06:37, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5802, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.0294 2020-08-17 21:18:50,125 - mmaction - INFO - Epoch [86][180/627] lr: 4.511e-01, eta: 1 day, 17:06:13, time: 1.483, data_time: 0.002, memory: 8470, top1_acc: 0.3349, top5_acc: 0.5828, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.0376 2020-08-17 21:19:19,545 - mmaction - INFO - Epoch [86][200/627] lr: 4.511e-01, eta: 1 day, 17:05:49, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5905, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.0245 2020-08-17 21:19:47,839 - mmaction - INFO - Epoch [86][220/627] lr: 4.511e-01, eta: 1 day, 17:05:23, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5883, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.0398 2020-08-17 21:20:16,108 - mmaction - INFO - Epoch [86][240/627] lr: 4.511e-01, eta: 1 day, 17:04:56, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3398, top5_acc: 0.5901, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.0306 2020-08-17 21:20:44,973 - mmaction - INFO - Epoch [86][260/627] lr: 4.511e-01, eta: 1 day, 17:04:31, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5792, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.0408 2020-08-17 21:21:13,906 - mmaction - INFO - Epoch [86][280/627] lr: 4.511e-01, eta: 1 day, 17:04:06, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5792, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.0455 2020-08-17 21:21:42,163 - mmaction - INFO - Epoch [86][300/627] lr: 4.511e-01, eta: 1 day, 17:03:40, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.3339, top5_acc: 0.5870, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.0304 2020-08-17 21:22:10,312 - mmaction - INFO - Epoch [86][320/627] lr: 4.511e-01, eta: 1 day, 17:03:13, time: 1.407, data_time: 0.004, memory: 8470, top1_acc: 0.3393, top5_acc: 0.5892, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.0349 2020-08-17 21:22:40,224 - mmaction - INFO - Epoch [86][340/627] lr: 4.511e-01, eta: 1 day, 17:02:50, time: 1.493, data_time: 0.006, memory: 8470, top1_acc: 0.3309, top5_acc: 0.5845, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.0423 2020-08-17 21:23:09,089 - mmaction - INFO - Epoch [86][360/627] lr: 4.511e-01, eta: 1 day, 17:02:25, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.3417, top5_acc: 0.5842, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.0028 2020-08-17 21:23:38,453 - mmaction - INFO - Epoch [86][380/627] lr: 4.511e-01, eta: 1 day, 17:02:00, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5785, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.0391 2020-08-17 21:24:07,107 - mmaction - INFO - Epoch [86][400/627] lr: 4.511e-01, eta: 1 day, 17:01:35, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5789, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.0389 2020-08-17 21:24:36,518 - mmaction - INFO - Epoch [86][420/627] lr: 4.511e-01, eta: 1 day, 17:01:11, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5814, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.0516 2020-08-17 21:25:04,634 - mmaction - INFO - Epoch [86][440/627] lr: 4.511e-01, eta: 1 day, 17:00:44, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5845, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.0450 2020-08-17 21:25:33,006 - mmaction - INFO - Epoch [86][460/627] lr: 4.511e-01, eta: 1 day, 17:00:18, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5725, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.0373 2020-08-17 21:26:02,009 - mmaction - INFO - Epoch [86][480/627] lr: 4.511e-01, eta: 1 day, 16:59:53, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3280, top5_acc: 0.5802, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.0319 2020-08-17 21:26:31,173 - mmaction - INFO - Epoch [86][500/627] lr: 4.511e-01, eta: 1 day, 16:59:28, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3268, top5_acc: 0.5832, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.0097 2020-08-17 21:26:58,876 - mmaction - INFO - Epoch [86][520/627] lr: 4.511e-01, eta: 1 day, 16:59:00, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5836, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.0336 2020-08-17 21:27:27,392 - mmaction - INFO - Epoch [86][540/627] lr: 4.511e-01, eta: 1 day, 16:58:35, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3276, top5_acc: 0.5743, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.0235 2020-08-17 21:27:56,124 - mmaction - INFO - Epoch [86][560/627] lr: 4.511e-01, eta: 1 day, 16:58:09, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.3344, top5_acc: 0.5854, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.0234 2020-08-17 21:28:25,198 - mmaction - INFO - Epoch [86][580/627] lr: 4.511e-01, eta: 1 day, 16:57:44, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5826, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.0446 2020-08-17 21:28:53,588 - mmaction - INFO - Epoch [86][600/627] lr: 4.511e-01, eta: 1 day, 16:57:18, time: 1.420, data_time: 0.003, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5811, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.0152 2020-08-17 21:29:22,688 - mmaction - INFO - Epoch [86][620/627] lr: 4.511e-01, eta: 1 day, 16:56:53, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3380, top5_acc: 0.5885, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.0310 2020-08-17 21:30:03,107 - mmaction - INFO - Epoch [87][20/627] lr: 4.479e-01, eta: 1 day, 16:56:04, time: 1.578, data_time: 0.402, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5802, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.0274 2020-08-17 21:30:30,386 - mmaction - INFO - Epoch [87][40/627] lr: 4.479e-01, eta: 1 day, 16:55:36, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5815, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.0207 2020-08-17 21:30:59,213 - mmaction - INFO - Epoch [87][60/627] lr: 4.479e-01, eta: 1 day, 16:55:11, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3361, top5_acc: 0.5876, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.0147 2020-08-17 21:31:28,261 - mmaction - INFO - Epoch [87][80/627] lr: 4.479e-01, eta: 1 day, 16:54:46, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5875, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.0430 2020-08-17 21:31:56,449 - mmaction - INFO - Epoch [87][100/627] lr: 4.479e-01, eta: 1 day, 16:54:19, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3349, top5_acc: 0.5842, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.0312 2020-08-17 21:32:25,185 - mmaction - INFO - Epoch [87][120/627] lr: 4.479e-01, eta: 1 day, 16:53:53, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5801, loss_cls: 3.1156, loss: 3.1156, grad_norm: 1.0361 2020-08-17 21:32:54,244 - mmaction - INFO - Epoch [87][140/627] lr: 4.479e-01, eta: 1 day, 16:53:29, time: 1.456, data_time: 0.007, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5836, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.0399 2020-08-17 21:33:21,139 - mmaction - INFO - Epoch [87][160/627] lr: 4.479e-01, eta: 1 day, 16:52:59, time: 1.343, data_time: 0.006, memory: 8470, top1_acc: 0.3339, top5_acc: 0.5792, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.0159 2020-08-17 21:33:49,326 - mmaction - INFO - Epoch [87][180/627] lr: 4.479e-01, eta: 1 day, 16:52:33, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5892, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.0222 2020-08-17 21:34:17,704 - mmaction - INFO - Epoch [87][200/627] lr: 4.479e-01, eta: 1 day, 16:52:07, time: 1.418, data_time: 0.007, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5859, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.0244 2020-08-17 21:34:45,802 - mmaction - INFO - Epoch [87][220/627] lr: 4.479e-01, eta: 1 day, 16:51:40, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5859, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.0346 2020-08-17 21:35:13,560 - mmaction - INFO - Epoch [87][240/627] lr: 4.479e-01, eta: 1 day, 16:51:12, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5906, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.0426 2020-08-17 21:35:42,649 - mmaction - INFO - Epoch [87][260/627] lr: 4.479e-01, eta: 1 day, 16:50:48, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.3217, top5_acc: 0.5810, loss_cls: 3.0883, loss: 3.0883, grad_norm: 1.0373 2020-08-17 21:36:10,136 - mmaction - INFO - Epoch [87][280/627] lr: 4.479e-01, eta: 1 day, 16:50:19, time: 1.372, data_time: 0.004, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5863, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.0342 2020-08-17 21:36:38,619 - mmaction - INFO - Epoch [87][300/627] lr: 4.479e-01, eta: 1 day, 16:49:53, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5845, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.0355 2020-08-17 21:37:05,889 - mmaction - INFO - Epoch [87][320/627] lr: 4.479e-01, eta: 1 day, 16:49:25, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.3241, top5_acc: 0.5771, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.0438 2020-08-17 21:37:33,632 - mmaction - INFO - Epoch [87][340/627] lr: 4.479e-01, eta: 1 day, 16:48:58, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3302, top5_acc: 0.5771, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.0419 2020-08-17 21:38:01,505 - mmaction - INFO - Epoch [87][360/627] lr: 4.479e-01, eta: 1 day, 16:48:30, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.3292, top5_acc: 0.5846, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.0274 2020-08-17 21:38:29,607 - mmaction - INFO - Epoch [87][380/627] lr: 4.479e-01, eta: 1 day, 16:48:03, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.3217, top5_acc: 0.5694, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.0403 2020-08-17 21:38:58,297 - mmaction - INFO - Epoch [87][400/627] lr: 4.479e-01, eta: 1 day, 16:47:38, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3332, top5_acc: 0.5861, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.0215 2020-08-17 21:39:26,587 - mmaction - INFO - Epoch [87][420/627] lr: 4.479e-01, eta: 1 day, 16:47:11, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5818, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.0367 2020-08-17 21:39:54,578 - mmaction - INFO - Epoch [87][440/627] lr: 4.479e-01, eta: 1 day, 16:46:44, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3297, top5_acc: 0.5850, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.0438 2020-08-17 21:40:22,849 - mmaction - INFO - Epoch [87][460/627] lr: 4.479e-01, eta: 1 day, 16:46:18, time: 1.412, data_time: 0.004, memory: 8470, top1_acc: 0.3314, top5_acc: 0.5805, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.0310 2020-08-17 21:40:51,186 - mmaction - INFO - Epoch [87][480/627] lr: 4.479e-01, eta: 1 day, 16:45:52, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3275, top5_acc: 0.5839, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.0361 2020-08-17 21:41:19,482 - mmaction - INFO - Epoch [87][500/627] lr: 4.479e-01, eta: 1 day, 16:45:25, time: 1.414, data_time: 0.002, memory: 8470, top1_acc: 0.3361, top5_acc: 0.5931, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.0254 2020-08-17 21:41:47,537 - mmaction - INFO - Epoch [87][520/627] lr: 4.479e-01, eta: 1 day, 16:44:58, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5751, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.0423 2020-08-17 21:42:15,511 - mmaction - INFO - Epoch [87][540/627] lr: 4.479e-01, eta: 1 day, 16:44:31, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.0358 2020-08-17 21:42:43,128 - mmaction - INFO - Epoch [87][560/627] lr: 4.479e-01, eta: 1 day, 16:44:03, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.3219, top5_acc: 0.5697, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.0253 2020-08-17 21:43:12,169 - mmaction - INFO - Epoch [87][580/627] lr: 4.479e-01, eta: 1 day, 16:43:39, time: 1.455, data_time: 0.007, memory: 8470, top1_acc: 0.3326, top5_acc: 0.5837, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.0200 2020-08-17 21:43:40,292 - mmaction - INFO - Epoch [87][600/627] lr: 4.479e-01, eta: 1 day, 16:43:12, time: 1.406, data_time: 0.002, memory: 8470, top1_acc: 0.3245, top5_acc: 0.5727, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.0481 2020-08-17 21:44:08,466 - mmaction - INFO - Epoch [87][620/627] lr: 4.479e-01, eta: 1 day, 16:42:45, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3266, top5_acc: 0.5794, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.0417 2020-08-17 21:44:50,323 - mmaction - INFO - Epoch [88][20/627] lr: 4.447e-01, eta: 1 day, 16:41:59, time: 1.648, data_time: 0.378, memory: 8470, top1_acc: 0.3326, top5_acc: 0.5792, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.0244 2020-08-17 21:45:17,747 - mmaction - INFO - Epoch [88][40/627] lr: 4.447e-01, eta: 1 day, 16:41:31, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3372, top5_acc: 0.5839, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.0322 2020-08-17 21:45:45,236 - mmaction - INFO - Epoch [88][60/627] lr: 4.447e-01, eta: 1 day, 16:41:03, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5882, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.0271 2020-08-17 21:46:13,371 - mmaction - INFO - Epoch [88][80/627] lr: 4.447e-01, eta: 1 day, 16:40:36, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5905, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.0347 2020-08-17 21:46:41,186 - mmaction - INFO - Epoch [88][100/627] lr: 4.447e-01, eta: 1 day, 16:40:09, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.3339, top5_acc: 0.5853, loss_cls: 3.0509, loss: 3.0509, grad_norm: 1.0222 2020-08-17 21:47:09,607 - mmaction - INFO - Epoch [88][120/627] lr: 4.447e-01, eta: 1 day, 16:39:43, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3440, top5_acc: 0.5901, loss_cls: 3.0088, loss: 3.0088, grad_norm: 1.0305 2020-08-17 21:47:37,210 - mmaction - INFO - Epoch [88][140/627] lr: 4.447e-01, eta: 1 day, 16:39:15, time: 1.379, data_time: 0.002, memory: 8470, top1_acc: 0.3348, top5_acc: 0.5895, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.0605 2020-08-17 21:48:05,449 - mmaction - INFO - Epoch [88][160/627] lr: 4.447e-01, eta: 1 day, 16:38:48, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.3284, top5_acc: 0.5812, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.0164 2020-08-17 21:48:33,453 - mmaction - INFO - Epoch [88][180/627] lr: 4.447e-01, eta: 1 day, 16:38:22, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5941, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.0322 2020-08-17 21:49:02,109 - mmaction - INFO - Epoch [88][200/627] lr: 4.447e-01, eta: 1 day, 16:37:56, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3288, top5_acc: 0.5763, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.0493 2020-08-17 21:49:30,176 - mmaction - INFO - Epoch [88][220/627] lr: 4.447e-01, eta: 1 day, 16:37:29, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3365, top5_acc: 0.5841, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.0259 2020-08-17 21:49:58,184 - mmaction - INFO - Epoch [88][240/627] lr: 4.447e-01, eta: 1 day, 16:37:02, time: 1.401, data_time: 0.003, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5831, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.0261 2020-08-17 21:50:26,484 - mmaction - INFO - Epoch [88][260/627] lr: 4.447e-01, eta: 1 day, 16:36:35, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5887, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.0279 2020-08-17 21:50:54,352 - mmaction - INFO - Epoch [88][280/627] lr: 4.447e-01, eta: 1 day, 16:36:08, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3322, top5_acc: 0.5848, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.0468 2020-08-17 21:51:22,701 - mmaction - INFO - Epoch [88][300/627] lr: 4.447e-01, eta: 1 day, 16:35:42, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5837, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.0284 2020-08-17 21:51:50,498 - mmaction - INFO - Epoch [88][320/627] lr: 4.447e-01, eta: 1 day, 16:35:14, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3451, top5_acc: 0.5892, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.0334 2020-08-17 21:52:18,525 - mmaction - INFO - Epoch [88][340/627] lr: 4.447e-01, eta: 1 day, 16:34:48, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3178, top5_acc: 0.5747, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.0650 2020-08-17 21:52:46,905 - mmaction - INFO - Epoch [88][360/627] lr: 4.447e-01, eta: 1 day, 16:34:21, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.3314, top5_acc: 0.5790, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.0301 2020-08-17 21:53:15,297 - mmaction - INFO - Epoch [88][380/627] lr: 4.447e-01, eta: 1 day, 16:33:55, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.0343 2020-08-17 21:53:42,601 - mmaction - INFO - Epoch [88][400/627] lr: 4.447e-01, eta: 1 day, 16:33:27, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5924, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.0409 2020-08-17 21:54:10,625 - mmaction - INFO - Epoch [88][420/627] lr: 4.447e-01, eta: 1 day, 16:33:00, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.3345, top5_acc: 0.5750, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.0497 2020-08-17 21:54:38,926 - mmaction - INFO - Epoch [88][440/627] lr: 4.447e-01, eta: 1 day, 16:32:33, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3255, top5_acc: 0.5694, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.0341 2020-08-17 21:55:06,826 - mmaction - INFO - Epoch [88][460/627] lr: 4.447e-01, eta: 1 day, 16:32:06, time: 1.395, data_time: 0.004, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5768, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.0319 2020-08-17 21:55:34,890 - mmaction - INFO - Epoch [88][480/627] lr: 4.447e-01, eta: 1 day, 16:31:39, time: 1.403, data_time: 0.002, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5900, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.0475 2020-08-17 21:56:03,977 - mmaction - INFO - Epoch [88][500/627] lr: 4.447e-01, eta: 1 day, 16:31:14, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3362, top5_acc: 0.5870, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.0564 2020-08-17 21:56:32,487 - mmaction - INFO - Epoch [88][520/627] lr: 4.447e-01, eta: 1 day, 16:30:48, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5844, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.0209 2020-08-17 21:57:00,312 - mmaction - INFO - Epoch [88][540/627] lr: 4.447e-01, eta: 1 day, 16:30:21, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5818, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.0613 2020-08-17 21:57:28,386 - mmaction - INFO - Epoch [88][560/627] lr: 4.447e-01, eta: 1 day, 16:29:54, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5876, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.0309 2020-08-17 21:57:57,347 - mmaction - INFO - Epoch [88][580/627] lr: 4.447e-01, eta: 1 day, 16:29:29, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3290, top5_acc: 0.5801, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.0460 2020-08-17 21:58:25,249 - mmaction - INFO - Epoch [88][600/627] lr: 4.447e-01, eta: 1 day, 16:29:02, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5733, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.0403 2020-08-17 21:58:53,353 - mmaction - INFO - Epoch [88][620/627] lr: 4.447e-01, eta: 1 day, 16:28:35, time: 1.405, data_time: 0.002, memory: 8470, top1_acc: 0.3264, top5_acc: 0.5811, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.0469 2020-08-17 21:59:02,775 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-17 21:59:36,158 - mmaction - INFO - Epoch [89][20/627] lr: 4.414e-01, eta: 1 day, 16:27:47, time: 1.600, data_time: 0.346, memory: 8470, top1_acc: 0.3169, top5_acc: 0.5676, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.0335 2020-08-17 22:00:04,971 - mmaction - INFO - Epoch [89][40/627] lr: 4.414e-01, eta: 1 day, 16:27:21, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5850, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.0300 2020-08-17 22:00:32,206 - mmaction - INFO - Epoch [89][60/627] lr: 4.414e-01, eta: 1 day, 16:26:53, time: 1.369, data_time: 0.012, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5812, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.0436 2020-08-17 22:01:01,049 - mmaction - INFO - Epoch [89][80/627] lr: 4.414e-01, eta: 1 day, 16:26:28, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5872, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.0305 2020-08-17 22:01:28,454 - mmaction - INFO - Epoch [89][100/627] lr: 4.414e-01, eta: 1 day, 16:26:00, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3408, top5_acc: 0.5854, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.0392 2020-08-17 22:01:56,474 - mmaction - INFO - Epoch [89][120/627] lr: 4.414e-01, eta: 1 day, 16:25:33, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5896, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.0571 2020-08-17 22:02:23,607 - mmaction - INFO - Epoch [89][140/627] lr: 4.414e-01, eta: 1 day, 16:25:04, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.3467, top5_acc: 0.5970, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.0293 2020-08-17 22:02:51,577 - mmaction - INFO - Epoch [89][160/627] lr: 4.414e-01, eta: 1 day, 16:24:37, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5876, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.0533 2020-08-17 22:03:20,085 - mmaction - INFO - Epoch [89][180/627] lr: 4.414e-01, eta: 1 day, 16:24:11, time: 1.425, data_time: 0.002, memory: 8470, top1_acc: 0.3159, top5_acc: 0.5715, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.0240 2020-08-17 22:03:47,294 - mmaction - INFO - Epoch [89][200/627] lr: 4.414e-01, eta: 1 day, 16:23:42, time: 1.359, data_time: 0.004, memory: 8470, top1_acc: 0.3344, top5_acc: 0.5809, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.0304 2020-08-17 22:04:15,440 - mmaction - INFO - Epoch [89][220/627] lr: 4.414e-01, eta: 1 day, 16:23:16, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3448, top5_acc: 0.6003, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.0314 2020-08-17 22:04:43,496 - mmaction - INFO - Epoch [89][240/627] lr: 4.414e-01, eta: 1 day, 16:22:49, time: 1.400, data_time: 0.004, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5910, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.0306 2020-08-17 22:05:12,482 - mmaction - INFO - Epoch [89][260/627] lr: 4.414e-01, eta: 1 day, 16:22:23, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.3368, top5_acc: 0.5840, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.0341 2020-08-17 22:05:39,539 - mmaction - INFO - Epoch [89][280/627] lr: 4.414e-01, eta: 1 day, 16:21:55, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3384, top5_acc: 0.5940, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.0373 2020-08-17 22:06:06,884 - mmaction - INFO - Epoch [89][300/627] lr: 4.414e-01, eta: 1 day, 16:21:26, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.3314, top5_acc: 0.5826, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.0412 2020-08-17 22:06:35,513 - mmaction - INFO - Epoch [89][320/627] lr: 4.414e-01, eta: 1 day, 16:21:01, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3270, top5_acc: 0.5751, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.0412 2020-08-17 22:07:03,803 - mmaction - INFO - Epoch [89][340/627] lr: 4.414e-01, eta: 1 day, 16:20:34, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5824, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.0516 2020-08-17 22:07:31,649 - mmaction - INFO - Epoch [89][360/627] lr: 4.414e-01, eta: 1 day, 16:20:07, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5760, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.0195 2020-08-17 22:07:59,401 - mmaction - INFO - Epoch [89][380/627] lr: 4.414e-01, eta: 1 day, 16:19:39, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3393, top5_acc: 0.5956, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.0565 2020-08-17 22:08:27,873 - mmaction - INFO - Epoch [89][400/627] lr: 4.414e-01, eta: 1 day, 16:19:13, time: 1.422, data_time: 0.002, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5844, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.0435 2020-08-17 22:08:56,108 - mmaction - INFO - Epoch [89][420/627] lr: 4.414e-01, eta: 1 day, 16:18:47, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3206, top5_acc: 0.5792, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.0578 2020-08-17 22:09:23,880 - mmaction - INFO - Epoch [89][440/627] lr: 4.414e-01, eta: 1 day, 16:18:19, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5872, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.0444 2020-08-17 22:09:51,873 - mmaction - INFO - Epoch [89][460/627] lr: 4.414e-01, eta: 1 day, 16:17:52, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.3332, top5_acc: 0.5815, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.0316 2020-08-17 22:10:19,241 - mmaction - INFO - Epoch [89][480/627] lr: 4.414e-01, eta: 1 day, 16:17:24, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.3272, top5_acc: 0.5797, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.0463 2020-08-17 22:10:47,906 - mmaction - INFO - Epoch [89][500/627] lr: 4.414e-01, eta: 1 day, 16:16:58, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3409, top5_acc: 0.5876, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.0301 2020-08-17 22:11:15,982 - mmaction - INFO - Epoch [89][520/627] lr: 4.414e-01, eta: 1 day, 16:16:31, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3355, top5_acc: 0.5882, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.0313 2020-08-17 22:11:44,051 - mmaction - INFO - Epoch [89][540/627] lr: 4.414e-01, eta: 1 day, 16:16:04, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5783, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.0528 2020-08-17 22:12:11,524 - mmaction - INFO - Epoch [89][560/627] lr: 4.414e-01, eta: 1 day, 16:15:36, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3388, top5_acc: 0.5809, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.0356 2020-08-17 22:12:38,876 - mmaction - INFO - Epoch [89][580/627] lr: 4.414e-01, eta: 1 day, 16:15:08, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3361, top5_acc: 0.5837, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.0403 2020-08-17 22:13:07,513 - mmaction - INFO - Epoch [89][600/627] lr: 4.414e-01, eta: 1 day, 16:14:42, time: 1.431, data_time: 0.002, memory: 8470, top1_acc: 0.3290, top5_acc: 0.5862, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.0487 2020-08-17 22:13:34,587 - mmaction - INFO - Epoch [89][620/627] lr: 4.414e-01, eta: 1 day, 16:14:13, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3447, top5_acc: 0.5865, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.0439 2020-08-17 22:14:17,065 - mmaction - INFO - Epoch [90][20/627] lr: 4.382e-01, eta: 1 day, 16:13:27, time: 1.632, data_time: 0.544, memory: 8470, top1_acc: 0.3375, top5_acc: 0.5884, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.0371 2020-08-17 22:14:44,229 - mmaction - INFO - Epoch [90][40/627] lr: 4.382e-01, eta: 1 day, 16:12:59, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.3251, top5_acc: 0.5789, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.0508 2020-08-17 22:15:11,218 - mmaction - INFO - Epoch [90][60/627] lr: 4.382e-01, eta: 1 day, 16:12:30, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5891, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.0330 2020-08-17 22:15:38,417 - mmaction - INFO - Epoch [90][80/627] lr: 4.382e-01, eta: 1 day, 16:12:01, time: 1.360, data_time: 0.002, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5855, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.0377 2020-08-17 22:16:07,086 - mmaction - INFO - Epoch [90][100/627] lr: 4.382e-01, eta: 1 day, 16:11:35, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.3289, top5_acc: 0.5822, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.0509 2020-08-17 22:16:34,805 - mmaction - INFO - Epoch [90][120/627] lr: 4.382e-01, eta: 1 day, 16:11:08, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.3401, top5_acc: 0.5924, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.0447 2020-08-17 22:17:02,592 - mmaction - INFO - Epoch [90][140/627] lr: 4.382e-01, eta: 1 day, 16:10:40, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5901, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.0334 2020-08-17 22:17:30,254 - mmaction - INFO - Epoch [90][160/627] lr: 4.382e-01, eta: 1 day, 16:10:13, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3384, top5_acc: 0.5906, loss_cls: 3.0053, loss: 3.0053, grad_norm: 1.0463 2020-08-17 22:17:58,141 - mmaction - INFO - Epoch [90][180/627] lr: 4.382e-01, eta: 1 day, 16:09:45, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.3301, top5_acc: 0.5879, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.0582 2020-08-17 22:18:25,836 - mmaction - INFO - Epoch [90][200/627] lr: 4.382e-01, eta: 1 day, 16:09:18, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3341, top5_acc: 0.5868, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.0703 2020-08-17 22:18:53,433 - mmaction - INFO - Epoch [90][220/627] lr: 4.382e-01, eta: 1 day, 16:08:50, time: 1.381, data_time: 0.004, memory: 8470, top1_acc: 0.3233, top5_acc: 0.5802, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.0504 2020-08-17 22:19:22,092 - mmaction - INFO - Epoch [90][240/627] lr: 4.382e-01, eta: 1 day, 16:08:24, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3361, top5_acc: 0.5897, loss_cls: 3.0317, loss: 3.0317, grad_norm: 1.0343 2020-08-17 22:19:49,983 - mmaction - INFO - Epoch [90][260/627] lr: 4.382e-01, eta: 1 day, 16:07:57, time: 1.393, data_time: 0.003, memory: 8470, top1_acc: 0.3288, top5_acc: 0.5814, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.0569 2020-08-17 22:20:17,168 - mmaction - INFO - Epoch [90][280/627] lr: 4.382e-01, eta: 1 day, 16:07:28, time: 1.359, data_time: 0.007, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5898, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.0517 2020-08-17 22:20:44,271 - mmaction - INFO - Epoch [90][300/627] lr: 4.382e-01, eta: 1 day, 16:07:00, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3402, top5_acc: 0.5932, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.0337 2020-08-17 22:21:12,682 - mmaction - INFO - Epoch [90][320/627] lr: 4.382e-01, eta: 1 day, 16:06:33, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5928, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.0444 2020-08-17 22:21:40,543 - mmaction - INFO - Epoch [90][340/627] lr: 4.382e-01, eta: 1 day, 16:06:06, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5833, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.0355 2020-08-17 22:22:07,726 - mmaction - INFO - Epoch [90][360/627] lr: 4.382e-01, eta: 1 day, 16:05:38, time: 1.357, data_time: 0.004, memory: 8470, top1_acc: 0.3263, top5_acc: 0.5868, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.0521 2020-08-17 22:22:35,123 - mmaction - INFO - Epoch [90][380/627] lr: 4.382e-01, eta: 1 day, 16:05:09, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3380, top5_acc: 0.5861, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.0274 2020-08-17 22:23:02,992 - mmaction - INFO - Epoch [90][400/627] lr: 4.382e-01, eta: 1 day, 16:04:42, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.3372, top5_acc: 0.5836, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.0342 2020-08-17 22:23:31,136 - mmaction - INFO - Epoch [90][420/627] lr: 4.382e-01, eta: 1 day, 16:04:15, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5815, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.0445 2020-08-17 22:23:57,909 - mmaction - INFO - Epoch [90][440/627] lr: 4.382e-01, eta: 1 day, 16:03:46, time: 1.343, data_time: 0.007, memory: 8470, top1_acc: 0.3328, top5_acc: 0.5871, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.0303 2020-08-17 22:24:25,563 - mmaction - INFO - Epoch [90][460/627] lr: 4.382e-01, eta: 1 day, 16:03:18, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3391, top5_acc: 0.5853, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.0442 2020-08-17 22:24:54,010 - mmaction - INFO - Epoch [90][480/627] lr: 4.382e-01, eta: 1 day, 16:02:52, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5824, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.0371 2020-08-17 22:25:22,392 - mmaction - INFO - Epoch [90][500/627] lr: 4.382e-01, eta: 1 day, 16:02:26, time: 1.418, data_time: 0.007, memory: 8470, top1_acc: 0.3314, top5_acc: 0.5842, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.0492 2020-08-17 22:25:50,409 - mmaction - INFO - Epoch [90][520/627] lr: 4.382e-01, eta: 1 day, 16:01:59, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3346, top5_acc: 0.5796, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.0522 2020-08-17 22:26:19,234 - mmaction - INFO - Epoch [90][540/627] lr: 4.382e-01, eta: 1 day, 16:01:33, time: 1.440, data_time: 0.004, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5809, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.0396 2020-08-17 22:26:47,017 - mmaction - INFO - Epoch [90][560/627] lr: 4.382e-01, eta: 1 day, 16:01:06, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.3312, top5_acc: 0.5812, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.0679 2020-08-17 22:27:14,411 - mmaction - INFO - Epoch [90][580/627] lr: 4.382e-01, eta: 1 day, 16:00:38, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5823, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.0567 2020-08-17 22:27:41,352 - mmaction - INFO - Epoch [90][600/627] lr: 4.382e-01, eta: 1 day, 16:00:09, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5788, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.0482 2020-08-17 22:28:09,049 - mmaction - INFO - Epoch [90][620/627] lr: 4.382e-01, eta: 1 day, 15:59:41, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3310, top5_acc: 0.5802, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.0400 2020-08-17 22:28:51,379 - mmaction - INFO - Epoch [91][20/627] lr: 4.349e-01, eta: 1 day, 15:58:55, time: 1.629, data_time: 0.403, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5806, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.0541 2020-08-17 22:29:17,984 - mmaction - INFO - Epoch [91][40/627] lr: 4.349e-01, eta: 1 day, 15:58:25, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.3486, top5_acc: 0.5979, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.0498 2020-08-17 22:29:45,039 - mmaction - INFO - Epoch [91][60/627] lr: 4.349e-01, eta: 1 day, 15:57:57, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3465, top5_acc: 0.5844, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.0352 2020-08-17 22:30:13,443 - mmaction - INFO - Epoch [91][80/627] lr: 4.349e-01, eta: 1 day, 15:57:30, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5888, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.0414 2020-08-17 22:30:41,861 - mmaction - INFO - Epoch [91][100/627] lr: 4.349e-01, eta: 1 day, 15:57:04, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.3437, top5_acc: 0.5944, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.0560 2020-08-17 22:31:10,915 - mmaction - INFO - Epoch [91][120/627] lr: 4.349e-01, eta: 1 day, 15:56:39, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.3312, top5_acc: 0.5850, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.0614 2020-08-17 22:31:40,786 - mmaction - INFO - Epoch [91][140/627] lr: 4.349e-01, eta: 1 day, 15:56:15, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.3259, top5_acc: 0.5822, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.0507 2020-08-17 22:32:08,680 - mmaction - INFO - Epoch [91][160/627] lr: 4.349e-01, eta: 1 day, 15:55:48, time: 1.395, data_time: 0.002, memory: 8470, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.0620 2020-08-17 22:32:37,879 - mmaction - INFO - Epoch [91][180/627] lr: 4.349e-01, eta: 1 day, 15:55:23, time: 1.458, data_time: 0.006, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5908, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.0565 2020-08-17 22:33:06,689 - mmaction - INFO - Epoch [91][200/627] lr: 4.349e-01, eta: 1 day, 15:54:58, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3391, top5_acc: 0.5848, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.0528 2020-08-17 22:33:35,326 - mmaction - INFO - Epoch [91][220/627] lr: 4.349e-01, eta: 1 day, 15:54:32, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5850, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.0430 2020-08-17 22:34:02,834 - mmaction - INFO - Epoch [91][240/627] lr: 4.349e-01, eta: 1 day, 15:54:04, time: 1.375, data_time: 0.002, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5835, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.0513 2020-08-17 22:34:32,140 - mmaction - INFO - Epoch [91][260/627] lr: 4.349e-01, eta: 1 day, 15:53:39, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.3388, top5_acc: 0.5828, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.0241 2020-08-17 22:34:58,888 - mmaction - INFO - Epoch [91][280/627] lr: 4.349e-01, eta: 1 day, 15:53:10, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3402, top5_acc: 0.5850, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.0543 2020-08-17 22:35:26,355 - mmaction - INFO - Epoch [91][300/627] lr: 4.349e-01, eta: 1 day, 15:52:42, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5909, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.0414 2020-08-17 22:35:53,717 - mmaction - INFO - Epoch [91][320/627] lr: 4.349e-01, eta: 1 day, 15:52:14, time: 1.368, data_time: 0.002, memory: 8470, top1_acc: 0.3426, top5_acc: 0.6059, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.0570 2020-08-17 22:36:22,241 - mmaction - INFO - Epoch [91][340/627] lr: 4.349e-01, eta: 1 day, 15:51:47, time: 1.426, data_time: 0.004, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5909, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.0353 2020-08-17 22:36:50,384 - mmaction - INFO - Epoch [91][360/627] lr: 4.349e-01, eta: 1 day, 15:51:21, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5918, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.0612 2020-08-17 22:37:17,406 - mmaction - INFO - Epoch [91][380/627] lr: 4.349e-01, eta: 1 day, 15:50:52, time: 1.351, data_time: 0.003, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5977, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.0619 2020-08-17 22:37:44,807 - mmaction - INFO - Epoch [91][400/627] lr: 4.349e-01, eta: 1 day, 15:50:23, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.3324, top5_acc: 0.5827, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.0637 2020-08-17 22:38:14,172 - mmaction - INFO - Epoch [91][420/627] lr: 4.349e-01, eta: 1 day, 15:49:59, time: 1.469, data_time: 0.007, memory: 8470, top1_acc: 0.3426, top5_acc: 0.5901, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.0425 2020-08-17 22:38:42,082 - mmaction - INFO - Epoch [91][440/627] lr: 4.349e-01, eta: 1 day, 15:49:32, time: 1.399, data_time: 0.007, memory: 8470, top1_acc: 0.3371, top5_acc: 0.5831, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.0543 2020-08-17 22:39:09,887 - mmaction - INFO - Epoch [91][460/627] lr: 4.349e-01, eta: 1 day, 15:49:04, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3397, top5_acc: 0.5973, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.0296 2020-08-17 22:39:37,525 - mmaction - INFO - Epoch [91][480/627] lr: 4.349e-01, eta: 1 day, 15:48:37, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.0531 2020-08-17 22:40:03,845 - mmaction - INFO - Epoch [91][500/627] lr: 4.349e-01, eta: 1 day, 15:48:07, time: 1.315, data_time: 0.003, memory: 8470, top1_acc: 0.3262, top5_acc: 0.5802, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.0534 2020-08-17 22:40:29,930 - mmaction - INFO - Epoch [91][520/627] lr: 4.349e-01, eta: 1 day, 15:47:36, time: 1.306, data_time: 0.004, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5857, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.0434 2020-08-17 22:40:56,120 - mmaction - INFO - Epoch [91][540/627] lr: 4.349e-01, eta: 1 day, 15:47:06, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.3306, top5_acc: 0.5930, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.0557 2020-08-17 22:41:23,420 - mmaction - INFO - Epoch [91][560/627] lr: 4.349e-01, eta: 1 day, 15:46:37, time: 1.365, data_time: 0.007, memory: 8470, top1_acc: 0.3409, top5_acc: 0.5842, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.0641 2020-08-17 22:41:49,127 - mmaction - INFO - Epoch [91][580/627] lr: 4.349e-01, eta: 1 day, 15:46:06, time: 1.283, data_time: 0.006, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.0567 2020-08-17 22:42:16,165 - mmaction - INFO - Epoch [91][600/627] lr: 4.349e-01, eta: 1 day, 15:45:37, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.3490, top5_acc: 0.5928, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.0410 2020-08-17 22:42:44,492 - mmaction - INFO - Epoch [91][620/627] lr: 4.349e-01, eta: 1 day, 15:45:11, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5902, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.0566 2020-08-17 22:43:25,186 - mmaction - INFO - Epoch [92][20/627] lr: 4.316e-01, eta: 1 day, 15:44:25, time: 1.631, data_time: 0.369, memory: 8470, top1_acc: 0.3247, top5_acc: 0.5717, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.0264 2020-08-17 22:43:52,390 - mmaction - INFO - Epoch [92][40/627] lr: 4.316e-01, eta: 1 day, 15:43:57, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5932, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.0457 2020-08-17 22:44:18,712 - mmaction - INFO - Epoch [92][60/627] lr: 4.316e-01, eta: 1 day, 15:43:26, time: 1.316, data_time: 0.002, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5940, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.0488 2020-08-17 22:44:46,358 - mmaction - INFO - Epoch [92][80/627] lr: 4.316e-01, eta: 1 day, 15:42:59, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5931, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.0382 2020-08-17 22:45:13,141 - mmaction - INFO - Epoch [92][100/627] lr: 4.316e-01, eta: 1 day, 15:42:29, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3405, top5_acc: 0.5898, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.0702 2020-08-17 22:45:42,033 - mmaction - INFO - Epoch [92][120/627] lr: 4.316e-01, eta: 1 day, 15:42:04, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3391, top5_acc: 0.5943, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.0429 2020-08-17 22:46:07,919 - mmaction - INFO - Epoch [92][140/627] lr: 4.316e-01, eta: 1 day, 15:41:33, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.3332, top5_acc: 0.5812, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.0535 2020-08-17 22:46:34,737 - mmaction - INFO - Epoch [92][160/627] lr: 4.316e-01, eta: 1 day, 15:41:04, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5854, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.0616 2020-08-17 22:47:02,534 - mmaction - INFO - Epoch [92][180/627] lr: 4.316e-01, eta: 1 day, 15:40:37, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5770, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.0370 2020-08-17 22:47:31,042 - mmaction - INFO - Epoch [92][200/627] lr: 4.316e-01, eta: 1 day, 15:40:10, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3246, top5_acc: 0.5855, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.0561 2020-08-17 22:47:58,837 - mmaction - INFO - Epoch [92][220/627] lr: 4.316e-01, eta: 1 day, 15:39:43, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3337, top5_acc: 0.5892, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.0458 2020-08-17 22:48:26,003 - mmaction - INFO - Epoch [92][240/627] lr: 4.316e-01, eta: 1 day, 15:39:14, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5930, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.0618 2020-08-17 22:48:54,084 - mmaction - INFO - Epoch [92][260/627] lr: 4.316e-01, eta: 1 day, 15:38:48, time: 1.405, data_time: 0.003, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5922, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.0486 2020-08-17 22:49:22,581 - mmaction - INFO - Epoch [92][280/627] lr: 4.316e-01, eta: 1 day, 15:38:21, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3329, top5_acc: 0.5793, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.0450 2020-08-17 22:49:50,437 - mmaction - INFO - Epoch [92][300/627] lr: 4.316e-01, eta: 1 day, 15:37:54, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3428, top5_acc: 0.5842, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.0448 2020-08-17 22:50:18,090 - mmaction - INFO - Epoch [92][320/627] lr: 4.316e-01, eta: 1 day, 15:37:26, time: 1.385, data_time: 0.007, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5941, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.0250 2020-08-17 22:50:45,925 - mmaction - INFO - Epoch [92][340/627] lr: 4.316e-01, eta: 1 day, 15:36:59, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5857, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.0488 2020-08-17 22:51:14,279 - mmaction - INFO - Epoch [92][360/627] lr: 4.316e-01, eta: 1 day, 15:36:33, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3438, top5_acc: 0.5870, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.0492 2020-08-17 22:51:42,786 - mmaction - INFO - Epoch [92][380/627] lr: 4.316e-01, eta: 1 day, 15:36:06, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5803, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.0490 2020-08-17 22:52:12,218 - mmaction - INFO - Epoch [92][400/627] lr: 4.316e-01, eta: 1 day, 15:35:42, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3439, top5_acc: 0.5902, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.0406 2020-08-17 22:52:42,195 - mmaction - INFO - Epoch [92][420/627] lr: 4.316e-01, eta: 1 day, 15:35:18, time: 1.498, data_time: 0.005, memory: 8470, top1_acc: 0.3370, top5_acc: 0.5870, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.0705 2020-08-17 22:53:11,713 - mmaction - INFO - Epoch [92][440/627] lr: 4.316e-01, eta: 1 day, 15:34:54, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5841, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.0435 2020-08-17 22:53:40,747 - mmaction - INFO - Epoch [92][460/627] lr: 4.316e-01, eta: 1 day, 15:34:29, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5741, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.0537 2020-08-17 22:54:10,263 - mmaction - INFO - Epoch [92][480/627] lr: 4.316e-01, eta: 1 day, 15:34:05, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.3305, top5_acc: 0.5846, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.0600 2020-08-17 22:54:39,554 - mmaction - INFO - Epoch [92][500/627] lr: 4.316e-01, eta: 1 day, 15:33:40, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5935, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.0388 2020-08-17 22:55:09,463 - mmaction - INFO - Epoch [92][520/627] lr: 4.316e-01, eta: 1 day, 15:33:16, time: 1.497, data_time: 0.005, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5820, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.0562 2020-08-17 22:55:38,218 - mmaction - INFO - Epoch [92][540/627] lr: 4.316e-01, eta: 1 day, 15:32:50, time: 1.438, data_time: 0.002, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5805, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.0557 2020-08-17 22:56:07,579 - mmaction - INFO - Epoch [92][560/627] lr: 4.316e-01, eta: 1 day, 15:32:26, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3260, top5_acc: 0.5874, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.0444 2020-08-17 22:56:37,808 - mmaction - INFO - Epoch [92][580/627] lr: 4.316e-01, eta: 1 day, 15:32:03, time: 1.510, data_time: 0.006, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5814, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.0200 2020-08-17 22:57:06,137 - mmaction - INFO - Epoch [92][600/627] lr: 4.316e-01, eta: 1 day, 15:31:36, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3382, top5_acc: 0.5932, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.0575 2020-08-17 22:57:36,144 - mmaction - INFO - Epoch [92][620/627] lr: 4.316e-01, eta: 1 day, 15:31:13, time: 1.499, data_time: 0.006, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.0567 2020-08-17 22:57:45,060 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-17 22:58:18,795 - mmaction - INFO - Epoch [93][20/627] lr: 4.283e-01, eta: 1 day, 15:30:27, time: 1.627, data_time: 0.348, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5887, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.0511 2020-08-17 22:58:46,818 - mmaction - INFO - Epoch [93][40/627] lr: 4.283e-01, eta: 1 day, 15:30:00, time: 1.401, data_time: 0.002, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5829, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.0594 2020-08-17 22:59:15,951 - mmaction - INFO - Epoch [93][60/627] lr: 4.283e-01, eta: 1 day, 15:29:35, time: 1.457, data_time: 0.003, memory: 8470, top1_acc: 0.3393, top5_acc: 0.5948, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.0614 2020-08-17 22:59:45,082 - mmaction - INFO - Epoch [93][80/627] lr: 4.283e-01, eta: 1 day, 15:29:10, time: 1.457, data_time: 0.004, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5867, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.0459 2020-08-17 23:00:14,080 - mmaction - INFO - Epoch [93][100/627] lr: 4.283e-01, eta: 1 day, 15:28:44, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.3467, top5_acc: 0.5935, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.0816 2020-08-17 23:00:42,435 - mmaction - INFO - Epoch [93][120/627] lr: 4.283e-01, eta: 1 day, 15:28:18, time: 1.426, data_time: 0.012, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5889, loss_cls: 3.0503, loss: 3.0503, grad_norm: 1.0469 2020-08-17 23:01:10,960 - mmaction - INFO - Epoch [93][140/627] lr: 4.283e-01, eta: 1 day, 15:27:52, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.3402, top5_acc: 0.5891, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.0444 2020-08-17 23:01:40,395 - mmaction - INFO - Epoch [93][160/627] lr: 4.283e-01, eta: 1 day, 15:27:27, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3398, top5_acc: 0.5844, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.0490 2020-08-17 23:02:09,553 - mmaction - INFO - Epoch [93][180/627] lr: 4.283e-01, eta: 1 day, 15:27:02, time: 1.457, data_time: 0.007, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5853, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.0571 2020-08-17 23:02:38,300 - mmaction - INFO - Epoch [93][200/627] lr: 4.283e-01, eta: 1 day, 15:26:36, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3374, top5_acc: 0.5909, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.0438 2020-08-17 23:03:07,410 - mmaction - INFO - Epoch [93][220/627] lr: 4.283e-01, eta: 1 day, 15:26:11, time: 1.452, data_time: 0.004, memory: 8470, top1_acc: 0.3363, top5_acc: 0.5971, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.0474 2020-08-17 23:03:35,641 - mmaction - INFO - Epoch [93][240/627] lr: 4.283e-01, eta: 1 day, 15:25:44, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.3396, top5_acc: 0.5974, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.0611 2020-08-17 23:04:04,776 - mmaction - INFO - Epoch [93][260/627] lr: 4.283e-01, eta: 1 day, 15:25:19, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3365, top5_acc: 0.5844, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.0587 2020-08-17 23:04:32,933 - mmaction - INFO - Epoch [93][280/627] lr: 4.283e-01, eta: 1 day, 15:24:53, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5781, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.0336 2020-08-17 23:05:03,006 - mmaction - INFO - Epoch [93][300/627] lr: 4.283e-01, eta: 1 day, 15:24:29, time: 1.504, data_time: 0.006, memory: 8470, top1_acc: 0.3316, top5_acc: 0.5827, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.0442 2020-08-17 23:05:32,795 - mmaction - INFO - Epoch [93][320/627] lr: 4.283e-01, eta: 1 day, 15:24:05, time: 1.490, data_time: 0.003, memory: 8470, top1_acc: 0.3401, top5_acc: 0.5943, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.0658 2020-08-17 23:06:01,826 - mmaction - INFO - Epoch [93][340/627] lr: 4.283e-01, eta: 1 day, 15:23:40, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3414, top5_acc: 0.5978, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.0517 2020-08-17 23:06:30,256 - mmaction - INFO - Epoch [93][360/627] lr: 4.283e-01, eta: 1 day, 15:23:14, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3323, top5_acc: 0.5857, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.0549 2020-08-17 23:06:59,537 - mmaction - INFO - Epoch [93][380/627] lr: 4.283e-01, eta: 1 day, 15:22:49, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.3341, top5_acc: 0.5892, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.0678 2020-08-17 23:07:27,958 - mmaction - INFO - Epoch [93][400/627] lr: 4.283e-01, eta: 1 day, 15:22:22, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.3307, top5_acc: 0.5872, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.0418 2020-08-17 23:07:57,103 - mmaction - INFO - Epoch [93][420/627] lr: 4.283e-01, eta: 1 day, 15:21:57, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5815, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.0549 2020-08-17 23:08:25,947 - mmaction - INFO - Epoch [93][440/627] lr: 4.283e-01, eta: 1 day, 15:21:32, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3382, top5_acc: 0.5915, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.0545 2020-08-17 23:08:55,076 - mmaction - INFO - Epoch [93][460/627] lr: 4.283e-01, eta: 1 day, 15:21:07, time: 1.458, data_time: 0.003, memory: 8470, top1_acc: 0.3365, top5_acc: 0.5922, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.0522 2020-08-17 23:09:23,397 - mmaction - INFO - Epoch [93][480/627] lr: 4.283e-01, eta: 1 day, 15:20:40, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3484, top5_acc: 0.5919, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.0453 2020-08-17 23:09:52,461 - mmaction - INFO - Epoch [93][500/627] lr: 4.283e-01, eta: 1 day, 15:20:15, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3311, top5_acc: 0.5809, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.0528 2020-08-17 23:10:21,794 - mmaction - INFO - Epoch [93][520/627] lr: 4.283e-01, eta: 1 day, 15:19:50, time: 1.466, data_time: 0.004, memory: 8470, top1_acc: 0.3368, top5_acc: 0.5818, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.0552 2020-08-17 23:10:50,313 - mmaction - INFO - Epoch [93][540/627] lr: 4.283e-01, eta: 1 day, 15:19:24, time: 1.424, data_time: 0.002, memory: 8470, top1_acc: 0.3464, top5_acc: 0.5888, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.0278 2020-08-17 23:11:19,153 - mmaction - INFO - Epoch [93][560/627] lr: 4.283e-01, eta: 1 day, 15:18:58, time: 1.442, data_time: 0.007, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5863, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.0565 2020-08-17 23:11:47,547 - mmaction - INFO - Epoch [93][580/627] lr: 4.283e-01, eta: 1 day, 15:18:32, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5900, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.0470 2020-08-17 23:12:16,385 - mmaction - INFO - Epoch [93][600/627] lr: 4.283e-01, eta: 1 day, 15:18:06, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5966, loss_cls: 3.0177, loss: 3.0177, grad_norm: 1.0626 2020-08-17 23:12:45,733 - mmaction - INFO - Epoch [93][620/627] lr: 4.283e-01, eta: 1 day, 15:17:41, time: 1.469, data_time: 0.003, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5816, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.0631 2020-08-17 23:13:29,650 - mmaction - INFO - Epoch [94][20/627] lr: 4.249e-01, eta: 1 day, 15:16:59, time: 1.736, data_time: 0.520, memory: 8470, top1_acc: 0.3357, top5_acc: 0.5924, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.0603 2020-08-17 23:13:57,920 - mmaction - INFO - Epoch [94][40/627] lr: 4.249e-01, eta: 1 day, 15:16:33, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.3465, top5_acc: 0.5973, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.0389 2020-08-17 23:14:26,735 - mmaction - INFO - Epoch [94][60/627] lr: 4.249e-01, eta: 1 day, 15:16:07, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3313, top5_acc: 0.5866, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.0527 2020-08-17 23:14:55,556 - mmaction - INFO - Epoch [94][80/627] lr: 4.249e-01, eta: 1 day, 15:15:41, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3496, top5_acc: 0.5956, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.0593 2020-08-17 23:15:24,447 - mmaction - INFO - Epoch [94][100/627] lr: 4.249e-01, eta: 1 day, 15:15:16, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3326, top5_acc: 0.5922, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.0658 2020-08-17 23:15:54,027 - mmaction - INFO - Epoch [94][120/627] lr: 4.249e-01, eta: 1 day, 15:14:51, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5884, loss_cls: 3.0362, loss: 3.0362, grad_norm: 1.0460 2020-08-17 23:16:23,022 - mmaction - INFO - Epoch [94][140/627] lr: 4.249e-01, eta: 1 day, 15:14:26, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3483, top5_acc: 0.5954, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.0562 2020-08-17 23:16:51,764 - mmaction - INFO - Epoch [94][160/627] lr: 4.249e-01, eta: 1 day, 15:14:00, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5783, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.0471 2020-08-17 23:17:21,148 - mmaction - INFO - Epoch [94][180/627] lr: 4.249e-01, eta: 1 day, 15:13:35, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5875, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.0677 2020-08-17 23:17:50,102 - mmaction - INFO - Epoch [94][200/627] lr: 4.249e-01, eta: 1 day, 15:13:10, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3418, top5_acc: 0.5970, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.0610 2020-08-17 23:18:19,469 - mmaction - INFO - Epoch [94][220/627] lr: 4.249e-01, eta: 1 day, 15:12:45, time: 1.469, data_time: 0.006, memory: 8470, top1_acc: 0.3470, top5_acc: 0.5876, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.0718 2020-08-17 23:18:48,649 - mmaction - INFO - Epoch [94][240/627] lr: 4.249e-01, eta: 1 day, 15:12:20, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.3375, top5_acc: 0.5921, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.0684 2020-08-17 23:19:18,371 - mmaction - INFO - Epoch [94][260/627] lr: 4.249e-01, eta: 1 day, 15:11:56, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.3297, top5_acc: 0.5811, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.0787 2020-08-17 23:19:47,561 - mmaction - INFO - Epoch [94][280/627] lr: 4.249e-01, eta: 1 day, 15:11:31, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5839, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.0503 2020-08-17 23:20:16,726 - mmaction - INFO - Epoch [94][300/627] lr: 4.249e-01, eta: 1 day, 15:11:06, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3374, top5_acc: 0.5874, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.0404 2020-08-17 23:20:46,638 - mmaction - INFO - Epoch [94][320/627] lr: 4.249e-01, eta: 1 day, 15:10:42, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.3333, top5_acc: 0.5794, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.0509 2020-08-17 23:21:16,160 - mmaction - INFO - Epoch [94][340/627] lr: 4.249e-01, eta: 1 day, 15:10:18, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.3408, top5_acc: 0.5859, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.0596 2020-08-17 23:21:44,378 - mmaction - INFO - Epoch [94][360/627] lr: 4.249e-01, eta: 1 day, 15:09:51, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.3303, top5_acc: 0.5815, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.0583 2020-08-17 23:22:14,326 - mmaction - INFO - Epoch [94][380/627] lr: 4.249e-01, eta: 1 day, 15:09:27, time: 1.499, data_time: 0.005, memory: 8470, top1_acc: 0.3435, top5_acc: 0.5934, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.0577 2020-08-17 23:22:43,441 - mmaction - INFO - Epoch [94][400/627] lr: 4.249e-01, eta: 1 day, 15:09:02, time: 1.457, data_time: 0.003, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5892, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.0530 2020-08-17 23:23:13,495 - mmaction - INFO - Epoch [94][420/627] lr: 4.249e-01, eta: 1 day, 15:08:38, time: 1.501, data_time: 0.004, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5939, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.0525 2020-08-17 23:23:41,834 - mmaction - INFO - Epoch [94][440/627] lr: 4.249e-01, eta: 1 day, 15:08:12, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.0580 2020-08-17 23:24:10,908 - mmaction - INFO - Epoch [94][460/627] lr: 4.249e-01, eta: 1 day, 15:07:46, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.3438, top5_acc: 0.6030, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.0270 2020-08-17 23:24:40,066 - mmaction - INFO - Epoch [94][480/627] lr: 4.249e-01, eta: 1 day, 15:07:21, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3324, top5_acc: 0.5876, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.0419 2020-08-17 23:25:08,638 - mmaction - INFO - Epoch [94][500/627] lr: 4.249e-01, eta: 1 day, 15:06:55, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.3292, top5_acc: 0.5861, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.0809 2020-08-17 23:25:37,480 - mmaction - INFO - Epoch [94][520/627] lr: 4.249e-01, eta: 1 day, 15:06:29, time: 1.442, data_time: 0.002, memory: 8470, top1_acc: 0.3449, top5_acc: 0.5932, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.0573 2020-08-17 23:26:06,706 - mmaction - INFO - Epoch [94][540/627] lr: 4.249e-01, eta: 1 day, 15:06:04, time: 1.460, data_time: 0.007, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5862, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.0641 2020-08-17 23:26:35,392 - mmaction - INFO - Epoch [94][560/627] lr: 4.249e-01, eta: 1 day, 15:05:38, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3410, top5_acc: 0.5893, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.0544 2020-08-17 23:27:04,529 - mmaction - INFO - Epoch [94][580/627] lr: 4.249e-01, eta: 1 day, 15:05:13, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3357, top5_acc: 0.5855, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.0810 2020-08-17 23:27:32,981 - mmaction - INFO - Epoch [94][600/627] lr: 4.249e-01, eta: 1 day, 15:04:47, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3387, top5_acc: 0.5878, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.0554 2020-08-17 23:28:01,588 - mmaction - INFO - Epoch [94][620/627] lr: 4.249e-01, eta: 1 day, 15:04:20, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5842, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.0445 2020-08-17 23:28:43,651 - mmaction - INFO - Epoch [95][20/627] lr: 4.216e-01, eta: 1 day, 15:03:35, time: 1.623, data_time: 0.398, memory: 8470, top1_acc: 0.3410, top5_acc: 0.5883, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.0750 2020-08-17 23:29:12,341 - mmaction - INFO - Epoch [95][40/627] lr: 4.216e-01, eta: 1 day, 15:03:09, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.3370, top5_acc: 0.5924, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.0502 2020-08-17 23:29:41,484 - mmaction - INFO - Epoch [95][60/627] lr: 4.216e-01, eta: 1 day, 15:02:44, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3467, top5_acc: 0.5964, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.0589 2020-08-17 23:30:09,258 - mmaction - INFO - Epoch [95][80/627] lr: 4.216e-01, eta: 1 day, 15:02:16, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3595, top5_acc: 0.5999, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.0556 2020-08-17 23:30:38,020 - mmaction - INFO - Epoch [95][100/627] lr: 4.216e-01, eta: 1 day, 15:01:50, time: 1.439, data_time: 0.002, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5941, loss_cls: 3.0140, loss: 3.0140, grad_norm: 1.0544 2020-08-17 23:31:07,416 - mmaction - INFO - Epoch [95][120/627] lr: 4.216e-01, eta: 1 day, 15:01:25, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5911, loss_cls: 3.0276, loss: 3.0276, grad_norm: 1.0777 2020-08-17 23:31:36,459 - mmaction - INFO - Epoch [95][140/627] lr: 4.216e-01, eta: 1 day, 15:01:00, time: 1.450, data_time: 0.002, memory: 8470, top1_acc: 0.3441, top5_acc: 0.5988, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.0572 2020-08-17 23:32:04,828 - mmaction - INFO - Epoch [95][160/627] lr: 4.216e-01, eta: 1 day, 15:00:33, time: 1.419, data_time: 0.008, memory: 8470, top1_acc: 0.3480, top5_acc: 0.5973, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.0414 2020-08-17 23:32:34,321 - mmaction - INFO - Epoch [95][180/627] lr: 4.216e-01, eta: 1 day, 15:00:09, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.3331, top5_acc: 0.5844, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.0680 2020-08-17 23:33:03,759 - mmaction - INFO - Epoch [95][200/627] lr: 4.216e-01, eta: 1 day, 14:59:44, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3490, top5_acc: 0.5966, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.0606 2020-08-17 23:33:32,437 - mmaction - INFO - Epoch [95][220/627] lr: 4.216e-01, eta: 1 day, 14:59:18, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3436, top5_acc: 0.5977, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.0656 2020-08-17 23:34:01,670 - mmaction - INFO - Epoch [95][240/627] lr: 4.216e-01, eta: 1 day, 14:58:53, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3480, top5_acc: 0.5880, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.0660 2020-08-17 23:34:30,494 - mmaction - INFO - Epoch [95][260/627] lr: 4.216e-01, eta: 1 day, 14:58:27, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.0668 2020-08-17 23:34:59,381 - mmaction - INFO - Epoch [95][280/627] lr: 4.216e-01, eta: 1 day, 14:58:02, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3332, top5_acc: 0.5818, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.0502 2020-08-17 23:35:28,566 - mmaction - INFO - Epoch [95][300/627] lr: 4.216e-01, eta: 1 day, 14:57:36, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.3413, top5_acc: 0.5876, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.0723 2020-08-17 23:35:58,930 - mmaction - INFO - Epoch [95][320/627] lr: 4.216e-01, eta: 1 day, 14:57:13, time: 1.516, data_time: 0.004, memory: 8470, top1_acc: 0.3428, top5_acc: 0.5910, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.0563 2020-08-17 23:36:28,028 - mmaction - INFO - Epoch [95][340/627] lr: 4.216e-01, eta: 1 day, 14:56:48, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5944, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.0650 2020-08-17 23:36:56,615 - mmaction - INFO - Epoch [95][360/627] lr: 4.216e-01, eta: 1 day, 14:56:22, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3402, top5_acc: 0.5827, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.0752 2020-08-17 23:37:25,238 - mmaction - INFO - Epoch [95][380/627] lr: 4.216e-01, eta: 1 day, 14:55:56, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3497, top5_acc: 0.6001, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.0789 2020-08-17 23:37:54,660 - mmaction - INFO - Epoch [95][400/627] lr: 4.216e-01, eta: 1 day, 14:55:31, time: 1.469, data_time: 0.004, memory: 8470, top1_acc: 0.3426, top5_acc: 0.5898, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.0423 2020-08-17 23:38:23,409 - mmaction - INFO - Epoch [95][420/627] lr: 4.216e-01, eta: 1 day, 14:55:05, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3335, top5_acc: 0.5775, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.0520 2020-08-17 23:38:52,252 - mmaction - INFO - Epoch [95][440/627] lr: 4.216e-01, eta: 1 day, 14:54:39, time: 1.444, data_time: 0.004, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5904, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.0568 2020-08-17 23:39:21,616 - mmaction - INFO - Epoch [95][460/627] lr: 4.216e-01, eta: 1 day, 14:54:14, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3362, top5_acc: 0.5978, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.0646 2020-08-17 23:39:50,520 - mmaction - INFO - Epoch [95][480/627] lr: 4.216e-01, eta: 1 day, 14:53:49, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.6016, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.0998 2020-08-17 23:40:19,385 - mmaction - INFO - Epoch [95][500/627] lr: 4.216e-01, eta: 1 day, 14:53:23, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.3350, top5_acc: 0.5858, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.0756 2020-08-17 23:40:48,649 - mmaction - INFO - Epoch [95][520/627] lr: 4.216e-01, eta: 1 day, 14:52:58, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.3234, top5_acc: 0.5796, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.0642 2020-08-17 23:41:17,101 - mmaction - INFO - Epoch [95][540/627] lr: 4.216e-01, eta: 1 day, 14:52:31, time: 1.419, data_time: 0.004, memory: 8470, top1_acc: 0.3372, top5_acc: 0.5876, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.0406 2020-08-17 23:41:45,503 - mmaction - INFO - Epoch [95][560/627] lr: 4.216e-01, eta: 1 day, 14:52:05, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.3398, top5_acc: 0.5936, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.0669 2020-08-17 23:42:14,534 - mmaction - INFO - Epoch [95][580/627] lr: 4.216e-01, eta: 1 day, 14:51:39, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3340, top5_acc: 0.5882, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.0777 2020-08-17 23:42:43,897 - mmaction - INFO - Epoch [95][600/627] lr: 4.216e-01, eta: 1 day, 14:51:15, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3352, top5_acc: 0.5880, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.0631 2020-08-17 23:43:13,561 - mmaction - INFO - Epoch [95][620/627] lr: 4.216e-01, eta: 1 day, 14:50:50, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.3393, top5_acc: 0.5895, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.0442 2020-08-17 23:43:54,828 - mmaction - INFO - Epoch [96][20/627] lr: 4.182e-01, eta: 1 day, 14:50:03, time: 1.573, data_time: 0.403, memory: 8470, top1_acc: 0.3327, top5_acc: 0.5889, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.0746 2020-08-17 23:44:22,593 - mmaction - INFO - Epoch [96][40/627] lr: 4.182e-01, eta: 1 day, 14:49:35, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5927, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.0523 2020-08-17 23:44:51,588 - mmaction - INFO - Epoch [96][60/627] lr: 4.182e-01, eta: 1 day, 14:49:10, time: 1.449, data_time: 0.001, memory: 8470, top1_acc: 0.3382, top5_acc: 0.5880, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.0782 2020-08-17 23:45:20,563 - mmaction - INFO - Epoch [96][80/627] lr: 4.182e-01, eta: 1 day, 14:48:44, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3493, top5_acc: 0.6053, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.0630 2020-08-17 23:45:49,780 - mmaction - INFO - Epoch [96][100/627] lr: 4.182e-01, eta: 1 day, 14:48:19, time: 1.461, data_time: 0.003, memory: 8470, top1_acc: 0.3462, top5_acc: 0.5999, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.0515 2020-08-17 23:46:18,658 - mmaction - INFO - Epoch [96][120/627] lr: 4.182e-01, eta: 1 day, 14:47:53, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5841, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.0728 2020-08-17 23:46:47,802 - mmaction - INFO - Epoch [96][140/627] lr: 4.182e-01, eta: 1 day, 14:47:28, time: 1.458, data_time: 0.003, memory: 8470, top1_acc: 0.3514, top5_acc: 0.6010, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.0605 2020-08-17 23:47:16,374 - mmaction - INFO - Epoch [96][160/627] lr: 4.182e-01, eta: 1 day, 14:47:02, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3456, top5_acc: 0.5935, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.0678 2020-08-17 23:47:46,269 - mmaction - INFO - Epoch [96][180/627] lr: 4.182e-01, eta: 1 day, 14:46:38, time: 1.497, data_time: 0.006, memory: 8470, top1_acc: 0.3297, top5_acc: 0.5866, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.0658 2020-08-17 23:48:14,428 - mmaction - INFO - Epoch [96][200/627] lr: 4.182e-01, eta: 1 day, 14:46:11, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5885, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.0764 2020-08-17 23:48:44,104 - mmaction - INFO - Epoch [96][220/627] lr: 4.182e-01, eta: 1 day, 14:45:46, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5962, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.0535 2020-08-17 23:49:13,205 - mmaction - INFO - Epoch [96][240/627] lr: 4.182e-01, eta: 1 day, 14:45:21, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.3483, top5_acc: 0.6025, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.0624 2020-08-17 23:49:41,608 - mmaction - INFO - Epoch [96][260/627] lr: 4.182e-01, eta: 1 day, 14:44:54, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.0660 2020-08-17 23:50:10,146 - mmaction - INFO - Epoch [96][280/627] lr: 4.182e-01, eta: 1 day, 14:44:28, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3382, top5_acc: 0.5790, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.0512 2020-08-17 23:50:38,587 - mmaction - INFO - Epoch [96][300/627] lr: 4.182e-01, eta: 1 day, 14:44:02, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.0652 2020-08-17 23:51:08,388 - mmaction - INFO - Epoch [96][320/627] lr: 4.182e-01, eta: 1 day, 14:43:38, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3453, top5_acc: 0.5875, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.0578 2020-08-17 23:51:36,640 - mmaction - INFO - Epoch [96][340/627] lr: 4.182e-01, eta: 1 day, 14:43:11, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.3421, top5_acc: 0.5943, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.0825 2020-08-17 23:52:05,863 - mmaction - INFO - Epoch [96][360/627] lr: 4.182e-01, eta: 1 day, 14:42:46, time: 1.461, data_time: 0.002, memory: 8470, top1_acc: 0.3339, top5_acc: 0.5809, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.0619 2020-08-17 23:52:34,683 - mmaction - INFO - Epoch [96][380/627] lr: 4.182e-01, eta: 1 day, 14:42:20, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5854, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.0561 2020-08-17 23:53:02,881 - mmaction - INFO - Epoch [96][400/627] lr: 4.182e-01, eta: 1 day, 14:41:53, time: 1.410, data_time: 0.002, memory: 8470, top1_acc: 0.3582, top5_acc: 0.6049, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.0454 2020-08-17 23:53:31,648 - mmaction - INFO - Epoch [96][420/627] lr: 4.182e-01, eta: 1 day, 14:41:27, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3488, top5_acc: 0.5967, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.0643 2020-08-17 23:54:00,243 - mmaction - INFO - Epoch [96][440/627] lr: 4.182e-01, eta: 1 day, 14:41:01, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3436, top5_acc: 0.5949, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.0716 2020-08-17 23:54:28,918 - mmaction - INFO - Epoch [96][460/627] lr: 4.182e-01, eta: 1 day, 14:40:34, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3380, top5_acc: 0.5880, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.0881 2020-08-17 23:54:57,780 - mmaction - INFO - Epoch [96][480/627] lr: 4.182e-01, eta: 1 day, 14:40:09, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5949, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.0695 2020-08-17 23:55:25,834 - mmaction - INFO - Epoch [96][500/627] lr: 4.182e-01, eta: 1 day, 14:39:42, time: 1.401, data_time: 0.004, memory: 8470, top1_acc: 0.3452, top5_acc: 0.5883, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.0661 2020-08-17 23:55:54,007 - mmaction - INFO - Epoch [96][520/627] lr: 4.182e-01, eta: 1 day, 14:39:15, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3375, top5_acc: 0.5813, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.0717 2020-08-17 23:56:22,399 - mmaction - INFO - Epoch [96][540/627] lr: 4.182e-01, eta: 1 day, 14:38:48, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5861, loss_cls: 3.0441, loss: 3.0441, grad_norm: 1.0426 2020-08-17 23:56:51,584 - mmaction - INFO - Epoch [96][560/627] lr: 4.182e-01, eta: 1 day, 14:38:23, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3371, top5_acc: 0.5828, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.0808 2020-08-17 23:57:19,582 - mmaction - INFO - Epoch [96][580/627] lr: 4.182e-01, eta: 1 day, 14:37:56, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3411, top5_acc: 0.5892, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.0355 2020-08-17 23:57:48,082 - mmaction - INFO - Epoch [96][600/627] lr: 4.182e-01, eta: 1 day, 14:37:29, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.3417, top5_acc: 0.5849, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.0589 2020-08-17 23:58:15,894 - mmaction - INFO - Epoch [96][620/627] lr: 4.182e-01, eta: 1 day, 14:37:02, time: 1.388, data_time: 0.002, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5926, loss_cls: 3.0308, loss: 3.0308, grad_norm: 1.0673 2020-08-17 23:58:24,718 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-17 23:58:56,538 - mmaction - INFO - Epoch [97][20/627] lr: 4.148e-01, eta: 1 day, 14:36:12, time: 1.500, data_time: 0.329, memory: 8470, top1_acc: 0.3355, top5_acc: 0.5892, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.0667 2020-08-17 23:59:23,069 - mmaction - INFO - Epoch [97][40/627] lr: 4.148e-01, eta: 1 day, 14:35:42, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.3474, top5_acc: 0.5944, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.0552 2020-08-17 23:59:50,735 - mmaction - INFO - Epoch [97][60/627] lr: 4.148e-01, eta: 1 day, 14:35:14, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.3466, top5_acc: 0.5921, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.0640 2020-08-18 00:00:22,553 - mmaction - INFO - Epoch [97][80/627] lr: 4.148e-01, eta: 1 day, 14:34:53, time: 1.583, data_time: 0.002, memory: 8470, top1_acc: 0.3479, top5_acc: 0.5971, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.0609 2020-08-18 00:00:50,080 - mmaction - INFO - Epoch [97][100/627] lr: 4.148e-01, eta: 1 day, 14:34:26, time: 1.385, data_time: 0.018, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5967, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.0610 2020-08-18 00:01:18,540 - mmaction - INFO - Epoch [97][120/627] lr: 4.148e-01, eta: 1 day, 14:33:59, time: 1.421, data_time: 0.002, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5884, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.0779 2020-08-18 00:01:46,499 - mmaction - INFO - Epoch [97][140/627] lr: 4.148e-01, eta: 1 day, 14:33:32, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3441, top5_acc: 0.5923, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.0562 2020-08-18 00:02:14,551 - mmaction - INFO - Epoch [97][160/627] lr: 4.148e-01, eta: 1 day, 14:33:05, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3428, top5_acc: 0.5951, loss_cls: 3.0157, loss: 3.0157, grad_norm: 1.0807 2020-08-18 00:02:42,170 - mmaction - INFO - Epoch [97][180/627] lr: 4.148e-01, eta: 1 day, 14:32:37, time: 1.381, data_time: 0.004, memory: 8470, top1_acc: 0.3388, top5_acc: 0.5909, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.0771 2020-08-18 00:03:10,105 - mmaction - INFO - Epoch [97][200/627] lr: 4.148e-01, eta: 1 day, 14:32:09, time: 1.396, data_time: 0.007, memory: 8470, top1_acc: 0.3293, top5_acc: 0.5810, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.0631 2020-08-18 00:03:38,132 - mmaction - INFO - Epoch [97][220/627] lr: 4.148e-01, eta: 1 day, 14:31:42, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3428, top5_acc: 0.5936, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.0535 2020-08-18 00:04:06,279 - mmaction - INFO - Epoch [97][240/627] lr: 4.148e-01, eta: 1 day, 14:31:15, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3453, top5_acc: 0.5956, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.0542 2020-08-18 00:04:34,201 - mmaction - INFO - Epoch [97][260/627] lr: 4.148e-01, eta: 1 day, 14:30:48, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.3352, top5_acc: 0.5868, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.0773 2020-08-18 00:05:01,976 - mmaction - INFO - Epoch [97][280/627] lr: 4.148e-01, eta: 1 day, 14:30:20, time: 1.387, data_time: 0.004, memory: 8470, top1_acc: 0.3352, top5_acc: 0.5815, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.0632 2020-08-18 00:05:29,676 - mmaction - INFO - Epoch [97][300/627] lr: 4.148e-01, eta: 1 day, 14:29:52, time: 1.386, data_time: 0.004, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5919, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.0547 2020-08-18 00:05:58,782 - mmaction - INFO - Epoch [97][320/627] lr: 4.148e-01, eta: 1 day, 14:29:27, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3370, top5_acc: 0.5884, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.0648 2020-08-18 00:06:26,382 - mmaction - INFO - Epoch [97][340/627] lr: 4.148e-01, eta: 1 day, 14:28:59, time: 1.380, data_time: 0.001, memory: 8470, top1_acc: 0.3332, top5_acc: 0.5948, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.0761 2020-08-18 00:06:54,198 - mmaction - INFO - Epoch [97][360/627] lr: 4.148e-01, eta: 1 day, 14:28:32, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3408, top5_acc: 0.5945, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.0553 2020-08-18 00:07:22,506 - mmaction - INFO - Epoch [97][380/627] lr: 4.148e-01, eta: 1 day, 14:28:05, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5879, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.0652 2020-08-18 00:07:50,037 - mmaction - INFO - Epoch [97][400/627] lr: 4.148e-01, eta: 1 day, 14:27:37, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.3384, top5_acc: 0.5884, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.0724 2020-08-18 00:08:18,058 - mmaction - INFO - Epoch [97][420/627] lr: 4.148e-01, eta: 1 day, 14:27:10, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3382, top5_acc: 0.5896, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.0512 2020-08-18 00:08:46,026 - mmaction - INFO - Epoch [97][440/627] lr: 4.148e-01, eta: 1 day, 14:26:42, time: 1.398, data_time: 0.002, memory: 8470, top1_acc: 0.3483, top5_acc: 0.6033, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.0777 2020-08-18 00:09:13,657 - mmaction - INFO - Epoch [97][460/627] lr: 4.148e-01, eta: 1 day, 14:26:14, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5938, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.0746 2020-08-18 00:09:41,773 - mmaction - INFO - Epoch [97][480/627] lr: 4.148e-01, eta: 1 day, 14:25:47, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5966, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.0624 2020-08-18 00:10:10,524 - mmaction - INFO - Epoch [97][500/627] lr: 4.148e-01, eta: 1 day, 14:25:21, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3421, top5_acc: 0.6003, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.0720 2020-08-18 00:10:38,481 - mmaction - INFO - Epoch [97][520/627] lr: 4.148e-01, eta: 1 day, 14:24:54, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.3371, top5_acc: 0.5880, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.0721 2020-08-18 00:11:06,464 - mmaction - INFO - Epoch [97][540/627] lr: 4.148e-01, eta: 1 day, 14:24:27, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3540, top5_acc: 0.5993, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.0547 2020-08-18 00:11:34,352 - mmaction - INFO - Epoch [97][560/627] lr: 4.148e-01, eta: 1 day, 14:23:59, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3437, top5_acc: 0.5957, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.0634 2020-08-18 00:12:01,767 - mmaction - INFO - Epoch [97][580/627] lr: 4.148e-01, eta: 1 day, 14:23:31, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3435, top5_acc: 0.6038, loss_cls: 2.9799, loss: 2.9799, grad_norm: 1.0715 2020-08-18 00:12:29,467 - mmaction - INFO - Epoch [97][600/627] lr: 4.148e-01, eta: 1 day, 14:23:04, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3475, top5_acc: 0.5977, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.0642 2020-08-18 00:12:57,159 - mmaction - INFO - Epoch [97][620/627] lr: 4.148e-01, eta: 1 day, 14:22:36, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.3318, top5_acc: 0.5799, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.0636 2020-08-18 00:13:40,623 - mmaction - INFO - Epoch [98][20/627] lr: 4.114e-01, eta: 1 day, 14:21:54, time: 1.725, data_time: 0.499, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5917, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.0799 2020-08-18 00:14:07,310 - mmaction - INFO - Epoch [98][40/627] lr: 4.114e-01, eta: 1 day, 14:21:24, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5930, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.0687 2020-08-18 00:14:34,210 - mmaction - INFO - Epoch [98][60/627] lr: 4.114e-01, eta: 1 day, 14:20:55, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.3462, top5_acc: 0.5910, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.0656 2020-08-18 00:15:01,997 - mmaction - INFO - Epoch [98][80/627] lr: 4.114e-01, eta: 1 day, 14:20:27, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5918, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.0773 2020-08-18 00:15:30,269 - mmaction - INFO - Epoch [98][100/627] lr: 4.114e-01, eta: 1 day, 14:20:01, time: 1.412, data_time: 0.004, memory: 8470, top1_acc: 0.3479, top5_acc: 0.6016, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.0481 2020-08-18 00:15:58,233 - mmaction - INFO - Epoch [98][120/627] lr: 4.114e-01, eta: 1 day, 14:19:33, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3439, top5_acc: 0.5943, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.0651 2020-08-18 00:16:27,872 - mmaction - INFO - Epoch [98][140/627] lr: 4.114e-01, eta: 1 day, 14:19:09, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3372, top5_acc: 0.5833, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.0734 2020-08-18 00:16:54,627 - mmaction - INFO - Epoch [98][160/627] lr: 4.114e-01, eta: 1 day, 14:18:40, time: 1.339, data_time: 0.003, memory: 8470, top1_acc: 0.3492, top5_acc: 0.5932, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.0527 2020-08-18 00:17:23,913 - mmaction - INFO - Epoch [98][180/627] lr: 4.114e-01, eta: 1 day, 14:18:14, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.3458, top5_acc: 0.5932, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.0731 2020-08-18 00:17:51,286 - mmaction - INFO - Epoch [98][200/627] lr: 4.114e-01, eta: 1 day, 14:17:46, time: 1.370, data_time: 0.003, memory: 8470, top1_acc: 0.3436, top5_acc: 0.5922, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.0803 2020-08-18 00:18:19,930 - mmaction - INFO - Epoch [98][220/627] lr: 4.114e-01, eta: 1 day, 14:17:20, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.3513, top5_acc: 0.5926, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.0457 2020-08-18 00:18:46,594 - mmaction - INFO - Epoch [98][240/627] lr: 4.114e-01, eta: 1 day, 14:16:51, time: 1.333, data_time: 0.003, memory: 8470, top1_acc: 0.3470, top5_acc: 0.5979, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.0825 2020-08-18 00:19:14,783 - mmaction - INFO - Epoch [98][260/627] lr: 4.114e-01, eta: 1 day, 14:16:24, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.3441, top5_acc: 0.5967, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.0782 2020-08-18 00:19:42,454 - mmaction - INFO - Epoch [98][280/627] lr: 4.114e-01, eta: 1 day, 14:15:56, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5954, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.0502 2020-08-18 00:20:10,266 - mmaction - INFO - Epoch [98][300/627] lr: 4.114e-01, eta: 1 day, 14:15:28, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.3410, top5_acc: 0.6000, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.0568 2020-08-18 00:20:37,775 - mmaction - INFO - Epoch [98][320/627] lr: 4.114e-01, eta: 1 day, 14:15:00, time: 1.374, data_time: 0.002, memory: 8470, top1_acc: 0.3344, top5_acc: 0.5980, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.0773 2020-08-18 00:21:05,139 - mmaction - INFO - Epoch [98][340/627] lr: 4.114e-01, eta: 1 day, 14:14:32, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.3409, top5_acc: 0.5947, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.0662 2020-08-18 00:21:32,802 - mmaction - INFO - Epoch [98][360/627] lr: 4.114e-01, eta: 1 day, 14:14:04, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.3453, top5_acc: 0.5944, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.0700 2020-08-18 00:22:00,608 - mmaction - INFO - Epoch [98][380/627] lr: 4.114e-01, eta: 1 day, 14:13:37, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5902, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.0547 2020-08-18 00:22:28,551 - mmaction - INFO - Epoch [98][400/627] lr: 4.114e-01, eta: 1 day, 14:13:09, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3523, top5_acc: 0.5999, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.0620 2020-08-18 00:22:56,095 - mmaction - INFO - Epoch [98][420/627] lr: 4.114e-01, eta: 1 day, 14:12:41, time: 1.376, data_time: 0.007, memory: 8470, top1_acc: 0.3340, top5_acc: 0.5853, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.0761 2020-08-18 00:23:25,005 - mmaction - INFO - Epoch [98][440/627] lr: 4.114e-01, eta: 1 day, 14:12:15, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3424, top5_acc: 0.5866, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.0852 2020-08-18 00:23:52,851 - mmaction - INFO - Epoch [98][460/627] lr: 4.114e-01, eta: 1 day, 14:11:48, time: 1.392, data_time: 0.002, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5824, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.0725 2020-08-18 00:24:20,180 - mmaction - INFO - Epoch [98][480/627] lr: 4.114e-01, eta: 1 day, 14:11:20, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3427, top5_acc: 0.5858, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.0592 2020-08-18 00:24:47,752 - mmaction - INFO - Epoch [98][500/627] lr: 4.114e-01, eta: 1 day, 14:10:52, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3445, top5_acc: 0.5941, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.0434 2020-08-18 00:25:15,946 - mmaction - INFO - Epoch [98][520/627] lr: 4.114e-01, eta: 1 day, 14:10:25, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3363, top5_acc: 0.5917, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.0642 2020-08-18 00:25:43,743 - mmaction - INFO - Epoch [98][540/627] lr: 4.114e-01, eta: 1 day, 14:09:57, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3508, top5_acc: 0.5991, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.0614 2020-08-18 00:26:10,741 - mmaction - INFO - Epoch [98][560/627] lr: 4.114e-01, eta: 1 day, 14:09:28, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.3320, top5_acc: 0.5790, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.0745 2020-08-18 00:26:38,127 - mmaction - INFO - Epoch [98][580/627] lr: 4.114e-01, eta: 1 day, 14:09:00, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5822, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.0606 2020-08-18 00:27:05,935 - mmaction - INFO - Epoch [98][600/627] lr: 4.114e-01, eta: 1 day, 14:08:32, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.3480, top5_acc: 0.6025, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.0533 2020-08-18 00:27:33,725 - mmaction - INFO - Epoch [98][620/627] lr: 4.114e-01, eta: 1 day, 14:08:05, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3486, top5_acc: 0.6060, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.0612 2020-08-18 00:28:13,727 - mmaction - INFO - Epoch [99][20/627] lr: 4.080e-01, eta: 1 day, 14:07:17, time: 1.555, data_time: 0.390, memory: 8470, top1_acc: 0.3418, top5_acc: 0.5905, loss_cls: 3.0315, loss: 3.0315, grad_norm: 1.0811 2020-08-18 00:28:40,676 - mmaction - INFO - Epoch [99][40/627] lr: 4.080e-01, eta: 1 day, 14:06:48, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5931, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.0757 2020-08-18 00:29:08,462 - mmaction - INFO - Epoch [99][60/627] lr: 4.080e-01, eta: 1 day, 14:06:21, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.3473, top5_acc: 0.5917, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.0669 2020-08-18 00:29:35,585 - mmaction - INFO - Epoch [99][80/627] lr: 4.080e-01, eta: 1 day, 14:05:52, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.3478, top5_acc: 0.5926, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.0733 2020-08-18 00:30:02,667 - mmaction - INFO - Epoch [99][100/627] lr: 4.080e-01, eta: 1 day, 14:05:23, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3473, top5_acc: 0.6016, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.0729 2020-08-18 00:30:30,488 - mmaction - INFO - Epoch [99][120/627] lr: 4.080e-01, eta: 1 day, 14:04:56, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5930, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.0633 2020-08-18 00:30:57,518 - mmaction - INFO - Epoch [99][140/627] lr: 4.080e-01, eta: 1 day, 14:04:27, time: 1.350, data_time: 0.004, memory: 8470, top1_acc: 0.3419, top5_acc: 0.5904, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.0820 2020-08-18 00:31:24,687 - mmaction - INFO - Epoch [99][160/627] lr: 4.080e-01, eta: 1 day, 14:03:58, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.3359, top5_acc: 0.5835, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.0672 2020-08-18 00:31:53,121 - mmaction - INFO - Epoch [99][180/627] lr: 4.080e-01, eta: 1 day, 14:03:32, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3458, top5_acc: 0.5966, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.0648 2020-08-18 00:32:21,576 - mmaction - INFO - Epoch [99][200/627] lr: 4.080e-01, eta: 1 day, 14:03:05, time: 1.421, data_time: 0.003, memory: 8470, top1_acc: 0.3487, top5_acc: 0.5939, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.0802 2020-08-18 00:32:48,404 - mmaction - INFO - Epoch [99][220/627] lr: 4.080e-01, eta: 1 day, 14:02:36, time: 1.344, data_time: 0.007, memory: 8470, top1_acc: 0.3492, top5_acc: 0.5970, loss_cls: 2.9898, loss: 2.9898, grad_norm: 1.0709 2020-08-18 00:33:16,601 - mmaction - INFO - Epoch [99][240/627] lr: 4.080e-01, eta: 1 day, 14:02:09, time: 1.410, data_time: 0.002, memory: 8470, top1_acc: 0.3426, top5_acc: 0.6017, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.0879 2020-08-18 00:33:43,805 - mmaction - INFO - Epoch [99][260/627] lr: 4.080e-01, eta: 1 day, 14:01:41, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3431, top5_acc: 0.6010, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.0911 2020-08-18 00:34:11,980 - mmaction - INFO - Epoch [99][280/627] lr: 4.080e-01, eta: 1 day, 14:01:14, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6035, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.0632 2020-08-18 00:34:39,753 - mmaction - INFO - Epoch [99][300/627] lr: 4.080e-01, eta: 1 day, 14:00:46, time: 1.389, data_time: 0.002, memory: 8470, top1_acc: 0.3430, top5_acc: 0.5871, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.0658 2020-08-18 00:35:06,200 - mmaction - INFO - Epoch [99][320/627] lr: 4.080e-01, eta: 1 day, 14:00:17, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.3371, top5_acc: 0.5961, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.0644 2020-08-18 00:35:34,135 - mmaction - INFO - Epoch [99][340/627] lr: 4.080e-01, eta: 1 day, 13:59:49, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.3475, top5_acc: 0.5974, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.0573 2020-08-18 00:36:01,593 - mmaction - INFO - Epoch [99][360/627] lr: 4.080e-01, eta: 1 day, 13:59:21, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.3435, top5_acc: 0.5936, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.0779 2020-08-18 00:36:29,372 - mmaction - INFO - Epoch [99][380/627] lr: 4.080e-01, eta: 1 day, 13:58:53, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5966, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.0648 2020-08-18 00:36:57,221 - mmaction - INFO - Epoch [99][400/627] lr: 4.080e-01, eta: 1 day, 13:58:26, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5861, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.0770 2020-08-18 00:37:25,511 - mmaction - INFO - Epoch [99][420/627] lr: 4.080e-01, eta: 1 day, 13:57:59, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3395, top5_acc: 0.5884, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.0732 2020-08-18 00:37:53,399 - mmaction - INFO - Epoch [99][440/627] lr: 4.080e-01, eta: 1 day, 13:57:32, time: 1.399, data_time: 0.007, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5923, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.0513 2020-08-18 00:38:21,071 - mmaction - INFO - Epoch [99][460/627] lr: 4.080e-01, eta: 1 day, 13:57:04, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.3493, top5_acc: 0.5930, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.0641 2020-08-18 00:38:47,714 - mmaction - INFO - Epoch [99][480/627] lr: 4.080e-01, eta: 1 day, 13:56:35, time: 1.334, data_time: 0.004, memory: 8470, top1_acc: 0.3493, top5_acc: 0.5855, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.0540 2020-08-18 00:39:15,009 - mmaction - INFO - Epoch [99][500/627] lr: 4.080e-01, eta: 1 day, 13:56:06, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.3374, top5_acc: 0.5891, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.0648 2020-08-18 00:39:42,969 - mmaction - INFO - Epoch [99][520/627] lr: 4.080e-01, eta: 1 day, 13:55:39, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3409, top5_acc: 0.5970, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.0918 2020-08-18 00:40:11,182 - mmaction - INFO - Epoch [99][540/627] lr: 4.080e-01, eta: 1 day, 13:55:12, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3368, top5_acc: 0.5938, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.0810 2020-08-18 00:40:38,645 - mmaction - INFO - Epoch [99][560/627] lr: 4.080e-01, eta: 1 day, 13:54:44, time: 1.374, data_time: 0.003, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5958, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.0604 2020-08-18 00:41:06,015 - mmaction - INFO - Epoch [99][580/627] lr: 4.080e-01, eta: 1 day, 13:54:16, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.3355, top5_acc: 0.5818, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.0675 2020-08-18 00:41:33,923 - mmaction - INFO - Epoch [99][600/627] lr: 4.080e-01, eta: 1 day, 13:53:48, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3365, top5_acc: 0.5901, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.0906 2020-08-18 00:42:01,428 - mmaction - INFO - Epoch [99][620/627] lr: 4.080e-01, eta: 1 day, 13:53:20, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.3337, top5_acc: 0.5839, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.0734 2020-08-18 00:42:42,557 - mmaction - INFO - Epoch [100][20/627] lr: 4.045e-01, eta: 1 day, 13:52:35, time: 1.612, data_time: 0.372, memory: 8470, top1_acc: 0.3342, top5_acc: 0.5889, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.0846 2020-08-18 00:43:08,835 - mmaction - INFO - Epoch [100][40/627] lr: 4.045e-01, eta: 1 day, 13:52:05, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.3448, top5_acc: 0.5952, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.0628 2020-08-18 00:43:36,113 - mmaction - INFO - Epoch [100][60/627] lr: 4.045e-01, eta: 1 day, 13:51:36, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.3505, top5_acc: 0.6001, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.0877 2020-08-18 00:44:03,597 - mmaction - INFO - Epoch [100][80/627] lr: 4.045e-01, eta: 1 day, 13:51:08, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3436, top5_acc: 0.5971, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.0796 2020-08-18 00:44:31,060 - mmaction - INFO - Epoch [100][100/627] lr: 4.045e-01, eta: 1 day, 13:50:40, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.3454, top5_acc: 0.5974, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.0650 2020-08-18 00:44:58,313 - mmaction - INFO - Epoch [100][120/627] lr: 4.045e-01, eta: 1 day, 13:50:12, time: 1.364, data_time: 0.003, memory: 8470, top1_acc: 0.3447, top5_acc: 0.5993, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.0785 2020-08-18 00:45:27,196 - mmaction - INFO - Epoch [100][140/627] lr: 4.045e-01, eta: 1 day, 13:49:46, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.3552, top5_acc: 0.6046, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.0808 2020-08-18 00:45:55,187 - mmaction - INFO - Epoch [100][160/627] lr: 4.045e-01, eta: 1 day, 13:49:19, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3465, top5_acc: 0.5935, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.0876 2020-08-18 00:46:21,984 - mmaction - INFO - Epoch [100][180/627] lr: 4.045e-01, eta: 1 day, 13:48:49, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3361, top5_acc: 0.5839, loss_cls: 3.0534, loss: 3.0534, grad_norm: 1.0687 2020-08-18 00:46:49,951 - mmaction - INFO - Epoch [100][200/627] lr: 4.045e-01, eta: 1 day, 13:48:22, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3477, top5_acc: 0.6069, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.0794 2020-08-18 00:47:18,263 - mmaction - INFO - Epoch [100][220/627] lr: 4.045e-01, eta: 1 day, 13:47:55, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3529, top5_acc: 0.6007, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.0960 2020-08-18 00:47:45,640 - mmaction - INFO - Epoch [100][240/627] lr: 4.045e-01, eta: 1 day, 13:47:27, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3440, top5_acc: 0.5924, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.0822 2020-08-18 00:48:11,613 - mmaction - INFO - Epoch [100][260/627] lr: 4.045e-01, eta: 1 day, 13:46:57, time: 1.298, data_time: 0.006, memory: 8470, top1_acc: 0.3406, top5_acc: 0.5940, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.0888 2020-08-18 00:48:39,051 - mmaction - INFO - Epoch [100][280/627] lr: 4.045e-01, eta: 1 day, 13:46:28, time: 1.371, data_time: 0.007, memory: 8470, top1_acc: 0.3471, top5_acc: 0.5977, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.0615 2020-08-18 00:49:06,873 - mmaction - INFO - Epoch [100][300/627] lr: 4.045e-01, eta: 1 day, 13:46:01, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5970, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.0745 2020-08-18 00:49:34,294 - mmaction - INFO - Epoch [100][320/627] lr: 4.045e-01, eta: 1 day, 13:45:33, time: 1.369, data_time: 0.004, memory: 8470, top1_acc: 0.3428, top5_acc: 0.5876, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.0796 2020-08-18 00:50:02,539 - mmaction - INFO - Epoch [100][340/627] lr: 4.045e-01, eta: 1 day, 13:45:06, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3466, top5_acc: 0.5939, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.0744 2020-08-18 00:50:29,912 - mmaction - INFO - Epoch [100][360/627] lr: 4.045e-01, eta: 1 day, 13:44:38, time: 1.368, data_time: 0.003, memory: 8470, top1_acc: 0.3497, top5_acc: 0.5980, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.0701 2020-08-18 00:50:57,112 - mmaction - INFO - Epoch [100][380/627] lr: 4.045e-01, eta: 1 day, 13:44:09, time: 1.359, data_time: 0.006, memory: 8470, top1_acc: 0.3312, top5_acc: 0.5952, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.0926 2020-08-18 00:51:25,836 - mmaction - INFO - Epoch [100][400/627] lr: 4.045e-01, eta: 1 day, 13:43:43, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5993, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.0859 2020-08-18 00:51:53,179 - mmaction - INFO - Epoch [100][420/627] lr: 4.045e-01, eta: 1 day, 13:43:15, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.3552, top5_acc: 0.5975, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.0530 2020-08-18 00:52:20,795 - mmaction - INFO - Epoch [100][440/627] lr: 4.045e-01, eta: 1 day, 13:42:47, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6001, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.0857 2020-08-18 00:52:48,337 - mmaction - INFO - Epoch [100][460/627] lr: 4.045e-01, eta: 1 day, 13:42:19, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.3437, top5_acc: 0.5935, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.0834 2020-08-18 00:53:16,533 - mmaction - INFO - Epoch [100][480/627] lr: 4.045e-01, eta: 1 day, 13:41:52, time: 1.411, data_time: 0.003, memory: 8470, top1_acc: 0.3405, top5_acc: 0.5904, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.0759 2020-08-18 00:53:44,284 - mmaction - INFO - Epoch [100][500/627] lr: 4.045e-01, eta: 1 day, 13:41:24, time: 1.385, data_time: 0.002, memory: 8470, top1_acc: 0.3487, top5_acc: 0.5999, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.0813 2020-08-18 00:54:12,269 - mmaction - INFO - Epoch [100][520/627] lr: 4.045e-01, eta: 1 day, 13:40:57, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.3526, top5_acc: 0.5931, loss_cls: 3.0003, loss: 3.0003, grad_norm: 1.0871 2020-08-18 00:54:39,019 - mmaction - INFO - Epoch [100][540/627] lr: 4.045e-01, eta: 1 day, 13:40:28, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3439, top5_acc: 0.5948, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.0883 2020-08-18 00:55:05,927 - mmaction - INFO - Epoch [100][560/627] lr: 4.045e-01, eta: 1 day, 13:39:59, time: 1.345, data_time: 0.002, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5987, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.0704 2020-08-18 00:55:34,823 - mmaction - INFO - Epoch [100][580/627] lr: 4.045e-01, eta: 1 day, 13:39:33, time: 1.444, data_time: 0.002, memory: 8470, top1_acc: 0.3357, top5_acc: 0.5859, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.0941 2020-08-18 00:56:01,778 - mmaction - INFO - Epoch [100][600/627] lr: 4.045e-01, eta: 1 day, 13:39:04, time: 1.348, data_time: 0.003, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.0542 2020-08-18 00:56:30,167 - mmaction - INFO - Epoch [100][620/627] lr: 4.045e-01, eta: 1 day, 13:38:38, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5888, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.0798 2020-08-18 00:56:38,298 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-08-18 00:57:11,089 - mmaction - INFO - Epoch [101][20/627] lr: 4.011e-01, eta: 1 day, 13:37:50, time: 1.541, data_time: 0.321, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6081, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.0852 2020-08-18 00:57:37,360 - mmaction - INFO - Epoch [101][40/627] lr: 4.011e-01, eta: 1 day, 13:37:20, time: 1.314, data_time: 0.002, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5987, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.0808 2020-08-18 00:58:05,399 - mmaction - INFO - Epoch [101][60/627] lr: 4.011e-01, eta: 1 day, 13:36:53, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3505, top5_acc: 0.6079, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.0865 2020-08-18 00:58:34,059 - mmaction - INFO - Epoch [101][80/627] lr: 4.011e-01, eta: 1 day, 13:36:27, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5904, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.0840 2020-08-18 00:59:02,788 - mmaction - INFO - Epoch [101][100/627] lr: 4.011e-01, eta: 1 day, 13:36:00, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.3492, top5_acc: 0.5997, loss_cls: 2.9735, loss: 2.9735, grad_norm: 1.0733 2020-08-18 00:59:31,217 - mmaction - INFO - Epoch [101][120/627] lr: 4.011e-01, eta: 1 day, 13:35:34, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3496, top5_acc: 0.5957, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.0929 2020-08-18 00:59:59,647 - mmaction - INFO - Epoch [101][140/627] lr: 4.011e-01, eta: 1 day, 13:35:07, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6092, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.0890 2020-08-18 01:00:29,121 - mmaction - INFO - Epoch [101][160/627] lr: 4.011e-01, eta: 1 day, 13:34:42, time: 1.463, data_time: 0.008, memory: 8470, top1_acc: 0.3451, top5_acc: 0.5992, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.0744 2020-08-18 01:00:56,912 - mmaction - INFO - Epoch [101][180/627] lr: 4.011e-01, eta: 1 day, 13:34:15, time: 1.401, data_time: 0.018, memory: 8470, top1_acc: 0.3493, top5_acc: 0.6013, loss_cls: 2.9853, loss: 2.9853, grad_norm: 1.0736 2020-08-18 01:01:25,727 - mmaction - INFO - Epoch [101][200/627] lr: 4.011e-01, eta: 1 day, 13:33:49, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3470, top5_acc: 0.6013, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.0843 2020-08-18 01:01:55,020 - mmaction - INFO - Epoch [101][220/627] lr: 4.011e-01, eta: 1 day, 13:33:23, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5966, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.0796 2020-08-18 01:02:23,724 - mmaction - INFO - Epoch [101][240/627] lr: 4.011e-01, eta: 1 day, 13:32:57, time: 1.437, data_time: 0.003, memory: 8470, top1_acc: 0.3560, top5_acc: 0.6070, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.0804 2020-08-18 01:02:53,661 - mmaction - INFO - Epoch [101][260/627] lr: 4.011e-01, eta: 1 day, 13:32:33, time: 1.495, data_time: 0.002, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5889, loss_cls: 3.0185, loss: 3.0185, grad_norm: 1.0738 2020-08-18 01:03:22,774 - mmaction - INFO - Epoch [101][280/627] lr: 4.011e-01, eta: 1 day, 13:32:08, time: 1.457, data_time: 0.007, memory: 8470, top1_acc: 0.3521, top5_acc: 0.6023, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.0674 2020-08-18 01:03:51,912 - mmaction - INFO - Epoch [101][300/627] lr: 4.011e-01, eta: 1 day, 13:31:42, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.3296, top5_acc: 0.5875, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.0698 2020-08-18 01:04:20,469 - mmaction - INFO - Epoch [101][320/627] lr: 4.011e-01, eta: 1 day, 13:31:16, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3458, top5_acc: 0.5997, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.0698 2020-08-18 01:04:48,067 - mmaction - INFO - Epoch [101][340/627] lr: 4.011e-01, eta: 1 day, 13:30:48, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.3482, top5_acc: 0.6044, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.1121 2020-08-18 01:05:15,408 - mmaction - INFO - Epoch [101][360/627] lr: 4.011e-01, eta: 1 day, 13:30:19, time: 1.365, data_time: 0.004, memory: 8470, top1_acc: 0.3522, top5_acc: 0.5947, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.0634 2020-08-18 01:05:43,331 - mmaction - INFO - Epoch [101][380/627] lr: 4.011e-01, eta: 1 day, 13:29:52, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.3443, top5_acc: 0.6039, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.1078 2020-08-18 01:06:10,593 - mmaction - INFO - Epoch [101][400/627] lr: 4.011e-01, eta: 1 day, 13:29:24, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3451, top5_acc: 0.5969, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.0886 2020-08-18 01:06:39,033 - mmaction - INFO - Epoch [101][420/627] lr: 4.011e-01, eta: 1 day, 13:28:57, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3484, top5_acc: 0.5978, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.0766 2020-08-18 01:07:07,214 - mmaction - INFO - Epoch [101][440/627] lr: 4.011e-01, eta: 1 day, 13:28:30, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6082, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.0892 2020-08-18 01:07:36,502 - mmaction - INFO - Epoch [101][460/627] lr: 4.011e-01, eta: 1 day, 13:28:05, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5914, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.0952 2020-08-18 01:08:03,051 - mmaction - INFO - Epoch [101][480/627] lr: 4.011e-01, eta: 1 day, 13:27:35, time: 1.328, data_time: 0.003, memory: 8470, top1_acc: 0.3440, top5_acc: 0.5930, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.0808 2020-08-18 01:08:32,079 - mmaction - INFO - Epoch [101][500/627] lr: 4.011e-01, eta: 1 day, 13:27:10, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3366, top5_acc: 0.5889, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.0760 2020-08-18 01:09:00,733 - mmaction - INFO - Epoch [101][520/627] lr: 4.011e-01, eta: 1 day, 13:26:43, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3464, top5_acc: 0.5973, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.0884 2020-08-18 01:09:28,168 - mmaction - INFO - Epoch [101][540/627] lr: 4.011e-01, eta: 1 day, 13:26:15, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3457, top5_acc: 0.5964, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.1034 2020-08-18 01:09:56,595 - mmaction - INFO - Epoch [101][560/627] lr: 4.011e-01, eta: 1 day, 13:25:49, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3428, top5_acc: 0.6026, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.0786 2020-08-18 01:10:25,313 - mmaction - INFO - Epoch [101][580/627] lr: 4.011e-01, eta: 1 day, 13:25:22, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3367, top5_acc: 0.5938, loss_cls: 3.0088, loss: 3.0088, grad_norm: 1.0731 2020-08-18 01:10:53,258 - mmaction - INFO - Epoch [101][600/627] lr: 4.011e-01, eta: 1 day, 13:24:55, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5941, loss_cls: 3.0221, loss: 3.0221, grad_norm: 1.0721 2020-08-18 01:11:22,277 - mmaction - INFO - Epoch [101][620/627] lr: 4.011e-01, eta: 1 day, 13:24:29, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.0937 2020-08-18 01:12:03,550 - mmaction - INFO - Epoch [102][20/627] lr: 3.976e-01, eta: 1 day, 13:23:44, time: 1.626, data_time: 0.534, memory: 8470, top1_acc: 0.3513, top5_acc: 0.5958, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.0950 2020-08-18 01:12:28,704 - mmaction - INFO - Epoch [102][40/627] lr: 3.976e-01, eta: 1 day, 13:23:13, time: 1.260, data_time: 0.005, memory: 8470, top1_acc: 0.3436, top5_acc: 0.6074, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.0880 2020-08-18 01:12:54,553 - mmaction - INFO - Epoch [102][60/627] lr: 3.976e-01, eta: 1 day, 13:22:42, time: 1.293, data_time: 0.003, memory: 8470, top1_acc: 0.3471, top5_acc: 0.6003, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.0926 2020-08-18 01:13:23,060 - mmaction - INFO - Epoch [102][80/627] lr: 3.976e-01, eta: 1 day, 13:22:16, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3573, top5_acc: 0.6012, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.0815 2020-08-18 01:13:50,425 - mmaction - INFO - Epoch [102][100/627] lr: 3.976e-01, eta: 1 day, 13:21:48, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6089, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.1044 2020-08-18 01:14:18,078 - mmaction - INFO - Epoch [102][120/627] lr: 3.976e-01, eta: 1 day, 13:21:20, time: 1.383, data_time: 0.002, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5904, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.0894 2020-08-18 01:14:43,739 - mmaction - INFO - Epoch [102][140/627] lr: 3.976e-01, eta: 1 day, 13:20:49, time: 1.281, data_time: 0.005, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6003, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.0600 2020-08-18 01:15:11,385 - mmaction - INFO - Epoch [102][160/627] lr: 3.976e-01, eta: 1 day, 13:20:21, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3464, top5_acc: 0.6025, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.0764 2020-08-18 01:15:40,035 - mmaction - INFO - Epoch [102][180/627] lr: 3.976e-01, eta: 1 day, 13:19:55, time: 1.433, data_time: 0.003, memory: 8470, top1_acc: 0.3591, top5_acc: 0.6010, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.0640 2020-08-18 01:16:07,789 - mmaction - INFO - Epoch [102][200/627] lr: 3.976e-01, eta: 1 day, 13:19:27, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3475, top5_acc: 0.6017, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.0925 2020-08-18 01:16:35,198 - mmaction - INFO - Epoch [102][220/627] lr: 3.976e-01, eta: 1 day, 13:18:59, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3504, top5_acc: 0.6083, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.0994 2020-08-18 01:17:02,498 - mmaction - INFO - Epoch [102][240/627] lr: 3.976e-01, eta: 1 day, 13:18:31, time: 1.365, data_time: 0.007, memory: 8470, top1_acc: 0.3525, top5_acc: 0.5964, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.0748 2020-08-18 01:17:27,849 - mmaction - INFO - Epoch [102][260/627] lr: 3.976e-01, eta: 1 day, 13:17:59, time: 1.268, data_time: 0.005, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6077, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.1080 2020-08-18 01:17:54,577 - mmaction - INFO - Epoch [102][280/627] lr: 3.976e-01, eta: 1 day, 13:17:30, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.3526, top5_acc: 0.6079, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.0903 2020-08-18 01:18:20,965 - mmaction - INFO - Epoch [102][300/627] lr: 3.976e-01, eta: 1 day, 13:17:01, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.3379, top5_acc: 0.5919, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.0958 2020-08-18 01:18:47,900 - mmaction - INFO - Epoch [102][320/627] lr: 3.976e-01, eta: 1 day, 13:16:32, time: 1.347, data_time: 0.002, memory: 8470, top1_acc: 0.3534, top5_acc: 0.5984, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.0955 2020-08-18 01:19:15,490 - mmaction - INFO - Epoch [102][340/627] lr: 3.976e-01, eta: 1 day, 13:16:04, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.3449, top5_acc: 0.5979, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.0795 2020-08-18 01:19:41,957 - mmaction - INFO - Epoch [102][360/627] lr: 3.976e-01, eta: 1 day, 13:15:34, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3401, top5_acc: 0.5879, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.0679 2020-08-18 01:20:10,191 - mmaction - INFO - Epoch [102][380/627] lr: 3.976e-01, eta: 1 day, 13:15:07, time: 1.411, data_time: 0.004, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5879, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.0936 2020-08-18 01:20:35,912 - mmaction - INFO - Epoch [102][400/627] lr: 3.976e-01, eta: 1 day, 13:14:37, time: 1.287, data_time: 0.003, memory: 8470, top1_acc: 0.3464, top5_acc: 0.5978, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.0873 2020-08-18 01:21:02,331 - mmaction - INFO - Epoch [102][420/627] lr: 3.976e-01, eta: 1 day, 13:14:07, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5904, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.0847 2020-08-18 01:21:28,371 - mmaction - INFO - Epoch [102][440/627] lr: 3.976e-01, eta: 1 day, 13:13:37, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.3319, top5_acc: 0.5883, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.0787 2020-08-18 01:21:55,240 - mmaction - INFO - Epoch [102][460/627] lr: 3.976e-01, eta: 1 day, 13:13:08, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.3444, top5_acc: 0.5978, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.0838 2020-08-18 01:22:24,360 - mmaction - INFO - Epoch [102][480/627] lr: 3.976e-01, eta: 1 day, 13:12:42, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.3447, top5_acc: 0.5937, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.0642 2020-08-18 01:22:52,100 - mmaction - INFO - Epoch [102][500/627] lr: 3.976e-01, eta: 1 day, 13:12:14, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6021, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.0808 2020-08-18 01:23:21,094 - mmaction - INFO - Epoch [102][520/627] lr: 3.976e-01, eta: 1 day, 13:11:49, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.3405, top5_acc: 0.5931, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.0925 2020-08-18 01:23:49,618 - mmaction - INFO - Epoch [102][540/627] lr: 3.976e-01, eta: 1 day, 13:11:22, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.3384, top5_acc: 0.5934, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.1121 2020-08-18 01:24:17,239 - mmaction - INFO - Epoch [102][560/627] lr: 3.976e-01, eta: 1 day, 13:10:54, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3370, top5_acc: 0.5908, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.0854 2020-08-18 01:24:45,798 - mmaction - INFO - Epoch [102][580/627] lr: 3.976e-01, eta: 1 day, 13:10:28, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5928, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.0996 2020-08-18 01:25:13,241 - mmaction - INFO - Epoch [102][600/627] lr: 3.976e-01, eta: 1 day, 13:10:00, time: 1.373, data_time: 0.007, memory: 8470, top1_acc: 0.3510, top5_acc: 0.6022, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.0784 2020-08-18 01:25:42,485 - mmaction - INFO - Epoch [102][620/627] lr: 3.976e-01, eta: 1 day, 13:09:35, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.3431, top5_acc: 0.5947, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.0881 2020-08-18 01:26:26,256 - mmaction - INFO - Epoch [103][20/627] lr: 3.941e-01, eta: 1 day, 13:08:53, time: 1.747, data_time: 0.376, memory: 8470, top1_acc: 0.3572, top5_acc: 0.6112, loss_cls: 2.9385, loss: 2.9385, grad_norm: 1.0759 2020-08-18 01:26:55,868 - mmaction - INFO - Epoch [103][40/627] lr: 3.941e-01, eta: 1 day, 13:08:29, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.3474, top5_acc: 0.5967, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.0835 2020-08-18 01:27:25,195 - mmaction - INFO - Epoch [103][60/627] lr: 3.941e-01, eta: 1 day, 13:08:03, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.3527, top5_acc: 0.6008, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.0725 2020-08-18 01:27:54,744 - mmaction - INFO - Epoch [103][80/627] lr: 3.941e-01, eta: 1 day, 13:07:38, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.3533, top5_acc: 0.6098, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.0829 2020-08-18 01:28:24,313 - mmaction - INFO - Epoch [103][100/627] lr: 3.941e-01, eta: 1 day, 13:07:14, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.3529, top5_acc: 0.6124, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.1016 2020-08-18 01:28:54,630 - mmaction - INFO - Epoch [103][120/627] lr: 3.941e-01, eta: 1 day, 13:06:50, time: 1.516, data_time: 0.002, memory: 8470, top1_acc: 0.3533, top5_acc: 0.5987, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.0878 2020-08-18 01:29:23,207 - mmaction - INFO - Epoch [103][140/627] lr: 3.941e-01, eta: 1 day, 13:06:23, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3480, top5_acc: 0.5973, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.0999 2020-08-18 01:29:51,559 - mmaction - INFO - Epoch [103][160/627] lr: 3.941e-01, eta: 1 day, 13:05:57, time: 1.419, data_time: 0.004, memory: 8470, top1_acc: 0.3419, top5_acc: 0.5900, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.0975 2020-08-18 01:30:20,688 - mmaction - INFO - Epoch [103][180/627] lr: 3.941e-01, eta: 1 day, 13:05:31, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.3466, top5_acc: 0.5988, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.0989 2020-08-18 01:30:49,589 - mmaction - INFO - Epoch [103][200/627] lr: 3.941e-01, eta: 1 day, 13:05:05, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3471, top5_acc: 0.5982, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.0894 2020-08-18 01:31:19,090 - mmaction - INFO - Epoch [103][220/627] lr: 3.941e-01, eta: 1 day, 13:04:40, time: 1.474, data_time: 0.007, memory: 8470, top1_acc: 0.3495, top5_acc: 0.6064, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.0849 2020-08-18 01:31:48,207 - mmaction - INFO - Epoch [103][240/627] lr: 3.941e-01, eta: 1 day, 13:04:14, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3504, top5_acc: 0.6000, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.0937 2020-08-18 01:32:17,929 - mmaction - INFO - Epoch [103][260/627] lr: 3.941e-01, eta: 1 day, 13:03:50, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.3517, top5_acc: 0.6010, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.0907 2020-08-18 01:32:46,972 - mmaction - INFO - Epoch [103][280/627] lr: 3.941e-01, eta: 1 day, 13:03:24, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3376, top5_acc: 0.5945, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.1137 2020-08-18 01:33:16,977 - mmaction - INFO - Epoch [103][300/627] lr: 3.941e-01, eta: 1 day, 13:03:00, time: 1.502, data_time: 0.005, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5995, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.1043 2020-08-18 01:33:45,110 - mmaction - INFO - Epoch [103][320/627] lr: 3.941e-01, eta: 1 day, 13:02:33, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3503, top5_acc: 0.5995, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.1100 2020-08-18 01:34:13,693 - mmaction - INFO - Epoch [103][340/627] lr: 3.941e-01, eta: 1 day, 13:02:06, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3461, top5_acc: 0.5910, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.0715 2020-08-18 01:34:42,540 - mmaction - INFO - Epoch [103][360/627] lr: 3.941e-01, eta: 1 day, 13:01:40, time: 1.442, data_time: 0.007, memory: 8470, top1_acc: 0.3423, top5_acc: 0.5948, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.0827 2020-08-18 01:35:11,794 - mmaction - INFO - Epoch [103][380/627] lr: 3.941e-01, eta: 1 day, 13:01:15, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6051, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.0787 2020-08-18 01:35:40,205 - mmaction - INFO - Epoch [103][400/627] lr: 3.941e-01, eta: 1 day, 13:00:48, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5889, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.0734 2020-08-18 01:36:09,361 - mmaction - INFO - Epoch [103][420/627] lr: 3.941e-01, eta: 1 day, 13:00:23, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.3490, top5_acc: 0.6009, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.0886 2020-08-18 01:36:38,554 - mmaction - INFO - Epoch [103][440/627] lr: 3.941e-01, eta: 1 day, 12:59:57, time: 1.463, data_time: 0.007, memory: 8470, top1_acc: 0.3467, top5_acc: 0.6012, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.0910 2020-08-18 01:37:06,559 - mmaction - INFO - Epoch [103][460/627] lr: 3.941e-01, eta: 1 day, 12:59:30, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3503, top5_acc: 0.5990, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.0849 2020-08-18 01:37:35,074 - mmaction - INFO - Epoch [103][480/627] lr: 3.941e-01, eta: 1 day, 12:59:03, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3501, top5_acc: 0.5927, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.0929 2020-08-18 01:38:03,632 - mmaction - INFO - Epoch [103][500/627] lr: 3.941e-01, eta: 1 day, 12:58:37, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6018, loss_cls: 2.9676, loss: 2.9676, grad_norm: 1.0650 2020-08-18 01:38:32,689 - mmaction - INFO - Epoch [103][520/627] lr: 3.941e-01, eta: 1 day, 12:58:11, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3363, top5_acc: 0.5917, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.0884 2020-08-18 01:39:00,871 - mmaction - INFO - Epoch [103][540/627] lr: 3.941e-01, eta: 1 day, 12:57:44, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3464, top5_acc: 0.5965, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.0812 2020-08-18 01:39:28,970 - mmaction - INFO - Epoch [103][560/627] lr: 3.941e-01, eta: 1 day, 12:57:17, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3404, top5_acc: 0.5882, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.0856 2020-08-18 01:39:57,586 - mmaction - INFO - Epoch [103][580/627] lr: 3.941e-01, eta: 1 day, 12:56:51, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3424, top5_acc: 0.5991, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.0722 2020-08-18 01:40:25,743 - mmaction - INFO - Epoch [103][600/627] lr: 3.941e-01, eta: 1 day, 12:56:24, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3391, top5_acc: 0.5957, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.0625 2020-08-18 01:40:54,930 - mmaction - INFO - Epoch [103][620/627] lr: 3.941e-01, eta: 1 day, 12:55:58, time: 1.458, data_time: 0.006, memory: 8470, top1_acc: 0.3527, top5_acc: 0.6064, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.0808 2020-08-18 01:41:36,529 - mmaction - INFO - Epoch [104][20/627] lr: 3.906e-01, eta: 1 day, 12:55:14, time: 1.644, data_time: 0.366, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5936, loss_cls: 3.0276, loss: 3.0276, grad_norm: 1.0889 2020-08-18 01:42:04,640 - mmaction - INFO - Epoch [104][40/627] lr: 3.906e-01, eta: 1 day, 12:54:47, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3572, top5_acc: 0.6048, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.0759 2020-08-18 01:42:32,631 - mmaction - INFO - Epoch [104][60/627] lr: 3.906e-01, eta: 1 day, 12:54:19, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6036, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.1017 2020-08-18 01:43:00,408 - mmaction - INFO - Epoch [104][80/627] lr: 3.906e-01, eta: 1 day, 12:53:52, time: 1.392, data_time: 0.007, memory: 8470, top1_acc: 0.3490, top5_acc: 0.6046, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.0861 2020-08-18 01:43:29,431 - mmaction - INFO - Epoch [104][100/627] lr: 3.906e-01, eta: 1 day, 12:53:26, time: 1.451, data_time: 0.002, memory: 8470, top1_acc: 0.3500, top5_acc: 0.5952, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.0836 2020-08-18 01:43:58,262 - mmaction - INFO - Epoch [104][120/627] lr: 3.906e-01, eta: 1 day, 12:53:00, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3581, top5_acc: 0.6082, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.0867 2020-08-18 01:44:25,589 - mmaction - INFO - Epoch [104][140/627] lr: 3.906e-01, eta: 1 day, 12:52:32, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.3466, top5_acc: 0.6004, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.1075 2020-08-18 01:44:53,473 - mmaction - INFO - Epoch [104][160/627] lr: 3.906e-01, eta: 1 day, 12:52:04, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.3372, top5_acc: 0.5908, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.0851 2020-08-18 01:45:22,151 - mmaction - INFO - Epoch [104][180/627] lr: 3.906e-01, eta: 1 day, 12:51:38, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3432, top5_acc: 0.5974, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.0712 2020-08-18 01:45:51,351 - mmaction - INFO - Epoch [104][200/627] lr: 3.906e-01, eta: 1 day, 12:51:12, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3503, top5_acc: 0.6022, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.1003 2020-08-18 01:46:18,805 - mmaction - INFO - Epoch [104][220/627] lr: 3.906e-01, eta: 1 day, 12:50:44, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.3471, top5_acc: 0.5988, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.0836 2020-08-18 01:46:46,883 - mmaction - INFO - Epoch [104][240/627] lr: 3.906e-01, eta: 1 day, 12:50:17, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3499, top5_acc: 0.6029, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.0949 2020-08-18 01:47:14,924 - mmaction - INFO - Epoch [104][260/627] lr: 3.906e-01, eta: 1 day, 12:49:50, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5953, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.0908 2020-08-18 01:47:42,220 - mmaction - INFO - Epoch [104][280/627] lr: 3.906e-01, eta: 1 day, 12:49:21, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.3427, top5_acc: 0.5885, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.0952 2020-08-18 01:48:10,447 - mmaction - INFO - Epoch [104][300/627] lr: 3.906e-01, eta: 1 day, 12:48:54, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3520, top5_acc: 0.6089, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.0955 2020-08-18 01:48:38,927 - mmaction - INFO - Epoch [104][320/627] lr: 3.906e-01, eta: 1 day, 12:48:28, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3426, top5_acc: 0.6043, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.0874 2020-08-18 01:49:07,021 - mmaction - INFO - Epoch [104][340/627] lr: 3.906e-01, eta: 1 day, 12:48:01, time: 1.403, data_time: 0.004, memory: 8470, top1_acc: 0.3486, top5_acc: 0.6049, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.1200 2020-08-18 01:49:34,077 - mmaction - INFO - Epoch [104][360/627] lr: 3.906e-01, eta: 1 day, 12:47:32, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3604, top5_acc: 0.5995, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.0720 2020-08-18 01:50:01,832 - mmaction - INFO - Epoch [104][380/627] lr: 3.906e-01, eta: 1 day, 12:47:04, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5924, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.0899 2020-08-18 01:50:29,667 - mmaction - INFO - Epoch [104][400/627] lr: 3.906e-01, eta: 1 day, 12:46:37, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.3491, top5_acc: 0.5932, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.0870 2020-08-18 01:50:57,506 - mmaction - INFO - Epoch [104][420/627] lr: 3.906e-01, eta: 1 day, 12:46:09, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3517, top5_acc: 0.6060, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.0985 2020-08-18 01:51:25,611 - mmaction - INFO - Epoch [104][440/627] lr: 3.906e-01, eta: 1 day, 12:45:42, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3456, top5_acc: 0.5919, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.0769 2020-08-18 01:51:53,659 - mmaction - INFO - Epoch [104][460/627] lr: 3.906e-01, eta: 1 day, 12:45:15, time: 1.401, data_time: 0.004, memory: 8470, top1_acc: 0.3560, top5_acc: 0.5992, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.0884 2020-08-18 01:52:20,928 - mmaction - INFO - Epoch [104][480/627] lr: 3.906e-01, eta: 1 day, 12:44:47, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3452, top5_acc: 0.6031, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.0740 2020-08-18 01:52:49,885 - mmaction - INFO - Epoch [104][500/627] lr: 3.906e-01, eta: 1 day, 12:44:21, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.0905 2020-08-18 01:53:17,416 - mmaction - INFO - Epoch [104][520/627] lr: 3.906e-01, eta: 1 day, 12:43:53, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3448, top5_acc: 0.5876, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.1098 2020-08-18 01:53:45,321 - mmaction - INFO - Epoch [104][540/627] lr: 3.906e-01, eta: 1 day, 12:43:25, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.3471, top5_acc: 0.5958, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.0811 2020-08-18 01:54:13,590 - mmaction - INFO - Epoch [104][560/627] lr: 3.906e-01, eta: 1 day, 12:42:58, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.3385, top5_acc: 0.5887, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.1012 2020-08-18 01:54:40,895 - mmaction - INFO - Epoch [104][580/627] lr: 3.906e-01, eta: 1 day, 12:42:30, time: 1.365, data_time: 0.003, memory: 8470, top1_acc: 0.3398, top5_acc: 0.5905, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.0636 2020-08-18 01:55:09,408 - mmaction - INFO - Epoch [104][600/627] lr: 3.906e-01, eta: 1 day, 12:42:03, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3440, top5_acc: 0.5956, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.0812 2020-08-18 01:55:36,357 - mmaction - INFO - Epoch [104][620/627] lr: 3.906e-01, eta: 1 day, 12:41:35, time: 1.349, data_time: 0.003, memory: 8470, top1_acc: 0.3581, top5_acc: 0.6051, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.0766 2020-08-18 01:55:45,384 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-08-18 01:56:18,443 - mmaction - INFO - Epoch [105][20/627] lr: 3.871e-01, eta: 1 day, 12:40:49, time: 1.580, data_time: 0.340, memory: 8470, top1_acc: 0.3400, top5_acc: 0.5906, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.1005 2020-08-18 01:56:45,328 - mmaction - INFO - Epoch [105][40/627] lr: 3.871e-01, eta: 1 day, 12:40:20, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.3520, top5_acc: 0.6033, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.0918 2020-08-18 01:57:13,306 - mmaction - INFO - Epoch [105][60/627] lr: 3.871e-01, eta: 1 day, 12:39:52, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3471, top5_acc: 0.6008, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.0890 2020-08-18 01:57:41,659 - mmaction - INFO - Epoch [105][80/627] lr: 3.871e-01, eta: 1 day, 12:39:26, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.3418, top5_acc: 0.6046, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.0937 2020-08-18 01:58:08,933 - mmaction - INFO - Epoch [105][100/627] lr: 3.871e-01, eta: 1 day, 12:38:57, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3531, top5_acc: 0.5975, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.0917 2020-08-18 01:58:37,420 - mmaction - INFO - Epoch [105][120/627] lr: 3.871e-01, eta: 1 day, 12:38:31, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3493, top5_acc: 0.6014, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.0899 2020-08-18 01:59:04,025 - mmaction - INFO - Epoch [105][140/627] lr: 3.871e-01, eta: 1 day, 12:38:01, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.3483, top5_acc: 0.5967, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.0832 2020-08-18 01:59:31,977 - mmaction - INFO - Epoch [105][160/627] lr: 3.871e-01, eta: 1 day, 12:37:34, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.3418, top5_acc: 0.5893, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.0852 2020-08-18 01:59:59,939 - mmaction - INFO - Epoch [105][180/627] lr: 3.871e-01, eta: 1 day, 12:37:07, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3594, top5_acc: 0.6072, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.0969 2020-08-18 02:00:28,451 - mmaction - INFO - Epoch [105][200/627] lr: 3.871e-01, eta: 1 day, 12:36:40, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6010, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.0885 2020-08-18 02:00:55,010 - mmaction - INFO - Epoch [105][220/627] lr: 3.871e-01, eta: 1 day, 12:36:11, time: 1.338, data_time: 0.019, memory: 8470, top1_acc: 0.3536, top5_acc: 0.6087, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.1095 2020-08-18 02:01:22,308 - mmaction - INFO - Epoch [105][240/627] lr: 3.871e-01, eta: 1 day, 12:35:42, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.3509, top5_acc: 0.6060, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.0967 2020-08-18 02:01:50,878 - mmaction - INFO - Epoch [105][260/627] lr: 3.871e-01, eta: 1 day, 12:35:16, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.1007 2020-08-18 02:02:17,710 - mmaction - INFO - Epoch [105][280/627] lr: 3.871e-01, eta: 1 day, 12:34:47, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3315, top5_acc: 0.5814, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.1205 2020-08-18 02:02:45,653 - mmaction - INFO - Epoch [105][300/627] lr: 3.871e-01, eta: 1 day, 12:34:19, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.3521, top5_acc: 0.5983, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.0957 2020-08-18 02:03:13,089 - mmaction - INFO - Epoch [105][320/627] lr: 3.871e-01, eta: 1 day, 12:33:51, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6074, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.0845 2020-08-18 02:03:40,899 - mmaction - INFO - Epoch [105][340/627] lr: 3.871e-01, eta: 1 day, 12:33:24, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6042, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.1180 2020-08-18 02:04:08,798 - mmaction - INFO - Epoch [105][360/627] lr: 3.871e-01, eta: 1 day, 12:32:56, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.3512, top5_acc: 0.5947, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.1016 2020-08-18 02:04:38,057 - mmaction - INFO - Epoch [105][380/627] lr: 3.871e-01, eta: 1 day, 12:32:31, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.3482, top5_acc: 0.5986, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.0853 2020-08-18 02:05:06,222 - mmaction - INFO - Epoch [105][400/627] lr: 3.871e-01, eta: 1 day, 12:32:04, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5967, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.0989 2020-08-18 02:05:35,352 - mmaction - INFO - Epoch [105][420/627] lr: 3.871e-01, eta: 1 day, 12:31:38, time: 1.454, data_time: 0.002, memory: 8470, top1_acc: 0.3557, top5_acc: 0.5970, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.1003 2020-08-18 02:06:03,949 - mmaction - INFO - Epoch [105][440/627] lr: 3.871e-01, eta: 1 day, 12:31:12, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.3419, top5_acc: 0.5954, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.1045 2020-08-18 02:06:33,111 - mmaction - INFO - Epoch [105][460/627] lr: 3.871e-01, eta: 1 day, 12:30:46, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6076, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.1017 2020-08-18 02:07:02,214 - mmaction - INFO - Epoch [105][480/627] lr: 3.871e-01, eta: 1 day, 12:30:20, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3378, top5_acc: 0.5936, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.0819 2020-08-18 02:07:30,908 - mmaction - INFO - Epoch [105][500/627] lr: 3.871e-01, eta: 1 day, 12:29:54, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3534, top5_acc: 0.6018, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.0951 2020-08-18 02:07:58,325 - mmaction - INFO - Epoch [105][520/627] lr: 3.871e-01, eta: 1 day, 12:29:26, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6078, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.1193 2020-08-18 02:08:26,338 - mmaction - INFO - Epoch [105][540/627] lr: 3.871e-01, eta: 1 day, 12:28:58, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3431, top5_acc: 0.6003, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.0896 2020-08-18 02:08:54,492 - mmaction - INFO - Epoch [105][560/627] lr: 3.871e-01, eta: 1 day, 12:28:31, time: 1.408, data_time: 0.004, memory: 8470, top1_acc: 0.3371, top5_acc: 0.5914, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.0889 2020-08-18 02:09:21,192 - mmaction - INFO - Epoch [105][580/627] lr: 3.871e-01, eta: 1 day, 12:28:02, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6020, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.0824 2020-08-18 02:09:49,014 - mmaction - INFO - Epoch [105][600/627] lr: 3.871e-01, eta: 1 day, 12:27:35, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.3496, top5_acc: 0.5948, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.0808 2020-08-18 02:10:16,344 - mmaction - INFO - Epoch [105][620/627] lr: 3.871e-01, eta: 1 day, 12:27:06, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.3465, top5_acc: 0.6046, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.1155 2020-08-18 02:10:58,542 - mmaction - INFO - Epoch [106][20/627] lr: 3.836e-01, eta: 1 day, 12:26:23, time: 1.670, data_time: 0.508, memory: 8470, top1_acc: 0.3434, top5_acc: 0.5956, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.1108 2020-08-18 02:11:25,258 - mmaction - INFO - Epoch [106][40/627] lr: 3.836e-01, eta: 1 day, 12:25:54, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.3594, top5_acc: 0.6007, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.0957 2020-08-18 02:11:52,893 - mmaction - INFO - Epoch [106][60/627] lr: 3.836e-01, eta: 1 day, 12:25:26, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3469, top5_acc: 0.6025, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.0927 2020-08-18 02:12:20,524 - mmaction - INFO - Epoch [106][80/627] lr: 3.836e-01, eta: 1 day, 12:24:58, time: 1.380, data_time: 0.002, memory: 8470, top1_acc: 0.3635, top5_acc: 0.6129, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.0917 2020-08-18 02:12:50,296 - mmaction - INFO - Epoch [106][100/627] lr: 3.836e-01, eta: 1 day, 12:24:33, time: 1.488, data_time: 0.006, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5926, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.1042 2020-08-18 02:13:18,825 - mmaction - INFO - Epoch [106][120/627] lr: 3.836e-01, eta: 1 day, 12:24:07, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3517, top5_acc: 0.6026, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.0832 2020-08-18 02:13:47,342 - mmaction - INFO - Epoch [106][140/627] lr: 3.836e-01, eta: 1 day, 12:23:40, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6021, loss_cls: 2.9474, loss: 2.9474, grad_norm: 1.0970 2020-08-18 02:14:15,193 - mmaction - INFO - Epoch [106][160/627] lr: 3.836e-01, eta: 1 day, 12:23:13, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6001, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.0899 2020-08-18 02:14:41,728 - mmaction - INFO - Epoch [106][180/627] lr: 3.836e-01, eta: 1 day, 12:22:43, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3523, top5_acc: 0.5973, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.1084 2020-08-18 02:15:10,861 - mmaction - INFO - Epoch [106][200/627] lr: 3.836e-01, eta: 1 day, 12:22:18, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.3529, top5_acc: 0.6077, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.0905 2020-08-18 02:15:38,937 - mmaction - INFO - Epoch [106][220/627] lr: 3.836e-01, eta: 1 day, 12:21:51, time: 1.404, data_time: 0.003, memory: 8470, top1_acc: 0.3484, top5_acc: 0.6013, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.1189 2020-08-18 02:16:05,831 - mmaction - INFO - Epoch [106][240/627] lr: 3.836e-01, eta: 1 day, 12:21:22, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.3419, top5_acc: 0.6105, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.0966 2020-08-18 02:16:31,298 - mmaction - INFO - Epoch [106][260/627] lr: 3.836e-01, eta: 1 day, 12:20:51, time: 1.275, data_time: 0.006, memory: 8470, top1_acc: 0.3525, top5_acc: 0.5980, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.1018 2020-08-18 02:16:58,913 - mmaction - INFO - Epoch [106][280/627] lr: 3.836e-01, eta: 1 day, 12:20:23, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3508, top5_acc: 0.5919, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.1189 2020-08-18 02:17:24,383 - mmaction - INFO - Epoch [106][300/627] lr: 3.836e-01, eta: 1 day, 12:19:52, time: 1.275, data_time: 0.005, memory: 8470, top1_acc: 0.3536, top5_acc: 0.6044, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.0969 2020-08-18 02:17:51,490 - mmaction - INFO - Epoch [106][320/627] lr: 3.836e-01, eta: 1 day, 12:19:23, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6053, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.0827 2020-08-18 02:18:18,228 - mmaction - INFO - Epoch [106][340/627] lr: 3.836e-01, eta: 1 day, 12:18:54, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.3534, top5_acc: 0.6035, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.0811 2020-08-18 02:18:44,811 - mmaction - INFO - Epoch [106][360/627] lr: 3.836e-01, eta: 1 day, 12:18:25, time: 1.328, data_time: 0.003, memory: 8470, top1_acc: 0.3456, top5_acc: 0.5919, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.1132 2020-08-18 02:19:12,280 - mmaction - INFO - Epoch [106][380/627] lr: 3.836e-01, eta: 1 day, 12:17:57, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5997, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.0985 2020-08-18 02:19:37,745 - mmaction - INFO - Epoch [106][400/627] lr: 3.836e-01, eta: 1 day, 12:17:26, time: 1.275, data_time: 0.005, memory: 8470, top1_acc: 0.3456, top5_acc: 0.6033, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.0953 2020-08-18 02:20:04,530 - mmaction - INFO - Epoch [106][420/627] lr: 3.836e-01, eta: 1 day, 12:16:57, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.3544, top5_acc: 0.5960, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.1110 2020-08-18 02:20:31,297 - mmaction - INFO - Epoch [106][440/627] lr: 3.836e-01, eta: 1 day, 12:16:28, time: 1.338, data_time: 0.003, memory: 8470, top1_acc: 0.3492, top5_acc: 0.6012, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.0925 2020-08-18 02:20:57,541 - mmaction - INFO - Epoch [106][460/627] lr: 3.836e-01, eta: 1 day, 12:15:58, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.3517, top5_acc: 0.5973, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.1269 2020-08-18 02:21:25,716 - mmaction - INFO - Epoch [106][480/627] lr: 3.836e-01, eta: 1 day, 12:15:31, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.3456, top5_acc: 0.5969, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.0956 2020-08-18 02:21:51,366 - mmaction - INFO - Epoch [106][500/627] lr: 3.836e-01, eta: 1 day, 12:15:00, time: 1.285, data_time: 0.007, memory: 8470, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.0968 2020-08-18 02:22:18,274 - mmaction - INFO - Epoch [106][520/627] lr: 3.836e-01, eta: 1 day, 12:14:31, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.3478, top5_acc: 0.5917, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.1039 2020-08-18 02:22:46,515 - mmaction - INFO - Epoch [106][540/627] lr: 3.836e-01, eta: 1 day, 12:14:04, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3517, top5_acc: 0.5971, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.1127 2020-08-18 02:23:11,934 - mmaction - INFO - Epoch [106][560/627] lr: 3.836e-01, eta: 1 day, 12:13:33, time: 1.269, data_time: 0.002, memory: 8470, top1_acc: 0.3488, top5_acc: 0.6029, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.1143 2020-08-18 02:23:39,067 - mmaction - INFO - Epoch [106][580/627] lr: 3.836e-01, eta: 1 day, 12:13:05, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.3410, top5_acc: 0.5930, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.1064 2020-08-18 02:24:06,477 - mmaction - INFO - Epoch [106][600/627] lr: 3.836e-01, eta: 1 day, 12:12:37, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3421, top5_acc: 0.6020, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.1135 2020-08-18 02:24:33,898 - mmaction - INFO - Epoch [106][620/627] lr: 3.836e-01, eta: 1 day, 12:12:09, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.1097 2020-08-18 02:25:14,965 - mmaction - INFO - Epoch [107][20/627] lr: 3.800e-01, eta: 1 day, 12:11:24, time: 1.627, data_time: 0.385, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6043, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.0913 2020-08-18 02:25:40,337 - mmaction - INFO - Epoch [107][40/627] lr: 3.800e-01, eta: 1 day, 12:10:53, time: 1.269, data_time: 0.006, memory: 8470, top1_acc: 0.3483, top5_acc: 0.6018, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.0808 2020-08-18 02:26:07,412 - mmaction - INFO - Epoch [107][60/627] lr: 3.800e-01, eta: 1 day, 12:10:25, time: 1.354, data_time: 0.008, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6066, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.0942 2020-08-18 02:26:35,352 - mmaction - INFO - Epoch [107][80/627] lr: 3.800e-01, eta: 1 day, 12:09:57, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.3538, top5_acc: 0.6112, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.1094 2020-08-18 02:27:04,008 - mmaction - INFO - Epoch [107][100/627] lr: 3.800e-01, eta: 1 day, 12:09:31, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3484, top5_acc: 0.5927, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.1054 2020-08-18 02:27:31,399 - mmaction - INFO - Epoch [107][120/627] lr: 3.800e-01, eta: 1 day, 12:09:03, time: 1.373, data_time: 0.009, memory: 8470, top1_acc: 0.3552, top5_acc: 0.6155, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.1074 2020-08-18 02:27:57,862 - mmaction - INFO - Epoch [107][140/627] lr: 3.800e-01, eta: 1 day, 12:08:33, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.0993 2020-08-18 02:28:26,079 - mmaction - INFO - Epoch [107][160/627] lr: 3.800e-01, eta: 1 day, 12:08:06, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3526, top5_acc: 0.6023, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.1024 2020-08-18 02:28:54,599 - mmaction - INFO - Epoch [107][180/627] lr: 3.800e-01, eta: 1 day, 12:07:40, time: 1.427, data_time: 0.003, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6033, loss_cls: 2.9628, loss: 2.9628, grad_norm: 1.0981 2020-08-18 02:29:22,001 - mmaction - INFO - Epoch [107][200/627] lr: 3.800e-01, eta: 1 day, 12:07:12, time: 1.370, data_time: 0.002, memory: 8470, top1_acc: 0.3487, top5_acc: 0.6022, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.1190 2020-08-18 02:29:50,820 - mmaction - INFO - Epoch [107][220/627] lr: 3.800e-01, eta: 1 day, 12:06:46, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.3616, top5_acc: 0.6074, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.0893 2020-08-18 02:30:16,197 - mmaction - INFO - Epoch [107][240/627] lr: 3.800e-01, eta: 1 day, 12:06:14, time: 1.266, data_time: 0.005, memory: 8470, top1_acc: 0.3544, top5_acc: 0.6005, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.1084 2020-08-18 02:30:43,704 - mmaction - INFO - Epoch [107][260/627] lr: 3.800e-01, eta: 1 day, 12:05:47, time: 1.379, data_time: 0.007, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6085, loss_cls: 2.9428, loss: 2.9428, grad_norm: 1.1052 2020-08-18 02:31:10,884 - mmaction - INFO - Epoch [107][280/627] lr: 3.800e-01, eta: 1 day, 12:05:18, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.3487, top5_acc: 0.6094, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.0916 2020-08-18 02:31:39,521 - mmaction - INFO - Epoch [107][300/627] lr: 3.800e-01, eta: 1 day, 12:04:52, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5945, loss_cls: 2.9839, loss: 2.9839, grad_norm: 1.1151 2020-08-18 02:32:06,945 - mmaction - INFO - Epoch [107][320/627] lr: 3.800e-01, eta: 1 day, 12:04:24, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3354, top5_acc: 0.5865, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.0955 2020-08-18 02:32:33,042 - mmaction - INFO - Epoch [107][340/627] lr: 3.800e-01, eta: 1 day, 12:03:54, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6018, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.0873 2020-08-18 02:33:02,221 - mmaction - INFO - Epoch [107][360/627] lr: 3.800e-01, eta: 1 day, 12:03:28, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.3447, top5_acc: 0.5923, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.1105 2020-08-18 02:33:30,327 - mmaction - INFO - Epoch [107][380/627] lr: 3.800e-01, eta: 1 day, 12:03:01, time: 1.408, data_time: 0.007, memory: 8470, top1_acc: 0.3508, top5_acc: 0.6010, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.1020 2020-08-18 02:33:58,936 - mmaction - INFO - Epoch [107][400/627] lr: 3.800e-01, eta: 1 day, 12:02:34, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3483, top5_acc: 0.6040, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.1270 2020-08-18 02:34:26,279 - mmaction - INFO - Epoch [107][420/627] lr: 3.800e-01, eta: 1 day, 12:02:06, time: 1.364, data_time: 0.002, memory: 8470, top1_acc: 0.3628, top5_acc: 0.6027, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.1015 2020-08-18 02:34:54,188 - mmaction - INFO - Epoch [107][440/627] lr: 3.800e-01, eta: 1 day, 12:01:39, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3423, top5_acc: 0.6052, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.1164 2020-08-18 02:35:21,672 - mmaction - INFO - Epoch [107][460/627] lr: 3.800e-01, eta: 1 day, 12:01:11, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3508, top5_acc: 0.5958, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.1188 2020-08-18 02:35:49,261 - mmaction - INFO - Epoch [107][480/627] lr: 3.800e-01, eta: 1 day, 12:00:43, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6003, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.0840 2020-08-18 02:36:18,582 - mmaction - INFO - Epoch [107][500/627] lr: 3.800e-01, eta: 1 day, 12:00:17, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3484, top5_acc: 0.5987, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.1032 2020-08-18 02:36:46,799 - mmaction - INFO - Epoch [107][520/627] lr: 3.800e-01, eta: 1 day, 11:59:50, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.1173 2020-08-18 02:37:13,513 - mmaction - INFO - Epoch [107][540/627] lr: 3.800e-01, eta: 1 day, 11:59:21, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.3466, top5_acc: 0.5932, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.1084 2020-08-18 02:37:41,458 - mmaction - INFO - Epoch [107][560/627] lr: 3.800e-01, eta: 1 day, 11:58:54, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3392, top5_acc: 0.5960, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.1032 2020-08-18 02:38:10,888 - mmaction - INFO - Epoch [107][580/627] lr: 3.800e-01, eta: 1 day, 11:58:28, time: 1.471, data_time: 0.004, memory: 8470, top1_acc: 0.3436, top5_acc: 0.6017, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.0851 2020-08-18 02:38:39,864 - mmaction - INFO - Epoch [107][600/627] lr: 3.800e-01, eta: 1 day, 11:58:03, time: 1.448, data_time: 0.007, memory: 8470, top1_acc: 0.3411, top5_acc: 0.5941, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.1057 2020-08-18 02:39:09,199 - mmaction - INFO - Epoch [107][620/627] lr: 3.800e-01, eta: 1 day, 11:57:37, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.3438, top5_acc: 0.6061, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.1031 2020-08-18 02:39:52,702 - mmaction - INFO - Epoch [108][20/627] lr: 3.765e-01, eta: 1 day, 11:56:55, time: 1.706, data_time: 0.457, memory: 8470, top1_acc: 0.3435, top5_acc: 0.5980, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.0922 2020-08-18 02:40:21,236 - mmaction - INFO - Epoch [108][40/627] lr: 3.765e-01, eta: 1 day, 11:56:29, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6087, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.0761 2020-08-18 02:40:50,020 - mmaction - INFO - Epoch [108][60/627] lr: 3.765e-01, eta: 1 day, 11:56:02, time: 1.439, data_time: 0.007, memory: 8470, top1_acc: 0.3479, top5_acc: 0.6049, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.1259 2020-08-18 02:41:18,814 - mmaction - INFO - Epoch [108][80/627] lr: 3.765e-01, eta: 1 day, 11:55:36, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3522, top5_acc: 0.5947, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.1204 2020-08-18 02:41:47,758 - mmaction - INFO - Epoch [108][100/627] lr: 3.765e-01, eta: 1 day, 11:55:10, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3526, top5_acc: 0.6065, loss_cls: 2.9238, loss: 2.9238, grad_norm: 1.0958 2020-08-18 02:42:16,627 - mmaction - INFO - Epoch [108][120/627] lr: 3.765e-01, eta: 1 day, 11:54:44, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3464, top5_acc: 0.6036, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.0952 2020-08-18 02:42:45,342 - mmaction - INFO - Epoch [108][140/627] lr: 3.765e-01, eta: 1 day, 11:54:18, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6056, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.1187 2020-08-18 02:43:14,764 - mmaction - INFO - Epoch [108][160/627] lr: 3.765e-01, eta: 1 day, 11:53:52, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3510, top5_acc: 0.6111, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.1087 2020-08-18 02:43:43,684 - mmaction - INFO - Epoch [108][180/627] lr: 3.765e-01, eta: 1 day, 11:53:26, time: 1.447, data_time: 0.007, memory: 8470, top1_acc: 0.3522, top5_acc: 0.5991, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.1020 2020-08-18 02:44:12,745 - mmaction - INFO - Epoch [108][200/627] lr: 3.765e-01, eta: 1 day, 11:53:01, time: 1.454, data_time: 0.004, memory: 8470, top1_acc: 0.3530, top5_acc: 0.6055, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.1029 2020-08-18 02:44:40,993 - mmaction - INFO - Epoch [108][220/627] lr: 3.765e-01, eta: 1 day, 11:52:34, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.3536, top5_acc: 0.5970, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.1088 2020-08-18 02:45:08,916 - mmaction - INFO - Epoch [108][240/627] lr: 3.765e-01, eta: 1 day, 11:52:06, time: 1.396, data_time: 0.004, memory: 8470, top1_acc: 0.3507, top5_acc: 0.5911, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.1012 2020-08-18 02:45:37,528 - mmaction - INFO - Epoch [108][260/627] lr: 3.765e-01, eta: 1 day, 11:51:40, time: 1.431, data_time: 0.002, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6023, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.0977 2020-08-18 02:46:06,986 - mmaction - INFO - Epoch [108][280/627] lr: 3.765e-01, eta: 1 day, 11:51:14, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3572, top5_acc: 0.6027, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.0969 2020-08-18 02:46:34,719 - mmaction - INFO - Epoch [108][300/627] lr: 3.765e-01, eta: 1 day, 11:50:47, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3486, top5_acc: 0.5987, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.1154 2020-08-18 02:47:02,999 - mmaction - INFO - Epoch [108][320/627] lr: 3.765e-01, eta: 1 day, 11:50:20, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.3499, top5_acc: 0.5990, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.1143 2020-08-18 02:47:31,485 - mmaction - INFO - Epoch [108][340/627] lr: 3.765e-01, eta: 1 day, 11:49:53, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3523, top5_acc: 0.6034, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.1181 2020-08-18 02:48:00,191 - mmaction - INFO - Epoch [108][360/627] lr: 3.765e-01, eta: 1 day, 11:49:27, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6036, loss_cls: 2.9316, loss: 2.9316, grad_norm: 1.1022 2020-08-18 02:48:28,454 - mmaction - INFO - Epoch [108][380/627] lr: 3.765e-01, eta: 1 day, 11:49:00, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6038, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.1095 2020-08-18 02:48:57,664 - mmaction - INFO - Epoch [108][400/627] lr: 3.765e-01, eta: 1 day, 11:48:34, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3520, top5_acc: 0.5995, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.1096 2020-08-18 02:49:26,067 - mmaction - INFO - Epoch [108][420/627] lr: 3.765e-01, eta: 1 day, 11:48:07, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6160, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.1235 2020-08-18 02:49:54,994 - mmaction - INFO - Epoch [108][440/627] lr: 3.765e-01, eta: 1 day, 11:47:41, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3500, top5_acc: 0.5995, loss_cls: 2.9667, loss: 2.9667, grad_norm: 1.1167 2020-08-18 02:50:22,477 - mmaction - INFO - Epoch [108][460/627] lr: 3.765e-01, eta: 1 day, 11:47:13, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3587, top5_acc: 0.6003, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.0871 2020-08-18 02:50:50,757 - mmaction - INFO - Epoch [108][480/627] lr: 3.765e-01, eta: 1 day, 11:46:46, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6033, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.1040 2020-08-18 02:51:18,981 - mmaction - INFO - Epoch [108][500/627] lr: 3.765e-01, eta: 1 day, 11:46:19, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.3527, top5_acc: 0.5973, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.1078 2020-08-18 02:51:48,233 - mmaction - INFO - Epoch [108][520/627] lr: 3.765e-01, eta: 1 day, 11:45:54, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6039, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.1032 2020-08-18 02:52:17,059 - mmaction - INFO - Epoch [108][540/627] lr: 3.765e-01, eta: 1 day, 11:45:27, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3423, top5_acc: 0.5956, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.0998 2020-08-18 02:52:44,672 - mmaction - INFO - Epoch [108][560/627] lr: 3.765e-01, eta: 1 day, 11:45:00, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3415, top5_acc: 0.5951, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.1036 2020-08-18 02:53:12,638 - mmaction - INFO - Epoch [108][580/627] lr: 3.765e-01, eta: 1 day, 11:44:32, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3569, top5_acc: 0.6047, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.0940 2020-08-18 02:53:41,149 - mmaction - INFO - Epoch [108][600/627] lr: 3.765e-01, eta: 1 day, 11:44:06, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3523, top5_acc: 0.5973, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.1066 2020-08-18 02:54:09,004 - mmaction - INFO - Epoch [108][620/627] lr: 3.765e-01, eta: 1 day, 11:43:38, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3358, top5_acc: 0.5924, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.1166 2020-08-18 02:54:17,926 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-08-18 02:54:50,177 - mmaction - INFO - Epoch [109][20/627] lr: 3.729e-01, eta: 1 day, 11:42:52, time: 1.553, data_time: 0.349, memory: 8470, top1_acc: 0.3509, top5_acc: 0.6007, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.0942 2020-08-18 02:55:17,391 - mmaction - INFO - Epoch [109][40/627] lr: 3.729e-01, eta: 1 day, 11:42:24, time: 1.361, data_time: 0.004, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6202, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.1070 2020-08-18 02:55:45,960 - mmaction - INFO - Epoch [109][60/627] lr: 3.729e-01, eta: 1 day, 11:41:57, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5978, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.1458 2020-08-18 02:56:14,185 - mmaction - INFO - Epoch [109][80/627] lr: 3.729e-01, eta: 1 day, 11:41:30, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3612, top5_acc: 0.6048, loss_cls: 2.9472, loss: 2.9472, grad_norm: 1.1071 2020-08-18 02:56:42,573 - mmaction - INFO - Epoch [109][100/627] lr: 3.729e-01, eta: 1 day, 11:41:03, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3540, top5_acc: 0.6174, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.1075 2020-08-18 02:57:10,635 - mmaction - INFO - Epoch [109][120/627] lr: 3.729e-01, eta: 1 day, 11:40:36, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6087, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.1097 2020-08-18 02:57:38,013 - mmaction - INFO - Epoch [109][140/627] lr: 3.729e-01, eta: 1 day, 11:40:08, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3521, top5_acc: 0.6057, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.1125 2020-08-18 02:58:06,892 - mmaction - INFO - Epoch [109][160/627] lr: 3.729e-01, eta: 1 day, 11:39:42, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6082, loss_cls: 2.9208, loss: 2.9208, grad_norm: 1.1019 2020-08-18 02:58:34,455 - mmaction - INFO - Epoch [109][180/627] lr: 3.729e-01, eta: 1 day, 11:39:14, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3527, top5_acc: 0.5974, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.1173 2020-08-18 02:59:03,636 - mmaction - INFO - Epoch [109][200/627] lr: 3.729e-01, eta: 1 day, 11:38:48, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6022, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.1157 2020-08-18 02:59:29,760 - mmaction - INFO - Epoch [109][220/627] lr: 3.729e-01, eta: 1 day, 11:38:18, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.3596, top5_acc: 0.6100, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.1086 2020-08-18 02:59:58,126 - mmaction - INFO - Epoch [109][240/627] lr: 3.729e-01, eta: 1 day, 11:37:51, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6052, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.1084 2020-08-18 03:00:27,201 - mmaction - INFO - Epoch [109][260/627] lr: 3.729e-01, eta: 1 day, 11:37:25, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3479, top5_acc: 0.6060, loss_cls: 2.9690, loss: 2.9690, grad_norm: 1.1162 2020-08-18 03:00:55,176 - mmaction - INFO - Epoch [109][280/627] lr: 3.729e-01, eta: 1 day, 11:36:58, time: 1.408, data_time: 0.020, memory: 8470, top1_acc: 0.3509, top5_acc: 0.6044, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.1053 2020-08-18 03:01:22,674 - mmaction - INFO - Epoch [109][300/627] lr: 3.729e-01, eta: 1 day, 11:36:30, time: 1.375, data_time: 0.004, memory: 8470, top1_acc: 0.3473, top5_acc: 0.6005, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.1015 2020-08-18 03:01:50,585 - mmaction - INFO - Epoch [109][320/627] lr: 3.729e-01, eta: 1 day, 11:36:03, time: 1.395, data_time: 0.007, memory: 8470, top1_acc: 0.3569, top5_acc: 0.6049, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.1066 2020-08-18 03:02:18,572 - mmaction - INFO - Epoch [109][340/627] lr: 3.729e-01, eta: 1 day, 11:35:35, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3461, top5_acc: 0.6012, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.1255 2020-08-18 03:02:47,239 - mmaction - INFO - Epoch [109][360/627] lr: 3.729e-01, eta: 1 day, 11:35:09, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.3496, top5_acc: 0.5977, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.1134 2020-08-18 03:03:13,981 - mmaction - INFO - Epoch [109][380/627] lr: 3.729e-01, eta: 1 day, 11:34:40, time: 1.339, data_time: 0.007, memory: 8470, top1_acc: 0.3453, top5_acc: 0.5936, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.1080 2020-08-18 03:03:42,072 - mmaction - INFO - Epoch [109][400/627] lr: 3.729e-01, eta: 1 day, 11:34:12, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.3542, top5_acc: 0.6161, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.1184 2020-08-18 03:04:10,278 - mmaction - INFO - Epoch [109][420/627] lr: 3.729e-01, eta: 1 day, 11:33:45, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.3484, top5_acc: 0.6012, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.1176 2020-08-18 03:04:38,071 - mmaction - INFO - Epoch [109][440/627] lr: 3.729e-01, eta: 1 day, 11:33:18, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.3535, top5_acc: 0.5979, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.1074 2020-08-18 03:05:05,358 - mmaction - INFO - Epoch [109][460/627] lr: 3.729e-01, eta: 1 day, 11:32:50, time: 1.364, data_time: 0.002, memory: 8470, top1_acc: 0.3535, top5_acc: 0.5977, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.1095 2020-08-18 03:05:33,994 - mmaction - INFO - Epoch [109][480/627] lr: 3.729e-01, eta: 1 day, 11:32:23, time: 1.432, data_time: 0.002, memory: 8470, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.1329 2020-08-18 03:06:02,524 - mmaction - INFO - Epoch [109][500/627] lr: 3.729e-01, eta: 1 day, 11:31:56, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.3573, top5_acc: 0.5996, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.0898 2020-08-18 03:06:30,000 - mmaction - INFO - Epoch [109][520/627] lr: 3.729e-01, eta: 1 day, 11:31:28, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.3439, top5_acc: 0.6020, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.1059 2020-08-18 03:06:58,006 - mmaction - INFO - Epoch [109][540/627] lr: 3.729e-01, eta: 1 day, 11:31:01, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.3525, top5_acc: 0.6046, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.1059 2020-08-18 03:07:25,209 - mmaction - INFO - Epoch [109][560/627] lr: 3.729e-01, eta: 1 day, 11:30:33, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.1030 2020-08-18 03:07:53,909 - mmaction - INFO - Epoch [109][580/627] lr: 3.729e-01, eta: 1 day, 11:30:06, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3539, top5_acc: 0.6064, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.1133 2020-08-18 03:08:21,970 - mmaction - INFO - Epoch [109][600/627] lr: 3.729e-01, eta: 1 day, 11:29:39, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3514, top5_acc: 0.6038, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.0873 2020-08-18 03:08:49,401 - mmaction - INFO - Epoch [109][620/627] lr: 3.729e-01, eta: 1 day, 11:29:11, time: 1.372, data_time: 0.002, memory: 8470, top1_acc: 0.3469, top5_acc: 0.5999, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.1327 2020-08-18 03:09:32,210 - mmaction - INFO - Epoch [110][20/627] lr: 3.693e-01, eta: 1 day, 11:28:29, time: 1.706, data_time: 0.514, memory: 8470, top1_acc: 0.3479, top5_acc: 0.6004, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.1247 2020-08-18 03:09:59,522 - mmaction - INFO - Epoch [110][40/627] lr: 3.693e-01, eta: 1 day, 11:28:01, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6042, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.1276 2020-08-18 03:10:27,537 - mmaction - INFO - Epoch [110][60/627] lr: 3.693e-01, eta: 1 day, 11:27:33, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3461, top5_acc: 0.6046, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.1114 2020-08-18 03:10:55,063 - mmaction - INFO - Epoch [110][80/627] lr: 3.693e-01, eta: 1 day, 11:27:06, time: 1.380, data_time: 0.007, memory: 8470, top1_acc: 0.3547, top5_acc: 0.6063, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.1031 2020-08-18 03:11:23,575 - mmaction - INFO - Epoch [110][100/627] lr: 3.693e-01, eta: 1 day, 11:26:39, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3487, top5_acc: 0.6082, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.0994 2020-08-18 03:11:51,582 - mmaction - INFO - Epoch [110][120/627] lr: 3.693e-01, eta: 1 day, 11:26:12, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.3510, top5_acc: 0.6073, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.1106 2020-08-18 03:12:20,167 - mmaction - INFO - Epoch [110][140/627] lr: 3.693e-01, eta: 1 day, 11:25:45, time: 1.428, data_time: 0.004, memory: 8470, top1_acc: 0.3547, top5_acc: 0.5975, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.1214 2020-08-18 03:12:48,934 - mmaction - INFO - Epoch [110][160/627] lr: 3.693e-01, eta: 1 day, 11:25:19, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3620, top5_acc: 0.6089, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.1187 2020-08-18 03:13:18,361 - mmaction - INFO - Epoch [110][180/627] lr: 3.693e-01, eta: 1 day, 11:24:53, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3574, top5_acc: 0.6027, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.1030 2020-08-18 03:13:47,878 - mmaction - INFO - Epoch [110][200/627] lr: 3.693e-01, eta: 1 day, 11:24:28, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3589, top5_acc: 0.6064, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.1137 2020-08-18 03:14:14,786 - mmaction - INFO - Epoch [110][220/627] lr: 3.693e-01, eta: 1 day, 11:23:59, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.3630, top5_acc: 0.6039, loss_cls: 2.9412, loss: 2.9412, grad_norm: 1.1058 2020-08-18 03:14:43,294 - mmaction - INFO - Epoch [110][240/627] lr: 3.693e-01, eta: 1 day, 11:23:32, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.3531, top5_acc: 0.6070, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.1390 2020-08-18 03:15:11,861 - mmaction - INFO - Epoch [110][260/627] lr: 3.693e-01, eta: 1 day, 11:23:06, time: 1.429, data_time: 0.003, memory: 8470, top1_acc: 0.3616, top5_acc: 0.6089, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.1348 2020-08-18 03:15:40,346 - mmaction - INFO - Epoch [110][280/627] lr: 3.693e-01, eta: 1 day, 11:22:39, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6016, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.1258 2020-08-18 03:16:07,595 - mmaction - INFO - Epoch [110][300/627] lr: 3.693e-01, eta: 1 day, 11:22:11, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3573, top5_acc: 0.6012, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.1049 2020-08-18 03:16:35,638 - mmaction - INFO - Epoch [110][320/627] lr: 3.693e-01, eta: 1 day, 11:21:44, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3603, top5_acc: 0.6137, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.1145 2020-08-18 03:17:02,965 - mmaction - INFO - Epoch [110][340/627] lr: 3.693e-01, eta: 1 day, 11:21:15, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.3573, top5_acc: 0.6094, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.1192 2020-08-18 03:17:31,512 - mmaction - INFO - Epoch [110][360/627] lr: 3.693e-01, eta: 1 day, 11:20:49, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3527, top5_acc: 0.6034, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.1134 2020-08-18 03:17:59,507 - mmaction - INFO - Epoch [110][380/627] lr: 3.693e-01, eta: 1 day, 11:20:21, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3473, top5_acc: 0.5948, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.1107 2020-08-18 03:18:28,738 - mmaction - INFO - Epoch [110][400/627] lr: 3.693e-01, eta: 1 day, 11:19:56, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6074, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.1069 2020-08-18 03:18:57,281 - mmaction - INFO - Epoch [110][420/627] lr: 3.693e-01, eta: 1 day, 11:19:29, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.3533, top5_acc: 0.6147, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.1285 2020-08-18 03:19:25,696 - mmaction - INFO - Epoch [110][440/627] lr: 3.693e-01, eta: 1 day, 11:19:02, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.3383, top5_acc: 0.5924, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.1277 2020-08-18 03:19:53,418 - mmaction - INFO - Epoch [110][460/627] lr: 3.693e-01, eta: 1 day, 11:18:34, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.3599, top5_acc: 0.6070, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.1010 2020-08-18 03:20:21,903 - mmaction - INFO - Epoch [110][480/627] lr: 3.693e-01, eta: 1 day, 11:18:08, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3497, top5_acc: 0.6001, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.0807 2020-08-18 03:20:50,650 - mmaction - INFO - Epoch [110][500/627] lr: 3.693e-01, eta: 1 day, 11:17:41, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6125, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.1130 2020-08-18 03:21:17,850 - mmaction - INFO - Epoch [110][520/627] lr: 3.693e-01, eta: 1 day, 11:17:13, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6116, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.1247 2020-08-18 03:21:45,086 - mmaction - INFO - Epoch [110][540/627] lr: 3.693e-01, eta: 1 day, 11:16:45, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.3523, top5_acc: 0.5974, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.1171 2020-08-18 03:22:11,684 - mmaction - INFO - Epoch [110][560/627] lr: 3.693e-01, eta: 1 day, 11:16:15, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.3487, top5_acc: 0.6009, loss_cls: 2.9487, loss: 2.9487, grad_norm: 1.1150 2020-08-18 03:22:37,853 - mmaction - INFO - Epoch [110][580/627] lr: 3.693e-01, eta: 1 day, 11:15:46, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.3504, top5_acc: 0.6001, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.1194 2020-08-18 03:23:05,341 - mmaction - INFO - Epoch [110][600/627] lr: 3.693e-01, eta: 1 day, 11:15:18, time: 1.375, data_time: 0.003, memory: 8470, top1_acc: 0.3530, top5_acc: 0.6052, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.1309 2020-08-18 03:23:31,786 - mmaction - INFO - Epoch [110][620/627] lr: 3.693e-01, eta: 1 day, 11:14:48, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.3544, top5_acc: 0.6086, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.1040 2020-08-18 03:24:13,637 - mmaction - INFO - Epoch [111][20/627] lr: 3.657e-01, eta: 1 day, 11:14:05, time: 1.658, data_time: 0.391, memory: 8470, top1_acc: 0.3527, top5_acc: 0.6021, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.1091 2020-08-18 03:24:38,286 - mmaction - INFO - Epoch [111][40/627] lr: 3.657e-01, eta: 1 day, 11:13:33, time: 1.233, data_time: 0.005, memory: 8470, top1_acc: 0.3553, top5_acc: 0.6112, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.1074 2020-08-18 03:25:04,248 - mmaction - INFO - Epoch [111][60/627] lr: 3.657e-01, eta: 1 day, 11:13:03, time: 1.299, data_time: 0.008, memory: 8470, top1_acc: 0.3505, top5_acc: 0.6081, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.1406 2020-08-18 03:25:31,108 - mmaction - INFO - Epoch [111][80/627] lr: 3.657e-01, eta: 1 day, 11:12:34, time: 1.343, data_time: 0.002, memory: 8470, top1_acc: 0.3533, top5_acc: 0.6014, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.1448 2020-08-18 03:25:56,962 - mmaction - INFO - Epoch [111][100/627] lr: 3.657e-01, eta: 1 day, 11:12:04, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6089, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.1048 2020-08-18 03:26:25,008 - mmaction - INFO - Epoch [111][120/627] lr: 3.657e-01, eta: 1 day, 11:11:37, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6113, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.1186 2020-08-18 03:26:53,127 - mmaction - INFO - Epoch [111][140/627] lr: 3.657e-01, eta: 1 day, 11:11:10, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.3626, top5_acc: 0.6116, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.1112 2020-08-18 03:27:18,476 - mmaction - INFO - Epoch [111][160/627] lr: 3.657e-01, eta: 1 day, 11:10:39, time: 1.269, data_time: 0.005, memory: 8470, top1_acc: 0.3490, top5_acc: 0.6033, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.1420 2020-08-18 03:27:48,102 - mmaction - INFO - Epoch [111][180/627] lr: 3.657e-01, eta: 1 day, 11:10:14, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6072, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.1119 2020-08-18 03:28:14,172 - mmaction - INFO - Epoch [111][200/627] lr: 3.657e-01, eta: 1 day, 11:09:44, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6068, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.1291 2020-08-18 03:28:42,274 - mmaction - INFO - Epoch [111][220/627] lr: 3.657e-01, eta: 1 day, 11:09:17, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3648, top5_acc: 0.6115, loss_cls: 2.9119, loss: 2.9119, grad_norm: 1.1193 2020-08-18 03:29:08,551 - mmaction - INFO - Epoch [111][240/627] lr: 3.657e-01, eta: 1 day, 11:08:47, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.3462, top5_acc: 0.5978, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.1104 2020-08-18 03:29:34,855 - mmaction - INFO - Epoch [111][260/627] lr: 3.657e-01, eta: 1 day, 11:08:17, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6091, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.1258 2020-08-18 03:30:02,865 - mmaction - INFO - Epoch [111][280/627] lr: 3.657e-01, eta: 1 day, 11:07:50, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3509, top5_acc: 0.5943, loss_cls: 3.0123, loss: 3.0123, grad_norm: 1.1161 2020-08-18 03:30:32,545 - mmaction - INFO - Epoch [111][300/627] lr: 3.657e-01, eta: 1 day, 11:07:25, time: 1.483, data_time: 0.003, memory: 8470, top1_acc: 0.3475, top5_acc: 0.6048, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.1039 2020-08-18 03:30:59,654 - mmaction - INFO - Epoch [111][320/627] lr: 3.657e-01, eta: 1 day, 11:06:56, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3582, top5_acc: 0.6100, loss_cls: 2.9397, loss: 2.9397, grad_norm: 1.1173 2020-08-18 03:31:25,514 - mmaction - INFO - Epoch [111][340/627] lr: 3.657e-01, eta: 1 day, 11:06:26, time: 1.296, data_time: 0.007, memory: 8470, top1_acc: 0.3678, top5_acc: 0.6185, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.0908 2020-08-18 03:31:52,535 - mmaction - INFO - Epoch [111][360/627] lr: 3.657e-01, eta: 1 day, 11:05:58, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3527, top5_acc: 0.6046, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.1312 2020-08-18 03:32:20,011 - mmaction - INFO - Epoch [111][380/627] lr: 3.657e-01, eta: 1 day, 11:05:30, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3604, top5_acc: 0.6038, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.1212 2020-08-18 03:32:47,100 - mmaction - INFO - Epoch [111][400/627] lr: 3.657e-01, eta: 1 day, 11:05:01, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3587, top5_acc: 0.6085, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.1273 2020-08-18 03:33:14,916 - mmaction - INFO - Epoch [111][420/627] lr: 3.657e-01, eta: 1 day, 11:04:33, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3462, top5_acc: 0.5970, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.1133 2020-08-18 03:33:41,629 - mmaction - INFO - Epoch [111][440/627] lr: 3.657e-01, eta: 1 day, 11:04:04, time: 1.340, data_time: 0.007, memory: 8470, top1_acc: 0.3582, top5_acc: 0.6154, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.1299 2020-08-18 03:34:10,112 - mmaction - INFO - Epoch [111][460/627] lr: 3.657e-01, eta: 1 day, 11:03:38, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3501, top5_acc: 0.6042, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.1222 2020-08-18 03:34:37,179 - mmaction - INFO - Epoch [111][480/627] lr: 3.657e-01, eta: 1 day, 11:03:09, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3492, top5_acc: 0.6007, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.1263 2020-08-18 03:35:04,421 - mmaction - INFO - Epoch [111][500/627] lr: 3.657e-01, eta: 1 day, 11:02:41, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3470, top5_acc: 0.6008, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.1279 2020-08-18 03:35:34,081 - mmaction - INFO - Epoch [111][520/627] lr: 3.657e-01, eta: 1 day, 11:02:16, time: 1.482, data_time: 0.002, memory: 8470, top1_acc: 0.3605, top5_acc: 0.6130, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.1208 2020-08-18 03:36:01,724 - mmaction - INFO - Epoch [111][540/627] lr: 3.657e-01, eta: 1 day, 11:01:48, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.3521, top5_acc: 0.6010, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.1030 2020-08-18 03:36:29,826 - mmaction - INFO - Epoch [111][560/627] lr: 3.657e-01, eta: 1 day, 11:01:21, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3499, top5_acc: 0.6048, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.1136 2020-08-18 03:36:57,996 - mmaction - INFO - Epoch [111][580/627] lr: 3.657e-01, eta: 1 day, 11:00:54, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3503, top5_acc: 0.6031, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.1194 2020-08-18 03:37:24,766 - mmaction - INFO - Epoch [111][600/627] lr: 3.657e-01, eta: 1 day, 11:00:25, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.3592, top5_acc: 0.6007, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.1235 2020-08-18 03:37:53,151 - mmaction - INFO - Epoch [111][620/627] lr: 3.657e-01, eta: 1 day, 10:59:58, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6128, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.1309 2020-08-18 03:38:33,622 - mmaction - INFO - Epoch [112][20/627] lr: 3.621e-01, eta: 1 day, 10:59:12, time: 1.553, data_time: 0.393, memory: 8470, top1_acc: 0.3566, top5_acc: 0.6021, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.1170 2020-08-18 03:39:00,642 - mmaction - INFO - Epoch [112][40/627] lr: 3.621e-01, eta: 1 day, 10:58:43, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.3573, top5_acc: 0.6078, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.1221 2020-08-18 03:39:26,895 - mmaction - INFO - Epoch [112][60/627] lr: 3.621e-01, eta: 1 day, 10:58:14, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6069, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.1362 2020-08-18 03:39:54,855 - mmaction - INFO - Epoch [112][80/627] lr: 3.621e-01, eta: 1 day, 10:57:46, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6198, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.1225 2020-08-18 03:40:22,623 - mmaction - INFO - Epoch [112][100/627] lr: 3.621e-01, eta: 1 day, 10:57:19, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3540, top5_acc: 0.6022, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.1305 2020-08-18 03:40:49,123 - mmaction - INFO - Epoch [112][120/627] lr: 3.621e-01, eta: 1 day, 10:56:49, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.3642, top5_acc: 0.6118, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.1184 2020-08-18 03:41:18,375 - mmaction - INFO - Epoch [112][140/627] lr: 3.621e-01, eta: 1 day, 10:56:24, time: 1.463, data_time: 0.008, memory: 8470, top1_acc: 0.3630, top5_acc: 0.6156, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.1337 2020-08-18 03:41:44,601 - mmaction - INFO - Epoch [112][160/627] lr: 3.621e-01, eta: 1 day, 10:55:54, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6171, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.1255 2020-08-18 03:42:10,645 - mmaction - INFO - Epoch [112][180/627] lr: 3.621e-01, eta: 1 day, 10:55:24, time: 1.302, data_time: 0.002, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6112, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.1231 2020-08-18 03:42:37,798 - mmaction - INFO - Epoch [112][200/627] lr: 3.621e-01, eta: 1 day, 10:54:56, time: 1.356, data_time: 0.004, memory: 8470, top1_acc: 0.3561, top5_acc: 0.6065, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.1425 2020-08-18 03:43:05,078 - mmaction - INFO - Epoch [112][220/627] lr: 3.621e-01, eta: 1 day, 10:54:28, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3452, top5_acc: 0.6036, loss_cls: 2.9625, loss: 2.9625, grad_norm: 1.1236 2020-08-18 03:43:31,919 - mmaction - INFO - Epoch [112][240/627] lr: 3.621e-01, eta: 1 day, 10:53:59, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6072, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.1311 2020-08-18 03:44:00,301 - mmaction - INFO - Epoch [112][260/627] lr: 3.621e-01, eta: 1 day, 10:53:32, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.3508, top5_acc: 0.5990, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.1307 2020-08-18 03:44:28,917 - mmaction - INFO - Epoch [112][280/627] lr: 3.621e-01, eta: 1 day, 10:53:05, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3617, top5_acc: 0.6046, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.1260 2020-08-18 03:44:57,878 - mmaction - INFO - Epoch [112][300/627] lr: 3.621e-01, eta: 1 day, 10:52:39, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6145, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.1451 2020-08-18 03:45:25,416 - mmaction - INFO - Epoch [112][320/627] lr: 3.621e-01, eta: 1 day, 10:52:11, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.3616, top5_acc: 0.6107, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.1218 2020-08-18 03:45:52,990 - mmaction - INFO - Epoch [112][340/627] lr: 3.621e-01, eta: 1 day, 10:51:43, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.3605, top5_acc: 0.6107, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.1178 2020-08-18 03:46:20,618 - mmaction - INFO - Epoch [112][360/627] lr: 3.621e-01, eta: 1 day, 10:51:16, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3473, top5_acc: 0.6027, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.1256 2020-08-18 03:46:48,380 - mmaction - INFO - Epoch [112][380/627] lr: 3.621e-01, eta: 1 day, 10:50:48, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6104, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.1264 2020-08-18 03:47:15,775 - mmaction - INFO - Epoch [112][400/627] lr: 3.621e-01, eta: 1 day, 10:50:20, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6137, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.1261 2020-08-18 03:47:45,031 - mmaction - INFO - Epoch [112][420/627] lr: 3.621e-01, eta: 1 day, 10:49:54, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3454, top5_acc: 0.5923, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.1319 2020-08-18 03:48:14,690 - mmaction - INFO - Epoch [112][440/627] lr: 3.621e-01, eta: 1 day, 10:49:29, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.3633, top5_acc: 0.6081, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.0999 2020-08-18 03:48:43,643 - mmaction - INFO - Epoch [112][460/627] lr: 3.621e-01, eta: 1 day, 10:49:03, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6159, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.1279 2020-08-18 03:49:13,577 - mmaction - INFO - Epoch [112][480/627] lr: 3.621e-01, eta: 1 day, 10:48:38, time: 1.499, data_time: 0.005, memory: 8470, top1_acc: 0.3530, top5_acc: 0.6049, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.1293 2020-08-18 03:49:44,059 - mmaction - INFO - Epoch [112][500/627] lr: 3.621e-01, eta: 1 day, 10:48:14, time: 1.522, data_time: 0.005, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6139, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.1238 2020-08-18 03:50:13,254 - mmaction - INFO - Epoch [112][520/627] lr: 3.621e-01, eta: 1 day, 10:47:48, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.3549, top5_acc: 0.6055, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.1165 2020-08-18 03:50:42,185 - mmaction - INFO - Epoch [112][540/627] lr: 3.621e-01, eta: 1 day, 10:47:22, time: 1.449, data_time: 0.007, memory: 8470, top1_acc: 0.3582, top5_acc: 0.6108, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.1396 2020-08-18 03:51:12,706 - mmaction - INFO - Epoch [112][560/627] lr: 3.621e-01, eta: 1 day, 10:46:58, time: 1.524, data_time: 0.006, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6035, loss_cls: 2.9488, loss: 2.9488, grad_norm: 1.1192 2020-08-18 03:51:41,436 - mmaction - INFO - Epoch [112][580/627] lr: 3.621e-01, eta: 1 day, 10:46:31, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3483, top5_acc: 0.6021, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.1267 2020-08-18 03:52:10,950 - mmaction - INFO - Epoch [112][600/627] lr: 3.621e-01, eta: 1 day, 10:46:06, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.3542, top5_acc: 0.6052, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.1187 2020-08-18 03:52:39,958 - mmaction - INFO - Epoch [112][620/627] lr: 3.621e-01, eta: 1 day, 10:45:40, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3517, top5_acc: 0.6094, loss_cls: 2.9313, loss: 2.9313, grad_norm: 1.1357 2020-08-18 03:52:49,113 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-08-18 03:53:21,974 - mmaction - INFO - Epoch [113][20/627] lr: 3.585e-01, eta: 1 day, 10:44:54, time: 1.563, data_time: 0.325, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6051, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.1074 2020-08-18 03:53:50,538 - mmaction - INFO - Epoch [113][40/627] lr: 3.585e-01, eta: 1 day, 10:44:28, time: 1.428, data_time: 0.002, memory: 8470, top1_acc: 0.3678, top5_acc: 0.6118, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.1381 2020-08-18 03:54:19,765 - mmaction - INFO - Epoch [113][60/627] lr: 3.585e-01, eta: 1 day, 10:44:02, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.3607, top5_acc: 0.6074, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.1326 2020-08-18 03:54:49,073 - mmaction - INFO - Epoch [113][80/627] lr: 3.585e-01, eta: 1 day, 10:43:36, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3581, top5_acc: 0.6187, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.1167 2020-08-18 03:55:18,115 - mmaction - INFO - Epoch [113][100/627] lr: 3.585e-01, eta: 1 day, 10:43:10, time: 1.449, data_time: 0.004, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6159, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.1229 2020-08-18 03:55:46,897 - mmaction - INFO - Epoch [113][120/627] lr: 3.585e-01, eta: 1 day, 10:42:44, time: 1.440, data_time: 0.007, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6126, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.1119 2020-08-18 03:56:15,836 - mmaction - INFO - Epoch [113][140/627] lr: 3.585e-01, eta: 1 day, 10:42:18, time: 1.446, data_time: 0.007, memory: 8470, top1_acc: 0.3585, top5_acc: 0.6105, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.1329 2020-08-18 03:56:44,705 - mmaction - INFO - Epoch [113][160/627] lr: 3.585e-01, eta: 1 day, 10:41:52, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3533, top5_acc: 0.5991, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.1172 2020-08-18 03:57:13,683 - mmaction - INFO - Epoch [113][180/627] lr: 3.585e-01, eta: 1 day, 10:41:25, time: 1.447, data_time: 0.004, memory: 8470, top1_acc: 0.3583, top5_acc: 0.6072, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.1434 2020-08-18 03:57:42,652 - mmaction - INFO - Epoch [113][200/627] lr: 3.585e-01, eta: 1 day, 10:40:59, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3542, top5_acc: 0.6079, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.1030 2020-08-18 03:58:11,412 - mmaction - INFO - Epoch [113][220/627] lr: 3.585e-01, eta: 1 day, 10:40:33, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3586, top5_acc: 0.6095, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.1307 2020-08-18 03:58:39,871 - mmaction - INFO - Epoch [113][240/627] lr: 3.585e-01, eta: 1 day, 10:40:06, time: 1.424, data_time: 0.003, memory: 8470, top1_acc: 0.3513, top5_acc: 0.6150, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.1341 2020-08-18 03:59:08,850 - mmaction - INFO - Epoch [113][260/627] lr: 3.585e-01, eta: 1 day, 10:39:40, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3523, top5_acc: 0.6098, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.1281 2020-08-18 03:59:37,778 - mmaction - INFO - Epoch [113][280/627] lr: 3.585e-01, eta: 1 day, 10:39:14, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6046, loss_cls: 2.9354, loss: 2.9354, grad_norm: 1.1276 2020-08-18 04:00:07,745 - mmaction - INFO - Epoch [113][300/627] lr: 3.585e-01, eta: 1 day, 10:38:49, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.3613, top5_acc: 0.6070, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.1372 2020-08-18 04:00:36,166 - mmaction - INFO - Epoch [113][320/627] lr: 3.585e-01, eta: 1 day, 10:38:22, time: 1.429, data_time: 0.014, memory: 8470, top1_acc: 0.3594, top5_acc: 0.6077, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.1222 2020-08-18 04:01:04,584 - mmaction - INFO - Epoch [113][340/627] lr: 3.585e-01, eta: 1 day, 10:37:55, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3632, top5_acc: 0.6091, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.1443 2020-08-18 04:01:32,845 - mmaction - INFO - Epoch [113][360/627] lr: 3.585e-01, eta: 1 day, 10:37:28, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6121, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.1172 2020-08-18 04:02:00,755 - mmaction - INFO - Epoch [113][380/627] lr: 3.585e-01, eta: 1 day, 10:37:01, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3564, top5_acc: 0.6092, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.1331 2020-08-18 04:02:28,083 - mmaction - INFO - Epoch [113][400/627] lr: 3.585e-01, eta: 1 day, 10:36:33, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3518, top5_acc: 0.6061, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.1329 2020-08-18 04:02:57,197 - mmaction - INFO - Epoch [113][420/627] lr: 3.585e-01, eta: 1 day, 10:36:07, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3534, top5_acc: 0.6051, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.1526 2020-08-18 04:03:25,354 - mmaction - INFO - Epoch [113][440/627] lr: 3.585e-01, eta: 1 day, 10:35:40, time: 1.412, data_time: 0.007, memory: 8470, top1_acc: 0.3557, top5_acc: 0.6031, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.1450 2020-08-18 04:03:54,256 - mmaction - INFO - Epoch [113][460/627] lr: 3.585e-01, eta: 1 day, 10:35:13, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3586, top5_acc: 0.6072, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.1357 2020-08-18 04:04:21,587 - mmaction - INFO - Epoch [113][480/627] lr: 3.585e-01, eta: 1 day, 10:34:45, time: 1.365, data_time: 0.003, memory: 8470, top1_acc: 0.3507, top5_acc: 0.6053, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.1098 2020-08-18 04:04:49,560 - mmaction - INFO - Epoch [113][500/627] lr: 3.585e-01, eta: 1 day, 10:34:18, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3564, top5_acc: 0.6078, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.1156 2020-08-18 04:05:17,889 - mmaction - INFO - Epoch [113][520/627] lr: 3.585e-01, eta: 1 day, 10:33:51, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.3608, top5_acc: 0.6155, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.1365 2020-08-18 04:05:45,263 - mmaction - INFO - Epoch [113][540/627] lr: 3.585e-01, eta: 1 day, 10:33:23, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6124, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.1236 2020-08-18 04:06:13,396 - mmaction - INFO - Epoch [113][560/627] lr: 3.585e-01, eta: 1 day, 10:32:55, time: 1.406, data_time: 0.001, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6044, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.1297 2020-08-18 04:06:40,853 - mmaction - INFO - Epoch [113][580/627] lr: 3.585e-01, eta: 1 day, 10:32:27, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3517, top5_acc: 0.6044, loss_cls: 2.9467, loss: 2.9467, grad_norm: 1.1474 2020-08-18 04:07:09,158 - mmaction - INFO - Epoch [113][600/627] lr: 3.585e-01, eta: 1 day, 10:32:00, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6066, loss_cls: 2.9235, loss: 2.9235, grad_norm: 1.1269 2020-08-18 04:07:36,743 - mmaction - INFO - Epoch [113][620/627] lr: 3.585e-01, eta: 1 day, 10:31:32, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3586, top5_acc: 0.6122, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.1242 2020-08-18 04:08:19,804 - mmaction - INFO - Epoch [114][20/627] lr: 3.549e-01, eta: 1 day, 10:30:50, time: 1.667, data_time: 0.511, memory: 8470, top1_acc: 0.3576, top5_acc: 0.6066, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.1340 2020-08-18 04:08:46,098 - mmaction - INFO - Epoch [114][40/627] lr: 3.549e-01, eta: 1 day, 10:30:20, time: 1.313, data_time: 0.003, memory: 8470, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.1138 2020-08-18 04:09:15,142 - mmaction - INFO - Epoch [114][60/627] lr: 3.549e-01, eta: 1 day, 10:29:54, time: 1.452, data_time: 0.008, memory: 8470, top1_acc: 0.3684, top5_acc: 0.6046, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.1387 2020-08-18 04:09:42,140 - mmaction - INFO - Epoch [114][80/627] lr: 3.549e-01, eta: 1 day, 10:29:26, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.3633, top5_acc: 0.6112, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.1286 2020-08-18 04:10:09,530 - mmaction - INFO - Epoch [114][100/627] lr: 3.549e-01, eta: 1 day, 10:28:57, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.3637, top5_acc: 0.6163, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.1388 2020-08-18 04:10:36,613 - mmaction - INFO - Epoch [114][120/627] lr: 3.549e-01, eta: 1 day, 10:28:29, time: 1.354, data_time: 0.001, memory: 8470, top1_acc: 0.3651, top5_acc: 0.6155, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.1541 2020-08-18 04:11:04,634 - mmaction - INFO - Epoch [114][140/627] lr: 3.549e-01, eta: 1 day, 10:28:02, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6181, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.1347 2020-08-18 04:11:31,956 - mmaction - INFO - Epoch [114][160/627] lr: 3.549e-01, eta: 1 day, 10:27:33, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3508, top5_acc: 0.6065, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.1507 2020-08-18 04:12:00,114 - mmaction - INFO - Epoch [114][180/627] lr: 3.549e-01, eta: 1 day, 10:27:06, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6112, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.1333 2020-08-18 04:12:27,786 - mmaction - INFO - Epoch [114][200/627] lr: 3.549e-01, eta: 1 day, 10:26:38, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.3530, top5_acc: 0.6060, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.1486 2020-08-18 04:12:55,829 - mmaction - INFO - Epoch [114][220/627] lr: 3.549e-01, eta: 1 day, 10:26:11, time: 1.403, data_time: 0.003, memory: 8470, top1_acc: 0.3479, top5_acc: 0.6115, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.1429 2020-08-18 04:13:23,801 - mmaction - INFO - Epoch [114][240/627] lr: 3.549e-01, eta: 1 day, 10:25:44, time: 1.397, data_time: 0.004, memory: 8470, top1_acc: 0.3529, top5_acc: 0.6023, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.1319 2020-08-18 04:13:52,190 - mmaction - INFO - Epoch [114][260/627] lr: 3.549e-01, eta: 1 day, 10:25:17, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6172, loss_cls: 2.9060, loss: 2.9060, grad_norm: 1.1377 2020-08-18 04:14:20,716 - mmaction - INFO - Epoch [114][280/627] lr: 3.549e-01, eta: 1 day, 10:24:50, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6111, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.1624 2020-08-18 04:14:49,644 - mmaction - INFO - Epoch [114][300/627] lr: 3.549e-01, eta: 1 day, 10:24:24, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.3529, top5_acc: 0.6021, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.1245 2020-08-18 04:15:18,350 - mmaction - INFO - Epoch [114][320/627] lr: 3.549e-01, eta: 1 day, 10:23:57, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3577, top5_acc: 0.6034, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.1312 2020-08-18 04:15:47,385 - mmaction - INFO - Epoch [114][340/627] lr: 3.549e-01, eta: 1 day, 10:23:31, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3497, top5_acc: 0.5971, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.1237 2020-08-18 04:16:16,416 - mmaction - INFO - Epoch [114][360/627] lr: 3.549e-01, eta: 1 day, 10:23:05, time: 1.452, data_time: 0.002, memory: 8470, top1_acc: 0.3605, top5_acc: 0.6027, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.1224 2020-08-18 04:16:44,409 - mmaction - INFO - Epoch [114][380/627] lr: 3.549e-01, eta: 1 day, 10:22:38, time: 1.396, data_time: 0.004, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6025, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.1420 2020-08-18 04:17:11,418 - mmaction - INFO - Epoch [114][400/627] lr: 3.549e-01, eta: 1 day, 10:22:09, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3589, top5_acc: 0.6056, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.1343 2020-08-18 04:17:39,606 - mmaction - INFO - Epoch [114][420/627] lr: 3.549e-01, eta: 1 day, 10:21:42, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3672, top5_acc: 0.6105, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.1171 2020-08-18 04:18:07,539 - mmaction - INFO - Epoch [114][440/627] lr: 3.549e-01, eta: 1 day, 10:21:15, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.3660, top5_acc: 0.6089, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.1240 2020-08-18 04:18:35,688 - mmaction - INFO - Epoch [114][460/627] lr: 3.549e-01, eta: 1 day, 10:20:47, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3581, top5_acc: 0.6096, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.1275 2020-08-18 04:19:03,452 - mmaction - INFO - Epoch [114][480/627] lr: 3.549e-01, eta: 1 day, 10:20:20, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6128, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.1201 2020-08-18 04:19:31,011 - mmaction - INFO - Epoch [114][500/627] lr: 3.549e-01, eta: 1 day, 10:19:52, time: 1.377, data_time: 0.004, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6056, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.1322 2020-08-18 04:19:58,838 - mmaction - INFO - Epoch [114][520/627] lr: 3.549e-01, eta: 1 day, 10:19:24, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3423, top5_acc: 0.6027, loss_cls: 2.9668, loss: 2.9668, grad_norm: 1.1185 2020-08-18 04:20:28,046 - mmaction - INFO - Epoch [114][540/627] lr: 3.549e-01, eta: 1 day, 10:18:58, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.5996, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.1307 2020-08-18 04:20:55,860 - mmaction - INFO - Epoch [114][560/627] lr: 3.549e-01, eta: 1 day, 10:18:31, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.3641, top5_acc: 0.6147, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.1195 2020-08-18 04:21:24,107 - mmaction - INFO - Epoch [114][580/627] lr: 3.549e-01, eta: 1 day, 10:18:04, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3577, top5_acc: 0.6055, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.1410 2020-08-18 04:21:52,142 - mmaction - INFO - Epoch [114][600/627] lr: 3.549e-01, eta: 1 day, 10:17:36, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6163, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.1460 2020-08-18 04:22:20,302 - mmaction - INFO - Epoch [114][620/627] lr: 3.549e-01, eta: 1 day, 10:17:09, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3703, top5_acc: 0.6182, loss_cls: 2.8827, loss: 2.8827, grad_norm: 1.1363 2020-08-18 04:23:02,235 - mmaction - INFO - Epoch [115][20/627] lr: 3.513e-01, eta: 1 day, 10:16:26, time: 1.644, data_time: 0.398, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6052, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.1285 2020-08-18 04:23:30,900 - mmaction - INFO - Epoch [115][40/627] lr: 3.513e-01, eta: 1 day, 10:16:00, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3561, top5_acc: 0.6094, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.1259 2020-08-18 04:23:58,274 - mmaction - INFO - Epoch [115][60/627] lr: 3.513e-01, eta: 1 day, 10:15:31, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6163, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.1420 2020-08-18 04:24:24,341 - mmaction - INFO - Epoch [115][80/627] lr: 3.513e-01, eta: 1 day, 10:15:02, time: 1.301, data_time: 0.005, memory: 8470, top1_acc: 0.3615, top5_acc: 0.6132, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.1634 2020-08-18 04:24:50,516 - mmaction - INFO - Epoch [115][100/627] lr: 3.513e-01, eta: 1 day, 10:14:32, time: 1.309, data_time: 0.009, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6064, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.1373 2020-08-18 04:25:16,947 - mmaction - INFO - Epoch [115][120/627] lr: 3.513e-01, eta: 1 day, 10:14:03, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.3673, top5_acc: 0.6182, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.1301 2020-08-18 04:25:45,962 - mmaction - INFO - Epoch [115][140/627] lr: 3.513e-01, eta: 1 day, 10:13:37, time: 1.453, data_time: 0.007, memory: 8470, top1_acc: 0.3658, top5_acc: 0.6141, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.1359 2020-08-18 04:26:12,770 - mmaction - INFO - Epoch [115][160/627] lr: 3.513e-01, eta: 1 day, 10:13:08, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.3565, top5_acc: 0.6036, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.1324 2020-08-18 04:26:38,898 - mmaction - INFO - Epoch [115][180/627] lr: 3.513e-01, eta: 1 day, 10:12:38, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6063, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.1323 2020-08-18 04:27:08,003 - mmaction - INFO - Epoch [115][200/627] lr: 3.513e-01, eta: 1 day, 10:12:12, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6207, loss_cls: 2.8497, loss: 2.8497, grad_norm: 1.1383 2020-08-18 04:27:33,265 - mmaction - INFO - Epoch [115][220/627] lr: 3.513e-01, eta: 1 day, 10:11:41, time: 1.265, data_time: 0.007, memory: 8470, top1_acc: 0.3561, top5_acc: 0.6115, loss_cls: 2.9160, loss: 2.9160, grad_norm: 1.1436 2020-08-18 04:28:00,175 - mmaction - INFO - Epoch [115][240/627] lr: 3.513e-01, eta: 1 day, 10:11:12, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6055, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.1415 2020-08-18 04:28:26,938 - mmaction - INFO - Epoch [115][260/627] lr: 3.513e-01, eta: 1 day, 10:10:44, time: 1.340, data_time: 0.007, memory: 8470, top1_acc: 0.3493, top5_acc: 0.5995, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.1505 2020-08-18 04:28:53,444 - mmaction - INFO - Epoch [115][280/627] lr: 3.513e-01, eta: 1 day, 10:10:14, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6155, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.1364 2020-08-18 04:29:20,684 - mmaction - INFO - Epoch [115][300/627] lr: 3.513e-01, eta: 1 day, 10:09:46, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3536, top5_acc: 0.6020, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.1293 2020-08-18 04:29:47,519 - mmaction - INFO - Epoch [115][320/627] lr: 3.513e-01, eta: 1 day, 10:09:17, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6113, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.1312 2020-08-18 04:30:15,734 - mmaction - INFO - Epoch [115][340/627] lr: 3.513e-01, eta: 1 day, 10:08:50, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3512, top5_acc: 0.6066, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.1312 2020-08-18 04:30:42,591 - mmaction - INFO - Epoch [115][360/627] lr: 3.513e-01, eta: 1 day, 10:08:21, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.3533, top5_acc: 0.6086, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.1190 2020-08-18 04:31:09,240 - mmaction - INFO - Epoch [115][380/627] lr: 3.513e-01, eta: 1 day, 10:07:52, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.3589, top5_acc: 0.6057, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.1558 2020-08-18 04:31:38,023 - mmaction - INFO - Epoch [115][400/627] lr: 3.513e-01, eta: 1 day, 10:07:26, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.3555, top5_acc: 0.6044, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.1248 2020-08-18 04:32:03,614 - mmaction - INFO - Epoch [115][420/627] lr: 3.513e-01, eta: 1 day, 10:06:55, time: 1.278, data_time: 0.004, memory: 8470, top1_acc: 0.3535, top5_acc: 0.6108, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.1269 2020-08-18 04:32:31,477 - mmaction - INFO - Epoch [115][440/627] lr: 3.513e-01, eta: 1 day, 10:06:28, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6180, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.1457 2020-08-18 04:32:59,054 - mmaction - INFO - Epoch [115][460/627] lr: 3.513e-01, eta: 1 day, 10:06:00, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.3612, top5_acc: 0.6053, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.1263 2020-08-18 04:33:25,830 - mmaction - INFO - Epoch [115][480/627] lr: 3.513e-01, eta: 1 day, 10:05:31, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6188, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.1249 2020-08-18 04:33:53,131 - mmaction - INFO - Epoch [115][500/627] lr: 3.513e-01, eta: 1 day, 10:05:03, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6049, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.1274 2020-08-18 04:34:20,056 - mmaction - INFO - Epoch [115][520/627] lr: 3.513e-01, eta: 1 day, 10:04:34, time: 1.346, data_time: 0.007, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6085, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.1307 2020-08-18 04:34:45,574 - mmaction - INFO - Epoch [115][540/627] lr: 3.513e-01, eta: 1 day, 10:04:04, time: 1.278, data_time: 0.006, memory: 8470, top1_acc: 0.3608, top5_acc: 0.6152, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.1330 2020-08-18 04:35:13,697 - mmaction - INFO - Epoch [115][560/627] lr: 3.513e-01, eta: 1 day, 10:03:37, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.3630, top5_acc: 0.6134, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.1302 2020-08-18 04:35:40,342 - mmaction - INFO - Epoch [115][580/627] lr: 3.513e-01, eta: 1 day, 10:03:08, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.3514, top5_acc: 0.6023, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.1377 2020-08-18 04:36:05,210 - mmaction - INFO - Epoch [115][600/627] lr: 3.513e-01, eta: 1 day, 10:02:36, time: 1.242, data_time: 0.005, memory: 8470, top1_acc: 0.3486, top5_acc: 0.6043, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.1213 2020-08-18 04:36:30,650 - mmaction - INFO - Epoch [115][620/627] lr: 3.513e-01, eta: 1 day, 10:02:06, time: 1.274, data_time: 0.006, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6142, loss_cls: 2.9108, loss: 2.9108, grad_norm: 1.1404 2020-08-18 04:37:09,897 - mmaction - INFO - Epoch [116][20/627] lr: 3.477e-01, eta: 1 day, 10:01:20, time: 1.543, data_time: 0.380, memory: 8470, top1_acc: 0.3495, top5_acc: 0.6052, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.1318 2020-08-18 04:37:36,112 - mmaction - INFO - Epoch [116][40/627] lr: 3.477e-01, eta: 1 day, 10:00:51, time: 1.308, data_time: 0.006, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6156, loss_cls: 2.8710, loss: 2.8710, grad_norm: 1.1276 2020-08-18 04:38:03,080 - mmaction - INFO - Epoch [116][60/627] lr: 3.477e-01, eta: 1 day, 10:00:22, time: 1.351, data_time: 0.007, memory: 8470, top1_acc: 0.3712, top5_acc: 0.6185, loss_cls: 2.8688, loss: 2.8688, grad_norm: 1.1384 2020-08-18 04:38:31,275 - mmaction - INFO - Epoch [116][80/627] lr: 3.477e-01, eta: 1 day, 9:59:55, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.3543, top5_acc: 0.6105, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.1663 2020-08-18 04:38:57,614 - mmaction - INFO - Epoch [116][100/627] lr: 3.477e-01, eta: 1 day, 9:59:26, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.3582, top5_acc: 0.6103, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.1363 2020-08-18 04:39:25,576 - mmaction - INFO - Epoch [116][120/627] lr: 3.477e-01, eta: 1 day, 9:58:58, time: 1.398, data_time: 0.004, memory: 8470, top1_acc: 0.3566, top5_acc: 0.6137, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.1457 2020-08-18 04:39:54,300 - mmaction - INFO - Epoch [116][140/627] lr: 3.477e-01, eta: 1 day, 9:58:32, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3632, top5_acc: 0.6082, loss_cls: 2.9318, loss: 2.9318, grad_norm: 1.1335 2020-08-18 04:40:22,473 - mmaction - INFO - Epoch [116][160/627] lr: 3.477e-01, eta: 1 day, 9:58:05, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6139, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.1422 2020-08-18 04:40:51,619 - mmaction - INFO - Epoch [116][180/627] lr: 3.477e-01, eta: 1 day, 9:57:39, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3677, top5_acc: 0.6142, loss_cls: 2.8864, loss: 2.8864, grad_norm: 1.1169 2020-08-18 04:41:20,086 - mmaction - INFO - Epoch [116][200/627] lr: 3.477e-01, eta: 1 day, 9:57:12, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3641, top5_acc: 0.6161, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.1379 2020-08-18 04:41:47,167 - mmaction - INFO - Epoch [116][220/627] lr: 3.477e-01, eta: 1 day, 9:56:43, time: 1.355, data_time: 0.007, memory: 8470, top1_acc: 0.3583, top5_acc: 0.6137, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.1399 2020-08-18 04:42:15,683 - mmaction - INFO - Epoch [116][240/627] lr: 3.477e-01, eta: 1 day, 9:56:17, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.3551, top5_acc: 0.6124, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.1417 2020-08-18 04:42:44,071 - mmaction - INFO - Epoch [116][260/627] lr: 3.477e-01, eta: 1 day, 9:55:50, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6061, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.1408 2020-08-18 04:43:12,211 - mmaction - INFO - Epoch [116][280/627] lr: 3.477e-01, eta: 1 day, 9:55:23, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3552, top5_acc: 0.6005, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.1498 2020-08-18 04:43:40,679 - mmaction - INFO - Epoch [116][300/627] lr: 3.477e-01, eta: 1 day, 9:54:56, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3596, top5_acc: 0.6195, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.1340 2020-08-18 04:44:07,945 - mmaction - INFO - Epoch [116][320/627] lr: 3.477e-01, eta: 1 day, 9:54:28, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3607, top5_acc: 0.6076, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.1652 2020-08-18 04:44:36,662 - mmaction - INFO - Epoch [116][340/627] lr: 3.477e-01, eta: 1 day, 9:54:01, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6073, loss_cls: 2.9046, loss: 2.9046, grad_norm: 1.1427 2020-08-18 04:45:03,433 - mmaction - INFO - Epoch [116][360/627] lr: 3.477e-01, eta: 1 day, 9:53:32, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6203, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.1468 2020-08-18 04:45:32,786 - mmaction - INFO - Epoch [116][380/627] lr: 3.477e-01, eta: 1 day, 9:53:06, time: 1.468, data_time: 0.002, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6118, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.1421 2020-08-18 04:46:01,576 - mmaction - INFO - Epoch [116][400/627] lr: 3.477e-01, eta: 1 day, 9:52:40, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6096, loss_cls: 2.9469, loss: 2.9469, grad_norm: 1.1567 2020-08-18 04:46:30,939 - mmaction - INFO - Epoch [116][420/627] lr: 3.477e-01, eta: 1 day, 9:52:14, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.3633, top5_acc: 0.6112, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.1280 2020-08-18 04:47:00,379 - mmaction - INFO - Epoch [116][440/627] lr: 3.477e-01, eta: 1 day, 9:51:49, time: 1.475, data_time: 0.006, memory: 8470, top1_acc: 0.3668, top5_acc: 0.6134, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.1240 2020-08-18 04:47:29,408 - mmaction - INFO - Epoch [116][460/627] lr: 3.477e-01, eta: 1 day, 9:51:23, time: 1.450, data_time: 0.004, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6159, loss_cls: 2.8919, loss: 2.8919, grad_norm: 1.1449 2020-08-18 04:47:59,249 - mmaction - INFO - Epoch [116][480/627] lr: 3.477e-01, eta: 1 day, 9:50:57, time: 1.494, data_time: 0.005, memory: 8470, top1_acc: 0.3647, top5_acc: 0.6078, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.1377 2020-08-18 04:48:28,465 - mmaction - INFO - Epoch [116][500/627] lr: 3.477e-01, eta: 1 day, 9:50:32, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3658, top5_acc: 0.6159, loss_cls: 2.8829, loss: 2.8829, grad_norm: 1.1598 2020-08-18 04:48:58,344 - mmaction - INFO - Epoch [116][520/627] lr: 3.477e-01, eta: 1 day, 9:50:06, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.3569, top5_acc: 0.6132, loss_cls: 2.9059, loss: 2.9059, grad_norm: 1.1344 2020-08-18 04:49:28,485 - mmaction - INFO - Epoch [116][540/627] lr: 3.477e-01, eta: 1 day, 9:49:42, time: 1.507, data_time: 0.006, memory: 8470, top1_acc: 0.3460, top5_acc: 0.6001, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.1393 2020-08-18 04:49:57,956 - mmaction - INFO - Epoch [116][560/627] lr: 3.477e-01, eta: 1 day, 9:49:16, time: 1.472, data_time: 0.004, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6077, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.1396 2020-08-18 04:50:27,494 - mmaction - INFO - Epoch [116][580/627] lr: 3.477e-01, eta: 1 day, 9:48:51, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.3671, top5_acc: 0.6154, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.1401 2020-08-18 04:50:56,507 - mmaction - INFO - Epoch [116][600/627] lr: 3.477e-01, eta: 1 day, 9:48:24, time: 1.449, data_time: 0.004, memory: 8470, top1_acc: 0.3514, top5_acc: 0.6003, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.1390 2020-08-18 04:51:26,910 - mmaction - INFO - Epoch [116][620/627] lr: 3.477e-01, eta: 1 day, 9:48:00, time: 1.522, data_time: 0.005, memory: 8470, top1_acc: 0.3497, top5_acc: 0.6036, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.1448 2020-08-18 04:51:35,576 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-08-18 04:52:09,185 - mmaction - INFO - Epoch [117][20/627] lr: 3.440e-01, eta: 1 day, 9:47:16, time: 1.584, data_time: 0.309, memory: 8470, top1_acc: 0.3612, top5_acc: 0.6134, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.1514 2020-08-18 04:52:37,395 - mmaction - INFO - Epoch [117][40/627] lr: 3.440e-01, eta: 1 day, 9:46:48, time: 1.411, data_time: 0.002, memory: 8470, top1_acc: 0.3561, top5_acc: 0.6095, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.1372 2020-08-18 04:53:06,520 - mmaction - INFO - Epoch [117][60/627] lr: 3.440e-01, eta: 1 day, 9:46:22, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.3626, top5_acc: 0.6116, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.1237 2020-08-18 04:53:34,303 - mmaction - INFO - Epoch [117][80/627] lr: 3.440e-01, eta: 1 day, 9:45:55, time: 1.390, data_time: 0.002, memory: 8470, top1_acc: 0.3694, top5_acc: 0.6224, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.1350 2020-08-18 04:54:03,688 - mmaction - INFO - Epoch [117][100/627] lr: 3.440e-01, eta: 1 day, 9:45:29, time: 1.467, data_time: 0.004, memory: 8470, top1_acc: 0.3570, top5_acc: 0.6138, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.1667 2020-08-18 04:54:32,072 - mmaction - INFO - Epoch [117][120/627] lr: 3.440e-01, eta: 1 day, 9:45:02, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3741, top5_acc: 0.6216, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.1516 2020-08-18 04:55:00,269 - mmaction - INFO - Epoch [117][140/627] lr: 3.440e-01, eta: 1 day, 9:44:35, time: 1.408, data_time: 0.004, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6163, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.1357 2020-08-18 04:55:29,142 - mmaction - INFO - Epoch [117][160/627] lr: 3.440e-01, eta: 1 day, 9:44:09, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3691, top5_acc: 0.6194, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.1367 2020-08-18 04:55:57,951 - mmaction - INFO - Epoch [117][180/627] lr: 3.440e-01, eta: 1 day, 9:43:42, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3583, top5_acc: 0.6061, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.1507 2020-08-18 04:56:26,335 - mmaction - INFO - Epoch [117][200/627] lr: 3.440e-01, eta: 1 day, 9:43:15, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3622, top5_acc: 0.6181, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.1455 2020-08-18 04:56:55,727 - mmaction - INFO - Epoch [117][220/627] lr: 3.440e-01, eta: 1 day, 9:42:49, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3599, top5_acc: 0.6091, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.1374 2020-08-18 04:57:23,773 - mmaction - INFO - Epoch [117][240/627] lr: 3.440e-01, eta: 1 day, 9:42:22, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3708, top5_acc: 0.6194, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.1489 2020-08-18 04:57:52,126 - mmaction - INFO - Epoch [117][260/627] lr: 3.440e-01, eta: 1 day, 9:41:55, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.3626, top5_acc: 0.6053, loss_cls: 2.9184, loss: 2.9184, grad_norm: 1.1181 2020-08-18 04:58:22,548 - mmaction - INFO - Epoch [117][280/627] lr: 3.440e-01, eta: 1 day, 9:41:31, time: 1.523, data_time: 0.006, memory: 8470, top1_acc: 0.3500, top5_acc: 0.6049, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.1726 2020-08-18 04:58:50,753 - mmaction - INFO - Epoch [117][300/627] lr: 3.440e-01, eta: 1 day, 9:41:04, time: 1.410, data_time: 0.002, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6107, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.1388 2020-08-18 04:59:20,074 - mmaction - INFO - Epoch [117][320/627] lr: 3.440e-01, eta: 1 day, 9:40:38, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3617, top5_acc: 0.6065, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.1735 2020-08-18 04:59:48,996 - mmaction - INFO - Epoch [117][340/627] lr: 3.440e-01, eta: 1 day, 9:40:11, time: 1.443, data_time: 0.007, memory: 8470, top1_acc: 0.3543, top5_acc: 0.6148, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.1406 2020-08-18 05:00:17,624 - mmaction - INFO - Epoch [117][360/627] lr: 3.440e-01, eta: 1 day, 9:39:45, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.1391 2020-08-18 05:00:46,594 - mmaction - INFO - Epoch [117][380/627] lr: 3.440e-01, eta: 1 day, 9:39:19, time: 1.454, data_time: 0.017, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6184, loss_cls: 2.8477, loss: 2.8477, grad_norm: 1.1269 2020-08-18 05:01:15,035 - mmaction - INFO - Epoch [117][400/627] lr: 3.440e-01, eta: 1 day, 9:38:52, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6103, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.1602 2020-08-18 05:01:43,657 - mmaction - INFO - Epoch [117][420/627] lr: 3.440e-01, eta: 1 day, 9:38:25, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.3568, top5_acc: 0.6076, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.1629 2020-08-18 05:02:11,954 - mmaction - INFO - Epoch [117][440/627] lr: 3.440e-01, eta: 1 day, 9:37:58, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6130, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.1401 2020-08-18 05:02:42,023 - mmaction - INFO - Epoch [117][460/627] lr: 3.440e-01, eta: 1 day, 9:37:33, time: 1.501, data_time: 0.005, memory: 8470, top1_acc: 0.3501, top5_acc: 0.6033, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.1683 2020-08-18 05:03:10,369 - mmaction - INFO - Epoch [117][480/627] lr: 3.440e-01, eta: 1 day, 9:37:06, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3629, top5_acc: 0.6068, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.1479 2020-08-18 05:03:39,391 - mmaction - INFO - Epoch [117][500/627] lr: 3.440e-01, eta: 1 day, 9:36:40, time: 1.451, data_time: 0.002, memory: 8470, top1_acc: 0.3624, top5_acc: 0.6074, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.1480 2020-08-18 05:04:07,947 - mmaction - INFO - Epoch [117][520/627] lr: 3.440e-01, eta: 1 day, 9:36:13, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6133, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.1537 2020-08-18 05:04:36,638 - mmaction - INFO - Epoch [117][540/627] lr: 3.440e-01, eta: 1 day, 9:35:47, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3629, top5_acc: 0.6113, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.1514 2020-08-18 05:05:04,796 - mmaction - INFO - Epoch [117][560/627] lr: 3.440e-01, eta: 1 day, 9:35:19, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3656, top5_acc: 0.6152, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.1412 2020-08-18 05:05:33,932 - mmaction - INFO - Epoch [117][580/627] lr: 3.440e-01, eta: 1 day, 9:34:53, time: 1.457, data_time: 0.002, memory: 8470, top1_acc: 0.3574, top5_acc: 0.6092, loss_cls: 2.9222, loss: 2.9222, grad_norm: 1.1371 2020-08-18 05:06:02,022 - mmaction - INFO - Epoch [117][600/627] lr: 3.440e-01, eta: 1 day, 9:34:26, time: 1.403, data_time: 0.004, memory: 8470, top1_acc: 0.3591, top5_acc: 0.6052, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.1619 2020-08-18 05:06:30,447 - mmaction - INFO - Epoch [117][620/627] lr: 3.440e-01, eta: 1 day, 9:33:59, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3690, top5_acc: 0.6233, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.1221 2020-08-18 05:07:15,237 - mmaction - INFO - Epoch [118][20/627] lr: 3.404e-01, eta: 1 day, 9:33:20, time: 1.782, data_time: 0.525, memory: 8470, top1_acc: 0.3615, top5_acc: 0.6092, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.1515 2020-08-18 05:07:42,763 - mmaction - INFO - Epoch [118][40/627] lr: 3.404e-01, eta: 1 day, 9:32:52, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3594, top5_acc: 0.6168, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.1617 2020-08-18 05:08:10,445 - mmaction - INFO - Epoch [118][60/627] lr: 3.404e-01, eta: 1 day, 9:32:24, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3668, top5_acc: 0.6219, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.1456 2020-08-18 05:08:39,591 - mmaction - INFO - Epoch [118][80/627] lr: 3.404e-01, eta: 1 day, 9:31:58, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6074, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.1479 2020-08-18 05:09:08,778 - mmaction - INFO - Epoch [118][100/627] lr: 3.404e-01, eta: 1 day, 9:31:32, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3637, top5_acc: 0.6083, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.1339 2020-08-18 05:09:37,258 - mmaction - INFO - Epoch [118][120/627] lr: 3.404e-01, eta: 1 day, 9:31:05, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3710, top5_acc: 0.6116, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.1452 2020-08-18 05:10:05,220 - mmaction - INFO - Epoch [118][140/627] lr: 3.404e-01, eta: 1 day, 9:30:38, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6108, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.1551 2020-08-18 05:10:34,623 - mmaction - INFO - Epoch [118][160/627] lr: 3.404e-01, eta: 1 day, 9:30:12, time: 1.471, data_time: 0.003, memory: 8470, top1_acc: 0.3586, top5_acc: 0.6128, loss_cls: 2.8947, loss: 2.8947, grad_norm: 1.1532 2020-08-18 05:11:02,217 - mmaction - INFO - Epoch [118][180/627] lr: 3.404e-01, eta: 1 day, 9:29:44, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6185, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.1698 2020-08-18 05:11:30,681 - mmaction - INFO - Epoch [118][200/627] lr: 3.404e-01, eta: 1 day, 9:29:17, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8367, loss: 2.8367, grad_norm: 1.1352 2020-08-18 05:12:00,129 - mmaction - INFO - Epoch [118][220/627] lr: 3.404e-01, eta: 1 day, 9:28:51, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6065, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.1592 2020-08-18 05:12:28,171 - mmaction - INFO - Epoch [118][240/627] lr: 3.404e-01, eta: 1 day, 9:28:24, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3573, top5_acc: 0.6098, loss_cls: 2.8990, loss: 2.8990, grad_norm: 1.1379 2020-08-18 05:12:56,627 - mmaction - INFO - Epoch [118][260/627] lr: 3.404e-01, eta: 1 day, 9:27:57, time: 1.421, data_time: 0.004, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6130, loss_cls: 2.9088, loss: 2.9088, grad_norm: 1.1696 2020-08-18 05:13:24,986 - mmaction - INFO - Epoch [118][280/627] lr: 3.404e-01, eta: 1 day, 9:27:30, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3658, top5_acc: 0.6138, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.1493 2020-08-18 05:13:53,563 - mmaction - INFO - Epoch [118][300/627] lr: 3.404e-01, eta: 1 day, 9:27:03, time: 1.428, data_time: 0.003, memory: 8470, top1_acc: 0.3596, top5_acc: 0.6030, loss_cls: 2.9313, loss: 2.9313, grad_norm: 1.1648 2020-08-18 05:14:21,228 - mmaction - INFO - Epoch [118][320/627] lr: 3.404e-01, eta: 1 day, 9:26:36, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6069, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.1652 2020-08-18 05:14:49,854 - mmaction - INFO - Epoch [118][340/627] lr: 3.404e-01, eta: 1 day, 9:26:09, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3667, top5_acc: 0.6190, loss_cls: 2.8762, loss: 2.8762, grad_norm: 1.1568 2020-08-18 05:15:19,159 - mmaction - INFO - Epoch [118][360/627] lr: 3.404e-01, eta: 1 day, 9:25:43, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6044, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.1563 2020-08-18 05:15:47,096 - mmaction - INFO - Epoch [118][380/627] lr: 3.404e-01, eta: 1 day, 9:25:16, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6094, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.1545 2020-08-18 05:16:15,127 - mmaction - INFO - Epoch [118][400/627] lr: 3.404e-01, eta: 1 day, 9:24:48, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6186, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.1658 2020-08-18 05:16:43,132 - mmaction - INFO - Epoch [118][420/627] lr: 3.404e-01, eta: 1 day, 9:24:21, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6138, loss_cls: 2.9020, loss: 2.9020, grad_norm: 1.1579 2020-08-18 05:17:12,291 - mmaction - INFO - Epoch [118][440/627] lr: 3.404e-01, eta: 1 day, 9:23:55, time: 1.462, data_time: 0.007, memory: 8470, top1_acc: 0.3553, top5_acc: 0.6108, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.1365 2020-08-18 05:17:41,663 - mmaction - INFO - Epoch [118][460/627] lr: 3.404e-01, eta: 1 day, 9:23:29, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3605, top5_acc: 0.6135, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.1539 2020-08-18 05:18:10,782 - mmaction - INFO - Epoch [118][480/627] lr: 3.404e-01, eta: 1 day, 9:23:03, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3708, top5_acc: 0.6152, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.1390 2020-08-18 05:18:38,247 - mmaction - INFO - Epoch [118][500/627] lr: 3.404e-01, eta: 1 day, 9:22:35, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3603, top5_acc: 0.6086, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.1460 2020-08-18 05:19:07,106 - mmaction - INFO - Epoch [118][520/627] lr: 3.404e-01, eta: 1 day, 9:22:08, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6122, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.1428 2020-08-18 05:19:34,933 - mmaction - INFO - Epoch [118][540/627] lr: 3.404e-01, eta: 1 day, 9:21:41, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3559, top5_acc: 0.6062, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.1448 2020-08-18 05:20:02,730 - mmaction - INFO - Epoch [118][560/627] lr: 3.404e-01, eta: 1 day, 9:21:13, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3664, top5_acc: 0.6141, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.1424 2020-08-18 05:20:31,177 - mmaction - INFO - Epoch [118][580/627] lr: 3.404e-01, eta: 1 day, 9:20:46, time: 1.425, data_time: 0.004, memory: 8470, top1_acc: 0.3634, top5_acc: 0.6211, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.1440 2020-08-18 05:20:58,523 - mmaction - INFO - Epoch [118][600/627] lr: 3.404e-01, eta: 1 day, 9:20:18, time: 1.366, data_time: 0.004, memory: 8470, top1_acc: 0.3622, top5_acc: 0.6046, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.1587 2020-08-18 05:21:26,683 - mmaction - INFO - Epoch [118][620/627] lr: 3.404e-01, eta: 1 day, 9:19:51, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3538, top5_acc: 0.6053, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.1456 2020-08-18 05:22:09,570 - mmaction - INFO - Epoch [119][20/627] lr: 3.367e-01, eta: 1 day, 9:19:09, time: 1.698, data_time: 0.381, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6206, loss_cls: 2.8625, loss: 2.8625, grad_norm: 1.1512 2020-08-18 05:22:37,260 - mmaction - INFO - Epoch [119][40/627] lr: 3.367e-01, eta: 1 day, 9:18:42, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6151, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.1605 2020-08-18 05:23:04,493 - mmaction - INFO - Epoch [119][60/627] lr: 3.367e-01, eta: 1 day, 9:18:13, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3693, top5_acc: 0.6286, loss_cls: 2.8459, loss: 2.8459, grad_norm: 1.1671 2020-08-18 05:23:33,099 - mmaction - INFO - Epoch [119][80/627] lr: 3.367e-01, eta: 1 day, 9:17:47, time: 1.430, data_time: 0.002, memory: 8470, top1_acc: 0.3703, top5_acc: 0.6238, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.1727 2020-08-18 05:24:01,652 - mmaction - INFO - Epoch [119][100/627] lr: 3.367e-01, eta: 1 day, 9:17:20, time: 1.424, data_time: 0.002, memory: 8470, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.1364 2020-08-18 05:24:30,690 - mmaction - INFO - Epoch [119][120/627] lr: 3.367e-01, eta: 1 day, 9:16:53, time: 1.453, data_time: 0.007, memory: 8470, top1_acc: 0.3635, top5_acc: 0.6135, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.1828 2020-08-18 05:24:59,258 - mmaction - INFO - Epoch [119][140/627] lr: 3.367e-01, eta: 1 day, 9:16:27, time: 1.428, data_time: 0.007, memory: 8470, top1_acc: 0.3568, top5_acc: 0.6151, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.1690 2020-08-18 05:25:27,600 - mmaction - INFO - Epoch [119][160/627] lr: 3.367e-01, eta: 1 day, 9:16:00, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.3624, top5_acc: 0.6158, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.1608 2020-08-18 05:25:55,872 - mmaction - INFO - Epoch [119][180/627] lr: 3.367e-01, eta: 1 day, 9:15:33, time: 1.414, data_time: 0.007, memory: 8470, top1_acc: 0.3609, top5_acc: 0.6129, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.1477 2020-08-18 05:26:24,442 - mmaction - INFO - Epoch [119][200/627] lr: 3.367e-01, eta: 1 day, 9:15:06, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6115, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.1446 2020-08-18 05:26:52,406 - mmaction - INFO - Epoch [119][220/627] lr: 3.367e-01, eta: 1 day, 9:14:38, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3665, top5_acc: 0.6137, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.1449 2020-08-18 05:27:22,462 - mmaction - INFO - Epoch [119][240/627] lr: 3.367e-01, eta: 1 day, 9:14:13, time: 1.504, data_time: 0.006, memory: 8470, top1_acc: 0.3591, top5_acc: 0.6064, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.1545 2020-08-18 05:27:48,819 - mmaction - INFO - Epoch [119][260/627] lr: 3.367e-01, eta: 1 day, 9:13:44, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.3672, top5_acc: 0.6204, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.1373 2020-08-18 05:28:17,397 - mmaction - INFO - Epoch [119][280/627] lr: 3.367e-01, eta: 1 day, 9:13:17, time: 1.428, data_time: 0.004, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6108, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.1403 2020-08-18 05:28:46,880 - mmaction - INFO - Epoch [119][300/627] lr: 3.367e-01, eta: 1 day, 9:12:52, time: 1.475, data_time: 0.003, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6163, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.1378 2020-08-18 05:29:13,981 - mmaction - INFO - Epoch [119][320/627] lr: 3.367e-01, eta: 1 day, 9:12:23, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6224, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.1551 2020-08-18 05:29:41,850 - mmaction - INFO - Epoch [119][340/627] lr: 3.367e-01, eta: 1 day, 9:11:56, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3579, top5_acc: 0.6087, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.1559 2020-08-18 05:30:10,280 - mmaction - INFO - Epoch [119][360/627] lr: 3.367e-01, eta: 1 day, 9:11:29, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6122, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.1470 2020-08-18 05:30:39,608 - mmaction - INFO - Epoch [119][380/627] lr: 3.367e-01, eta: 1 day, 9:11:03, time: 1.466, data_time: 0.002, memory: 8470, top1_acc: 0.3688, top5_acc: 0.6216, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.1643 2020-08-18 05:31:06,663 - mmaction - INFO - Epoch [119][400/627] lr: 3.367e-01, eta: 1 day, 9:10:34, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3763, top5_acc: 0.6292, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.1480 2020-08-18 05:31:35,336 - mmaction - INFO - Epoch [119][420/627] lr: 3.367e-01, eta: 1 day, 9:10:07, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3620, top5_acc: 0.6103, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.1623 2020-08-18 05:32:03,408 - mmaction - INFO - Epoch [119][440/627] lr: 3.367e-01, eta: 1 day, 9:09:40, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.3685, top5_acc: 0.6240, loss_cls: 2.8752, loss: 2.8752, grad_norm: 1.1623 2020-08-18 05:32:31,825 - mmaction - INFO - Epoch [119][460/627] lr: 3.367e-01, eta: 1 day, 9:09:13, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3607, top5_acc: 0.6168, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.1542 2020-08-18 05:33:00,156 - mmaction - INFO - Epoch [119][480/627] lr: 3.367e-01, eta: 1 day, 9:08:46, time: 1.415, data_time: 0.004, memory: 8470, top1_acc: 0.3510, top5_acc: 0.6077, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.1714 2020-08-18 05:33:28,050 - mmaction - INFO - Epoch [119][500/627] lr: 3.367e-01, eta: 1 day, 9:08:19, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.3697, top5_acc: 0.6206, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.1322 2020-08-18 05:33:56,250 - mmaction - INFO - Epoch [119][520/627] lr: 3.367e-01, eta: 1 day, 9:07:51, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6022, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.1466 2020-08-18 05:34:24,223 - mmaction - INFO - Epoch [119][540/627] lr: 3.367e-01, eta: 1 day, 9:07:24, time: 1.398, data_time: 0.004, memory: 8470, top1_acc: 0.3681, top5_acc: 0.6112, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.1415 2020-08-18 05:34:52,191 - mmaction - INFO - Epoch [119][560/627] lr: 3.367e-01, eta: 1 day, 9:06:57, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3488, top5_acc: 0.6096, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.1670 2020-08-18 05:35:20,384 - mmaction - INFO - Epoch [119][580/627] lr: 3.367e-01, eta: 1 day, 9:06:29, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.1347 2020-08-18 05:35:48,959 - mmaction - INFO - Epoch [119][600/627] lr: 3.367e-01, eta: 1 day, 9:06:03, time: 1.430, data_time: 0.007, memory: 8470, top1_acc: 0.3598, top5_acc: 0.6147, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.1470 2020-08-18 05:36:16,479 - mmaction - INFO - Epoch [119][620/627] lr: 3.367e-01, eta: 1 day, 9:05:35, time: 1.376, data_time: 0.007, memory: 8470, top1_acc: 0.3552, top5_acc: 0.6132, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.1567 2020-08-18 05:36:57,738 - mmaction - INFO - Epoch [120][20/627] lr: 3.331e-01, eta: 1 day, 9:04:51, time: 1.601, data_time: 0.372, memory: 8470, top1_acc: 0.3522, top5_acc: 0.6117, loss_cls: 2.9251, loss: 2.9251, grad_norm: 1.1631 2020-08-18 05:37:24,150 - mmaction - INFO - Epoch [120][40/627] lr: 3.331e-01, eta: 1 day, 9:04:22, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6177, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.1576 2020-08-18 05:37:51,994 - mmaction - INFO - Epoch [120][60/627] lr: 3.331e-01, eta: 1 day, 9:03:54, time: 1.392, data_time: 0.002, memory: 8470, top1_acc: 0.3736, top5_acc: 0.6167, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.1476 2020-08-18 05:38:19,645 - mmaction - INFO - Epoch [120][80/627] lr: 3.331e-01, eta: 1 day, 9:03:26, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.3728, top5_acc: 0.6329, loss_cls: 2.8291, loss: 2.8291, grad_norm: 1.1636 2020-08-18 05:38:47,222 - mmaction - INFO - Epoch [120][100/627] lr: 3.331e-01, eta: 1 day, 9:02:58, time: 1.379, data_time: 0.002, memory: 8470, top1_acc: 0.3620, top5_acc: 0.6129, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.1766 2020-08-18 05:39:14,932 - mmaction - INFO - Epoch [120][120/627] lr: 3.331e-01, eta: 1 day, 9:02:30, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3572, top5_acc: 0.6138, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.1665 2020-08-18 05:39:42,084 - mmaction - INFO - Epoch [120][140/627] lr: 3.331e-01, eta: 1 day, 9:02:02, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.3714, top5_acc: 0.6197, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.1505 2020-08-18 05:40:09,741 - mmaction - INFO - Epoch [120][160/627] lr: 3.331e-01, eta: 1 day, 9:01:34, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3652, top5_acc: 0.6172, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.1659 2020-08-18 05:40:36,586 - mmaction - INFO - Epoch [120][180/627] lr: 3.331e-01, eta: 1 day, 9:01:06, time: 1.342, data_time: 0.002, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6152, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.1502 2020-08-18 05:41:03,775 - mmaction - INFO - Epoch [120][200/627] lr: 3.331e-01, eta: 1 day, 9:00:37, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.3665, top5_acc: 0.6174, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.1589 2020-08-18 05:41:30,994 - mmaction - INFO - Epoch [120][220/627] lr: 3.331e-01, eta: 1 day, 9:00:09, time: 1.362, data_time: 0.004, memory: 8470, top1_acc: 0.3685, top5_acc: 0.6229, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.1559 2020-08-18 05:41:59,365 - mmaction - INFO - Epoch [120][240/627] lr: 3.331e-01, eta: 1 day, 8:59:42, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6145, loss_cls: 2.8921, loss: 2.8921, grad_norm: 1.1662 2020-08-18 05:42:26,101 - mmaction - INFO - Epoch [120][260/627] lr: 3.331e-01, eta: 1 day, 8:59:13, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.3587, top5_acc: 0.6096, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.1742 2020-08-18 05:42:53,687 - mmaction - INFO - Epoch [120][280/627] lr: 3.331e-01, eta: 1 day, 8:58:45, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3629, top5_acc: 0.6172, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.1409 2020-08-18 05:43:20,815 - mmaction - INFO - Epoch [120][300/627] lr: 3.331e-01, eta: 1 day, 8:58:17, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.3697, top5_acc: 0.6260, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.1533 2020-08-18 05:43:48,053 - mmaction - INFO - Epoch [120][320/627] lr: 3.331e-01, eta: 1 day, 8:57:48, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3663, top5_acc: 0.6141, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.1640 2020-08-18 05:44:15,516 - mmaction - INFO - Epoch [120][340/627] lr: 3.331e-01, eta: 1 day, 8:57:20, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.3648, top5_acc: 0.6176, loss_cls: 2.8782, loss: 2.8782, grad_norm: 1.1592 2020-08-18 05:44:43,450 - mmaction - INFO - Epoch [120][360/627] lr: 3.331e-01, eta: 1 day, 8:56:53, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.3693, top5_acc: 0.6251, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.1366 2020-08-18 05:45:11,997 - mmaction - INFO - Epoch [120][380/627] lr: 3.331e-01, eta: 1 day, 8:56:26, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3755, top5_acc: 0.6194, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.1593 2020-08-18 05:45:39,496 - mmaction - INFO - Epoch [120][400/627] lr: 3.331e-01, eta: 1 day, 8:55:58, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3548, top5_acc: 0.6092, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.1830 2020-08-18 05:46:07,438 - mmaction - INFO - Epoch [120][420/627] lr: 3.331e-01, eta: 1 day, 8:55:30, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.3562, top5_acc: 0.6105, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.1807 2020-08-18 05:46:36,080 - mmaction - INFO - Epoch [120][440/627] lr: 3.331e-01, eta: 1 day, 8:55:04, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.3625, top5_acc: 0.6176, loss_cls: 2.9042, loss: 2.9042, grad_norm: 1.1739 2020-08-18 05:47:05,657 - mmaction - INFO - Epoch [120][460/627] lr: 3.331e-01, eta: 1 day, 8:54:38, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6092, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.1425 2020-08-18 05:47:34,095 - mmaction - INFO - Epoch [120][480/627] lr: 3.331e-01, eta: 1 day, 8:54:11, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3645, top5_acc: 0.6128, loss_cls: 2.8952, loss: 2.8952, grad_norm: 1.1740 2020-08-18 05:48:02,922 - mmaction - INFO - Epoch [120][500/627] lr: 3.331e-01, eta: 1 day, 8:53:45, time: 1.441, data_time: 0.001, memory: 8470, top1_acc: 0.3729, top5_acc: 0.6171, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.1401 2020-08-18 05:48:32,579 - mmaction - INFO - Epoch [120][520/627] lr: 3.331e-01, eta: 1 day, 8:53:19, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6207, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.1624 2020-08-18 05:49:00,468 - mmaction - INFO - Epoch [120][540/627] lr: 3.331e-01, eta: 1 day, 8:52:52, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3698, top5_acc: 0.6148, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.1663 2020-08-18 05:49:29,894 - mmaction - INFO - Epoch [120][560/627] lr: 3.331e-01, eta: 1 day, 8:52:26, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.3626, top5_acc: 0.6187, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.1460 2020-08-18 05:49:58,161 - mmaction - INFO - Epoch [120][580/627] lr: 3.331e-01, eta: 1 day, 8:51:59, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6135, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.1612 2020-08-18 05:50:25,442 - mmaction - INFO - Epoch [120][600/627] lr: 3.331e-01, eta: 1 day, 8:51:30, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3612, top5_acc: 0.6146, loss_cls: 2.9191, loss: 2.9191, grad_norm: 1.1481 2020-08-18 05:50:53,166 - mmaction - INFO - Epoch [120][620/627] lr: 3.331e-01, eta: 1 day, 8:51:03, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.3715, top5_acc: 0.6155, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.1463 2020-08-18 05:51:01,716 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-08-18 05:51:32,966 - mmaction - INFO - Epoch [121][20/627] lr: 3.294e-01, eta: 1 day, 8:50:17, time: 1.487, data_time: 0.333, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6182, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.1602 2020-08-18 05:52:01,268 - mmaction - INFO - Epoch [121][40/627] lr: 3.294e-01, eta: 1 day, 8:49:49, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.3742, top5_acc: 0.6194, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.1721 2020-08-18 05:52:28,857 - mmaction - INFO - Epoch [121][60/627] lr: 3.294e-01, eta: 1 day, 8:49:22, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.3820, top5_acc: 0.6246, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.1472 2020-08-18 05:52:56,683 - mmaction - INFO - Epoch [121][80/627] lr: 3.294e-01, eta: 1 day, 8:48:54, time: 1.389, data_time: 0.004, memory: 8470, top1_acc: 0.3779, top5_acc: 0.6264, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.1675 2020-08-18 05:53:24,726 - mmaction - INFO - Epoch [121][100/627] lr: 3.294e-01, eta: 1 day, 8:48:27, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3689, top5_acc: 0.6212, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.1658 2020-08-18 05:53:52,732 - mmaction - INFO - Epoch [121][120/627] lr: 3.294e-01, eta: 1 day, 8:47:59, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6271, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.1726 2020-08-18 05:54:20,975 - mmaction - INFO - Epoch [121][140/627] lr: 3.294e-01, eta: 1 day, 8:47:32, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.3664, top5_acc: 0.6174, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.1787 2020-08-18 05:54:50,441 - mmaction - INFO - Epoch [121][160/627] lr: 3.294e-01, eta: 1 day, 8:47:06, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.3747, top5_acc: 0.6120, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.1640 2020-08-18 05:55:17,955 - mmaction - INFO - Epoch [121][180/627] lr: 3.294e-01, eta: 1 day, 8:46:38, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.3708, top5_acc: 0.6290, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.1557 2020-08-18 05:55:45,817 - mmaction - INFO - Epoch [121][200/627] lr: 3.294e-01, eta: 1 day, 8:46:11, time: 1.395, data_time: 0.007, memory: 8470, top1_acc: 0.3694, top5_acc: 0.6303, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.1676 2020-08-18 05:56:13,847 - mmaction - INFO - Epoch [121][220/627] lr: 3.294e-01, eta: 1 day, 8:45:43, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3547, top5_acc: 0.6105, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.1512 2020-08-18 05:56:42,669 - mmaction - INFO - Epoch [121][240/627] lr: 3.294e-01, eta: 1 day, 8:45:17, time: 1.442, data_time: 0.003, memory: 8470, top1_acc: 0.3589, top5_acc: 0.6154, loss_cls: 2.8867, loss: 2.8867, grad_norm: 1.1619 2020-08-18 05:57:09,482 - mmaction - INFO - Epoch [121][260/627] lr: 3.294e-01, eta: 1 day, 8:44:48, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.3611, top5_acc: 0.6148, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.1652 2020-08-18 05:57:36,300 - mmaction - INFO - Epoch [121][280/627] lr: 3.294e-01, eta: 1 day, 8:44:19, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3697, top5_acc: 0.6171, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.1641 2020-08-18 05:58:04,204 - mmaction - INFO - Epoch [121][300/627] lr: 3.294e-01, eta: 1 day, 8:43:52, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6199, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.1582 2020-08-18 05:58:31,265 - mmaction - INFO - Epoch [121][320/627] lr: 3.294e-01, eta: 1 day, 8:43:23, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3758, top5_acc: 0.6238, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.1658 2020-08-18 05:58:57,267 - mmaction - INFO - Epoch [121][340/627] lr: 3.294e-01, eta: 1 day, 8:42:53, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6290, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.1896 2020-08-18 05:59:24,868 - mmaction - INFO - Epoch [121][360/627] lr: 3.294e-01, eta: 1 day, 8:42:25, time: 1.379, data_time: 0.004, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6195, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.1738 2020-08-18 05:59:52,697 - mmaction - INFO - Epoch [121][380/627] lr: 3.294e-01, eta: 1 day, 8:41:58, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6151, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.1535 2020-08-18 06:00:21,350 - mmaction - INFO - Epoch [121][400/627] lr: 3.294e-01, eta: 1 day, 8:41:31, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3650, top5_acc: 0.6139, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.1548 2020-08-18 06:00:47,089 - mmaction - INFO - Epoch [121][420/627] lr: 3.294e-01, eta: 1 day, 8:41:01, time: 1.293, data_time: 0.016, memory: 8470, top1_acc: 0.3677, top5_acc: 0.6164, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.1699 2020-08-18 06:01:13,829 - mmaction - INFO - Epoch [121][440/627] lr: 3.294e-01, eta: 1 day, 8:40:32, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6122, loss_cls: 2.8841, loss: 2.8841, grad_norm: 1.1532 2020-08-18 06:01:38,539 - mmaction - INFO - Epoch [121][460/627] lr: 3.294e-01, eta: 1 day, 8:40:01, time: 1.235, data_time: 0.006, memory: 8470, top1_acc: 0.3807, top5_acc: 0.6257, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.1491 2020-08-18 06:02:07,169 - mmaction - INFO - Epoch [121][480/627] lr: 3.294e-01, eta: 1 day, 8:39:34, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3741, top5_acc: 0.6198, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.1830 2020-08-18 06:02:32,916 - mmaction - INFO - Epoch [121][500/627] lr: 3.294e-01, eta: 1 day, 8:39:05, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6189, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.1794 2020-08-18 06:03:00,321 - mmaction - INFO - Epoch [121][520/627] lr: 3.294e-01, eta: 1 day, 8:38:36, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3691, top5_acc: 0.6142, loss_cls: 2.8856, loss: 2.8856, grad_norm: 1.1653 2020-08-18 06:03:25,509 - mmaction - INFO - Epoch [121][540/627] lr: 3.294e-01, eta: 1 day, 8:38:06, time: 1.262, data_time: 0.006, memory: 8470, top1_acc: 0.3576, top5_acc: 0.6141, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.1693 2020-08-18 06:03:52,588 - mmaction - INFO - Epoch [121][560/627] lr: 3.294e-01, eta: 1 day, 8:37:37, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3669, top5_acc: 0.6176, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.1884 2020-08-18 06:04:20,832 - mmaction - INFO - Epoch [121][580/627] lr: 3.294e-01, eta: 1 day, 8:37:10, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3591, top5_acc: 0.6100, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.1627 2020-08-18 06:04:46,959 - mmaction - INFO - Epoch [121][600/627] lr: 3.294e-01, eta: 1 day, 8:36:41, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.3715, top5_acc: 0.6240, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.1694 2020-08-18 06:05:13,871 - mmaction - INFO - Epoch [121][620/627] lr: 3.294e-01, eta: 1 day, 8:36:12, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.3495, top5_acc: 0.6082, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.1662 2020-08-18 06:05:55,377 - mmaction - INFO - Epoch [122][20/627] lr: 3.257e-01, eta: 1 day, 8:35:30, time: 1.667, data_time: 0.518, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6178, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.1749 2020-08-18 06:06:21,539 - mmaction - INFO - Epoch [122][40/627] lr: 3.257e-01, eta: 1 day, 8:35:01, time: 1.309, data_time: 0.006, memory: 8470, top1_acc: 0.3590, top5_acc: 0.6056, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.1796 2020-08-18 06:06:48,253 - mmaction - INFO - Epoch [122][60/627] lr: 3.257e-01, eta: 1 day, 8:34:32, time: 1.334, data_time: 0.003, memory: 8470, top1_acc: 0.3600, top5_acc: 0.6182, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.1708 2020-08-18 06:07:14,986 - mmaction - INFO - Epoch [122][80/627] lr: 3.257e-01, eta: 1 day, 8:34:03, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6150, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.1795 2020-08-18 06:07:41,607 - mmaction - INFO - Epoch [122][100/627] lr: 3.257e-01, eta: 1 day, 8:33:34, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.3663, top5_acc: 0.6204, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.1665 2020-08-18 06:08:08,097 - mmaction - INFO - Epoch [122][120/627] lr: 3.257e-01, eta: 1 day, 8:33:05, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.3779, top5_acc: 0.6233, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.1521 2020-08-18 06:08:34,221 - mmaction - INFO - Epoch [122][140/627] lr: 3.257e-01, eta: 1 day, 8:32:35, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.3648, top5_acc: 0.6165, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.1829 2020-08-18 06:09:02,981 - mmaction - INFO - Epoch [122][160/627] lr: 3.257e-01, eta: 1 day, 8:32:09, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6206, loss_cls: 2.8450, loss: 2.8450, grad_norm: 1.1682 2020-08-18 06:09:28,846 - mmaction - INFO - Epoch [122][180/627] lr: 3.257e-01, eta: 1 day, 8:31:39, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.3650, top5_acc: 0.6105, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.1599 2020-08-18 06:09:56,003 - mmaction - INFO - Epoch [122][200/627] lr: 3.257e-01, eta: 1 day, 8:31:11, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6180, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.1661 2020-08-18 06:10:24,014 - mmaction - INFO - Epoch [122][220/627] lr: 3.257e-01, eta: 1 day, 8:30:43, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6171, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.1874 2020-08-18 06:10:52,009 - mmaction - INFO - Epoch [122][240/627] lr: 3.257e-01, eta: 1 day, 8:30:16, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3645, top5_acc: 0.6167, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.1439 2020-08-18 06:11:18,314 - mmaction - INFO - Epoch [122][260/627] lr: 3.257e-01, eta: 1 day, 8:29:46, time: 1.316, data_time: 0.003, memory: 8470, top1_acc: 0.3753, top5_acc: 0.6142, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.1654 2020-08-18 06:11:45,461 - mmaction - INFO - Epoch [122][280/627] lr: 3.257e-01, eta: 1 day, 8:29:18, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.3624, top5_acc: 0.6132, loss_cls: 2.8902, loss: 2.8902, grad_norm: 1.1769 2020-08-18 06:12:11,981 - mmaction - INFO - Epoch [122][300/627] lr: 3.257e-01, eta: 1 day, 8:28:49, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.3615, top5_acc: 0.6104, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.1851 2020-08-18 06:12:38,520 - mmaction - INFO - Epoch [122][320/627] lr: 3.257e-01, eta: 1 day, 8:28:20, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.3677, top5_acc: 0.6173, loss_cls: 2.8876, loss: 2.8876, grad_norm: 1.1764 2020-08-18 06:13:04,735 - mmaction - INFO - Epoch [122][340/627] lr: 3.257e-01, eta: 1 day, 8:27:51, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.3686, top5_acc: 0.6190, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.1839 2020-08-18 06:13:33,278 - mmaction - INFO - Epoch [122][360/627] lr: 3.257e-01, eta: 1 day, 8:27:24, time: 1.426, data_time: 0.007, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6178, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.1695 2020-08-18 06:14:00,394 - mmaction - INFO - Epoch [122][380/627] lr: 3.257e-01, eta: 1 day, 8:26:55, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.3592, top5_acc: 0.6147, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.1691 2020-08-18 06:14:29,497 - mmaction - INFO - Epoch [122][400/627] lr: 3.257e-01, eta: 1 day, 8:26:29, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6294, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.1783 2020-08-18 06:14:57,761 - mmaction - INFO - Epoch [122][420/627] lr: 3.257e-01, eta: 1 day, 8:26:02, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3674, top5_acc: 0.6219, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.1719 2020-08-18 06:15:25,202 - mmaction - INFO - Epoch [122][440/627] lr: 3.257e-01, eta: 1 day, 8:25:34, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.3652, top5_acc: 0.6197, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.1736 2020-08-18 06:15:52,592 - mmaction - INFO - Epoch [122][460/627] lr: 3.257e-01, eta: 1 day, 8:25:06, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.3695, top5_acc: 0.6208, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.1743 2020-08-18 06:16:20,536 - mmaction - INFO - Epoch [122][480/627] lr: 3.257e-01, eta: 1 day, 8:24:38, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3639, top5_acc: 0.6120, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.1581 2020-08-18 06:16:47,426 - mmaction - INFO - Epoch [122][500/627] lr: 3.257e-01, eta: 1 day, 8:24:10, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3643, top5_acc: 0.6111, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.1680 2020-08-18 06:17:16,158 - mmaction - INFO - Epoch [122][520/627] lr: 3.257e-01, eta: 1 day, 8:23:43, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.3578, top5_acc: 0.6108, loss_cls: 2.9072, loss: 2.9072, grad_norm: 1.1901 2020-08-18 06:17:45,354 - mmaction - INFO - Epoch [122][540/627] lr: 3.257e-01, eta: 1 day, 8:23:17, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3599, top5_acc: 0.6112, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.1561 2020-08-18 06:18:14,550 - mmaction - INFO - Epoch [122][560/627] lr: 3.257e-01, eta: 1 day, 8:22:51, time: 1.462, data_time: 0.007, memory: 8470, top1_acc: 0.3698, top5_acc: 0.6125, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.1789 2020-08-18 06:18:43,746 - mmaction - INFO - Epoch [122][580/627] lr: 3.257e-01, eta: 1 day, 8:22:25, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.3671, top5_acc: 0.6233, loss_cls: 2.8612, loss: 2.8612, grad_norm: 1.1764 2020-08-18 06:19:12,568 - mmaction - INFO - Epoch [122][600/627] lr: 3.257e-01, eta: 1 day, 8:21:58, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6164, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.1585 2020-08-18 06:19:42,216 - mmaction - INFO - Epoch [122][620/627] lr: 3.257e-01, eta: 1 day, 8:21:33, time: 1.484, data_time: 0.005, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6332, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.1638 2020-08-18 06:20:24,747 - mmaction - INFO - Epoch [123][20/627] lr: 3.221e-01, eta: 1 day, 8:20:51, time: 1.657, data_time: 0.407, memory: 8470, top1_acc: 0.3645, top5_acc: 0.6164, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.1754 2020-08-18 06:20:53,095 - mmaction - INFO - Epoch [123][40/627] lr: 3.221e-01, eta: 1 day, 8:20:24, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.3786, top5_acc: 0.6258, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.1689 2020-08-18 06:21:22,405 - mmaction - INFO - Epoch [123][60/627] lr: 3.221e-01, eta: 1 day, 8:19:58, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.3714, top5_acc: 0.6224, loss_cls: 2.8472, loss: 2.8472, grad_norm: 1.1787 2020-08-18 06:21:51,789 - mmaction - INFO - Epoch [123][80/627] lr: 3.221e-01, eta: 1 day, 8:19:32, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.3674, top5_acc: 0.6215, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.1823 2020-08-18 06:22:20,495 - mmaction - INFO - Epoch [123][100/627] lr: 3.221e-01, eta: 1 day, 8:19:05, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6270, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.1691 2020-08-18 06:22:48,922 - mmaction - INFO - Epoch [123][120/627] lr: 3.221e-01, eta: 1 day, 8:18:38, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3685, top5_acc: 0.6197, loss_cls: 2.8721, loss: 2.8721, grad_norm: 1.1737 2020-08-18 06:23:18,288 - mmaction - INFO - Epoch [123][140/627] lr: 3.221e-01, eta: 1 day, 8:18:12, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6189, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.1662 2020-08-18 06:23:46,757 - mmaction - INFO - Epoch [123][160/627] lr: 3.221e-01, eta: 1 day, 8:17:45, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.3698, top5_acc: 0.6130, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.1461 2020-08-18 06:24:15,253 - mmaction - INFO - Epoch [123][180/627] lr: 3.221e-01, eta: 1 day, 8:17:18, time: 1.423, data_time: 0.004, memory: 8470, top1_acc: 0.3680, top5_acc: 0.6120, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.1802 2020-08-18 06:24:44,213 - mmaction - INFO - Epoch [123][200/627] lr: 3.221e-01, eta: 1 day, 8:16:52, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.3556, top5_acc: 0.6043, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.1707 2020-08-18 06:25:12,006 - mmaction - INFO - Epoch [123][220/627] lr: 3.221e-01, eta: 1 day, 8:16:24, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3689, top5_acc: 0.6260, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.1663 2020-08-18 06:25:40,428 - mmaction - INFO - Epoch [123][240/627] lr: 3.221e-01, eta: 1 day, 8:15:57, time: 1.422, data_time: 0.003, memory: 8470, top1_acc: 0.3678, top5_acc: 0.6156, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.1705 2020-08-18 06:26:09,843 - mmaction - INFO - Epoch [123][260/627] lr: 3.221e-01, eta: 1 day, 8:15:31, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6148, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.1756 2020-08-18 06:26:37,995 - mmaction - INFO - Epoch [123][280/627] lr: 3.221e-01, eta: 1 day, 8:15:04, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.3763, top5_acc: 0.6243, loss_cls: 2.8279, loss: 2.8279, grad_norm: 1.1782 2020-08-18 06:27:06,237 - mmaction - INFO - Epoch [123][300/627] lr: 3.221e-01, eta: 1 day, 8:14:37, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6272, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.1714 2020-08-18 06:27:34,671 - mmaction - INFO - Epoch [123][320/627] lr: 3.221e-01, eta: 1 day, 8:14:10, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6263, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.1812 2020-08-18 06:28:02,711 - mmaction - INFO - Epoch [123][340/627] lr: 3.221e-01, eta: 1 day, 8:13:43, time: 1.402, data_time: 0.002, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6172, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.1710 2020-08-18 06:28:31,608 - mmaction - INFO - Epoch [123][360/627] lr: 3.221e-01, eta: 1 day, 8:13:16, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6214, loss_cls: 2.8844, loss: 2.8844, grad_norm: 1.1780 2020-08-18 06:29:00,151 - mmaction - INFO - Epoch [123][380/627] lr: 3.221e-01, eta: 1 day, 8:12:49, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.3493, top5_acc: 0.6089, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.1862 2020-08-18 06:29:29,405 - mmaction - INFO - Epoch [123][400/627] lr: 3.221e-01, eta: 1 day, 8:12:23, time: 1.460, data_time: 0.004, memory: 8470, top1_acc: 0.3742, top5_acc: 0.6230, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.1645 2020-08-18 06:29:57,572 - mmaction - INFO - Epoch [123][420/627] lr: 3.221e-01, eta: 1 day, 8:11:56, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3621, top5_acc: 0.6181, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.1898 2020-08-18 06:30:25,677 - mmaction - INFO - Epoch [123][440/627] lr: 3.221e-01, eta: 1 day, 8:11:29, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3743, top5_acc: 0.6249, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.1814 2020-08-18 06:30:53,801 - mmaction - INFO - Epoch [123][460/627] lr: 3.221e-01, eta: 1 day, 8:11:01, time: 1.406, data_time: 0.002, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6151, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.1704 2020-08-18 06:31:21,811 - mmaction - INFO - Epoch [123][480/627] lr: 3.221e-01, eta: 1 day, 8:10:34, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.3676, top5_acc: 0.6152, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.1845 2020-08-18 06:31:50,486 - mmaction - INFO - Epoch [123][500/627] lr: 3.221e-01, eta: 1 day, 8:10:07, time: 1.436, data_time: 0.007, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6161, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.1801 2020-08-18 06:32:17,385 - mmaction - INFO - Epoch [123][520/627] lr: 3.221e-01, eta: 1 day, 8:09:39, time: 1.346, data_time: 0.007, memory: 8470, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.1777 2020-08-18 06:32:45,787 - mmaction - INFO - Epoch [123][540/627] lr: 3.221e-01, eta: 1 day, 8:09:12, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.3585, top5_acc: 0.6217, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.1809 2020-08-18 06:33:14,372 - mmaction - INFO - Epoch [123][560/627] lr: 3.221e-01, eta: 1 day, 8:08:45, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.3687, top5_acc: 0.6180, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.1867 2020-08-18 06:33:42,646 - mmaction - INFO - Epoch [123][580/627] lr: 3.221e-01, eta: 1 day, 8:08:18, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.1655 2020-08-18 06:34:10,706 - mmaction - INFO - Epoch [123][600/627] lr: 3.221e-01, eta: 1 day, 8:07:50, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3641, top5_acc: 0.6187, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.2000 2020-08-18 06:34:37,528 - mmaction - INFO - Epoch [123][620/627] lr: 3.221e-01, eta: 1 day, 8:07:21, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.3669, top5_acc: 0.6257, loss_cls: 2.8475, loss: 2.8475, grad_norm: 1.1787 2020-08-18 06:35:19,061 - mmaction - INFO - Epoch [124][20/627] lr: 3.184e-01, eta: 1 day, 8:06:38, time: 1.609, data_time: 0.389, memory: 8470, top1_acc: 0.3613, top5_acc: 0.6172, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.1739 2020-08-18 06:35:46,441 - mmaction - INFO - Epoch [124][40/627] lr: 3.184e-01, eta: 1 day, 8:06:10, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6250, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.1863 2020-08-18 06:36:13,739 - mmaction - INFO - Epoch [124][60/627] lr: 3.184e-01, eta: 1 day, 8:05:42, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3737, top5_acc: 0.6173, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.1863 2020-08-18 06:36:42,033 - mmaction - INFO - Epoch [124][80/627] lr: 3.184e-01, eta: 1 day, 8:05:15, time: 1.418, data_time: 0.007, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6242, loss_cls: 2.8645, loss: 2.8645, grad_norm: 1.1777 2020-08-18 06:37:10,482 - mmaction - INFO - Epoch [124][100/627] lr: 3.184e-01, eta: 1 day, 8:04:48, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3734, top5_acc: 0.6267, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.2055 2020-08-18 06:37:38,767 - mmaction - INFO - Epoch [124][120/627] lr: 3.184e-01, eta: 1 day, 8:04:21, time: 1.415, data_time: 0.004, memory: 8470, top1_acc: 0.3638, top5_acc: 0.6202, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.1860 2020-08-18 06:38:07,538 - mmaction - INFO - Epoch [124][140/627] lr: 3.184e-01, eta: 1 day, 8:03:54, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3684, top5_acc: 0.6237, loss_cls: 2.8409, loss: 2.8409, grad_norm: 1.1905 2020-08-18 06:38:35,618 - mmaction - INFO - Epoch [124][160/627] lr: 3.184e-01, eta: 1 day, 8:03:27, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3645, top5_acc: 0.6146, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.1725 2020-08-18 06:39:04,367 - mmaction - INFO - Epoch [124][180/627] lr: 3.184e-01, eta: 1 day, 8:03:00, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6292, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.1810 2020-08-18 06:39:33,309 - mmaction - INFO - Epoch [124][200/627] lr: 3.184e-01, eta: 1 day, 8:02:34, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6243, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.1857 2020-08-18 06:40:03,012 - mmaction - INFO - Epoch [124][220/627] lr: 3.184e-01, eta: 1 day, 8:02:08, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.3789, top5_acc: 0.6259, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.1703 2020-08-18 06:40:32,226 - mmaction - INFO - Epoch [124][240/627] lr: 3.184e-01, eta: 1 day, 8:01:42, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.3618, top5_acc: 0.6163, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.1768 2020-08-18 06:41:02,260 - mmaction - INFO - Epoch [124][260/627] lr: 3.184e-01, eta: 1 day, 8:01:17, time: 1.502, data_time: 0.006, memory: 8470, top1_acc: 0.3720, top5_acc: 0.6227, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.1771 2020-08-18 06:41:31,339 - mmaction - INFO - Epoch [124][280/627] lr: 3.184e-01, eta: 1 day, 8:00:50, time: 1.454, data_time: 0.003, memory: 8470, top1_acc: 0.3677, top5_acc: 0.6212, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.1846 2020-08-18 06:42:00,599 - mmaction - INFO - Epoch [124][300/627] lr: 3.184e-01, eta: 1 day, 8:00:24, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.3647, top5_acc: 0.6202, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.1902 2020-08-18 06:42:28,549 - mmaction - INFO - Epoch [124][320/627] lr: 3.184e-01, eta: 1 day, 7:59:57, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3704, top5_acc: 0.6215, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.1922 2020-08-18 06:42:55,835 - mmaction - INFO - Epoch [124][340/627] lr: 3.184e-01, eta: 1 day, 7:59:29, time: 1.364, data_time: 0.007, memory: 8470, top1_acc: 0.3702, top5_acc: 0.6150, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.1886 2020-08-18 06:43:23,822 - mmaction - INFO - Epoch [124][360/627] lr: 3.184e-01, eta: 1 day, 7:59:01, time: 1.400, data_time: 0.003, memory: 8470, top1_acc: 0.3715, top5_acc: 0.6191, loss_cls: 2.8684, loss: 2.8684, grad_norm: 1.1869 2020-08-18 06:43:52,944 - mmaction - INFO - Epoch [124][380/627] lr: 3.184e-01, eta: 1 day, 7:58:35, time: 1.454, data_time: 0.004, memory: 8470, top1_acc: 0.3750, top5_acc: 0.6237, loss_cls: 2.8286, loss: 2.8286, grad_norm: 1.1741 2020-08-18 06:44:20,215 - mmaction - INFO - Epoch [124][400/627] lr: 3.184e-01, eta: 1 day, 7:58:07, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.3596, top5_acc: 0.6076, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.1882 2020-08-18 06:44:48,080 - mmaction - INFO - Epoch [124][420/627] lr: 3.184e-01, eta: 1 day, 7:57:39, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3602, top5_acc: 0.6174, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.1797 2020-08-18 06:45:18,392 - mmaction - INFO - Epoch [124][440/627] lr: 3.184e-01, eta: 1 day, 7:57:14, time: 1.517, data_time: 0.006, memory: 8470, top1_acc: 0.3682, top5_acc: 0.6120, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.1706 2020-08-18 06:45:45,575 - mmaction - INFO - Epoch [124][460/627] lr: 3.184e-01, eta: 1 day, 7:56:46, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3723, top5_acc: 0.6243, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.1782 2020-08-18 06:46:13,100 - mmaction - INFO - Epoch [124][480/627] lr: 3.184e-01, eta: 1 day, 7:56:18, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.3686, top5_acc: 0.6245, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.1668 2020-08-18 06:46:43,225 - mmaction - INFO - Epoch [124][500/627] lr: 3.184e-01, eta: 1 day, 7:55:53, time: 1.507, data_time: 0.005, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6139, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.1742 2020-08-18 06:47:10,279 - mmaction - INFO - Epoch [124][520/627] lr: 3.184e-01, eta: 1 day, 7:55:24, time: 1.352, data_time: 0.007, memory: 8470, top1_acc: 0.3599, top5_acc: 0.6082, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.1631 2020-08-18 06:47:38,092 - mmaction - INFO - Epoch [124][540/627] lr: 3.184e-01, eta: 1 day, 7:54:57, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3690, top5_acc: 0.6174, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.1605 2020-08-18 06:48:06,346 - mmaction - INFO - Epoch [124][560/627] lr: 3.184e-01, eta: 1 day, 7:54:29, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.3801, top5_acc: 0.6260, loss_cls: 2.8273, loss: 2.8273, grad_norm: 1.1823 2020-08-18 06:48:34,501 - mmaction - INFO - Epoch [124][580/627] lr: 3.184e-01, eta: 1 day, 7:54:02, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3751, top5_acc: 0.6208, loss_cls: 2.8532, loss: 2.8532, grad_norm: 1.1753 2020-08-18 06:49:02,041 - mmaction - INFO - Epoch [124][600/627] lr: 3.184e-01, eta: 1 day, 7:53:34, time: 1.377, data_time: 0.002, memory: 8470, top1_acc: 0.3729, top5_acc: 0.6303, loss_cls: 2.8158, loss: 2.8158, grad_norm: 1.1785 2020-08-18 06:49:30,856 - mmaction - INFO - Epoch [124][620/627] lr: 3.184e-01, eta: 1 day, 7:53:08, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.3686, top5_acc: 0.6242, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.1928 2020-08-18 06:49:39,722 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-08-18 06:50:11,994 - mmaction - INFO - Epoch [125][20/627] lr: 3.147e-01, eta: 1 day, 7:52:23, time: 1.552, data_time: 0.351, memory: 8470, top1_acc: 0.3704, top5_acc: 0.6182, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.2096 2020-08-18 06:50:39,766 - mmaction - INFO - Epoch [125][40/627] lr: 3.147e-01, eta: 1 day, 7:51:56, time: 1.389, data_time: 0.003, memory: 8470, top1_acc: 0.3780, top5_acc: 0.6249, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.1603 2020-08-18 06:51:07,124 - mmaction - INFO - Epoch [125][60/627] lr: 3.147e-01, eta: 1 day, 7:51:27, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.3694, top5_acc: 0.6230, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.2115 2020-08-18 06:51:33,683 - mmaction - INFO - Epoch [125][80/627] lr: 3.147e-01, eta: 1 day, 7:50:58, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.3759, top5_acc: 0.6270, loss_cls: 2.8276, loss: 2.8276, grad_norm: 1.1778 2020-08-18 06:52:00,341 - mmaction - INFO - Epoch [125][100/627] lr: 3.147e-01, eta: 1 day, 7:50:30, time: 1.333, data_time: 0.004, memory: 8470, top1_acc: 0.3754, top5_acc: 0.6237, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.1896 2020-08-18 06:52:27,362 - mmaction - INFO - Epoch [125][120/627] lr: 3.147e-01, eta: 1 day, 7:50:01, time: 1.350, data_time: 0.002, memory: 8470, top1_acc: 0.3665, top5_acc: 0.6171, loss_cls: 2.8731, loss: 2.8731, grad_norm: 1.1803 2020-08-18 06:52:55,502 - mmaction - INFO - Epoch [125][140/627] lr: 3.147e-01, eta: 1 day, 7:49:34, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3763, top5_acc: 0.6240, loss_cls: 2.8402, loss: 2.8402, grad_norm: 1.1687 2020-08-18 06:53:21,828 - mmaction - INFO - Epoch [125][160/627] lr: 3.147e-01, eta: 1 day, 7:49:05, time: 1.317, data_time: 0.007, memory: 8470, top1_acc: 0.3784, top5_acc: 0.6225, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.1901 2020-08-18 06:53:48,223 - mmaction - INFO - Epoch [125][180/627] lr: 3.147e-01, eta: 1 day, 7:48:35, time: 1.320, data_time: 0.002, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6113, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.1834 2020-08-18 06:54:14,641 - mmaction - INFO - Epoch [125][200/627] lr: 3.147e-01, eta: 1 day, 7:48:06, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6229, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.1772 2020-08-18 06:54:41,837 - mmaction - INFO - Epoch [125][220/627] lr: 3.147e-01, eta: 1 day, 7:47:38, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6132, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.1934 2020-08-18 06:55:08,704 - mmaction - INFO - Epoch [125][240/627] lr: 3.147e-01, eta: 1 day, 7:47:09, time: 1.343, data_time: 0.004, memory: 8470, top1_acc: 0.3701, top5_acc: 0.6221, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.1727 2020-08-18 06:55:35,143 - mmaction - INFO - Epoch [125][260/627] lr: 3.147e-01, eta: 1 day, 7:46:40, time: 1.322, data_time: 0.002, memory: 8470, top1_acc: 0.3753, top5_acc: 0.6210, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.2004 2020-08-18 06:56:01,896 - mmaction - INFO - Epoch [125][280/627] lr: 3.147e-01, eta: 1 day, 7:46:11, time: 1.335, data_time: 0.004, memory: 8470, top1_acc: 0.3652, top5_acc: 0.6180, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.1882 2020-08-18 06:56:27,863 - mmaction - INFO - Epoch [125][300/627] lr: 3.147e-01, eta: 1 day, 7:45:42, time: 1.300, data_time: 0.006, memory: 8470, top1_acc: 0.3710, top5_acc: 0.6194, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.1807 2020-08-18 06:56:55,771 - mmaction - INFO - Epoch [125][320/627] lr: 3.147e-01, eta: 1 day, 7:45:14, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3747, top5_acc: 0.6214, loss_cls: 2.8501, loss: 2.8501, grad_norm: 1.1660 2020-08-18 06:57:22,141 - mmaction - INFO - Epoch [125][340/627] lr: 3.147e-01, eta: 1 day, 7:44:45, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.3668, top5_acc: 0.6229, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.1737 2020-08-18 06:57:48,223 - mmaction - INFO - Epoch [125][360/627] lr: 3.147e-01, eta: 1 day, 7:44:16, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.3697, top5_acc: 0.6229, loss_cls: 2.8596, loss: 2.8596, grad_norm: 1.1941 2020-08-18 06:58:15,160 - mmaction - INFO - Epoch [125][380/627] lr: 3.147e-01, eta: 1 day, 7:43:47, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.3652, top5_acc: 0.6105, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.1860 2020-08-18 06:58:42,621 - mmaction - INFO - Epoch [125][400/627] lr: 3.147e-01, eta: 1 day, 7:43:19, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6242, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.1706 2020-08-18 06:59:09,454 - mmaction - INFO - Epoch [125][420/627] lr: 3.147e-01, eta: 1 day, 7:42:50, time: 1.340, data_time: 0.003, memory: 8470, top1_acc: 0.3684, top5_acc: 0.6211, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.1931 2020-08-18 06:59:36,904 - mmaction - INFO - Epoch [125][440/627] lr: 3.147e-01, eta: 1 day, 7:42:22, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6241, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.1929 2020-08-18 07:00:08,419 - mmaction - INFO - Epoch [125][460/627] lr: 3.147e-01, eta: 1 day, 7:41:59, time: 1.570, data_time: 0.006, memory: 8470, top1_acc: 0.3771, top5_acc: 0.6260, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.1917 2020-08-18 07:00:33,827 - mmaction - INFO - Epoch [125][480/627] lr: 3.147e-01, eta: 1 day, 7:41:28, time: 1.277, data_time: 0.011, memory: 8470, top1_acc: 0.3690, top5_acc: 0.6241, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.1820 2020-08-18 07:01:00,818 - mmaction - INFO - Epoch [125][500/627] lr: 3.147e-01, eta: 1 day, 7:41:00, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.3656, top5_acc: 0.6223, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.1861 2020-08-18 07:01:28,389 - mmaction - INFO - Epoch [125][520/627] lr: 3.147e-01, eta: 1 day, 7:40:32, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3650, top5_acc: 0.6165, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.1915 2020-08-18 07:01:55,524 - mmaction - INFO - Epoch [125][540/627] lr: 3.147e-01, eta: 1 day, 7:40:04, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3708, top5_acc: 0.6216, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.1665 2020-08-18 07:02:21,667 - mmaction - INFO - Epoch [125][560/627] lr: 3.147e-01, eta: 1 day, 7:39:34, time: 1.308, data_time: 0.006, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6163, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.1893 2020-08-18 07:02:50,696 - mmaction - INFO - Epoch [125][580/627] lr: 3.147e-01, eta: 1 day, 7:39:08, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.3651, top5_acc: 0.6195, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.2003 2020-08-18 07:03:15,922 - mmaction - INFO - Epoch [125][600/627] lr: 3.147e-01, eta: 1 day, 7:38:38, time: 1.259, data_time: 0.005, memory: 8470, top1_acc: 0.3707, top5_acc: 0.6117, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.1705 2020-08-18 07:03:42,762 - mmaction - INFO - Epoch [125][620/627] lr: 3.147e-01, eta: 1 day, 7:38:09, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.3743, top5_acc: 0.6139, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.1727 2020-08-18 07:04:26,368 - mmaction - INFO - Epoch [126][20/627] lr: 3.110e-01, eta: 1 day, 7:37:29, time: 1.768, data_time: 0.554, memory: 8470, top1_acc: 0.3779, top5_acc: 0.6221, loss_cls: 2.8416, loss: 2.8416, grad_norm: 1.1867 2020-08-18 07:04:53,298 - mmaction - INFO - Epoch [126][40/627] lr: 3.110e-01, eta: 1 day, 7:37:01, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3855, top5_acc: 0.6344, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.1858 2020-08-18 07:05:18,733 - mmaction - INFO - Epoch [126][60/627] lr: 3.110e-01, eta: 1 day, 7:36:31, time: 1.270, data_time: 0.005, memory: 8470, top1_acc: 0.3698, top5_acc: 0.6178, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.2066 2020-08-18 07:05:45,993 - mmaction - INFO - Epoch [126][80/627] lr: 3.110e-01, eta: 1 day, 7:36:02, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3620, top5_acc: 0.6173, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.1793 2020-08-18 07:06:13,831 - mmaction - INFO - Epoch [126][100/627] lr: 3.110e-01, eta: 1 day, 7:35:35, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3798, top5_acc: 0.6375, loss_cls: 2.7801, loss: 2.7801, grad_norm: 1.1825 2020-08-18 07:06:40,296 - mmaction - INFO - Epoch [126][120/627] lr: 3.110e-01, eta: 1 day, 7:35:06, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6198, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.2102 2020-08-18 07:07:06,524 - mmaction - INFO - Epoch [126][140/627] lr: 3.110e-01, eta: 1 day, 7:34:36, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.3681, top5_acc: 0.6236, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.1885 2020-08-18 07:07:33,891 - mmaction - INFO - Epoch [126][160/627] lr: 3.110e-01, eta: 1 day, 7:34:08, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3714, top5_acc: 0.6201, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.1636 2020-08-18 07:08:01,229 - mmaction - INFO - Epoch [126][180/627] lr: 3.110e-01, eta: 1 day, 7:33:40, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.3635, top5_acc: 0.6120, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.1873 2020-08-18 07:08:28,904 - mmaction - INFO - Epoch [126][200/627] lr: 3.110e-01, eta: 1 day, 7:33:12, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6273, loss_cls: 2.8443, loss: 2.8443, grad_norm: 1.1953 2020-08-18 07:08:56,162 - mmaction - INFO - Epoch [126][220/627] lr: 3.110e-01, eta: 1 day, 7:32:44, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.3654, top5_acc: 0.6253, loss_cls: 2.8550, loss: 2.8550, grad_norm: 1.1987 2020-08-18 07:09:22,934 - mmaction - INFO - Epoch [126][240/627] lr: 3.110e-01, eta: 1 day, 7:32:16, time: 1.339, data_time: 0.002, memory: 8470, top1_acc: 0.3727, top5_acc: 0.6210, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.2134 2020-08-18 07:09:50,888 - mmaction - INFO - Epoch [126][260/627] lr: 3.110e-01, eta: 1 day, 7:31:48, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3698, top5_acc: 0.6234, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.1791 2020-08-18 07:10:17,362 - mmaction - INFO - Epoch [126][280/627] lr: 3.110e-01, eta: 1 day, 7:31:19, time: 1.322, data_time: 0.006, memory: 8470, top1_acc: 0.3815, top5_acc: 0.6281, loss_cls: 2.8231, loss: 2.8231, grad_norm: 1.1682 2020-08-18 07:10:45,482 - mmaction - INFO - Epoch [126][300/627] lr: 3.110e-01, eta: 1 day, 7:30:52, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6276, loss_cls: 2.8237, loss: 2.8237, grad_norm: 1.2021 2020-08-18 07:11:12,944 - mmaction - INFO - Epoch [126][320/627] lr: 3.110e-01, eta: 1 day, 7:30:24, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3871, top5_acc: 0.6350, loss_cls: 2.7560, loss: 2.7560, grad_norm: 1.2031 2020-08-18 07:11:40,915 - mmaction - INFO - Epoch [126][340/627] lr: 3.110e-01, eta: 1 day, 7:29:56, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3659, top5_acc: 0.6206, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.2240 2020-08-18 07:12:06,162 - mmaction - INFO - Epoch [126][360/627] lr: 3.110e-01, eta: 1 day, 7:29:26, time: 1.260, data_time: 0.005, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6199, loss_cls: 2.8587, loss: 2.8587, grad_norm: 1.2038 2020-08-18 07:12:33,031 - mmaction - INFO - Epoch [126][380/627] lr: 3.110e-01, eta: 1 day, 7:28:57, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.3693, top5_acc: 0.6247, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.1856 2020-08-18 07:13:01,610 - mmaction - INFO - Epoch [126][400/627] lr: 3.110e-01, eta: 1 day, 7:28:30, time: 1.427, data_time: 0.004, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6241, loss_cls: 2.8121, loss: 2.8121, grad_norm: 1.1869 2020-08-18 07:13:28,520 - mmaction - INFO - Epoch [126][420/627] lr: 3.110e-01, eta: 1 day, 7:28:02, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.3758, top5_acc: 0.6187, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.2054 2020-08-18 07:13:55,150 - mmaction - INFO - Epoch [126][440/627] lr: 3.110e-01, eta: 1 day, 7:27:33, time: 1.334, data_time: 0.007, memory: 8470, top1_acc: 0.3632, top5_acc: 0.6242, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.2097 2020-08-18 07:14:22,072 - mmaction - INFO - Epoch [126][460/627] lr: 3.110e-01, eta: 1 day, 7:27:04, time: 1.346, data_time: 0.007, memory: 8470, top1_acc: 0.3710, top5_acc: 0.6189, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.1858 2020-08-18 07:14:49,125 - mmaction - INFO - Epoch [126][480/627] lr: 3.110e-01, eta: 1 day, 7:26:36, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3671, top5_acc: 0.6105, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.1966 2020-08-18 07:15:16,087 - mmaction - INFO - Epoch [126][500/627] lr: 3.110e-01, eta: 1 day, 7:26:08, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.3770, top5_acc: 0.6264, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.1898 2020-08-18 07:15:43,515 - mmaction - INFO - Epoch [126][520/627] lr: 3.110e-01, eta: 1 day, 7:25:40, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.3710, top5_acc: 0.6177, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.1643 2020-08-18 07:16:10,184 - mmaction - INFO - Epoch [126][540/627] lr: 3.110e-01, eta: 1 day, 7:25:11, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6297, loss_cls: 2.8260, loss: 2.8260, grad_norm: 1.1652 2020-08-18 07:16:37,209 - mmaction - INFO - Epoch [126][560/627] lr: 3.110e-01, eta: 1 day, 7:24:42, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3736, top5_acc: 0.6245, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.1978 2020-08-18 07:17:04,158 - mmaction - INFO - Epoch [126][580/627] lr: 3.110e-01, eta: 1 day, 7:24:14, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3775, top5_acc: 0.6125, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.2020 2020-08-18 07:17:32,206 - mmaction - INFO - Epoch [126][600/627] lr: 3.110e-01, eta: 1 day, 7:23:46, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3655, top5_acc: 0.6210, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.1918 2020-08-18 07:18:00,830 - mmaction - INFO - Epoch [126][620/627] lr: 3.110e-01, eta: 1 day, 7:23:20, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3646, top5_acc: 0.6109, loss_cls: 2.8936, loss: 2.8936, grad_norm: 1.1896 2020-08-18 07:18:42,764 - mmaction - INFO - Epoch [127][20/627] lr: 3.074e-01, eta: 1 day, 7:22:36, time: 1.588, data_time: 0.393, memory: 8470, top1_acc: 0.3629, top5_acc: 0.6164, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.1856 2020-08-18 07:19:10,375 - mmaction - INFO - Epoch [127][40/627] lr: 3.074e-01, eta: 1 day, 7:22:09, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3729, top5_acc: 0.6211, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.1831 2020-08-18 07:19:37,750 - mmaction - INFO - Epoch [127][60/627] lr: 3.074e-01, eta: 1 day, 7:21:40, time: 1.368, data_time: 0.001, memory: 8470, top1_acc: 0.3728, top5_acc: 0.6184, loss_cls: 2.8594, loss: 2.8594, grad_norm: 1.1693 2020-08-18 07:20:05,201 - mmaction - INFO - Epoch [127][80/627] lr: 3.074e-01, eta: 1 day, 7:21:12, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.3704, top5_acc: 0.6273, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.1949 2020-08-18 07:20:33,496 - mmaction - INFO - Epoch [127][100/627] lr: 3.074e-01, eta: 1 day, 7:20:45, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.3746, top5_acc: 0.6232, loss_cls: 2.8320, loss: 2.8320, grad_norm: 1.1803 2020-08-18 07:21:02,198 - mmaction - INFO - Epoch [127][120/627] lr: 3.074e-01, eta: 1 day, 7:20:19, time: 1.435, data_time: 0.007, memory: 8470, top1_acc: 0.3681, top5_acc: 0.6168, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.1865 2020-08-18 07:21:31,512 - mmaction - INFO - Epoch [127][140/627] lr: 3.074e-01, eta: 1 day, 7:19:52, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3829, top5_acc: 0.6268, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.1930 2020-08-18 07:22:00,596 - mmaction - INFO - Epoch [127][160/627] lr: 3.074e-01, eta: 1 day, 7:19:26, time: 1.453, data_time: 0.007, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6290, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.1845 2020-08-18 07:22:30,219 - mmaction - INFO - Epoch [127][180/627] lr: 3.074e-01, eta: 1 day, 7:19:00, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.3746, top5_acc: 0.6279, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.2113 2020-08-18 07:22:59,569 - mmaction - INFO - Epoch [127][200/627] lr: 3.074e-01, eta: 1 day, 7:18:34, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.3729, top5_acc: 0.6245, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.2059 2020-08-18 07:23:28,723 - mmaction - INFO - Epoch [127][220/627] lr: 3.074e-01, eta: 1 day, 7:18:08, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.3677, top5_acc: 0.6202, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.1924 2020-08-18 07:23:57,879 - mmaction - INFO - Epoch [127][240/627] lr: 3.074e-01, eta: 1 day, 7:17:42, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.3729, top5_acc: 0.6258, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.1729 2020-08-18 07:24:27,177 - mmaction - INFO - Epoch [127][260/627] lr: 3.074e-01, eta: 1 day, 7:17:16, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6223, loss_cls: 2.8370, loss: 2.8370, grad_norm: 1.1842 2020-08-18 07:24:56,124 - mmaction - INFO - Epoch [127][280/627] lr: 3.074e-01, eta: 1 day, 7:16:49, time: 1.446, data_time: 0.004, memory: 8470, top1_acc: 0.3635, top5_acc: 0.6120, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.1909 2020-08-18 07:25:25,429 - mmaction - INFO - Epoch [127][300/627] lr: 3.074e-01, eta: 1 day, 7:16:23, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.3885, top5_acc: 0.6312, loss_cls: 2.8022, loss: 2.8022, grad_norm: 1.1763 2020-08-18 07:25:54,630 - mmaction - INFO - Epoch [127][320/627] lr: 3.074e-01, eta: 1 day, 7:15:57, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.3678, top5_acc: 0.6194, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.1986 2020-08-18 07:26:24,280 - mmaction - INFO - Epoch [127][340/627] lr: 3.074e-01, eta: 1 day, 7:15:31, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.3831, top5_acc: 0.6342, loss_cls: 2.7983, loss: 2.7983, grad_norm: 1.1811 2020-08-18 07:26:51,705 - mmaction - INFO - Epoch [127][360/627] lr: 3.074e-01, eta: 1 day, 7:15:03, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6305, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.2033 2020-08-18 07:27:20,887 - mmaction - INFO - Epoch [127][380/627] lr: 3.074e-01, eta: 1 day, 7:14:37, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6249, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.2090 2020-08-18 07:27:49,854 - mmaction - INFO - Epoch [127][400/627] lr: 3.074e-01, eta: 1 day, 7:14:10, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6185, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.1766 2020-08-18 07:28:18,677 - mmaction - INFO - Epoch [127][420/627] lr: 3.074e-01, eta: 1 day, 7:13:44, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3695, top5_acc: 0.6182, loss_cls: 2.8573, loss: 2.8573, grad_norm: 1.2012 2020-08-18 07:28:47,008 - mmaction - INFO - Epoch [127][440/627] lr: 3.074e-01, eta: 1 day, 7:13:17, time: 1.416, data_time: 0.002, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6227, loss_cls: 2.8246, loss: 2.8246, grad_norm: 1.1918 2020-08-18 07:29:16,089 - mmaction - INFO - Epoch [127][460/627] lr: 3.074e-01, eta: 1 day, 7:12:50, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.3741, top5_acc: 0.6275, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.2095 2020-08-18 07:29:44,408 - mmaction - INFO - Epoch [127][480/627] lr: 3.074e-01, eta: 1 day, 7:12:23, time: 1.415, data_time: 0.003, memory: 8470, top1_acc: 0.3680, top5_acc: 0.6225, loss_cls: 2.8529, loss: 2.8529, grad_norm: 1.1988 2020-08-18 07:30:13,579 - mmaction - INFO - Epoch [127][500/627] lr: 3.074e-01, eta: 1 day, 7:11:57, time: 1.458, data_time: 0.006, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6152, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.1931 2020-08-18 07:30:42,679 - mmaction - INFO - Epoch [127][520/627] lr: 3.074e-01, eta: 1 day, 7:11:31, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3632, top5_acc: 0.6159, loss_cls: 2.8871, loss: 2.8871, grad_norm: 1.2100 2020-08-18 07:31:10,577 - mmaction - INFO - Epoch [127][540/627] lr: 3.074e-01, eta: 1 day, 7:11:03, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.3695, top5_acc: 0.6238, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.1736 2020-08-18 07:31:38,826 - mmaction - INFO - Epoch [127][560/627] lr: 3.074e-01, eta: 1 day, 7:10:36, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3715, top5_acc: 0.6294, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.1821 2020-08-18 07:32:07,124 - mmaction - INFO - Epoch [127][580/627] lr: 3.074e-01, eta: 1 day, 7:10:09, time: 1.415, data_time: 0.002, memory: 8470, top1_acc: 0.3703, top5_acc: 0.6237, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.2110 2020-08-18 07:32:34,729 - mmaction - INFO - Epoch [127][600/627] lr: 3.074e-01, eta: 1 day, 7:09:41, time: 1.378, data_time: 0.004, memory: 8470, top1_acc: 0.3661, top5_acc: 0.6186, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.1939 2020-08-18 07:33:03,063 - mmaction - INFO - Epoch [127][620/627] lr: 3.074e-01, eta: 1 day, 7:09:14, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3749, top5_acc: 0.6212, loss_cls: 2.8405, loss: 2.8405, grad_norm: 1.1842 2020-08-18 07:33:44,914 - mmaction - INFO - Epoch [128][20/627] lr: 3.037e-01, eta: 1 day, 7:08:32, time: 1.641, data_time: 0.412, memory: 8470, top1_acc: 0.3736, top5_acc: 0.6242, loss_cls: 2.8289, loss: 2.8289, grad_norm: 1.2018 2020-08-18 07:34:11,816 - mmaction - INFO - Epoch [128][40/627] lr: 3.037e-01, eta: 1 day, 7:08:03, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.3767, top5_acc: 0.6272, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.1957 2020-08-18 07:34:39,747 - mmaction - INFO - Epoch [128][60/627] lr: 3.037e-01, eta: 1 day, 7:07:36, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6249, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.2044 2020-08-18 07:35:08,831 - mmaction - INFO - Epoch [128][80/627] lr: 3.037e-01, eta: 1 day, 7:07:09, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6207, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.2034 2020-08-18 07:35:36,956 - mmaction - INFO - Epoch [128][100/627] lr: 3.037e-01, eta: 1 day, 7:06:42, time: 1.406, data_time: 0.002, memory: 8470, top1_acc: 0.3794, top5_acc: 0.6366, loss_cls: 2.7974, loss: 2.7974, grad_norm: 1.2070 2020-08-18 07:36:04,211 - mmaction - INFO - Epoch [128][120/627] lr: 3.037e-01, eta: 1 day, 7:06:14, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3757, top5_acc: 0.6293, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.2045 2020-08-18 07:36:32,413 - mmaction - INFO - Epoch [128][140/627] lr: 3.037e-01, eta: 1 day, 7:05:46, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6318, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.2240 2020-08-18 07:36:59,932 - mmaction - INFO - Epoch [128][160/627] lr: 3.037e-01, eta: 1 day, 7:05:18, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6220, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.2059 2020-08-18 07:37:28,318 - mmaction - INFO - Epoch [128][180/627] lr: 3.037e-01, eta: 1 day, 7:04:51, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6246, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.2060 2020-08-18 07:37:56,755 - mmaction - INFO - Epoch [128][200/627] lr: 3.037e-01, eta: 1 day, 7:04:24, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.3651, top5_acc: 0.6250, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.2059 2020-08-18 07:38:24,774 - mmaction - INFO - Epoch [128][220/627] lr: 3.037e-01, eta: 1 day, 7:03:57, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3788, top5_acc: 0.6315, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.1880 2020-08-18 07:38:52,001 - mmaction - INFO - Epoch [128][240/627] lr: 3.037e-01, eta: 1 day, 7:03:29, time: 1.362, data_time: 0.002, memory: 8470, top1_acc: 0.3758, top5_acc: 0.6202, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.1957 2020-08-18 07:39:20,322 - mmaction - INFO - Epoch [128][260/627] lr: 3.037e-01, eta: 1 day, 7:03:02, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3703, top5_acc: 0.6255, loss_cls: 2.8378, loss: 2.8378, grad_norm: 1.1938 2020-08-18 07:39:49,604 - mmaction - INFO - Epoch [128][280/627] lr: 3.037e-01, eta: 1 day, 7:02:35, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.3915, top5_acc: 0.6382, loss_cls: 2.7545, loss: 2.7545, grad_norm: 1.2079 2020-08-18 07:40:17,451 - mmaction - INFO - Epoch [128][300/627] lr: 3.037e-01, eta: 1 day, 7:02:08, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6337, loss_cls: 2.7887, loss: 2.7887, grad_norm: 1.1842 2020-08-18 07:40:45,847 - mmaction - INFO - Epoch [128][320/627] lr: 3.037e-01, eta: 1 day, 7:01:41, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3760, top5_acc: 0.6259, loss_cls: 2.8275, loss: 2.8275, grad_norm: 1.1971 2020-08-18 07:41:14,461 - mmaction - INFO - Epoch [128][340/627] lr: 3.037e-01, eta: 1 day, 7:01:14, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6199, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.2032 2020-08-18 07:41:43,579 - mmaction - INFO - Epoch [128][360/627] lr: 3.037e-01, eta: 1 day, 7:00:48, time: 1.453, data_time: 0.004, memory: 8470, top1_acc: 0.3783, top5_acc: 0.6262, loss_cls: 2.8005, loss: 2.8005, grad_norm: 1.1941 2020-08-18 07:42:12,876 - mmaction - INFO - Epoch [128][380/627] lr: 3.037e-01, eta: 1 day, 7:00:21, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.3711, top5_acc: 0.6201, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.2343 2020-08-18 07:42:42,379 - mmaction - INFO - Epoch [128][400/627] lr: 3.037e-01, eta: 1 day, 6:59:55, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.3797, top5_acc: 0.6215, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.1938 2020-08-18 07:43:10,464 - mmaction - INFO - Epoch [128][420/627] lr: 3.037e-01, eta: 1 day, 6:59:28, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3747, top5_acc: 0.6268, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.1895 2020-08-18 07:43:38,443 - mmaction - INFO - Epoch [128][440/627] lr: 3.037e-01, eta: 1 day, 6:59:01, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6233, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.2185 2020-08-18 07:44:06,249 - mmaction - INFO - Epoch [128][460/627] lr: 3.037e-01, eta: 1 day, 6:58:33, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6328, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.2192 2020-08-18 07:44:33,705 - mmaction - INFO - Epoch [128][480/627] lr: 3.037e-01, eta: 1 day, 6:58:05, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.3806, top5_acc: 0.6294, loss_cls: 2.8114, loss: 2.8114, grad_norm: 1.2002 2020-08-18 07:45:02,652 - mmaction - INFO - Epoch [128][500/627] lr: 3.037e-01, eta: 1 day, 6:57:38, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6242, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.2102 2020-08-18 07:45:29,307 - mmaction - INFO - Epoch [128][520/627] lr: 3.037e-01, eta: 1 day, 6:57:10, time: 1.334, data_time: 0.004, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6225, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.1974 2020-08-18 07:45:57,003 - mmaction - INFO - Epoch [128][540/627] lr: 3.037e-01, eta: 1 day, 6:56:42, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6194, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.1831 2020-08-18 07:46:24,171 - mmaction - INFO - Epoch [128][560/627] lr: 3.037e-01, eta: 1 day, 6:56:14, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.3689, top5_acc: 0.6171, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.1951 2020-08-18 07:46:52,662 - mmaction - INFO - Epoch [128][580/627] lr: 3.037e-01, eta: 1 day, 6:55:47, time: 1.424, data_time: 0.002, memory: 8470, top1_acc: 0.3720, top5_acc: 0.6203, loss_cls: 2.8471, loss: 2.8471, grad_norm: 1.2066 2020-08-18 07:47:20,317 - mmaction - INFO - Epoch [128][600/627] lr: 3.037e-01, eta: 1 day, 6:55:19, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6160, loss_cls: 2.8826, loss: 2.8826, grad_norm: 1.2115 2020-08-18 07:47:48,059 - mmaction - INFO - Epoch [128][620/627] lr: 3.037e-01, eta: 1 day, 6:54:51, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6174, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.2025 2020-08-18 07:47:56,909 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-08-18 07:48:29,300 - mmaction - INFO - Epoch [129][20/627] lr: 3.000e-01, eta: 1 day, 6:54:06, time: 1.512, data_time: 0.315, memory: 8470, top1_acc: 0.3777, top5_acc: 0.6270, loss_cls: 2.8168, loss: 2.8168, grad_norm: 1.1872 2020-08-18 07:48:56,421 - mmaction - INFO - Epoch [129][40/627] lr: 3.000e-01, eta: 1 day, 6:53:38, time: 1.361, data_time: 0.008, memory: 8470, top1_acc: 0.3852, top5_acc: 0.6342, loss_cls: 2.7610, loss: 2.7610, grad_norm: 1.2002 2020-08-18 07:49:23,922 - mmaction - INFO - Epoch [129][60/627] lr: 3.000e-01, eta: 1 day, 6:53:10, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.3853, top5_acc: 0.6283, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.2144 2020-08-18 07:49:50,989 - mmaction - INFO - Epoch [129][80/627] lr: 3.000e-01, eta: 1 day, 6:52:42, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.3767, top5_acc: 0.6303, loss_cls: 2.8231, loss: 2.8231, grad_norm: 1.2119 2020-08-18 07:50:18,967 - mmaction - INFO - Epoch [129][100/627] lr: 3.000e-01, eta: 1 day, 6:52:14, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6306, loss_cls: 2.8092, loss: 2.8092, grad_norm: 1.2082 2020-08-18 07:50:46,841 - mmaction - INFO - Epoch [129][120/627] lr: 3.000e-01, eta: 1 day, 6:51:47, time: 1.398, data_time: 0.007, memory: 8470, top1_acc: 0.3852, top5_acc: 0.6251, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.2073 2020-08-18 07:51:15,142 - mmaction - INFO - Epoch [129][140/627] lr: 3.000e-01, eta: 1 day, 6:51:20, time: 1.414, data_time: 0.004, memory: 8470, top1_acc: 0.3767, top5_acc: 0.6272, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.2121 2020-08-18 07:51:43,171 - mmaction - INFO - Epoch [129][160/627] lr: 3.000e-01, eta: 1 day, 6:50:52, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.3727, top5_acc: 0.6311, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.2394 2020-08-18 07:52:11,993 - mmaction - INFO - Epoch [129][180/627] lr: 3.000e-01, eta: 1 day, 6:50:26, time: 1.441, data_time: 0.002, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6314, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.2133 2020-08-18 07:52:38,765 - mmaction - INFO - Epoch [129][200/627] lr: 3.000e-01, eta: 1 day, 6:49:57, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.3773, top5_acc: 0.6241, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.2033 2020-08-18 07:53:06,421 - mmaction - INFO - Epoch [129][220/627] lr: 3.000e-01, eta: 1 day, 6:49:29, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3810, top5_acc: 0.6368, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.2255 2020-08-18 07:53:33,564 - mmaction - INFO - Epoch [129][240/627] lr: 3.000e-01, eta: 1 day, 6:49:01, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.3773, top5_acc: 0.6243, loss_cls: 2.8364, loss: 2.8364, grad_norm: 1.2130 2020-08-18 07:54:00,492 - mmaction - INFO - Epoch [129][260/627] lr: 3.000e-01, eta: 1 day, 6:48:32, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6228, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.1984 2020-08-18 07:54:27,543 - mmaction - INFO - Epoch [129][280/627] lr: 3.000e-01, eta: 1 day, 6:48:04, time: 1.353, data_time: 0.009, memory: 8470, top1_acc: 0.3841, top5_acc: 0.6299, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.2148 2020-08-18 07:54:54,778 - mmaction - INFO - Epoch [129][300/627] lr: 3.000e-01, eta: 1 day, 6:47:36, time: 1.359, data_time: 0.006, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6327, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.2166 2020-08-18 07:55:23,304 - mmaction - INFO - Epoch [129][320/627] lr: 3.000e-01, eta: 1 day, 6:47:09, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.3699, top5_acc: 0.6201, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.2083 2020-08-18 07:55:49,123 - mmaction - INFO - Epoch [129][340/627] lr: 3.000e-01, eta: 1 day, 6:46:39, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.3723, top5_acc: 0.6230, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.1938 2020-08-18 07:56:15,422 - mmaction - INFO - Epoch [129][360/627] lr: 3.000e-01, eta: 1 day, 6:46:10, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.3898, top5_acc: 0.6310, loss_cls: 2.8088, loss: 2.8088, grad_norm: 1.1986 2020-08-18 07:56:43,434 - mmaction - INFO - Epoch [129][380/627] lr: 3.000e-01, eta: 1 day, 6:45:42, time: 1.399, data_time: 0.004, memory: 8470, top1_acc: 0.3734, top5_acc: 0.6191, loss_cls: 2.8603, loss: 2.8603, grad_norm: 1.2123 2020-08-18 07:57:09,708 - mmaction - INFO - Epoch [129][400/627] lr: 3.000e-01, eta: 1 day, 6:45:13, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.3870, top5_acc: 0.6352, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.1972 2020-08-18 07:57:36,673 - mmaction - INFO - Epoch [129][420/627] lr: 3.000e-01, eta: 1 day, 6:44:45, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.3793, top5_acc: 0.6262, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.1921 2020-08-18 07:58:03,457 - mmaction - INFO - Epoch [129][440/627] lr: 3.000e-01, eta: 1 day, 6:44:16, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6309, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.1995 2020-08-18 07:58:30,066 - mmaction - INFO - Epoch [129][460/627] lr: 3.000e-01, eta: 1 day, 6:43:47, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.3719, top5_acc: 0.6217, loss_cls: 2.8519, loss: 2.8519, grad_norm: 1.2391 2020-08-18 07:58:56,872 - mmaction - INFO - Epoch [129][480/627] lr: 3.000e-01, eta: 1 day, 6:43:19, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.3754, top5_acc: 0.6281, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.2035 2020-08-18 07:59:23,055 - mmaction - INFO - Epoch [129][500/627] lr: 3.000e-01, eta: 1 day, 6:42:49, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6341, loss_cls: 2.7968, loss: 2.7968, grad_norm: 1.1820 2020-08-18 07:59:49,632 - mmaction - INFO - Epoch [129][520/627] lr: 3.000e-01, eta: 1 day, 6:42:21, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.3711, top5_acc: 0.6229, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.2157 2020-08-18 08:00:20,098 - mmaction - INFO - Epoch [129][540/627] lr: 3.000e-01, eta: 1 day, 6:41:55, time: 1.513, data_time: 0.003, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6289, loss_cls: 2.8252, loss: 2.8252, grad_norm: 1.2077 2020-08-18 08:00:45,774 - mmaction - INFO - Epoch [129][560/627] lr: 3.000e-01, eta: 1 day, 6:41:26, time: 1.294, data_time: 0.022, memory: 8470, top1_acc: 0.3695, top5_acc: 0.6229, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.2043 2020-08-18 08:01:11,924 - mmaction - INFO - Epoch [129][580/627] lr: 3.000e-01, eta: 1 day, 6:40:56, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.3728, top5_acc: 0.6190, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.2039 2020-08-18 08:01:37,674 - mmaction - INFO - Epoch [129][600/627] lr: 3.000e-01, eta: 1 day, 6:40:27, time: 1.286, data_time: 0.007, memory: 8470, top1_acc: 0.3661, top5_acc: 0.6223, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.1970 2020-08-18 08:02:03,974 - mmaction - INFO - Epoch [129][620/627] lr: 3.000e-01, eta: 1 day, 6:39:58, time: 1.317, data_time: 0.006, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6253, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.1924 2020-08-18 08:02:48,770 - mmaction - INFO - Epoch [130][20/627] lr: 2.963e-01, eta: 1 day, 6:39:19, time: 1.787, data_time: 0.618, memory: 8470, top1_acc: 0.3770, top5_acc: 0.6329, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.1972 2020-08-18 08:03:13,547 - mmaction - INFO - Epoch [130][40/627] lr: 2.963e-01, eta: 1 day, 6:38:48, time: 1.241, data_time: 0.006, memory: 8470, top1_acc: 0.3816, top5_acc: 0.6298, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.1930 2020-08-18 08:03:39,941 - mmaction - INFO - Epoch [130][60/627] lr: 2.963e-01, eta: 1 day, 6:38:19, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.3790, top5_acc: 0.6319, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.2363 2020-08-18 08:04:07,031 - mmaction - INFO - Epoch [130][80/627] lr: 2.963e-01, eta: 1 day, 6:37:51, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.3751, top5_acc: 0.6323, loss_cls: 2.8122, loss: 2.8122, grad_norm: 1.2232 2020-08-18 08:04:32,563 - mmaction - INFO - Epoch [130][100/627] lr: 2.963e-01, eta: 1 day, 6:37:21, time: 1.275, data_time: 0.007, memory: 8470, top1_acc: 0.3771, top5_acc: 0.6316, loss_cls: 2.8044, loss: 2.8044, grad_norm: 1.2141 2020-08-18 08:04:59,817 - mmaction - INFO - Epoch [130][120/627] lr: 2.963e-01, eta: 1 day, 6:36:53, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.3819, top5_acc: 0.6285, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.2096 2020-08-18 08:05:25,028 - mmaction - INFO - Epoch [130][140/627] lr: 2.963e-01, eta: 1 day, 6:36:22, time: 1.258, data_time: 0.005, memory: 8470, top1_acc: 0.3828, top5_acc: 0.6409, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.1978 2020-08-18 08:05:53,025 - mmaction - INFO - Epoch [130][160/627] lr: 2.963e-01, eta: 1 day, 6:35:55, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3753, top5_acc: 0.6214, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.2449 2020-08-18 08:06:20,553 - mmaction - INFO - Epoch [130][180/627] lr: 2.963e-01, eta: 1 day, 6:35:27, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.3802, top5_acc: 0.6323, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.1846 2020-08-18 08:06:46,846 - mmaction - INFO - Epoch [130][200/627] lr: 2.963e-01, eta: 1 day, 6:34:58, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.3783, top5_acc: 0.6277, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.2318 2020-08-18 08:07:14,283 - mmaction - INFO - Epoch [130][220/627] lr: 2.963e-01, eta: 1 day, 6:34:30, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6279, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.2176 2020-08-18 08:07:41,642 - mmaction - INFO - Epoch [130][240/627] lr: 2.963e-01, eta: 1 day, 6:34:02, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6319, loss_cls: 2.7797, loss: 2.7797, grad_norm: 1.1782 2020-08-18 08:08:08,196 - mmaction - INFO - Epoch [130][260/627] lr: 2.963e-01, eta: 1 day, 6:33:33, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.3892, top5_acc: 0.6352, loss_cls: 2.7806, loss: 2.7806, grad_norm: 1.2267 2020-08-18 08:08:35,435 - mmaction - INFO - Epoch [130][280/627] lr: 2.963e-01, eta: 1 day, 6:33:05, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.3780, top5_acc: 0.6324, loss_cls: 2.8059, loss: 2.8059, grad_norm: 1.2278 2020-08-18 08:09:02,006 - mmaction - INFO - Epoch [130][300/627] lr: 2.963e-01, eta: 1 day, 6:32:36, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6266, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.2199 2020-08-18 08:09:29,666 - mmaction - INFO - Epoch [130][320/627] lr: 2.963e-01, eta: 1 day, 6:32:08, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3789, top5_acc: 0.6279, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.2119 2020-08-18 08:09:55,933 - mmaction - INFO - Epoch [130][340/627] lr: 2.963e-01, eta: 1 day, 6:31:39, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.3770, top5_acc: 0.6296, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.2191 2020-08-18 08:10:23,729 - mmaction - INFO - Epoch [130][360/627] lr: 2.963e-01, eta: 1 day, 6:31:11, time: 1.391, data_time: 0.004, memory: 8470, top1_acc: 0.3678, top5_acc: 0.6193, loss_cls: 2.8707, loss: 2.8707, grad_norm: 1.2022 2020-08-18 08:10:50,151 - mmaction - INFO - Epoch [130][380/627] lr: 2.963e-01, eta: 1 day, 6:30:42, time: 1.319, data_time: 0.004, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6242, loss_cls: 2.8198, loss: 2.8198, grad_norm: 1.2070 2020-08-18 08:11:16,914 - mmaction - INFO - Epoch [130][400/627] lr: 2.963e-01, eta: 1 day, 6:30:14, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3628, top5_acc: 0.6223, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.2259 2020-08-18 08:11:42,537 - mmaction - INFO - Epoch [130][420/627] lr: 2.963e-01, eta: 1 day, 6:29:44, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.2033 2020-08-18 08:12:09,591 - mmaction - INFO - Epoch [130][440/627] lr: 2.963e-01, eta: 1 day, 6:29:16, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.3792, top5_acc: 0.6311, loss_cls: 2.7979, loss: 2.7979, grad_norm: 1.2003 2020-08-18 08:12:37,462 - mmaction - INFO - Epoch [130][460/627] lr: 2.963e-01, eta: 1 day, 6:28:48, time: 1.392, data_time: 0.004, memory: 8470, top1_acc: 0.3991, top5_acc: 0.6409, loss_cls: 2.7404, loss: 2.7404, grad_norm: 1.2066 2020-08-18 08:13:03,283 - mmaction - INFO - Epoch [130][480/627] lr: 2.963e-01, eta: 1 day, 6:28:18, time: 1.292, data_time: 0.005, memory: 8470, top1_acc: 0.3816, top5_acc: 0.6306, loss_cls: 2.7840, loss: 2.7840, grad_norm: 1.2063 2020-08-18 08:13:30,223 - mmaction - INFO - Epoch [130][500/627] lr: 2.963e-01, eta: 1 day, 6:27:50, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.3750, top5_acc: 0.6223, loss_cls: 2.8397, loss: 2.8397, grad_norm: 1.2174 2020-08-18 08:13:58,065 - mmaction - INFO - Epoch [130][520/627] lr: 2.963e-01, eta: 1 day, 6:27:22, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3728, top5_acc: 0.6264, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.2249 2020-08-18 08:14:23,885 - mmaction - INFO - Epoch [130][540/627] lr: 2.963e-01, eta: 1 day, 6:26:53, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6187, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.2351 2020-08-18 08:14:51,086 - mmaction - INFO - Epoch [130][560/627] lr: 2.963e-01, eta: 1 day, 6:26:25, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6227, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.1864 2020-08-18 08:15:16,777 - mmaction - INFO - Epoch [130][580/627] lr: 2.963e-01, eta: 1 day, 6:25:55, time: 1.283, data_time: 0.005, memory: 8470, top1_acc: 0.3712, top5_acc: 0.6217, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.2157 2020-08-18 08:15:44,942 - mmaction - INFO - Epoch [130][600/627] lr: 2.963e-01, eta: 1 day, 6:25:28, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.3790, top5_acc: 0.6303, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.2144 2020-08-18 08:16:12,167 - mmaction - INFO - Epoch [130][620/627] lr: 2.963e-01, eta: 1 day, 6:24:59, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.3863, top5_acc: 0.6307, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.1959 2020-08-18 08:16:54,233 - mmaction - INFO - Epoch [131][20/627] lr: 2.926e-01, eta: 1 day, 6:24:17, time: 1.628, data_time: 0.413, memory: 8470, top1_acc: 0.3863, top5_acc: 0.6348, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.1937 2020-08-18 08:17:20,334 - mmaction - INFO - Epoch [131][40/627] lr: 2.926e-01, eta: 1 day, 6:23:48, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3757, top5_acc: 0.6191, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.2320 2020-08-18 08:17:46,740 - mmaction - INFO - Epoch [131][60/627] lr: 2.926e-01, eta: 1 day, 6:23:19, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6336, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.2217 2020-08-18 08:18:14,412 - mmaction - INFO - Epoch [131][80/627] lr: 2.926e-01, eta: 1 day, 6:22:51, time: 1.384, data_time: 0.004, memory: 8470, top1_acc: 0.3846, top5_acc: 0.6344, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.2337 2020-08-18 08:18:42,774 - mmaction - INFO - Epoch [131][100/627] lr: 2.926e-01, eta: 1 day, 6:22:24, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.3725, top5_acc: 0.6233, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.2065 2020-08-18 08:19:08,881 - mmaction - INFO - Epoch [131][120/627] lr: 2.926e-01, eta: 1 day, 6:21:55, time: 1.306, data_time: 0.004, memory: 8470, top1_acc: 0.3841, top5_acc: 0.6290, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.2194 2020-08-18 08:19:35,967 - mmaction - INFO - Epoch [131][140/627] lr: 2.926e-01, eta: 1 day, 6:21:27, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6408, loss_cls: 2.7549, loss: 2.7549, grad_norm: 1.2292 2020-08-18 08:20:02,905 - mmaction - INFO - Epoch [131][160/627] lr: 2.926e-01, eta: 1 day, 6:20:58, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3786, top5_acc: 0.6228, loss_cls: 2.8438, loss: 2.8438, grad_norm: 1.2127 2020-08-18 08:20:30,229 - mmaction - INFO - Epoch [131][180/627] lr: 2.926e-01, eta: 1 day, 6:20:30, time: 1.366, data_time: 0.003, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6276, loss_cls: 2.8213, loss: 2.8213, grad_norm: 1.2096 2020-08-18 08:20:56,952 - mmaction - INFO - Epoch [131][200/627] lr: 2.926e-01, eta: 1 day, 6:20:01, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3717, top5_acc: 0.6333, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.2438 2020-08-18 08:21:23,316 - mmaction - INFO - Epoch [131][220/627] lr: 2.926e-01, eta: 1 day, 6:19:32, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6358, loss_cls: 2.7796, loss: 2.7796, grad_norm: 1.2128 2020-08-18 08:21:50,498 - mmaction - INFO - Epoch [131][240/627] lr: 2.926e-01, eta: 1 day, 6:19:04, time: 1.358, data_time: 0.004, memory: 8470, top1_acc: 0.3689, top5_acc: 0.6229, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.2441 2020-08-18 08:22:18,286 - mmaction - INFO - Epoch [131][260/627] lr: 2.926e-01, eta: 1 day, 6:18:36, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.3724, top5_acc: 0.6237, loss_cls: 2.8500, loss: 2.8500, grad_norm: 1.2159 2020-08-18 08:22:44,854 - mmaction - INFO - Epoch [131][280/627] lr: 2.926e-01, eta: 1 day, 6:18:08, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.3805, top5_acc: 0.6259, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.2160 2020-08-18 08:23:11,644 - mmaction - INFO - Epoch [131][300/627] lr: 2.926e-01, eta: 1 day, 6:17:39, time: 1.342, data_time: 0.007, memory: 8470, top1_acc: 0.3753, top5_acc: 0.6234, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.2223 2020-08-18 08:23:37,973 - mmaction - INFO - Epoch [131][320/627] lr: 2.926e-01, eta: 1 day, 6:17:10, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.3777, top5_acc: 0.6366, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.2198 2020-08-18 08:24:05,261 - mmaction - INFO - Epoch [131][340/627] lr: 2.926e-01, eta: 1 day, 6:16:42, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.3905, top5_acc: 0.6389, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.2219 2020-08-18 08:24:33,176 - mmaction - INFO - Epoch [131][360/627] lr: 2.926e-01, eta: 1 day, 6:16:14, time: 1.393, data_time: 0.004, memory: 8470, top1_acc: 0.3762, top5_acc: 0.6212, loss_cls: 2.8448, loss: 2.8448, grad_norm: 1.2014 2020-08-18 08:25:00,070 - mmaction - INFO - Epoch [131][380/627] lr: 2.926e-01, eta: 1 day, 6:15:46, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.3829, top5_acc: 0.6332, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.2153 2020-08-18 08:25:26,916 - mmaction - INFO - Epoch [131][400/627] lr: 2.926e-01, eta: 1 day, 6:15:17, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.3801, top5_acc: 0.6397, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.2343 2020-08-18 08:25:53,374 - mmaction - INFO - Epoch [131][420/627] lr: 2.926e-01, eta: 1 day, 6:14:48, time: 1.322, data_time: 0.006, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6275, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.2201 2020-08-18 08:26:20,765 - mmaction - INFO - Epoch [131][440/627] lr: 2.926e-01, eta: 1 day, 6:14:20, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3854, top5_acc: 0.6290, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.2094 2020-08-18 08:26:48,152 - mmaction - INFO - Epoch [131][460/627] lr: 2.926e-01, eta: 1 day, 6:13:52, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3754, top5_acc: 0.6191, loss_cls: 2.8367, loss: 2.8367, grad_norm: 1.2281 2020-08-18 08:27:17,881 - mmaction - INFO - Epoch [131][480/627] lr: 2.926e-01, eta: 1 day, 6:13:26, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3793, top5_acc: 0.6271, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.2090 2020-08-18 08:27:45,473 - mmaction - INFO - Epoch [131][500/627] lr: 2.926e-01, eta: 1 day, 6:12:59, time: 1.381, data_time: 0.003, memory: 8470, top1_acc: 0.3727, top5_acc: 0.6208, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.2183 2020-08-18 08:28:11,743 - mmaction - INFO - Epoch [131][520/627] lr: 2.926e-01, eta: 1 day, 6:12:30, time: 1.312, data_time: 0.004, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6345, loss_cls: 2.7994, loss: 2.7994, grad_norm: 1.2169 2020-08-18 08:28:38,084 - mmaction - INFO - Epoch [131][540/627] lr: 2.926e-01, eta: 1 day, 6:12:01, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.3797, top5_acc: 0.6310, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.2154 2020-08-18 08:29:05,952 - mmaction - INFO - Epoch [131][560/627] lr: 2.926e-01, eta: 1 day, 6:11:33, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.3762, top5_acc: 0.6253, loss_cls: 2.8267, loss: 2.8267, grad_norm: 1.2198 2020-08-18 08:29:32,708 - mmaction - INFO - Epoch [131][580/627] lr: 2.926e-01, eta: 1 day, 6:11:04, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3790, top5_acc: 0.6301, loss_cls: 2.8107, loss: 2.8107, grad_norm: 1.2224 2020-08-18 08:30:00,888 - mmaction - INFO - Epoch [131][600/627] lr: 2.926e-01, eta: 1 day, 6:10:37, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6254, loss_cls: 2.8160, loss: 2.8160, grad_norm: 1.2139 2020-08-18 08:30:26,934 - mmaction - INFO - Epoch [131][620/627] lr: 2.926e-01, eta: 1 day, 6:10:08, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.3904, top5_acc: 0.6357, loss_cls: 2.7948, loss: 2.7948, grad_norm: 1.2208 2020-08-18 08:31:08,059 - mmaction - INFO - Epoch [132][20/627] lr: 2.890e-01, eta: 1 day, 6:09:26, time: 1.642, data_time: 0.397, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6333, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.2267 2020-08-18 08:31:33,873 - mmaction - INFO - Epoch [132][40/627] lr: 2.890e-01, eta: 1 day, 6:08:57, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6298, loss_cls: 2.8012, loss: 2.8012, grad_norm: 1.2453 2020-08-18 08:32:00,087 - mmaction - INFO - Epoch [132][60/627] lr: 2.890e-01, eta: 1 day, 6:08:27, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.3810, top5_acc: 0.6316, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.2261 2020-08-18 08:32:26,882 - mmaction - INFO - Epoch [132][80/627] lr: 2.890e-01, eta: 1 day, 6:07:59, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3724, top5_acc: 0.6245, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.2115 2020-08-18 08:32:55,173 - mmaction - INFO - Epoch [132][100/627] lr: 2.890e-01, eta: 1 day, 6:07:32, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.3810, top5_acc: 0.6230, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.2294 2020-08-18 08:33:22,543 - mmaction - INFO - Epoch [132][120/627] lr: 2.890e-01, eta: 1 day, 6:07:04, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.3839, top5_acc: 0.6302, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.2197 2020-08-18 08:33:49,862 - mmaction - INFO - Epoch [132][140/627] lr: 2.890e-01, eta: 1 day, 6:06:36, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.3863, top5_acc: 0.6358, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.2365 2020-08-18 08:34:16,836 - mmaction - INFO - Epoch [132][160/627] lr: 2.890e-01, eta: 1 day, 6:06:07, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6314, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.2212 2020-08-18 08:34:42,773 - mmaction - INFO - Epoch [132][180/627] lr: 2.890e-01, eta: 1 day, 6:05:38, time: 1.298, data_time: 0.005, memory: 8470, top1_acc: 0.3816, top5_acc: 0.6259, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.2111 2020-08-18 08:35:09,929 - mmaction - INFO - Epoch [132][200/627] lr: 2.890e-01, eta: 1 day, 6:05:10, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3846, top5_acc: 0.6284, loss_cls: 2.7851, loss: 2.7851, grad_norm: 1.2261 2020-08-18 08:35:37,019 - mmaction - INFO - Epoch [132][220/627] lr: 2.890e-01, eta: 1 day, 6:04:41, time: 1.354, data_time: 0.001, memory: 8470, top1_acc: 0.3815, top5_acc: 0.6318, loss_cls: 2.7952, loss: 2.7952, grad_norm: 1.2217 2020-08-18 08:36:03,158 - mmaction - INFO - Epoch [132][240/627] lr: 2.890e-01, eta: 1 day, 6:04:12, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6309, loss_cls: 2.7910, loss: 2.7910, grad_norm: 1.2263 2020-08-18 08:36:30,107 - mmaction - INFO - Epoch [132][260/627] lr: 2.890e-01, eta: 1 day, 6:03:44, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6415, loss_cls: 2.7362, loss: 2.7362, grad_norm: 1.2260 2020-08-18 08:36:57,284 - mmaction - INFO - Epoch [132][280/627] lr: 2.890e-01, eta: 1 day, 6:03:15, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6354, loss_cls: 2.8024, loss: 2.8024, grad_norm: 1.2479 2020-08-18 08:37:24,403 - mmaction - INFO - Epoch [132][300/627] lr: 2.890e-01, eta: 1 day, 6:02:47, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3806, top5_acc: 0.6290, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.2450 2020-08-18 08:37:51,336 - mmaction - INFO - Epoch [132][320/627] lr: 2.890e-01, eta: 1 day, 6:02:19, time: 1.345, data_time: 0.004, memory: 8470, top1_acc: 0.3770, top5_acc: 0.6277, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.2402 2020-08-18 08:38:19,509 - mmaction - INFO - Epoch [132][340/627] lr: 2.890e-01, eta: 1 day, 6:01:51, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.3801, top5_acc: 0.6376, loss_cls: 2.7781, loss: 2.7781, grad_norm: 1.2340 2020-08-18 08:38:45,609 - mmaction - INFO - Epoch [132][360/627] lr: 2.890e-01, eta: 1 day, 6:01:22, time: 1.305, data_time: 0.002, memory: 8470, top1_acc: 0.3736, top5_acc: 0.6223, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.2384 2020-08-18 08:39:12,305 - mmaction - INFO - Epoch [132][380/627] lr: 2.890e-01, eta: 1 day, 6:00:53, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6312, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.2230 2020-08-18 08:39:39,669 - mmaction - INFO - Epoch [132][400/627] lr: 2.890e-01, eta: 1 day, 6:00:25, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3783, top5_acc: 0.6322, loss_cls: 2.7986, loss: 2.7986, grad_norm: 1.2448 2020-08-18 08:40:06,465 - mmaction - INFO - Epoch [132][420/627] lr: 2.890e-01, eta: 1 day, 5:59:57, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6249, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.2349 2020-08-18 08:40:33,561 - mmaction - INFO - Epoch [132][440/627] lr: 2.890e-01, eta: 1 day, 5:59:29, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.3750, top5_acc: 0.6243, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.2073 2020-08-18 08:41:00,131 - mmaction - INFO - Epoch [132][460/627] lr: 2.890e-01, eta: 1 day, 5:59:00, time: 1.330, data_time: 0.003, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6233, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.1925 2020-08-18 08:41:26,899 - mmaction - INFO - Epoch [132][480/627] lr: 2.890e-01, eta: 1 day, 5:58:31, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3905, top5_acc: 0.6293, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.2438 2020-08-18 08:41:53,970 - mmaction - INFO - Epoch [132][500/627] lr: 2.890e-01, eta: 1 day, 5:58:03, time: 1.353, data_time: 0.003, memory: 8470, top1_acc: 0.3751, top5_acc: 0.6286, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.2092 2020-08-18 08:42:20,723 - mmaction - INFO - Epoch [132][520/627] lr: 2.890e-01, eta: 1 day, 5:57:34, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.3841, top5_acc: 0.6251, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.1991 2020-08-18 08:42:46,891 - mmaction - INFO - Epoch [132][540/627] lr: 2.890e-01, eta: 1 day, 5:57:05, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.3798, top5_acc: 0.6221, loss_cls: 2.8277, loss: 2.8277, grad_norm: 1.2117 2020-08-18 08:43:14,669 - mmaction - INFO - Epoch [132][560/627] lr: 2.890e-01, eta: 1 day, 5:56:37, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.3806, top5_acc: 0.6348, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.2150 2020-08-18 08:43:41,441 - mmaction - INFO - Epoch [132][580/627] lr: 2.890e-01, eta: 1 day, 5:56:09, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.3822, top5_acc: 0.6342, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.2328 2020-08-18 08:44:09,426 - mmaction - INFO - Epoch [132][600/627] lr: 2.890e-01, eta: 1 day, 5:55:41, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6297, loss_cls: 2.8231, loss: 2.8231, grad_norm: 1.2250 2020-08-18 08:44:36,637 - mmaction - INFO - Epoch [132][620/627] lr: 2.890e-01, eta: 1 day, 5:55:13, time: 1.364, data_time: 0.007, memory: 8470, top1_acc: 0.3874, top5_acc: 0.6405, loss_cls: 2.7629, loss: 2.7629, grad_norm: 1.2215 2020-08-18 08:44:44,686 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-08-18 08:45:15,120 - mmaction - INFO - Epoch [133][20/627] lr: 2.853e-01, eta: 1 day, 5:54:29, time: 1.488, data_time: 0.390, memory: 8470, top1_acc: 0.3780, top5_acc: 0.6366, loss_cls: 2.7660, loss: 2.7660, grad_norm: 1.2321 2020-08-18 08:45:41,501 - mmaction - INFO - Epoch [133][40/627] lr: 2.853e-01, eta: 1 day, 5:54:00, time: 1.322, data_time: 0.007, memory: 8470, top1_acc: 0.3859, top5_acc: 0.6339, loss_cls: 2.7919, loss: 2.7919, grad_norm: 1.2068 2020-08-18 08:46:09,143 - mmaction - INFO - Epoch [133][60/627] lr: 2.853e-01, eta: 1 day, 5:53:32, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3883, top5_acc: 0.6396, loss_cls: 2.7594, loss: 2.7594, grad_norm: 1.2326 2020-08-18 08:46:35,700 - mmaction - INFO - Epoch [133][80/627] lr: 2.853e-01, eta: 1 day, 5:53:03, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.3868, top5_acc: 0.6383, loss_cls: 2.7679, loss: 2.7679, grad_norm: 1.2372 2020-08-18 08:47:03,512 - mmaction - INFO - Epoch [133][100/627] lr: 2.853e-01, eta: 1 day, 5:52:36, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.3892, top5_acc: 0.6402, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.2288 2020-08-18 08:47:30,796 - mmaction - INFO - Epoch [133][120/627] lr: 2.853e-01, eta: 1 day, 5:52:08, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6353, loss_cls: 2.7805, loss: 2.7805, grad_norm: 1.2208 2020-08-18 08:47:57,496 - mmaction - INFO - Epoch [133][140/627] lr: 2.853e-01, eta: 1 day, 5:51:39, time: 1.333, data_time: 0.004, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6385, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.2439 2020-08-18 08:48:24,008 - mmaction - INFO - Epoch [133][160/627] lr: 2.853e-01, eta: 1 day, 5:51:10, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6336, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.2315 2020-08-18 08:48:50,300 - mmaction - INFO - Epoch [133][180/627] lr: 2.853e-01, eta: 1 day, 5:50:41, time: 1.315, data_time: 0.002, memory: 8470, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.2275 2020-08-18 08:49:18,238 - mmaction - INFO - Epoch [133][200/627] lr: 2.853e-01, eta: 1 day, 5:50:14, time: 1.395, data_time: 0.004, memory: 8470, top1_acc: 0.3839, top5_acc: 0.6456, loss_cls: 2.7674, loss: 2.7674, grad_norm: 1.2258 2020-08-18 08:49:44,475 - mmaction - INFO - Epoch [133][220/627] lr: 2.853e-01, eta: 1 day, 5:49:45, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6353, loss_cls: 2.7828, loss: 2.7828, grad_norm: 1.2485 2020-08-18 08:50:10,829 - mmaction - INFO - Epoch [133][240/627] lr: 2.853e-01, eta: 1 day, 5:49:16, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6267, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.2142 2020-08-18 08:50:38,219 - mmaction - INFO - Epoch [133][260/627] lr: 2.853e-01, eta: 1 day, 5:48:48, time: 1.369, data_time: 0.002, memory: 8470, top1_acc: 0.3792, top5_acc: 0.6326, loss_cls: 2.7986, loss: 2.7986, grad_norm: 1.2291 2020-08-18 08:51:03,455 - mmaction - INFO - Epoch [133][280/627] lr: 2.853e-01, eta: 1 day, 5:48:18, time: 1.260, data_time: 0.005, memory: 8470, top1_acc: 0.3741, top5_acc: 0.6214, loss_cls: 2.8325, loss: 2.8325, grad_norm: 1.2427 2020-08-18 08:51:29,881 - mmaction - INFO - Epoch [133][300/627] lr: 2.853e-01, eta: 1 day, 5:47:49, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.3867, top5_acc: 0.6395, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.2592 2020-08-18 08:51:57,086 - mmaction - INFO - Epoch [133][320/627] lr: 2.853e-01, eta: 1 day, 5:47:21, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.3827, top5_acc: 0.6267, loss_cls: 2.8066, loss: 2.8066, grad_norm: 1.2237 2020-08-18 08:52:22,142 - mmaction - INFO - Epoch [133][340/627] lr: 2.853e-01, eta: 1 day, 5:46:50, time: 1.256, data_time: 0.007, memory: 8470, top1_acc: 0.3768, top5_acc: 0.6297, loss_cls: 2.8057, loss: 2.8057, grad_norm: 1.2229 2020-08-18 08:52:47,513 - mmaction - INFO - Epoch [133][360/627] lr: 2.853e-01, eta: 1 day, 5:46:21, time: 1.269, data_time: 0.002, memory: 8470, top1_acc: 0.3754, top5_acc: 0.6348, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.2306 2020-08-18 08:53:13,665 - mmaction - INFO - Epoch [133][380/627] lr: 2.853e-01, eta: 1 day, 5:45:51, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.3773, top5_acc: 0.6318, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.2384 2020-08-18 08:53:39,801 - mmaction - INFO - Epoch [133][400/627] lr: 2.853e-01, eta: 1 day, 5:45:22, time: 1.308, data_time: 0.006, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6374, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.2204 2020-08-18 08:54:05,144 - mmaction - INFO - Epoch [133][420/627] lr: 2.853e-01, eta: 1 day, 5:44:52, time: 1.266, data_time: 0.005, memory: 8470, top1_acc: 0.3745, top5_acc: 0.6280, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.2409 2020-08-18 08:54:31,932 - mmaction - INFO - Epoch [133][440/627] lr: 2.853e-01, eta: 1 day, 5:44:24, time: 1.341, data_time: 0.030, memory: 8470, top1_acc: 0.3792, top5_acc: 0.6312, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.2274 2020-08-18 08:54:58,841 - mmaction - INFO - Epoch [133][460/627] lr: 2.853e-01, eta: 1 day, 5:43:55, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.3896, top5_acc: 0.6393, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.2141 2020-08-18 08:55:25,582 - mmaction - INFO - Epoch [133][480/627] lr: 2.853e-01, eta: 1 day, 5:43:27, time: 1.338, data_time: 0.004, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6337, loss_cls: 2.7834, loss: 2.7834, grad_norm: 1.2548 2020-08-18 08:55:50,603 - mmaction - INFO - Epoch [133][500/627] lr: 2.853e-01, eta: 1 day, 5:42:57, time: 1.249, data_time: 0.005, memory: 8470, top1_acc: 0.3732, top5_acc: 0.6225, loss_cls: 2.8262, loss: 2.8262, grad_norm: 1.2326 2020-08-18 08:56:15,521 - mmaction - INFO - Epoch [133][520/627] lr: 2.853e-01, eta: 1 day, 5:42:26, time: 1.248, data_time: 0.005, memory: 8470, top1_acc: 0.3760, top5_acc: 0.6294, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.2497 2020-08-18 08:56:42,526 - mmaction - INFO - Epoch [133][540/627] lr: 2.853e-01, eta: 1 day, 5:41:58, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.3788, top5_acc: 0.6322, loss_cls: 2.8102, loss: 2.8102, grad_norm: 1.2352 2020-08-18 08:57:07,650 - mmaction - INFO - Epoch [133][560/627] lr: 2.853e-01, eta: 1 day, 5:41:28, time: 1.258, data_time: 0.006, memory: 8470, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.2382 2020-08-18 08:57:34,588 - mmaction - INFO - Epoch [133][580/627] lr: 2.853e-01, eta: 1 day, 5:40:59, time: 1.345, data_time: 0.004, memory: 8470, top1_acc: 0.3879, top5_acc: 0.6372, loss_cls: 2.7726, loss: 2.7726, grad_norm: 1.2366 2020-08-18 08:58:01,387 - mmaction - INFO - Epoch [133][600/627] lr: 2.853e-01, eta: 1 day, 5:40:31, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.3814, top5_acc: 0.6353, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.2416 2020-08-18 08:58:26,846 - mmaction - INFO - Epoch [133][620/627] lr: 2.853e-01, eta: 1 day, 5:40:01, time: 1.272, data_time: 0.005, memory: 8470, top1_acc: 0.3777, top5_acc: 0.6245, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.2227 2020-08-18 08:59:06,878 - mmaction - INFO - Epoch [134][20/627] lr: 2.816e-01, eta: 1 day, 5:39:18, time: 1.554, data_time: 0.407, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6214, loss_cls: 2.8382, loss: 2.8382, grad_norm: 1.2313 2020-08-18 08:59:32,410 - mmaction - INFO - Epoch [134][40/627] lr: 2.816e-01, eta: 1 day, 5:38:48, time: 1.279, data_time: 0.007, memory: 8470, top1_acc: 0.3854, top5_acc: 0.6401, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.2425 2020-08-18 09:00:01,153 - mmaction - INFO - Epoch [134][60/627] lr: 2.816e-01, eta: 1 day, 5:38:22, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3898, top5_acc: 0.6361, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.2501 2020-08-18 09:00:30,215 - mmaction - INFO - Epoch [134][80/627] lr: 2.816e-01, eta: 1 day, 5:37:55, time: 1.443, data_time: 0.004, memory: 8470, top1_acc: 0.3884, top5_acc: 0.6384, loss_cls: 2.7360, loss: 2.7360, grad_norm: 1.2086 2020-08-18 09:00:56,845 - mmaction - INFO - Epoch [134][100/627] lr: 2.816e-01, eta: 1 day, 5:37:27, time: 1.342, data_time: 0.027, memory: 8470, top1_acc: 0.3879, top5_acc: 0.6367, loss_cls: 2.7694, loss: 2.7694, grad_norm: 1.2426 2020-08-18 09:01:22,378 - mmaction - INFO - Epoch [134][120/627] lr: 2.816e-01, eta: 1 day, 5:36:57, time: 1.277, data_time: 0.003, memory: 8470, top1_acc: 0.3880, top5_acc: 0.6392, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.2161 2020-08-18 09:01:48,996 - mmaction - INFO - Epoch [134][140/627] lr: 2.816e-01, eta: 1 day, 5:36:28, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.3831, top5_acc: 0.6315, loss_cls: 2.7912, loss: 2.7912, grad_norm: 1.2179 2020-08-18 09:02:16,832 - mmaction - INFO - Epoch [134][160/627] lr: 2.816e-01, eta: 1 day, 5:36:01, time: 1.395, data_time: 0.007, memory: 8470, top1_acc: 0.3763, top5_acc: 0.6271, loss_cls: 2.8179, loss: 2.8179, grad_norm: 1.2302 2020-08-18 09:02:41,967 - mmaction - INFO - Epoch [134][180/627] lr: 2.816e-01, eta: 1 day, 5:35:31, time: 1.256, data_time: 0.007, memory: 8470, top1_acc: 0.3826, top5_acc: 0.6375, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.2215 2020-08-18 09:03:07,908 - mmaction - INFO - Epoch [134][200/627] lr: 2.816e-01, eta: 1 day, 5:35:01, time: 1.296, data_time: 0.003, memory: 8470, top1_acc: 0.3880, top5_acc: 0.6348, loss_cls: 2.7748, loss: 2.7748, grad_norm: 1.2555 2020-08-18 09:03:34,639 - mmaction - INFO - Epoch [134][220/627] lr: 2.816e-01, eta: 1 day, 5:34:33, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.3706, top5_acc: 0.6281, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.2378 2020-08-18 09:04:00,436 - mmaction - INFO - Epoch [134][240/627] lr: 2.816e-01, eta: 1 day, 5:34:03, time: 1.288, data_time: 0.005, memory: 8470, top1_acc: 0.3887, top5_acc: 0.6354, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.2091 2020-08-18 09:04:25,961 - mmaction - INFO - Epoch [134][260/627] lr: 2.816e-01, eta: 1 day, 5:33:34, time: 1.278, data_time: 0.005, memory: 8470, top1_acc: 0.3921, top5_acc: 0.6387, loss_cls: 2.7591, loss: 2.7591, grad_norm: 1.2410 2020-08-18 09:04:52,574 - mmaction - INFO - Epoch [134][280/627] lr: 2.816e-01, eta: 1 day, 5:33:05, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.3815, top5_acc: 0.6333, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.2307 2020-08-18 09:05:17,345 - mmaction - INFO - Epoch [134][300/627] lr: 2.816e-01, eta: 1 day, 5:32:35, time: 1.242, data_time: 0.007, memory: 8470, top1_acc: 0.3855, top5_acc: 0.6348, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.2312 2020-08-18 09:05:43,467 - mmaction - INFO - Epoch [134][320/627] lr: 2.816e-01, eta: 1 day, 5:32:05, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.3848, top5_acc: 0.6365, loss_cls: 2.7842, loss: 2.7842, grad_norm: 1.2636 2020-08-18 09:06:09,118 - mmaction - INFO - Epoch [134][340/627] lr: 2.816e-01, eta: 1 day, 5:31:36, time: 1.281, data_time: 0.004, memory: 8470, top1_acc: 0.3704, top5_acc: 0.6323, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.2572 2020-08-18 09:06:34,775 - mmaction - INFO - Epoch [134][360/627] lr: 2.816e-01, eta: 1 day, 5:31:06, time: 1.284, data_time: 0.008, memory: 8470, top1_acc: 0.3772, top5_acc: 0.6324, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.2431 2020-08-18 09:07:00,195 - mmaction - INFO - Epoch [134][380/627] lr: 2.816e-01, eta: 1 day, 5:30:37, time: 1.273, data_time: 0.005, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6307, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.2464 2020-08-18 09:07:26,853 - mmaction - INFO - Epoch [134][400/627] lr: 2.816e-01, eta: 1 day, 5:30:08, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.3897, top5_acc: 0.6311, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.2343 2020-08-18 09:07:54,628 - mmaction - INFO - Epoch [134][420/627] lr: 2.816e-01, eta: 1 day, 5:29:40, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3733, top5_acc: 0.6228, loss_cls: 2.8551, loss: 2.8551, grad_norm: 1.2505 2020-08-18 09:08:20,524 - mmaction - INFO - Epoch [134][440/627] lr: 2.816e-01, eta: 1 day, 5:29:11, time: 1.297, data_time: 0.006, memory: 8470, top1_acc: 0.3844, top5_acc: 0.6323, loss_cls: 2.8062, loss: 2.8062, grad_norm: 1.2293 2020-08-18 09:08:47,470 - mmaction - INFO - Epoch [134][460/627] lr: 2.816e-01, eta: 1 day, 5:28:43, time: 1.348, data_time: 0.003, memory: 8470, top1_acc: 0.3794, top5_acc: 0.6284, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.2401 2020-08-18 09:09:13,105 - mmaction - INFO - Epoch [134][480/627] lr: 2.816e-01, eta: 1 day, 5:28:13, time: 1.280, data_time: 0.004, memory: 8470, top1_acc: 0.3846, top5_acc: 0.6312, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.2431 2020-08-18 09:09:39,085 - mmaction - INFO - Epoch [134][500/627] lr: 2.816e-01, eta: 1 day, 5:27:44, time: 1.301, data_time: 0.005, memory: 8470, top1_acc: 0.3823, top5_acc: 0.6359, loss_cls: 2.7958, loss: 2.7958, grad_norm: 1.2571 2020-08-18 09:10:07,062 - mmaction - INFO - Epoch [134][520/627] lr: 2.816e-01, eta: 1 day, 5:27:16, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3865, top5_acc: 0.6277, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.2479 2020-08-18 09:10:32,373 - mmaction - INFO - Epoch [134][540/627] lr: 2.816e-01, eta: 1 day, 5:26:47, time: 1.266, data_time: 0.002, memory: 8470, top1_acc: 0.3862, top5_acc: 0.6395, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.2524 2020-08-18 09:10:58,655 - mmaction - INFO - Epoch [134][560/627] lr: 2.816e-01, eta: 1 day, 5:26:18, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.3797, top5_acc: 0.6329, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.2399 2020-08-18 09:11:23,638 - mmaction - INFO - Epoch [134][580/627] lr: 2.816e-01, eta: 1 day, 5:25:47, time: 1.249, data_time: 0.005, memory: 8470, top1_acc: 0.3743, top5_acc: 0.6194, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.2343 2020-08-18 09:11:50,176 - mmaction - INFO - Epoch [134][600/627] lr: 2.816e-01, eta: 1 day, 5:25:19, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3807, top5_acc: 0.6331, loss_cls: 2.7872, loss: 2.7872, grad_norm: 1.2323 2020-08-18 09:12:16,509 - mmaction - INFO - Epoch [134][620/627] lr: 2.816e-01, eta: 1 day, 5:24:50, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.3794, top5_acc: 0.6328, loss_cls: 2.7884, loss: 2.7884, grad_norm: 1.2215 2020-08-18 09:12:58,607 - mmaction - INFO - Epoch [135][20/627] lr: 2.779e-01, eta: 1 day, 5:24:08, time: 1.633, data_time: 0.531, memory: 8470, top1_acc: 0.3750, top5_acc: 0.6207, loss_cls: 2.8566, loss: 2.8566, grad_norm: 1.2289 2020-08-18 09:13:23,013 - mmaction - INFO - Epoch [135][40/627] lr: 2.779e-01, eta: 1 day, 5:23:37, time: 1.223, data_time: 0.006, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6288, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.2362 2020-08-18 09:13:47,717 - mmaction - INFO - Epoch [135][60/627] lr: 2.779e-01, eta: 1 day, 5:23:07, time: 1.233, data_time: 0.006, memory: 8470, top1_acc: 0.3922, top5_acc: 0.6447, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.2244 2020-08-18 09:14:14,155 - mmaction - INFO - Epoch [135][80/627] lr: 2.779e-01, eta: 1 day, 5:22:38, time: 1.324, data_time: 0.007, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6428, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.2278 2020-08-18 09:14:40,182 - mmaction - INFO - Epoch [135][100/627] lr: 2.779e-01, eta: 1 day, 5:22:09, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.3863, top5_acc: 0.6375, loss_cls: 2.7611, loss: 2.7611, grad_norm: 1.2312 2020-08-18 09:15:04,940 - mmaction - INFO - Epoch [135][120/627] lr: 2.779e-01, eta: 1 day, 5:21:39, time: 1.238, data_time: 0.005, memory: 8470, top1_acc: 0.3878, top5_acc: 0.6404, loss_cls: 2.7290, loss: 2.7290, grad_norm: 1.2381 2020-08-18 09:15:34,439 - mmaction - INFO - Epoch [135][140/627] lr: 2.779e-01, eta: 1 day, 5:21:13, time: 1.475, data_time: 0.002, memory: 8470, top1_acc: 0.3872, top5_acc: 0.6313, loss_cls: 2.7767, loss: 2.7767, grad_norm: 1.2498 2020-08-18 09:15:59,921 - mmaction - INFO - Epoch [135][160/627] lr: 2.779e-01, eta: 1 day, 5:20:43, time: 1.271, data_time: 0.006, memory: 8470, top1_acc: 0.3812, top5_acc: 0.6397, loss_cls: 2.7538, loss: 2.7538, grad_norm: 1.2494 2020-08-18 09:16:24,418 - mmaction - INFO - Epoch [135][180/627] lr: 2.779e-01, eta: 1 day, 5:20:13, time: 1.228, data_time: 0.006, memory: 8470, top1_acc: 0.3829, top5_acc: 0.6294, loss_cls: 2.8126, loss: 2.8126, grad_norm: 1.2474 2020-08-18 09:16:51,103 - mmaction - INFO - Epoch [135][200/627] lr: 2.779e-01, eta: 1 day, 5:19:44, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.3904, top5_acc: 0.6424, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.2480 2020-08-18 09:17:16,575 - mmaction - INFO - Epoch [135][220/627] lr: 2.779e-01, eta: 1 day, 5:19:14, time: 1.273, data_time: 0.006, memory: 8470, top1_acc: 0.3852, top5_acc: 0.6337, loss_cls: 2.7820, loss: 2.7820, grad_norm: 1.2361 2020-08-18 09:17:44,144 - mmaction - INFO - Epoch [135][240/627] lr: 2.779e-01, eta: 1 day, 5:18:46, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.3888, top5_acc: 0.6397, loss_cls: 2.7608, loss: 2.7608, grad_norm: 1.2557 2020-08-18 09:18:11,530 - mmaction - INFO - Epoch [135][260/627] lr: 2.779e-01, eta: 1 day, 5:18:19, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.3892, top5_acc: 0.6415, loss_cls: 2.7731, loss: 2.7731, grad_norm: 1.2487 2020-08-18 09:18:37,911 - mmaction - INFO - Epoch [135][280/627] lr: 2.779e-01, eta: 1 day, 5:17:50, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6409, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.2425 2020-08-18 09:19:02,995 - mmaction - INFO - Epoch [135][300/627] lr: 2.779e-01, eta: 1 day, 5:17:20, time: 1.254, data_time: 0.005, memory: 8470, top1_acc: 0.3721, top5_acc: 0.6223, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.2292 2020-08-18 09:19:28,610 - mmaction - INFO - Epoch [135][320/627] lr: 2.779e-01, eta: 1 day, 5:16:50, time: 1.280, data_time: 0.002, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6461, loss_cls: 2.7284, loss: 2.7284, grad_norm: 1.2289 2020-08-18 09:19:55,831 - mmaction - INFO - Epoch [135][340/627] lr: 2.779e-01, eta: 1 day, 5:16:22, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3849, top5_acc: 0.6361, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.2451 2020-08-18 09:20:22,169 - mmaction - INFO - Epoch [135][360/627] lr: 2.779e-01, eta: 1 day, 5:15:53, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6362, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.2353 2020-08-18 09:20:48,350 - mmaction - INFO - Epoch [135][380/627] lr: 2.779e-01, eta: 1 day, 5:15:24, time: 1.309, data_time: 0.007, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6312, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.2543 2020-08-18 09:21:14,277 - mmaction - INFO - Epoch [135][400/627] lr: 2.779e-01, eta: 1 day, 5:14:55, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6276, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.2425 2020-08-18 09:21:40,661 - mmaction - INFO - Epoch [135][420/627] lr: 2.779e-01, eta: 1 day, 5:14:26, time: 1.319, data_time: 0.004, memory: 8470, top1_acc: 0.3814, top5_acc: 0.6314, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.2507 2020-08-18 09:22:06,935 - mmaction - INFO - Epoch [135][440/627] lr: 2.779e-01, eta: 1 day, 5:13:57, time: 1.314, data_time: 0.003, memory: 8470, top1_acc: 0.3852, top5_acc: 0.6299, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.2542 2020-08-18 09:22:33,731 - mmaction - INFO - Epoch [135][460/627] lr: 2.779e-01, eta: 1 day, 5:13:29, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3872, top5_acc: 0.6370, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.2392 2020-08-18 09:23:00,760 - mmaction - INFO - Epoch [135][480/627] lr: 2.779e-01, eta: 1 day, 5:13:00, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.3842, top5_acc: 0.6380, loss_cls: 2.7970, loss: 2.7970, grad_norm: 1.2504 2020-08-18 09:23:25,942 - mmaction - INFO - Epoch [135][500/627] lr: 2.779e-01, eta: 1 day, 5:12:30, time: 1.262, data_time: 0.006, memory: 8470, top1_acc: 0.3773, top5_acc: 0.6314, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.2343 2020-08-18 09:23:53,465 - mmaction - INFO - Epoch [135][520/627] lr: 2.779e-01, eta: 1 day, 5:12:03, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3855, top5_acc: 0.6306, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.2508 2020-08-18 09:24:19,682 - mmaction - INFO - Epoch [135][540/627] lr: 2.779e-01, eta: 1 day, 5:11:34, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.3798, top5_acc: 0.6242, loss_cls: 2.8186, loss: 2.8186, grad_norm: 1.2273 2020-08-18 09:24:45,492 - mmaction - INFO - Epoch [135][560/627] lr: 2.779e-01, eta: 1 day, 5:11:04, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.3747, top5_acc: 0.6276, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.2554 2020-08-18 09:25:13,191 - mmaction - INFO - Epoch [135][580/627] lr: 2.779e-01, eta: 1 day, 5:10:37, time: 1.385, data_time: 0.007, memory: 8470, top1_acc: 0.3799, top5_acc: 0.6299, loss_cls: 2.7935, loss: 2.7935, grad_norm: 1.2385 2020-08-18 09:25:39,280 - mmaction - INFO - Epoch [135][600/627] lr: 2.779e-01, eta: 1 day, 5:10:08, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.3902, top5_acc: 0.6387, loss_cls: 2.7565, loss: 2.7565, grad_norm: 1.2259 2020-08-18 09:26:06,258 - mmaction - INFO - Epoch [135][620/627] lr: 2.779e-01, eta: 1 day, 5:09:39, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.3970, top5_acc: 0.6465, loss_cls: 2.7093, loss: 2.7093, grad_norm: 1.2310 2020-08-18 09:26:46,548 - mmaction - INFO - Epoch [136][20/627] lr: 2.743e-01, eta: 1 day, 5:08:57, time: 1.588, data_time: 0.403, memory: 8470, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7682, loss: 2.7682, grad_norm: 1.2556 2020-08-18 09:27:11,352 - mmaction - INFO - Epoch [136][40/627] lr: 2.743e-01, eta: 1 day, 5:08:27, time: 1.243, data_time: 0.006, memory: 8470, top1_acc: 0.3762, top5_acc: 0.6303, loss_cls: 2.8112, loss: 2.8112, grad_norm: 1.2559 2020-08-18 09:27:38,902 - mmaction - INFO - Epoch [136][60/627] lr: 2.743e-01, eta: 1 day, 5:07:59, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6331, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.2559 2020-08-18 09:28:04,613 - mmaction - INFO - Epoch [136][80/627] lr: 2.743e-01, eta: 1 day, 5:07:29, time: 1.286, data_time: 0.005, memory: 8470, top1_acc: 0.3831, top5_acc: 0.6349, loss_cls: 2.7868, loss: 2.7868, grad_norm: 1.2497 2020-08-18 09:28:30,175 - mmaction - INFO - Epoch [136][100/627] lr: 2.743e-01, eta: 1 day, 5:07:00, time: 1.277, data_time: 0.005, memory: 8470, top1_acc: 0.3909, top5_acc: 0.6293, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.2657 2020-08-18 09:28:54,813 - mmaction - INFO - Epoch [136][120/627] lr: 2.743e-01, eta: 1 day, 5:06:30, time: 1.233, data_time: 0.006, memory: 8470, top1_acc: 0.3779, top5_acc: 0.6296, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.2628 2020-08-18 09:29:23,070 - mmaction - INFO - Epoch [136][140/627] lr: 2.743e-01, eta: 1 day, 5:06:02, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6409, loss_cls: 2.7526, loss: 2.7526, grad_norm: 1.2238 2020-08-18 09:29:47,665 - mmaction - INFO - Epoch [136][160/627] lr: 2.743e-01, eta: 1 day, 5:05:32, time: 1.232, data_time: 0.007, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6290, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.2169 2020-08-18 09:30:14,883 - mmaction - INFO - Epoch [136][180/627] lr: 2.743e-01, eta: 1 day, 5:05:04, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6395, loss_cls: 2.7874, loss: 2.7874, grad_norm: 1.2483 2020-08-18 09:30:39,731 - mmaction - INFO - Epoch [136][200/627] lr: 2.743e-01, eta: 1 day, 5:04:34, time: 1.246, data_time: 0.007, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6378, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.2416 2020-08-18 09:31:06,535 - mmaction - INFO - Epoch [136][220/627] lr: 2.743e-01, eta: 1 day, 5:04:05, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3975, top5_acc: 0.6392, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.2490 2020-08-18 09:31:32,041 - mmaction - INFO - Epoch [136][240/627] lr: 2.743e-01, eta: 1 day, 5:03:36, time: 1.277, data_time: 0.006, memory: 8470, top1_acc: 0.3867, top5_acc: 0.6419, loss_cls: 2.7335, loss: 2.7335, grad_norm: 1.2505 2020-08-18 09:31:57,953 - mmaction - INFO - Epoch [136][260/627] lr: 2.743e-01, eta: 1 day, 5:03:07, time: 1.296, data_time: 0.002, memory: 8470, top1_acc: 0.3901, top5_acc: 0.6382, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.2505 2020-08-18 09:32:25,503 - mmaction - INFO - Epoch [136][280/627] lr: 2.743e-01, eta: 1 day, 5:02:39, time: 1.377, data_time: 0.002, memory: 8470, top1_acc: 0.3805, top5_acc: 0.6302, loss_cls: 2.7897, loss: 2.7897, grad_norm: 1.2472 2020-08-18 09:32:50,368 - mmaction - INFO - Epoch [136][300/627] lr: 2.743e-01, eta: 1 day, 5:02:09, time: 1.243, data_time: 0.005, memory: 8470, top1_acc: 0.3958, top5_acc: 0.6385, loss_cls: 2.7575, loss: 2.7575, grad_norm: 1.2343 2020-08-18 09:33:16,976 - mmaction - INFO - Epoch [136][320/627] lr: 2.743e-01, eta: 1 day, 5:01:40, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.3740, top5_acc: 0.6289, loss_cls: 2.8063, loss: 2.8063, grad_norm: 1.2466 2020-08-18 09:33:42,413 - mmaction - INFO - Epoch [136][340/627] lr: 2.743e-01, eta: 1 day, 5:01:10, time: 1.274, data_time: 0.007, memory: 8470, top1_acc: 0.3892, top5_acc: 0.6367, loss_cls: 2.7856, loss: 2.7856, grad_norm: 1.2806 2020-08-18 09:34:09,590 - mmaction - INFO - Epoch [136][360/627] lr: 2.743e-01, eta: 1 day, 5:00:42, time: 1.359, data_time: 0.007, memory: 8470, top1_acc: 0.3806, top5_acc: 0.6216, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.2620 2020-08-18 09:34:36,557 - mmaction - INFO - Epoch [136][380/627] lr: 2.743e-01, eta: 1 day, 5:00:14, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.3885, top5_acc: 0.6309, loss_cls: 2.7750, loss: 2.7750, grad_norm: 1.2598 2020-08-18 09:35:02,224 - mmaction - INFO - Epoch [136][400/627] lr: 2.743e-01, eta: 1 day, 4:59:44, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6342, loss_cls: 2.7871, loss: 2.7871, grad_norm: 1.2232 2020-08-18 09:35:29,242 - mmaction - INFO - Epoch [136][420/627] lr: 2.743e-01, eta: 1 day, 4:59:16, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.3862, top5_acc: 0.6346, loss_cls: 2.7672, loss: 2.7672, grad_norm: 1.2635 2020-08-18 09:35:55,915 - mmaction - INFO - Epoch [136][440/627] lr: 2.743e-01, eta: 1 day, 4:58:48, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6336, loss_cls: 2.7681, loss: 2.7681, grad_norm: 1.2521 2020-08-18 09:36:23,658 - mmaction - INFO - Epoch [136][460/627] lr: 2.743e-01, eta: 1 day, 4:58:20, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.3850, top5_acc: 0.6342, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.2610 2020-08-18 09:36:50,576 - mmaction - INFO - Epoch [136][480/627] lr: 2.743e-01, eta: 1 day, 4:57:52, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3849, top5_acc: 0.6271, loss_cls: 2.8001, loss: 2.8001, grad_norm: 1.2453 2020-08-18 09:37:16,849 - mmaction - INFO - Epoch [136][500/627] lr: 2.743e-01, eta: 1 day, 4:57:23, time: 1.313, data_time: 0.005, memory: 8470, top1_acc: 0.3845, top5_acc: 0.6312, loss_cls: 2.8110, loss: 2.8110, grad_norm: 1.2528 2020-08-18 09:37:43,216 - mmaction - INFO - Epoch [136][520/627] lr: 2.743e-01, eta: 1 day, 4:56:54, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.3908, top5_acc: 0.6411, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.2370 2020-08-18 09:38:08,674 - mmaction - INFO - Epoch [136][540/627] lr: 2.743e-01, eta: 1 day, 4:56:24, time: 1.272, data_time: 0.007, memory: 8470, top1_acc: 0.3798, top5_acc: 0.6349, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.2727 2020-08-18 09:38:35,385 - mmaction - INFO - Epoch [136][560/627] lr: 2.743e-01, eta: 1 day, 4:55:56, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6357, loss_cls: 2.7823, loss: 2.7823, grad_norm: 1.2578 2020-08-18 09:39:02,470 - mmaction - INFO - Epoch [136][580/627] lr: 2.743e-01, eta: 1 day, 4:55:28, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.3842, top5_acc: 0.6335, loss_cls: 2.7839, loss: 2.7839, grad_norm: 1.2529 2020-08-18 09:39:29,013 - mmaction - INFO - Epoch [136][600/627] lr: 2.743e-01, eta: 1 day, 4:54:59, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.3738, top5_acc: 0.6237, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.2572 2020-08-18 09:39:53,721 - mmaction - INFO - Epoch [136][620/627] lr: 2.743e-01, eta: 1 day, 4:54:29, time: 1.234, data_time: 0.006, memory: 8470, top1_acc: 0.3870, top5_acc: 0.6329, loss_cls: 2.7620, loss: 2.7620, grad_norm: 1.2350 2020-08-18 09:40:02,503 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-08-18 09:40:33,607 - mmaction - INFO - Epoch [137][20/627] lr: 2.706e-01, eta: 1 day, 4:53:44, time: 1.458, data_time: 0.311, memory: 8470, top1_acc: 0.3951, top5_acc: 0.6451, loss_cls: 2.7499, loss: 2.7499, grad_norm: 1.2657 2020-08-18 09:40:59,256 - mmaction - INFO - Epoch [137][40/627] lr: 2.706e-01, eta: 1 day, 4:53:15, time: 1.282, data_time: 0.002, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6391, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.2464 2020-08-18 09:41:26,545 - mmaction - INFO - Epoch [137][60/627] lr: 2.706e-01, eta: 1 day, 4:52:47, time: 1.361, data_time: 0.004, memory: 8470, top1_acc: 0.3854, top5_acc: 0.6400, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.2540 2020-08-18 09:41:52,348 - mmaction - INFO - Epoch [137][80/627] lr: 2.706e-01, eta: 1 day, 4:52:18, time: 1.293, data_time: 0.007, memory: 8470, top1_acc: 0.3832, top5_acc: 0.6366, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.2663 2020-08-18 09:42:17,675 - mmaction - INFO - Epoch [137][100/627] lr: 2.706e-01, eta: 1 day, 4:51:48, time: 1.267, data_time: 0.005, memory: 8470, top1_acc: 0.3818, top5_acc: 0.6426, loss_cls: 2.7635, loss: 2.7635, grad_norm: 1.2390 2020-08-18 09:42:42,617 - mmaction - INFO - Epoch [137][120/627] lr: 2.706e-01, eta: 1 day, 4:51:18, time: 1.246, data_time: 0.003, memory: 8470, top1_acc: 0.3901, top5_acc: 0.6379, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.2647 2020-08-18 09:43:08,332 - mmaction - INFO - Epoch [137][140/627] lr: 2.706e-01, eta: 1 day, 4:50:48, time: 1.287, data_time: 0.005, memory: 8470, top1_acc: 0.3861, top5_acc: 0.6299, loss_cls: 2.7967, loss: 2.7967, grad_norm: 1.2579 2020-08-18 09:43:34,308 - mmaction - INFO - Epoch [137][160/627] lr: 2.706e-01, eta: 1 day, 4:50:19, time: 1.298, data_time: 0.006, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6315, loss_cls: 2.8171, loss: 2.8171, grad_norm: 1.2820 2020-08-18 09:44:00,609 - mmaction - INFO - Epoch [137][180/627] lr: 2.706e-01, eta: 1 day, 4:49:51, time: 1.317, data_time: 0.006, memory: 8470, top1_acc: 0.3818, top5_acc: 0.6398, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.2461 2020-08-18 09:44:26,168 - mmaction - INFO - Epoch [137][200/627] lr: 2.706e-01, eta: 1 day, 4:49:21, time: 1.275, data_time: 0.006, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6423, loss_cls: 2.7535, loss: 2.7535, grad_norm: 1.2750 2020-08-18 09:44:52,964 - mmaction - INFO - Epoch [137][220/627] lr: 2.706e-01, eta: 1 day, 4:48:53, time: 1.343, data_time: 0.007, memory: 8470, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.8003, loss: 2.8003, grad_norm: 1.2641 2020-08-18 09:45:20,561 - mmaction - INFO - Epoch [137][240/627] lr: 2.706e-01, eta: 1 day, 4:48:25, time: 1.377, data_time: 0.004, memory: 8470, top1_acc: 0.3870, top5_acc: 0.6322, loss_cls: 2.7811, loss: 2.7811, grad_norm: 1.2458 2020-08-18 09:45:47,098 - mmaction - INFO - Epoch [137][260/627] lr: 2.706e-01, eta: 1 day, 4:47:56, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6353, loss_cls: 2.7592, loss: 2.7592, grad_norm: 1.2456 2020-08-18 09:46:12,745 - mmaction - INFO - Epoch [137][280/627] lr: 2.706e-01, eta: 1 day, 4:47:27, time: 1.283, data_time: 0.008, memory: 8470, top1_acc: 0.3900, top5_acc: 0.6427, loss_cls: 2.7348, loss: 2.7348, grad_norm: 1.2753 2020-08-18 09:46:38,610 - mmaction - INFO - Epoch [137][300/627] lr: 2.706e-01, eta: 1 day, 4:46:58, time: 1.296, data_time: 0.006, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6322, loss_cls: 2.7955, loss: 2.7955, grad_norm: 1.2552 2020-08-18 09:47:03,898 - mmaction - INFO - Epoch [137][320/627] lr: 2.706e-01, eta: 1 day, 4:46:28, time: 1.261, data_time: 0.005, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6464, loss_cls: 2.7302, loss: 2.7302, grad_norm: 1.2390 2020-08-18 09:47:30,759 - mmaction - INFO - Epoch [137][340/627] lr: 2.706e-01, eta: 1 day, 4:46:00, time: 1.346, data_time: 0.007, memory: 8470, top1_acc: 0.3861, top5_acc: 0.6408, loss_cls: 2.7500, loss: 2.7500, grad_norm: 1.2668 2020-08-18 09:47:57,612 - mmaction - INFO - Epoch [137][360/627] lr: 2.706e-01, eta: 1 day, 4:45:31, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.3858, top5_acc: 0.6345, loss_cls: 2.7841, loss: 2.7841, grad_norm: 1.2634 2020-08-18 09:48:24,808 - mmaction - INFO - Epoch [137][380/627] lr: 2.706e-01, eta: 1 day, 4:45:03, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.3939, top5_acc: 0.6366, loss_cls: 2.7574, loss: 2.7574, grad_norm: 1.2430 2020-08-18 09:48:51,304 - mmaction - INFO - Epoch [137][400/627] lr: 2.706e-01, eta: 1 day, 4:44:34, time: 1.326, data_time: 0.003, memory: 8470, top1_acc: 0.3799, top5_acc: 0.6284, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.2676 2020-08-18 09:49:17,616 - mmaction - INFO - Epoch [137][420/627] lr: 2.706e-01, eta: 1 day, 4:44:06, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.3776, top5_acc: 0.6348, loss_cls: 2.8163, loss: 2.8163, grad_norm: 1.2706 2020-08-18 09:49:43,708 - mmaction - INFO - Epoch [137][440/627] lr: 2.706e-01, eta: 1 day, 4:43:37, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6424, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.2361 2020-08-18 09:50:11,060 - mmaction - INFO - Epoch [137][460/627] lr: 2.706e-01, eta: 1 day, 4:43:09, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.3832, top5_acc: 0.6365, loss_cls: 2.7651, loss: 2.7651, grad_norm: 1.2521 2020-08-18 09:50:35,502 - mmaction - INFO - Epoch [137][480/627] lr: 2.706e-01, eta: 1 day, 4:42:38, time: 1.222, data_time: 0.002, memory: 8470, top1_acc: 0.3785, top5_acc: 0.6289, loss_cls: 2.8070, loss: 2.8070, grad_norm: 1.2525 2020-08-18 09:51:02,721 - mmaction - INFO - Epoch [137][500/627] lr: 2.706e-01, eta: 1 day, 4:42:10, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.3759, top5_acc: 0.6326, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.2558 2020-08-18 09:51:30,303 - mmaction - INFO - Epoch [137][520/627] lr: 2.706e-01, eta: 1 day, 4:41:43, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3796, top5_acc: 0.6292, loss_cls: 2.8049, loss: 2.8049, grad_norm: 1.2438 2020-08-18 09:51:56,587 - mmaction - INFO - Epoch [137][540/627] lr: 2.706e-01, eta: 1 day, 4:41:14, time: 1.315, data_time: 0.003, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6418, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.2688 2020-08-18 09:52:21,446 - mmaction - INFO - Epoch [137][560/627] lr: 2.706e-01, eta: 1 day, 4:40:44, time: 1.243, data_time: 0.002, memory: 8470, top1_acc: 0.3775, top5_acc: 0.6290, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.2524 2020-08-18 09:52:48,995 - mmaction - INFO - Epoch [137][580/627] lr: 2.706e-01, eta: 1 day, 4:40:16, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.3840, top5_acc: 0.6264, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.2506 2020-08-18 09:53:15,068 - mmaction - INFO - Epoch [137][600/627] lr: 2.706e-01, eta: 1 day, 4:39:47, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.3917, top5_acc: 0.6421, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.2719 2020-08-18 09:53:41,343 - mmaction - INFO - Epoch [137][620/627] lr: 2.706e-01, eta: 1 day, 4:39:18, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.3898, top5_acc: 0.6372, loss_cls: 2.7697, loss: 2.7697, grad_norm: 1.2466 2020-08-18 09:54:21,435 - mmaction - INFO - Epoch [138][20/627] lr: 2.669e-01, eta: 1 day, 4:38:35, time: 1.528, data_time: 0.410, memory: 8470, top1_acc: 0.3937, top5_acc: 0.6424, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.2483 2020-08-18 09:54:46,265 - mmaction - INFO - Epoch [138][40/627] lr: 2.669e-01, eta: 1 day, 4:38:05, time: 1.243, data_time: 0.006, memory: 8470, top1_acc: 0.3960, top5_acc: 0.6464, loss_cls: 2.7299, loss: 2.7299, grad_norm: 1.2410 2020-08-18 09:55:12,797 - mmaction - INFO - Epoch [138][60/627] lr: 2.669e-01, eta: 1 day, 4:37:36, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.3905, top5_acc: 0.6391, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.2788 2020-08-18 09:55:39,400 - mmaction - INFO - Epoch [138][80/627] lr: 2.669e-01, eta: 1 day, 4:37:08, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6423, loss_cls: 2.7416, loss: 2.7416, grad_norm: 1.2446 2020-08-18 09:56:05,869 - mmaction - INFO - Epoch [138][100/627] lr: 2.669e-01, eta: 1 day, 4:36:39, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.3936, top5_acc: 0.6454, loss_cls: 2.7252, loss: 2.7252, grad_norm: 1.2485 2020-08-18 09:56:33,633 - mmaction - INFO - Epoch [138][120/627] lr: 2.669e-01, eta: 1 day, 4:36:11, time: 1.389, data_time: 0.004, memory: 8470, top1_acc: 0.3900, top5_acc: 0.6362, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.2747 2020-08-18 09:57:00,309 - mmaction - INFO - Epoch [138][140/627] lr: 2.669e-01, eta: 1 day, 4:35:43, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6339, loss_cls: 2.7837, loss: 2.7837, grad_norm: 1.2493 2020-08-18 09:57:26,755 - mmaction - INFO - Epoch [138][160/627] lr: 2.669e-01, eta: 1 day, 4:35:14, time: 1.320, data_time: 0.007, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6443, loss_cls: 2.7402, loss: 2.7402, grad_norm: 1.2721 2020-08-18 09:57:52,654 - mmaction - INFO - Epoch [138][180/627] lr: 2.669e-01, eta: 1 day, 4:34:45, time: 1.296, data_time: 0.006, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6410, loss_cls: 2.7527, loss: 2.7527, grad_norm: 1.2580 2020-08-18 09:58:18,308 - mmaction - INFO - Epoch [138][200/627] lr: 2.669e-01, eta: 1 day, 4:34:16, time: 1.284, data_time: 0.006, memory: 8470, top1_acc: 0.3754, top5_acc: 0.6437, loss_cls: 2.7658, loss: 2.7658, grad_norm: 1.2673 2020-08-18 09:58:43,857 - mmaction - INFO - Epoch [138][220/627] lr: 2.669e-01, eta: 1 day, 4:33:46, time: 1.276, data_time: 0.002, memory: 8470, top1_acc: 0.3781, top5_acc: 0.6310, loss_cls: 2.8068, loss: 2.8068, grad_norm: 1.2564 2020-08-18 09:59:10,394 - mmaction - INFO - Epoch [138][240/627] lr: 2.669e-01, eta: 1 day, 4:33:18, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.3862, top5_acc: 0.6355, loss_cls: 2.7669, loss: 2.7669, grad_norm: 1.2679 2020-08-18 09:59:37,307 - mmaction - INFO - Epoch [138][260/627] lr: 2.669e-01, eta: 1 day, 4:32:49, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6428, loss_cls: 2.7448, loss: 2.7448, grad_norm: 1.2752 2020-08-18 10:00:10,231 - mmaction - INFO - Epoch [138][280/627] lr: 2.669e-01, eta: 1 day, 4:32:26, time: 1.642, data_time: 0.005, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6391, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.2661 2020-08-18 10:00:34,379 - mmaction - INFO - Epoch [138][300/627] lr: 2.669e-01, eta: 1 day, 4:31:56, time: 1.212, data_time: 0.009, memory: 8470, top1_acc: 0.3893, top5_acc: 0.6398, loss_cls: 2.7463, loss: 2.7463, grad_norm: 1.2305 2020-08-18 10:01:02,114 - mmaction - INFO - Epoch [138][320/627] lr: 2.669e-01, eta: 1 day, 4:31:28, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.3802, top5_acc: 0.6297, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.2999 2020-08-18 10:01:26,969 - mmaction - INFO - Epoch [138][340/627] lr: 2.669e-01, eta: 1 day, 4:30:58, time: 1.245, data_time: 0.005, memory: 8470, top1_acc: 0.3799, top5_acc: 0.6247, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.2559 2020-08-18 10:01:52,162 - mmaction - INFO - Epoch [138][360/627] lr: 2.669e-01, eta: 1 day, 4:30:28, time: 1.258, data_time: 0.006, memory: 8470, top1_acc: 0.3900, top5_acc: 0.6384, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.2579 2020-08-18 10:02:19,613 - mmaction - INFO - Epoch [138][380/627] lr: 2.669e-01, eta: 1 day, 4:30:00, time: 1.375, data_time: 0.006, memory: 8470, top1_acc: 0.3953, top5_acc: 0.6479, loss_cls: 2.7313, loss: 2.7313, grad_norm: 1.2530 2020-08-18 10:02:46,163 - mmaction - INFO - Epoch [138][400/627] lr: 2.669e-01, eta: 1 day, 4:29:32, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.3918, top5_acc: 0.6316, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.2573 2020-08-18 10:03:12,444 - mmaction - INFO - Epoch [138][420/627] lr: 2.669e-01, eta: 1 day, 4:29:03, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.3967, top5_acc: 0.6384, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.2485 2020-08-18 10:03:39,405 - mmaction - INFO - Epoch [138][440/627] lr: 2.669e-01, eta: 1 day, 4:28:35, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6408, loss_cls: 2.7469, loss: 2.7469, grad_norm: 1.2878 2020-08-18 10:04:06,922 - mmaction - INFO - Epoch [138][460/627] lr: 2.669e-01, eta: 1 day, 4:28:07, time: 1.377, data_time: 0.003, memory: 8470, top1_acc: 0.3853, top5_acc: 0.6368, loss_cls: 2.7619, loss: 2.7619, grad_norm: 1.2647 2020-08-18 10:04:33,621 - mmaction - INFO - Epoch [138][480/627] lr: 2.669e-01, eta: 1 day, 4:27:39, time: 1.331, data_time: 0.004, memory: 8470, top1_acc: 0.3811, top5_acc: 0.6288, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.2755 2020-08-18 10:05:00,894 - mmaction - INFO - Epoch [138][500/627] lr: 2.669e-01, eta: 1 day, 4:27:11, time: 1.367, data_time: 0.007, memory: 8470, top1_acc: 0.3809, top5_acc: 0.6329, loss_cls: 2.7823, loss: 2.7823, grad_norm: 1.2722 2020-08-18 10:05:27,033 - mmaction - INFO - Epoch [138][520/627] lr: 2.669e-01, eta: 1 day, 4:26:42, time: 1.302, data_time: 0.004, memory: 8470, top1_acc: 0.3906, top5_acc: 0.6293, loss_cls: 2.7754, loss: 2.7754, grad_norm: 1.2628 2020-08-18 10:05:53,375 - mmaction - INFO - Epoch [138][540/627] lr: 2.669e-01, eta: 1 day, 4:26:13, time: 1.322, data_time: 0.008, memory: 8470, top1_acc: 0.3889, top5_acc: 0.6447, loss_cls: 2.7495, loss: 2.7495, grad_norm: 1.2510 2020-08-18 10:06:20,982 - mmaction - INFO - Epoch [138][560/627] lr: 2.669e-01, eta: 1 day, 4:25:45, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.3716, top5_acc: 0.6214, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.2543 2020-08-18 10:06:47,993 - mmaction - INFO - Epoch [138][580/627] lr: 2.669e-01, eta: 1 day, 4:25:17, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3797, top5_acc: 0.6366, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.2587 2020-08-18 10:07:13,839 - mmaction - INFO - Epoch [138][600/627] lr: 2.669e-01, eta: 1 day, 4:24:48, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.3900, top5_acc: 0.6349, loss_cls: 2.7592, loss: 2.7592, grad_norm: 1.2548 2020-08-18 10:07:40,764 - mmaction - INFO - Epoch [138][620/627] lr: 2.669e-01, eta: 1 day, 4:24:20, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3888, top5_acc: 0.6357, loss_cls: 2.7772, loss: 2.7772, grad_norm: 1.2597 2020-08-18 10:08:22,015 - mmaction - INFO - Epoch [139][20/627] lr: 2.633e-01, eta: 1 day, 4:23:39, time: 1.649, data_time: 0.533, memory: 8470, top1_acc: 0.3868, top5_acc: 0.6341, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.2761 2020-08-18 10:08:46,727 - mmaction - INFO - Epoch [139][40/627] lr: 2.633e-01, eta: 1 day, 4:23:09, time: 1.236, data_time: 0.002, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6443, loss_cls: 2.7316, loss: 2.7316, grad_norm: 1.2711 2020-08-18 10:09:11,419 - mmaction - INFO - Epoch [139][60/627] lr: 2.633e-01, eta: 1 day, 4:22:38, time: 1.233, data_time: 0.005, memory: 8470, top1_acc: 0.3952, top5_acc: 0.6466, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.2534 2020-08-18 10:09:38,543 - mmaction - INFO - Epoch [139][80/627] lr: 2.633e-01, eta: 1 day, 4:22:10, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3921, top5_acc: 0.6402, loss_cls: 2.7603, loss: 2.7603, grad_norm: 1.2804 2020-08-18 10:10:04,937 - mmaction - INFO - Epoch [139][100/627] lr: 2.633e-01, eta: 1 day, 4:21:42, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.3854, top5_acc: 0.6460, loss_cls: 2.7331, loss: 2.7331, grad_norm: 1.2537 2020-08-18 10:10:31,546 - mmaction - INFO - Epoch [139][120/627] lr: 2.633e-01, eta: 1 day, 4:21:13, time: 1.330, data_time: 0.002, memory: 8470, top1_acc: 0.3962, top5_acc: 0.6447, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.2751 2020-08-18 10:10:57,994 - mmaction - INFO - Epoch [139][140/627] lr: 2.633e-01, eta: 1 day, 4:20:44, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.3893, top5_acc: 0.6479, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.2689 2020-08-18 10:11:23,279 - mmaction - INFO - Epoch [139][160/627] lr: 2.633e-01, eta: 1 day, 4:20:15, time: 1.264, data_time: 0.004, memory: 8470, top1_acc: 0.3918, top5_acc: 0.6469, loss_cls: 2.7171, loss: 2.7171, grad_norm: 1.2792 2020-08-18 10:11:49,622 - mmaction - INFO - Epoch [139][180/627] lr: 2.633e-01, eta: 1 day, 4:19:46, time: 1.316, data_time: 0.006, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6449, loss_cls: 2.7301, loss: 2.7301, grad_norm: 1.2790 2020-08-18 10:12:17,651 - mmaction - INFO - Epoch [139][200/627] lr: 2.633e-01, eta: 1 day, 4:19:19, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.3922, top5_acc: 0.6451, loss_cls: 2.7233, loss: 2.7233, grad_norm: 1.2699 2020-08-18 10:12:42,340 - mmaction - INFO - Epoch [139][220/627] lr: 2.633e-01, eta: 1 day, 4:18:49, time: 1.235, data_time: 0.005, memory: 8470, top1_acc: 0.3788, top5_acc: 0.6299, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.2708 2020-08-18 10:13:09,035 - mmaction - INFO - Epoch [139][240/627] lr: 2.633e-01, eta: 1 day, 4:18:20, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.3902, top5_acc: 0.6367, loss_cls: 2.7672, loss: 2.7672, grad_norm: 1.2865 2020-08-18 10:13:35,027 - mmaction - INFO - Epoch [139][260/627] lr: 2.633e-01, eta: 1 day, 4:17:51, time: 1.299, data_time: 0.003, memory: 8470, top1_acc: 0.3777, top5_acc: 0.6385, loss_cls: 2.7908, loss: 2.7908, grad_norm: 1.2345 2020-08-18 10:14:03,196 - mmaction - INFO - Epoch [139][280/627] lr: 2.633e-01, eta: 1 day, 4:17:24, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.3827, top5_acc: 0.6276, loss_cls: 2.8250, loss: 2.8250, grad_norm: 1.2848 2020-08-18 10:14:29,840 - mmaction - INFO - Epoch [139][300/627] lr: 2.633e-01, eta: 1 day, 4:16:55, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6406, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.2392 2020-08-18 10:14:55,705 - mmaction - INFO - Epoch [139][320/627] lr: 2.633e-01, eta: 1 day, 4:16:26, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.3837, top5_acc: 0.6362, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.2427 2020-08-18 10:15:22,925 - mmaction - INFO - Epoch [139][340/627] lr: 2.633e-01, eta: 1 day, 4:15:58, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6387, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.2855 2020-08-18 10:15:49,839 - mmaction - INFO - Epoch [139][360/627] lr: 2.633e-01, eta: 1 day, 4:15:30, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.3930, top5_acc: 0.6408, loss_cls: 2.7265, loss: 2.7265, grad_norm: 1.2569 2020-08-18 10:16:16,283 - mmaction - INFO - Epoch [139][380/627] lr: 2.633e-01, eta: 1 day, 4:15:01, time: 1.324, data_time: 0.007, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6440, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.2727 2020-08-18 10:16:42,226 - mmaction - INFO - Epoch [139][400/627] lr: 2.633e-01, eta: 1 day, 4:14:32, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6424, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.2593 2020-08-18 10:17:09,008 - mmaction - INFO - Epoch [139][420/627] lr: 2.633e-01, eta: 1 day, 4:14:04, time: 1.338, data_time: 0.003, memory: 8470, top1_acc: 0.3892, top5_acc: 0.6419, loss_cls: 2.7561, loss: 2.7561, grad_norm: 1.2825 2020-08-18 10:17:34,507 - mmaction - INFO - Epoch [139][440/627] lr: 2.633e-01, eta: 1 day, 4:13:35, time: 1.277, data_time: 0.006, memory: 8470, top1_acc: 0.3832, top5_acc: 0.6352, loss_cls: 2.7626, loss: 2.7626, grad_norm: 1.2500 2020-08-18 10:18:01,838 - mmaction - INFO - Epoch [139][460/627] lr: 2.633e-01, eta: 1 day, 4:13:07, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.3919, top5_acc: 0.6458, loss_cls: 2.7415, loss: 2.7415, grad_norm: 1.2620 2020-08-18 10:18:28,524 - mmaction - INFO - Epoch [139][480/627] lr: 2.633e-01, eta: 1 day, 4:12:38, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.3895, top5_acc: 0.6331, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.2730 2020-08-18 10:18:55,727 - mmaction - INFO - Epoch [139][500/627] lr: 2.633e-01, eta: 1 day, 4:12:10, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.3836, top5_acc: 0.6370, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.2635 2020-08-18 10:19:22,792 - mmaction - INFO - Epoch [139][520/627] lr: 2.633e-01, eta: 1 day, 4:11:42, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.3865, top5_acc: 0.6378, loss_cls: 2.7850, loss: 2.7850, grad_norm: 1.2692 2020-08-18 10:19:50,160 - mmaction - INFO - Epoch [139][540/627] lr: 2.633e-01, eta: 1 day, 4:11:14, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.3891, top5_acc: 0.6380, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.2587 2020-08-18 10:20:16,701 - mmaction - INFO - Epoch [139][560/627] lr: 2.633e-01, eta: 1 day, 4:10:46, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.3871, top5_acc: 0.6362, loss_cls: 2.7713, loss: 2.7713, grad_norm: 1.2762 2020-08-18 10:20:42,577 - mmaction - INFO - Epoch [139][580/627] lr: 2.633e-01, eta: 1 day, 4:10:17, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.7961, loss: 2.7961, grad_norm: 1.2520 2020-08-18 10:21:09,580 - mmaction - INFO - Epoch [139][600/627] lr: 2.633e-01, eta: 1 day, 4:09:48, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6393, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.2712 2020-08-18 10:21:38,459 - mmaction - INFO - Epoch [139][620/627] lr: 2.633e-01, eta: 1 day, 4:09:22, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6385, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.2475 2020-08-18 10:22:17,334 - mmaction - INFO - Epoch [140][20/627] lr: 2.596e-01, eta: 1 day, 4:08:39, time: 1.536, data_time: 0.419, memory: 8470, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.2935 2020-08-18 10:22:43,069 - mmaction - INFO - Epoch [140][40/627] lr: 2.596e-01, eta: 1 day, 4:08:10, time: 1.289, data_time: 0.005, memory: 8470, top1_acc: 0.3824, top5_acc: 0.6328, loss_cls: 2.7854, loss: 2.7854, grad_norm: 1.2878 2020-08-18 10:23:10,558 - mmaction - INFO - Epoch [140][60/627] lr: 2.596e-01, eta: 1 day, 4:07:42, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.3893, top5_acc: 0.6296, loss_cls: 2.7771, loss: 2.7771, grad_norm: 1.2711 2020-08-18 10:23:37,847 - mmaction - INFO - Epoch [140][80/627] lr: 2.596e-01, eta: 1 day, 4:07:14, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.3993, top5_acc: 0.6500, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.2597 2020-08-18 10:24:05,441 - mmaction - INFO - Epoch [140][100/627] lr: 2.596e-01, eta: 1 day, 4:06:47, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4020, top5_acc: 0.6495, loss_cls: 2.7080, loss: 2.7080, grad_norm: 1.2884 2020-08-18 10:24:33,968 - mmaction - INFO - Epoch [140][120/627] lr: 2.596e-01, eta: 1 day, 4:06:20, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3803, top5_acc: 0.6418, loss_cls: 2.7815, loss: 2.7815, grad_norm: 1.2671 2020-08-18 10:25:03,363 - mmaction - INFO - Epoch [140][140/627] lr: 2.596e-01, eta: 1 day, 4:05:54, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3867, top5_acc: 0.6458, loss_cls: 2.7255, loss: 2.7255, grad_norm: 1.2653 2020-08-18 10:25:30,045 - mmaction - INFO - Epoch [140][160/627] lr: 2.596e-01, eta: 1 day, 4:05:25, time: 1.335, data_time: 0.003, memory: 8470, top1_acc: 0.3941, top5_acc: 0.6415, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.2897 2020-08-18 10:25:57,534 - mmaction - INFO - Epoch [140][180/627] lr: 2.596e-01, eta: 1 day, 4:04:57, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4005, top5_acc: 0.6469, loss_cls: 2.7122, loss: 2.7122, grad_norm: 1.2823 2020-08-18 10:26:26,007 - mmaction - INFO - Epoch [140][200/627] lr: 2.596e-01, eta: 1 day, 4:04:30, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.3973, top5_acc: 0.6512, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.2823 2020-08-18 10:26:55,063 - mmaction - INFO - Epoch [140][220/627] lr: 2.596e-01, eta: 1 day, 4:04:04, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3982, top5_acc: 0.6401, loss_cls: 2.7309, loss: 2.7309, grad_norm: 1.2568 2020-08-18 10:27:23,119 - mmaction - INFO - Epoch [140][240/627] lr: 2.596e-01, eta: 1 day, 4:03:37, time: 1.402, data_time: 0.007, memory: 8470, top1_acc: 0.3928, top5_acc: 0.6413, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.2797 2020-08-18 10:27:50,518 - mmaction - INFO - Epoch [140][260/627] lr: 2.596e-01, eta: 1 day, 4:03:09, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.7035, loss: 2.7035, grad_norm: 1.2863 2020-08-18 10:28:18,953 - mmaction - INFO - Epoch [140][280/627] lr: 2.596e-01, eta: 1 day, 4:02:42, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.3876, top5_acc: 0.6361, loss_cls: 2.7935, loss: 2.7935, grad_norm: 1.2623 2020-08-18 10:28:46,551 - mmaction - INFO - Epoch [140][300/627] lr: 2.596e-01, eta: 1 day, 4:02:14, time: 1.381, data_time: 0.003, memory: 8470, top1_acc: 0.3794, top5_acc: 0.6288, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.3043 2020-08-18 10:29:15,621 - mmaction - INFO - Epoch [140][320/627] lr: 2.596e-01, eta: 1 day, 4:01:48, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6465, loss_cls: 2.7096, loss: 2.7096, grad_norm: 1.2418 2020-08-18 10:29:45,637 - mmaction - INFO - Epoch [140][340/627] lr: 2.596e-01, eta: 1 day, 4:01:22, time: 1.498, data_time: 0.005, memory: 8470, top1_acc: 0.3917, top5_acc: 0.6414, loss_cls: 2.7390, loss: 2.7390, grad_norm: 1.2685 2020-08-18 10:30:15,480 - mmaction - INFO - Epoch [140][360/627] lr: 2.596e-01, eta: 1 day, 4:00:56, time: 1.493, data_time: 0.005, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6417, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.2595 2020-08-18 10:30:44,732 - mmaction - INFO - Epoch [140][380/627] lr: 2.596e-01, eta: 1 day, 4:00:30, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.3918, top5_acc: 0.6367, loss_cls: 2.7657, loss: 2.7657, grad_norm: 1.2770 2020-08-18 10:31:13,997 - mmaction - INFO - Epoch [140][400/627] lr: 2.596e-01, eta: 1 day, 4:00:04, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.4046, top5_acc: 0.6419, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.2811 2020-08-18 10:31:43,850 - mmaction - INFO - Epoch [140][420/627] lr: 2.596e-01, eta: 1 day, 3:59:38, time: 1.493, data_time: 0.006, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6513, loss_cls: 2.7128, loss: 2.7128, grad_norm: 1.2835 2020-08-18 10:32:13,851 - mmaction - INFO - Epoch [140][440/627] lr: 2.596e-01, eta: 1 day, 3:59:12, time: 1.502, data_time: 0.005, memory: 8470, top1_acc: 0.3937, top5_acc: 0.6400, loss_cls: 2.7600, loss: 2.7600, grad_norm: 1.2980 2020-08-18 10:32:43,823 - mmaction - INFO - Epoch [140][460/627] lr: 2.596e-01, eta: 1 day, 3:58:47, time: 1.498, data_time: 0.005, memory: 8470, top1_acc: 0.3816, top5_acc: 0.6382, loss_cls: 2.7743, loss: 2.7743, grad_norm: 1.3055 2020-08-18 10:33:12,825 - mmaction - INFO - Epoch [140][480/627] lr: 2.596e-01, eta: 1 day, 3:58:20, time: 1.451, data_time: 0.002, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6396, loss_cls: 2.7478, loss: 2.7478, grad_norm: 1.2755 2020-08-18 10:33:42,610 - mmaction - INFO - Epoch [140][500/627] lr: 2.596e-01, eta: 1 day, 3:57:54, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.3855, top5_acc: 0.6404, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.2776 2020-08-18 10:34:12,162 - mmaction - INFO - Epoch [140][520/627] lr: 2.596e-01, eta: 1 day, 3:57:28, time: 1.480, data_time: 0.007, memory: 8470, top1_acc: 0.3849, top5_acc: 0.6332, loss_cls: 2.8112, loss: 2.8112, grad_norm: 1.2888 2020-08-18 10:34:40,729 - mmaction - INFO - Epoch [140][540/627] lr: 2.596e-01, eta: 1 day, 3:57:01, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.3930, top5_acc: 0.6329, loss_cls: 2.7679, loss: 2.7679, grad_norm: 1.2676 2020-08-18 10:35:11,266 - mmaction - INFO - Epoch [140][560/627] lr: 2.596e-01, eta: 1 day, 3:56:36, time: 1.526, data_time: 0.006, memory: 8470, top1_acc: 0.3921, top5_acc: 0.6443, loss_cls: 2.7616, loss: 2.7616, grad_norm: 1.2867 2020-08-18 10:35:39,327 - mmaction - INFO - Epoch [140][580/627] lr: 2.596e-01, eta: 1 day, 3:56:09, time: 1.404, data_time: 0.003, memory: 8470, top1_acc: 0.3859, top5_acc: 0.6294, loss_cls: 2.7810, loss: 2.7810, grad_norm: 1.2689 2020-08-18 10:36:08,779 - mmaction - INFO - Epoch [140][600/627] lr: 2.596e-01, eta: 1 day, 3:55:43, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.3910, top5_acc: 0.6454, loss_cls: 2.7535, loss: 2.7535, grad_norm: 1.2860 2020-08-18 10:36:37,708 - mmaction - INFO - Epoch [140][620/627] lr: 2.596e-01, eta: 1 day, 3:55:16, time: 1.447, data_time: 0.004, memory: 8470, top1_acc: 0.3889, top5_acc: 0.6443, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.2926 2020-08-18 10:36:47,240 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-08-18 10:37:20,373 - mmaction - INFO - Epoch [141][20/627] lr: 2.560e-01, eta: 1 day, 3:54:34, time: 1.565, data_time: 0.324, memory: 8470, top1_acc: 0.3915, top5_acc: 0.6361, loss_cls: 2.7469, loss: 2.7469, grad_norm: 1.2783 2020-08-18 10:37:48,528 - mmaction - INFO - Epoch [141][40/627] lr: 2.560e-01, eta: 1 day, 3:54:07, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.3908, top5_acc: 0.6474, loss_cls: 2.7101, loss: 2.7101, grad_norm: 1.2728 2020-08-18 10:38:17,712 - mmaction - INFO - Epoch [141][60/627] lr: 2.560e-01, eta: 1 day, 3:53:40, time: 1.459, data_time: 0.004, memory: 8470, top1_acc: 0.3919, top5_acc: 0.6387, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.2788 2020-08-18 10:38:48,067 - mmaction - INFO - Epoch [141][80/627] lr: 2.560e-01, eta: 1 day, 3:53:15, time: 1.518, data_time: 0.002, memory: 8470, top1_acc: 0.3934, top5_acc: 0.6441, loss_cls: 2.7429, loss: 2.7429, grad_norm: 1.3156 2020-08-18 10:39:16,379 - mmaction - INFO - Epoch [141][100/627] lr: 2.560e-01, eta: 1 day, 3:52:48, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.3868, top5_acc: 0.6363, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.2695 2020-08-18 10:39:45,889 - mmaction - INFO - Epoch [141][120/627] lr: 2.560e-01, eta: 1 day, 3:52:22, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6507, loss_cls: 2.7166, loss: 2.7166, grad_norm: 1.2801 2020-08-18 10:40:15,309 - mmaction - INFO - Epoch [141][140/627] lr: 2.560e-01, eta: 1 day, 3:51:56, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.4020, top5_acc: 0.6441, loss_cls: 2.7139, loss: 2.7139, grad_norm: 1.2734 2020-08-18 10:40:43,695 - mmaction - INFO - Epoch [141][160/627] lr: 2.560e-01, eta: 1 day, 3:51:29, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3979, top5_acc: 0.6387, loss_cls: 2.7383, loss: 2.7383, grad_norm: 1.2757 2020-08-18 10:41:13,100 - mmaction - INFO - Epoch [141][180/627] lr: 2.560e-01, eta: 1 day, 3:51:02, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3952, top5_acc: 0.6398, loss_cls: 2.7216, loss: 2.7216, grad_norm: 1.2701 2020-08-18 10:41:42,709 - mmaction - INFO - Epoch [141][200/627] lr: 2.560e-01, eta: 1 day, 3:50:37, time: 1.483, data_time: 0.006, memory: 8470, top1_acc: 0.3896, top5_acc: 0.6374, loss_cls: 2.7678, loss: 2.7678, grad_norm: 1.3031 2020-08-18 10:42:10,445 - mmaction - INFO - Epoch [141][220/627] lr: 2.560e-01, eta: 1 day, 3:50:09, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.3919, top5_acc: 0.6457, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.2753 2020-08-18 10:42:39,282 - mmaction - INFO - Epoch [141][240/627] lr: 2.560e-01, eta: 1 day, 3:49:42, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.3983, top5_acc: 0.6434, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.2611 2020-08-18 10:43:07,866 - mmaction - INFO - Epoch [141][260/627] lr: 2.560e-01, eta: 1 day, 3:49:15, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7480, loss: 2.7480, grad_norm: 1.2969 2020-08-18 10:43:37,038 - mmaction - INFO - Epoch [141][280/627] lr: 2.560e-01, eta: 1 day, 3:48:49, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.3917, top5_acc: 0.6393, loss_cls: 2.7477, loss: 2.7477, grad_norm: 1.2942 2020-08-18 10:44:05,753 - mmaction - INFO - Epoch [141][300/627] lr: 2.560e-01, eta: 1 day, 3:48:22, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.4010, top5_acc: 0.6473, loss_cls: 2.7144, loss: 2.7144, grad_norm: 1.2699 2020-08-18 10:44:34,706 - mmaction - INFO - Epoch [141][320/627] lr: 2.560e-01, eta: 1 day, 3:47:56, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.3921, top5_acc: 0.6396, loss_cls: 2.7503, loss: 2.7503, grad_norm: 1.2897 2020-08-18 10:45:03,624 - mmaction - INFO - Epoch [141][340/627] lr: 2.560e-01, eta: 1 day, 3:47:29, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.3865, top5_acc: 0.6327, loss_cls: 2.7827, loss: 2.7827, grad_norm: 1.2932 2020-08-18 10:45:32,723 - mmaction - INFO - Epoch [141][360/627] lr: 2.560e-01, eta: 1 day, 3:47:03, time: 1.452, data_time: 0.002, memory: 8470, top1_acc: 0.3889, top5_acc: 0.6405, loss_cls: 2.7604, loss: 2.7604, grad_norm: 1.2863 2020-08-18 10:46:01,220 - mmaction - INFO - Epoch [141][380/627] lr: 2.560e-01, eta: 1 day, 3:46:36, time: 1.428, data_time: 0.007, memory: 8470, top1_acc: 0.3971, top5_acc: 0.6440, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.2802 2020-08-18 10:46:29,735 - mmaction - INFO - Epoch [141][400/627] lr: 2.560e-01, eta: 1 day, 3:46:09, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3854, top5_acc: 0.6413, loss_cls: 2.7346, loss: 2.7346, grad_norm: 1.2922 2020-08-18 10:46:58,651 - mmaction - INFO - Epoch [141][420/627] lr: 2.560e-01, eta: 1 day, 3:45:42, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.3828, top5_acc: 0.6378, loss_cls: 2.7766, loss: 2.7766, grad_norm: 1.2808 2020-08-18 10:47:27,568 - mmaction - INFO - Epoch [141][440/627] lr: 2.560e-01, eta: 1 day, 3:45:16, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.3977, top5_acc: 0.6400, loss_cls: 2.7092, loss: 2.7092, grad_norm: 1.2796 2020-08-18 10:47:56,968 - mmaction - INFO - Epoch [141][460/627] lr: 2.560e-01, eta: 1 day, 3:44:49, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6389, loss_cls: 2.7546, loss: 2.7546, grad_norm: 1.2708 2020-08-18 10:48:24,600 - mmaction - INFO - Epoch [141][480/627] lr: 2.560e-01, eta: 1 day, 3:44:22, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.3964, top5_acc: 0.6444, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.2724 2020-08-18 10:48:53,707 - mmaction - INFO - Epoch [141][500/627] lr: 2.560e-01, eta: 1 day, 3:43:55, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6371, loss_cls: 2.7566, loss: 2.7566, grad_norm: 1.2675 2020-08-18 10:49:22,044 - mmaction - INFO - Epoch [141][520/627] lr: 2.560e-01, eta: 1 day, 3:43:28, time: 1.415, data_time: 0.004, memory: 8470, top1_acc: 0.3901, top5_acc: 0.6430, loss_cls: 2.7311, loss: 2.7311, grad_norm: 1.3134 2020-08-18 10:49:51,054 - mmaction - INFO - Epoch [141][540/627] lr: 2.560e-01, eta: 1 day, 3:43:02, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.3941, top5_acc: 0.6398, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.2951 2020-08-18 10:50:19,483 - mmaction - INFO - Epoch [141][560/627] lr: 2.560e-01, eta: 1 day, 3:42:35, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.3970, top5_acc: 0.6499, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.2932 2020-08-18 10:50:47,737 - mmaction - INFO - Epoch [141][580/627] lr: 2.560e-01, eta: 1 day, 3:42:08, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.3956, top5_acc: 0.6436, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.2527 2020-08-18 10:51:15,971 - mmaction - INFO - Epoch [141][600/627] lr: 2.560e-01, eta: 1 day, 3:41:40, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.3952, top5_acc: 0.6467, loss_cls: 2.7251, loss: 2.7251, grad_norm: 1.3043 2020-08-18 10:51:45,773 - mmaction - INFO - Epoch [141][620/627] lr: 2.560e-01, eta: 1 day, 3:41:15, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.3846, top5_acc: 0.6336, loss_cls: 2.7710, loss: 2.7710, grad_norm: 1.2964 2020-08-18 10:52:26,789 - mmaction - INFO - Epoch [142][20/627] lr: 2.523e-01, eta: 1 day, 3:40:33, time: 1.614, data_time: 0.390, memory: 8470, top1_acc: 0.3923, top5_acc: 0.6421, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.2891 2020-08-18 10:52:54,435 - mmaction - INFO - Epoch [142][40/627] lr: 2.523e-01, eta: 1 day, 3:40:06, time: 1.384, data_time: 0.004, memory: 8470, top1_acc: 0.3988, top5_acc: 0.6496, loss_cls: 2.7115, loss: 2.7115, grad_norm: 1.2854 2020-08-18 10:53:22,653 - mmaction - INFO - Epoch [142][60/627] lr: 2.523e-01, eta: 1 day, 3:39:38, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3966, top5_acc: 0.6500, loss_cls: 2.7241, loss: 2.7241, grad_norm: 1.2803 2020-08-18 10:53:50,724 - mmaction - INFO - Epoch [142][80/627] lr: 2.523e-01, eta: 1 day, 3:39:11, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.3967, top5_acc: 0.6432, loss_cls: 2.7171, loss: 2.7171, grad_norm: 1.2714 2020-08-18 10:54:18,975 - mmaction - INFO - Epoch [142][100/627] lr: 2.523e-01, eta: 1 day, 3:38:44, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.3930, top5_acc: 0.6469, loss_cls: 2.7283, loss: 2.7283, grad_norm: 1.2790 2020-08-18 10:54:47,375 - mmaction - INFO - Epoch [142][120/627] lr: 2.523e-01, eta: 1 day, 3:38:17, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3895, top5_acc: 0.6437, loss_cls: 2.7537, loss: 2.7537, grad_norm: 1.2992 2020-08-18 10:55:15,314 - mmaction - INFO - Epoch [142][140/627] lr: 2.523e-01, eta: 1 day, 3:37:49, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6475, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.2829 2020-08-18 10:55:43,207 - mmaction - INFO - Epoch [142][160/627] lr: 2.523e-01, eta: 1 day, 3:37:22, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3956, top5_acc: 0.6405, loss_cls: 2.7342, loss: 2.7342, grad_norm: 1.3047 2020-08-18 10:56:11,328 - mmaction - INFO - Epoch [142][180/627] lr: 2.523e-01, eta: 1 day, 3:36:55, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6473, loss_cls: 2.6983, loss: 2.6983, grad_norm: 1.2740 2020-08-18 10:56:39,969 - mmaction - INFO - Epoch [142][200/627] lr: 2.523e-01, eta: 1 day, 3:36:28, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3949, top5_acc: 0.6449, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.2906 2020-08-18 10:57:08,224 - mmaction - INFO - Epoch [142][220/627] lr: 2.523e-01, eta: 1 day, 3:36:01, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6436, loss_cls: 2.7279, loss: 2.7279, grad_norm: 1.2834 2020-08-18 10:57:36,433 - mmaction - INFO - Epoch [142][240/627] lr: 2.523e-01, eta: 1 day, 3:35:34, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.3905, top5_acc: 0.6378, loss_cls: 2.7754, loss: 2.7754, grad_norm: 1.2942 2020-08-18 10:58:04,833 - mmaction - INFO - Epoch [142][260/627] lr: 2.523e-01, eta: 1 day, 3:35:07, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.3941, top5_acc: 0.6457, loss_cls: 2.7267, loss: 2.7267, grad_norm: 1.3104 2020-08-18 10:58:33,597 - mmaction - INFO - Epoch [142][280/627] lr: 2.523e-01, eta: 1 day, 3:34:40, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3835, top5_acc: 0.6303, loss_cls: 2.7785, loss: 2.7785, grad_norm: 1.2989 2020-08-18 10:59:01,345 - mmaction - INFO - Epoch [142][300/627] lr: 2.523e-01, eta: 1 day, 3:34:12, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3896, top5_acc: 0.6422, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.2829 2020-08-18 10:59:29,500 - mmaction - INFO - Epoch [142][320/627] lr: 2.523e-01, eta: 1 day, 3:33:45, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.3879, top5_acc: 0.6391, loss_cls: 2.7392, loss: 2.7392, grad_norm: 1.2634 2020-08-18 10:59:58,512 - mmaction - INFO - Epoch [142][340/627] lr: 2.523e-01, eta: 1 day, 3:33:18, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3954, top5_acc: 0.6395, loss_cls: 2.7332, loss: 2.7332, grad_norm: 1.2795 2020-08-18 11:00:29,545 - mmaction - INFO - Epoch [142][360/627] lr: 2.523e-01, eta: 1 day, 3:32:53, time: 1.539, data_time: 0.006, memory: 8470, top1_acc: 0.3958, top5_acc: 0.6382, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.2724 2020-08-18 11:00:57,418 - mmaction - INFO - Epoch [142][380/627] lr: 2.523e-01, eta: 1 day, 3:32:26, time: 1.405, data_time: 0.025, memory: 8470, top1_acc: 0.3957, top5_acc: 0.6320, loss_cls: 2.7817, loss: 2.7817, grad_norm: 1.2810 2020-08-18 11:01:25,790 - mmaction - INFO - Epoch [142][400/627] lr: 2.523e-01, eta: 1 day, 3:31:59, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3943, top5_acc: 0.6422, loss_cls: 2.7542, loss: 2.7542, grad_norm: 1.2974 2020-08-18 11:01:53,705 - mmaction - INFO - Epoch [142][420/627] lr: 2.523e-01, eta: 1 day, 3:31:32, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.3986, top5_acc: 0.6447, loss_cls: 2.7156, loss: 2.7156, grad_norm: 1.2774 2020-08-18 11:02:21,451 - mmaction - INFO - Epoch [142][440/627] lr: 2.523e-01, eta: 1 day, 3:31:04, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6490, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.3015 2020-08-18 11:02:49,270 - mmaction - INFO - Epoch [142][460/627] lr: 2.523e-01, eta: 1 day, 3:30:37, time: 1.392, data_time: 0.003, memory: 8470, top1_acc: 0.4027, top5_acc: 0.6546, loss_cls: 2.6829, loss: 2.6829, grad_norm: 1.2806 2020-08-18 11:03:17,460 - mmaction - INFO - Epoch [142][480/627] lr: 2.523e-01, eta: 1 day, 3:30:09, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6422, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.2774 2020-08-18 11:03:45,430 - mmaction - INFO - Epoch [142][500/627] lr: 2.523e-01, eta: 1 day, 3:29:42, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3952, top5_acc: 0.6415, loss_cls: 2.7384, loss: 2.7384, grad_norm: 1.2781 2020-08-18 11:04:13,417 - mmaction - INFO - Epoch [142][520/627] lr: 2.523e-01, eta: 1 day, 3:29:15, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6490, loss_cls: 2.7067, loss: 2.7067, grad_norm: 1.2848 2020-08-18 11:04:42,149 - mmaction - INFO - Epoch [142][540/627] lr: 2.523e-01, eta: 1 day, 3:28:48, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6374, loss_cls: 2.7575, loss: 2.7575, grad_norm: 1.3072 2020-08-18 11:05:10,229 - mmaction - INFO - Epoch [142][560/627] lr: 2.523e-01, eta: 1 day, 3:28:20, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.3913, top5_acc: 0.6410, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.2892 2020-08-18 11:05:38,404 - mmaction - INFO - Epoch [142][580/627] lr: 2.523e-01, eta: 1 day, 3:27:53, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6415, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.2950 2020-08-18 11:06:06,153 - mmaction - INFO - Epoch [142][600/627] lr: 2.523e-01, eta: 1 day, 3:27:26, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3943, top5_acc: 0.6428, loss_cls: 2.7440, loss: 2.7440, grad_norm: 1.2600 2020-08-18 11:06:34,531 - mmaction - INFO - Epoch [142][620/627] lr: 2.523e-01, eta: 1 day, 3:26:59, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.3859, top5_acc: 0.6326, loss_cls: 2.7743, loss: 2.7743, grad_norm: 1.3093 2020-08-18 11:07:18,971 - mmaction - INFO - Epoch [143][20/627] lr: 2.487e-01, eta: 1 day, 3:26:20, time: 1.767, data_time: 0.669, memory: 8470, top1_acc: 0.3982, top5_acc: 0.6452, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.2890 2020-08-18 11:07:45,479 - mmaction - INFO - Epoch [143][40/627] lr: 2.487e-01, eta: 1 day, 3:25:51, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.3983, top5_acc: 0.6490, loss_cls: 2.6819, loss: 2.6819, grad_norm: 1.2709 2020-08-18 11:08:12,770 - mmaction - INFO - Epoch [143][60/627] lr: 2.487e-01, eta: 1 day, 3:25:23, time: 1.361, data_time: 0.007, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6439, loss_cls: 2.6958, loss: 2.6958, grad_norm: 1.2850 2020-08-18 11:08:39,951 - mmaction - INFO - Epoch [143][80/627] lr: 2.487e-01, eta: 1 day, 3:24:55, time: 1.363, data_time: 0.007, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.2900 2020-08-18 11:09:08,128 - mmaction - INFO - Epoch [143][100/627] lr: 2.487e-01, eta: 1 day, 3:24:28, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4021, top5_acc: 0.6447, loss_cls: 2.7067, loss: 2.7067, grad_norm: 1.2952 2020-08-18 11:09:35,551 - mmaction - INFO - Epoch [143][120/627] lr: 2.487e-01, eta: 1 day, 3:24:00, time: 1.372, data_time: 0.004, memory: 8470, top1_acc: 0.4046, top5_acc: 0.6488, loss_cls: 2.6868, loss: 2.6868, grad_norm: 1.2922 2020-08-18 11:10:03,515 - mmaction - INFO - Epoch [143][140/627] lr: 2.487e-01, eta: 1 day, 3:23:33, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4035, top5_acc: 0.6518, loss_cls: 2.6704, loss: 2.6704, grad_norm: 1.3049 2020-08-18 11:10:31,314 - mmaction - INFO - Epoch [143][160/627] lr: 2.487e-01, eta: 1 day, 3:23:05, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.3936, top5_acc: 0.6376, loss_cls: 2.7451, loss: 2.7451, grad_norm: 1.2940 2020-08-18 11:10:58,925 - mmaction - INFO - Epoch [143][180/627] lr: 2.487e-01, eta: 1 day, 3:22:38, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.3975, top5_acc: 0.6469, loss_cls: 2.7140, loss: 2.7140, grad_norm: 1.3055 2020-08-18 11:11:27,976 - mmaction - INFO - Epoch [143][200/627] lr: 2.487e-01, eta: 1 day, 3:22:11, time: 1.451, data_time: 0.007, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6480, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.2842 2020-08-18 11:11:55,822 - mmaction - INFO - Epoch [143][220/627] lr: 2.487e-01, eta: 1 day, 3:21:44, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4012, top5_acc: 0.6529, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.2890 2020-08-18 11:12:23,651 - mmaction - INFO - Epoch [143][240/627] lr: 2.487e-01, eta: 1 day, 3:21:16, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6466, loss_cls: 2.7052, loss: 2.7052, grad_norm: 1.3039 2020-08-18 11:12:51,603 - mmaction - INFO - Epoch [143][260/627] lr: 2.487e-01, eta: 1 day, 3:20:49, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3810, top5_acc: 0.6346, loss_cls: 2.7786, loss: 2.7786, grad_norm: 1.2787 2020-08-18 11:13:20,300 - mmaction - INFO - Epoch [143][280/627] lr: 2.487e-01, eta: 1 day, 3:20:22, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.3913, top5_acc: 0.6340, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.2848 2020-08-18 11:13:48,987 - mmaction - INFO - Epoch [143][300/627] lr: 2.487e-01, eta: 1 day, 3:19:55, time: 1.436, data_time: 0.003, memory: 8470, top1_acc: 0.3930, top5_acc: 0.6408, loss_cls: 2.7234, loss: 2.7234, grad_norm: 1.2949 2020-08-18 11:14:16,183 - mmaction - INFO - Epoch [143][320/627] lr: 2.487e-01, eta: 1 day, 3:19:27, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.3977, top5_acc: 0.6484, loss_cls: 2.7242, loss: 2.7242, grad_norm: 1.2958 2020-08-18 11:14:43,830 - mmaction - INFO - Epoch [143][340/627] lr: 2.487e-01, eta: 1 day, 3:18:59, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.4046, top5_acc: 0.6534, loss_cls: 2.6680, loss: 2.6680, grad_norm: 1.2755 2020-08-18 11:15:12,002 - mmaction - INFO - Epoch [143][360/627] lr: 2.487e-01, eta: 1 day, 3:18:32, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4008, top5_acc: 0.6445, loss_cls: 2.7290, loss: 2.7290, grad_norm: 1.3142 2020-08-18 11:15:40,697 - mmaction - INFO - Epoch [143][380/627] lr: 2.487e-01, eta: 1 day, 3:18:05, time: 1.436, data_time: 0.003, memory: 8470, top1_acc: 0.3918, top5_acc: 0.6421, loss_cls: 2.7356, loss: 2.7356, grad_norm: 1.3054 2020-08-18 11:16:08,244 - mmaction - INFO - Epoch [143][400/627] lr: 2.487e-01, eta: 1 day, 3:17:38, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3944, top5_acc: 0.6376, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.2887 2020-08-18 11:16:36,940 - mmaction - INFO - Epoch [143][420/627] lr: 2.487e-01, eta: 1 day, 3:17:11, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7375, loss: 2.7375, grad_norm: 1.3086 2020-08-18 11:17:04,304 - mmaction - INFO - Epoch [143][440/627] lr: 2.487e-01, eta: 1 day, 3:16:43, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.3945, top5_acc: 0.6456, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.2882 2020-08-18 11:17:31,937 - mmaction - INFO - Epoch [143][460/627] lr: 2.487e-01, eta: 1 day, 3:16:15, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3977, top5_acc: 0.6431, loss_cls: 2.7428, loss: 2.7428, grad_norm: 1.3097 2020-08-18 11:17:59,792 - mmaction - INFO - Epoch [143][480/627] lr: 2.487e-01, eta: 1 day, 3:15:48, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.3917, top5_acc: 0.6376, loss_cls: 2.7483, loss: 2.7483, grad_norm: 1.3032 2020-08-18 11:18:27,598 - mmaction - INFO - Epoch [143][500/627] lr: 2.487e-01, eta: 1 day, 3:15:20, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.3887, top5_acc: 0.6419, loss_cls: 2.7396, loss: 2.7396, grad_norm: 1.2794 2020-08-18 11:18:55,342 - mmaction - INFO - Epoch [143][520/627] lr: 2.487e-01, eta: 1 day, 3:14:53, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.3952, top5_acc: 0.6426, loss_cls: 2.7422, loss: 2.7422, grad_norm: 1.2887 2020-08-18 11:19:23,444 - mmaction - INFO - Epoch [143][540/627] lr: 2.487e-01, eta: 1 day, 3:14:25, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3895, top5_acc: 0.6419, loss_cls: 2.7628, loss: 2.7628, grad_norm: 1.2975 2020-08-18 11:19:51,330 - mmaction - INFO - Epoch [143][560/627] lr: 2.487e-01, eta: 1 day, 3:13:58, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3853, top5_acc: 0.6340, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.2955 2020-08-18 11:20:20,038 - mmaction - INFO - Epoch [143][580/627] lr: 2.487e-01, eta: 1 day, 3:13:31, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6387, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.2987 2020-08-18 11:20:47,990 - mmaction - INFO - Epoch [143][600/627] lr: 2.487e-01, eta: 1 day, 3:13:04, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3962, top5_acc: 0.6488, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.2755 2020-08-18 11:21:15,525 - mmaction - INFO - Epoch [143][620/627] lr: 2.487e-01, eta: 1 day, 3:12:36, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4053, top5_acc: 0.6536, loss_cls: 2.6651, loss: 2.6651, grad_norm: 1.3246 2020-08-18 11:21:56,308 - mmaction - INFO - Epoch [144][20/627] lr: 2.451e-01, eta: 1 day, 3:11:54, time: 1.594, data_time: 0.386, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6310, loss_cls: 2.7630, loss: 2.7630, grad_norm: 1.3001 2020-08-18 11:22:23,003 - mmaction - INFO - Epoch [144][40/627] lr: 2.451e-01, eta: 1 day, 3:11:26, time: 1.334, data_time: 0.002, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6461, loss_cls: 2.6952, loss: 2.6952, grad_norm: 1.2825 2020-08-18 11:22:50,388 - mmaction - INFO - Epoch [144][60/627] lr: 2.451e-01, eta: 1 day, 3:10:58, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4004, top5_acc: 0.6439, loss_cls: 2.6925, loss: 2.6925, grad_norm: 1.3079 2020-08-18 11:23:18,612 - mmaction - INFO - Epoch [144][80/627] lr: 2.451e-01, eta: 1 day, 3:10:31, time: 1.409, data_time: 0.003, memory: 8470, top1_acc: 0.4040, top5_acc: 0.6452, loss_cls: 2.6988, loss: 2.6988, grad_norm: 1.3106 2020-08-18 11:23:46,257 - mmaction - INFO - Epoch [144][100/627] lr: 2.451e-01, eta: 1 day, 3:10:03, time: 1.384, data_time: 0.007, memory: 8470, top1_acc: 0.4115, top5_acc: 0.6548, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.2960 2020-08-18 11:24:14,344 - mmaction - INFO - Epoch [144][120/627] lr: 2.451e-01, eta: 1 day, 3:09:36, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.4078, top5_acc: 0.6490, loss_cls: 2.6892, loss: 2.6892, grad_norm: 1.2982 2020-08-18 11:24:42,401 - mmaction - INFO - Epoch [144][140/627] lr: 2.451e-01, eta: 1 day, 3:09:09, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3941, top5_acc: 0.6395, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.3043 2020-08-18 11:25:10,042 - mmaction - INFO - Epoch [144][160/627] lr: 2.451e-01, eta: 1 day, 3:08:41, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.3874, top5_acc: 0.6417, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.3146 2020-08-18 11:25:37,367 - mmaction - INFO - Epoch [144][180/627] lr: 2.451e-01, eta: 1 day, 3:08:13, time: 1.366, data_time: 0.002, memory: 8470, top1_acc: 0.3990, top5_acc: 0.6480, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.3036 2020-08-18 11:26:04,988 - mmaction - INFO - Epoch [144][200/627] lr: 2.451e-01, eta: 1 day, 3:07:45, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.4004, top5_acc: 0.6508, loss_cls: 2.7008, loss: 2.7008, grad_norm: 1.3106 2020-08-18 11:26:32,908 - mmaction - INFO - Epoch [144][220/627] lr: 2.451e-01, eta: 1 day, 3:07:18, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.3941, top5_acc: 0.6417, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.2958 2020-08-18 11:27:00,500 - mmaction - INFO - Epoch [144][240/627] lr: 2.451e-01, eta: 1 day, 3:06:50, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.4072, top5_acc: 0.6471, loss_cls: 2.7130, loss: 2.7130, grad_norm: 1.3193 2020-08-18 11:27:28,661 - mmaction - INFO - Epoch [144][260/627] lr: 2.451e-01, eta: 1 day, 3:06:23, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4021, top5_acc: 0.6434, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.3031 2020-08-18 11:27:56,052 - mmaction - INFO - Epoch [144][280/627] lr: 2.451e-01, eta: 1 day, 3:05:55, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.3965, top5_acc: 0.6464, loss_cls: 2.7397, loss: 2.7397, grad_norm: 1.3106 2020-08-18 11:28:22,806 - mmaction - INFO - Epoch [144][300/627] lr: 2.451e-01, eta: 1 day, 3:05:27, time: 1.340, data_time: 0.007, memory: 8470, top1_acc: 0.3902, top5_acc: 0.6326, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.2935 2020-08-18 11:28:50,562 - mmaction - INFO - Epoch [144][320/627] lr: 2.451e-01, eta: 1 day, 3:04:59, time: 1.388, data_time: 0.003, memory: 8470, top1_acc: 0.3923, top5_acc: 0.6402, loss_cls: 2.7505, loss: 2.7505, grad_norm: 1.3122 2020-08-18 11:29:19,455 - mmaction - INFO - Epoch [144][340/627] lr: 2.451e-01, eta: 1 day, 3:04:33, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3842, top5_acc: 0.6462, loss_cls: 2.7362, loss: 2.7362, grad_norm: 1.3150 2020-08-18 11:29:47,167 - mmaction - INFO - Epoch [144][360/627] lr: 2.451e-01, eta: 1 day, 3:04:05, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.3954, top5_acc: 0.6449, loss_cls: 2.6975, loss: 2.6975, grad_norm: 1.2965 2020-08-18 11:30:15,893 - mmaction - INFO - Epoch [144][380/627] lr: 2.451e-01, eta: 1 day, 3:03:38, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.3917, top5_acc: 0.6496, loss_cls: 2.7176, loss: 2.7176, grad_norm: 1.3039 2020-08-18 11:30:43,618 - mmaction - INFO - Epoch [144][400/627] lr: 2.451e-01, eta: 1 day, 3:03:11, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.3966, top5_acc: 0.6456, loss_cls: 2.7157, loss: 2.7157, grad_norm: 1.2720 2020-08-18 11:31:11,080 - mmaction - INFO - Epoch [144][420/627] lr: 2.451e-01, eta: 1 day, 3:02:43, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.3931, top5_acc: 0.6461, loss_cls: 2.7049, loss: 2.7049, grad_norm: 1.2923 2020-08-18 11:31:38,587 - mmaction - INFO - Epoch [144][440/627] lr: 2.451e-01, eta: 1 day, 3:02:15, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4044, top5_acc: 0.6548, loss_cls: 2.6677, loss: 2.6677, grad_norm: 1.3056 2020-08-18 11:32:07,038 - mmaction - INFO - Epoch [144][460/627] lr: 2.451e-01, eta: 1 day, 3:01:48, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.3246 2020-08-18 11:32:35,382 - mmaction - INFO - Epoch [144][480/627] lr: 2.451e-01, eta: 1 day, 3:01:21, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3918, top5_acc: 0.6470, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.2930 2020-08-18 11:33:02,395 - mmaction - INFO - Epoch [144][500/627] lr: 2.451e-01, eta: 1 day, 3:00:53, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.3966, top5_acc: 0.6487, loss_cls: 2.6859, loss: 2.6859, grad_norm: 1.2891 2020-08-18 11:33:29,979 - mmaction - INFO - Epoch [144][520/627] lr: 2.451e-01, eta: 1 day, 3:00:25, time: 1.380, data_time: 0.003, memory: 8470, top1_acc: 0.4057, top5_acc: 0.6525, loss_cls: 2.6774, loss: 2.6774, grad_norm: 1.3190 2020-08-18 11:33:58,138 - mmaction - INFO - Epoch [144][540/627] lr: 2.451e-01, eta: 1 day, 2:59:58, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6393, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.3030 2020-08-18 11:34:27,173 - mmaction - INFO - Epoch [144][560/627] lr: 2.451e-01, eta: 1 day, 2:59:31, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6395, loss_cls: 2.7618, loss: 2.7618, grad_norm: 1.3007 2020-08-18 11:34:54,166 - mmaction - INFO - Epoch [144][580/627] lr: 2.451e-01, eta: 1 day, 2:59:03, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.3997, top5_acc: 0.6490, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.2898 2020-08-18 11:35:22,273 - mmaction - INFO - Epoch [144][600/627] lr: 2.451e-01, eta: 1 day, 2:58:36, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4036, top5_acc: 0.6488, loss_cls: 2.7070, loss: 2.7070, grad_norm: 1.3014 2020-08-18 11:35:49,730 - mmaction - INFO - Epoch [144][620/627] lr: 2.451e-01, eta: 1 day, 2:58:08, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3853, top5_acc: 0.6353, loss_cls: 2.7833, loss: 2.7833, grad_norm: 1.3048 2020-08-18 11:35:58,594 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-08-18 11:36:29,770 - mmaction - INFO - Epoch [145][20/627] lr: 2.415e-01, eta: 1 day, 2:57:24, time: 1.467, data_time: 0.326, memory: 8470, top1_acc: 0.3905, top5_acc: 0.6345, loss_cls: 2.7639, loss: 2.7639, grad_norm: 1.2858 2020-08-18 11:36:56,982 - mmaction - INFO - Epoch [145][40/627] lr: 2.415e-01, eta: 1 day, 2:56:56, time: 1.360, data_time: 0.002, memory: 8470, top1_acc: 0.4057, top5_acc: 0.6522, loss_cls: 2.6855, loss: 2.6855, grad_norm: 1.3282 2020-08-18 11:37:24,857 - mmaction - INFO - Epoch [145][60/627] lr: 2.415e-01, eta: 1 day, 2:56:29, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.7205, loss: 2.7205, grad_norm: 1.2989 2020-08-18 11:37:52,711 - mmaction - INFO - Epoch [145][80/627] lr: 2.415e-01, eta: 1 day, 2:56:02, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.4124, top5_acc: 0.6534, loss_cls: 2.6700, loss: 2.6700, grad_norm: 1.2962 2020-08-18 11:38:20,810 - mmaction - INFO - Epoch [145][100/627] lr: 2.415e-01, eta: 1 day, 2:55:34, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4061, top5_acc: 0.6605, loss_cls: 2.6423, loss: 2.6423, grad_norm: 1.2907 2020-08-18 11:38:49,397 - mmaction - INFO - Epoch [145][120/627] lr: 2.415e-01, eta: 1 day, 2:55:07, time: 1.430, data_time: 0.002, memory: 8470, top1_acc: 0.4018, top5_acc: 0.6539, loss_cls: 2.6837, loss: 2.6837, grad_norm: 1.3082 2020-08-18 11:39:18,266 - mmaction - INFO - Epoch [145][140/627] lr: 2.415e-01, eta: 1 day, 2:54:41, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6471, loss_cls: 2.7105, loss: 2.7105, grad_norm: 1.3035 2020-08-18 11:39:46,864 - mmaction - INFO - Epoch [145][160/627] lr: 2.415e-01, eta: 1 day, 2:54:14, time: 1.429, data_time: 0.002, memory: 8470, top1_acc: 0.3973, top5_acc: 0.6424, loss_cls: 2.6985, loss: 2.6985, grad_norm: 1.3070 2020-08-18 11:40:15,255 - mmaction - INFO - Epoch [145][180/627] lr: 2.415e-01, eta: 1 day, 2:53:47, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.4034, top5_acc: 0.6452, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.3057 2020-08-18 11:40:45,134 - mmaction - INFO - Epoch [145][200/627] lr: 2.415e-01, eta: 1 day, 2:53:21, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.3990, top5_acc: 0.6591, loss_cls: 2.6522, loss: 2.6522, grad_norm: 1.2944 2020-08-18 11:41:12,908 - mmaction - INFO - Epoch [145][220/627] lr: 2.415e-01, eta: 1 day, 2:52:53, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.3872, top5_acc: 0.6418, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.3158 2020-08-18 11:41:41,483 - mmaction - INFO - Epoch [145][240/627] lr: 2.415e-01, eta: 1 day, 2:52:26, time: 1.429, data_time: 0.003, memory: 8470, top1_acc: 0.4059, top5_acc: 0.6530, loss_cls: 2.6716, loss: 2.6716, grad_norm: 1.2793 2020-08-18 11:42:10,820 - mmaction - INFO - Epoch [145][260/627] lr: 2.415e-01, eta: 1 day, 2:52:00, time: 1.466, data_time: 0.007, memory: 8470, top1_acc: 0.3979, top5_acc: 0.6512, loss_cls: 2.6854, loss: 2.6854, grad_norm: 1.3214 2020-08-18 11:42:38,969 - mmaction - INFO - Epoch [145][280/627] lr: 2.415e-01, eta: 1 day, 2:51:33, time: 1.409, data_time: 0.003, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6456, loss_cls: 2.7063, loss: 2.7063, grad_norm: 1.2948 2020-08-18 11:43:07,308 - mmaction - INFO - Epoch [145][300/627] lr: 2.415e-01, eta: 1 day, 2:51:06, time: 1.417, data_time: 0.004, memory: 8470, top1_acc: 0.4055, top5_acc: 0.6424, loss_cls: 2.7189, loss: 2.7189, grad_norm: 1.3143 2020-08-18 11:43:35,331 - mmaction - INFO - Epoch [145][320/627] lr: 2.415e-01, eta: 1 day, 2:50:38, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.3872, top5_acc: 0.6396, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.3340 2020-08-18 11:44:02,997 - mmaction - INFO - Epoch [145][340/627] lr: 2.415e-01, eta: 1 day, 2:50:10, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4025, top5_acc: 0.6464, loss_cls: 2.7047, loss: 2.7047, grad_norm: 1.3133 2020-08-18 11:44:29,771 - mmaction - INFO - Epoch [145][360/627] lr: 2.415e-01, eta: 1 day, 2:49:42, time: 1.342, data_time: 0.007, memory: 8470, top1_acc: 0.3953, top5_acc: 0.6335, loss_cls: 2.7527, loss: 2.7527, grad_norm: 1.3255 2020-08-18 11:44:57,988 - mmaction - INFO - Epoch [145][380/627] lr: 2.415e-01, eta: 1 day, 2:49:15, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4100, top5_acc: 0.6534, loss_cls: 2.6651, loss: 2.6651, grad_norm: 1.2943 2020-08-18 11:45:25,775 - mmaction - INFO - Epoch [145][400/627] lr: 2.415e-01, eta: 1 day, 2:48:47, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.3924, top5_acc: 0.6473, loss_cls: 2.7186, loss: 2.7186, grad_norm: 1.3205 2020-08-18 11:45:53,493 - mmaction - INFO - Epoch [145][420/627] lr: 2.415e-01, eta: 1 day, 2:48:20, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4062, top5_acc: 0.6529, loss_cls: 2.6899, loss: 2.6899, grad_norm: 1.3243 2020-08-18 11:46:20,898 - mmaction - INFO - Epoch [145][440/627] lr: 2.415e-01, eta: 1 day, 2:47:52, time: 1.373, data_time: 0.007, memory: 8470, top1_acc: 0.3909, top5_acc: 0.6402, loss_cls: 2.7380, loss: 2.7380, grad_norm: 1.3068 2020-08-18 11:46:48,506 - mmaction - INFO - Epoch [145][460/627] lr: 2.415e-01, eta: 1 day, 2:47:24, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.3997, top5_acc: 0.6454, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.2924 2020-08-18 11:47:16,032 - mmaction - INFO - Epoch [145][480/627] lr: 2.415e-01, eta: 1 day, 2:46:57, time: 1.375, data_time: 0.007, memory: 8470, top1_acc: 0.3939, top5_acc: 0.6421, loss_cls: 2.7281, loss: 2.7281, grad_norm: 1.3123 2020-08-18 11:47:43,685 - mmaction - INFO - Epoch [145][500/627] lr: 2.415e-01, eta: 1 day, 2:46:29, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.3970, top5_acc: 0.6439, loss_cls: 2.7389, loss: 2.7389, grad_norm: 1.3263 2020-08-18 11:48:12,693 - mmaction - INFO - Epoch [145][520/627] lr: 2.415e-01, eta: 1 day, 2:46:02, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.3879, top5_acc: 0.6243, loss_cls: 2.7942, loss: 2.7942, grad_norm: 1.3069 2020-08-18 11:48:39,600 - mmaction - INFO - Epoch [145][540/627] lr: 2.415e-01, eta: 1 day, 2:45:34, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.4046, top5_acc: 0.6483, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.2718 2020-08-18 11:49:08,589 - mmaction - INFO - Epoch [145][560/627] lr: 2.415e-01, eta: 1 day, 2:45:07, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.4014, top5_acc: 0.6374, loss_cls: 2.7280, loss: 2.7280, grad_norm: 1.3121 2020-08-18 11:49:36,170 - mmaction - INFO - Epoch [145][580/627] lr: 2.415e-01, eta: 1 day, 2:44:40, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.4062, top5_acc: 0.6521, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.3196 2020-08-18 11:50:04,296 - mmaction - INFO - Epoch [145][600/627] lr: 2.415e-01, eta: 1 day, 2:44:13, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6548, loss_cls: 2.6855, loss: 2.6855, grad_norm: 1.3100 2020-08-18 11:50:32,541 - mmaction - INFO - Epoch [145][620/627] lr: 2.415e-01, eta: 1 day, 2:43:45, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.4018, top5_acc: 0.6384, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.3154 2020-08-18 11:51:13,649 - mmaction - INFO - Epoch [146][20/627] lr: 2.379e-01, eta: 1 day, 2:43:04, time: 1.620, data_time: 0.415, memory: 8470, top1_acc: 0.3936, top5_acc: 0.6423, loss_cls: 2.7238, loss: 2.7238, grad_norm: 1.3029 2020-08-18 11:51:41,795 - mmaction - INFO - Epoch [146][40/627] lr: 2.379e-01, eta: 1 day, 2:42:37, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4048, top5_acc: 0.6564, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.3293 2020-08-18 11:52:08,645 - mmaction - INFO - Epoch [146][60/627] lr: 2.379e-01, eta: 1 day, 2:42:09, time: 1.345, data_time: 0.007, memory: 8470, top1_acc: 0.4066, top5_acc: 0.6526, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.3163 2020-08-18 11:52:36,900 - mmaction - INFO - Epoch [146][80/627] lr: 2.379e-01, eta: 1 day, 2:41:42, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6466, loss_cls: 2.6946, loss: 2.6946, grad_norm: 1.3282 2020-08-18 11:53:03,962 - mmaction - INFO - Epoch [146][100/627] lr: 2.379e-01, eta: 1 day, 2:41:13, time: 1.351, data_time: 0.003, memory: 8470, top1_acc: 0.4000, top5_acc: 0.6518, loss_cls: 2.7059, loss: 2.7059, grad_norm: 1.3191 2020-08-18 11:53:32,204 - mmaction - INFO - Epoch [146][120/627] lr: 2.379e-01, eta: 1 day, 2:40:46, time: 1.413, data_time: 0.007, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6566, loss_cls: 2.6437, loss: 2.6437, grad_norm: 1.3094 2020-08-18 11:53:59,568 - mmaction - INFO - Epoch [146][140/627] lr: 2.379e-01, eta: 1 day, 2:40:18, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.3988, top5_acc: 0.6544, loss_cls: 2.6828, loss: 2.6828, grad_norm: 1.3292 2020-08-18 11:54:28,301 - mmaction - INFO - Epoch [146][160/627] lr: 2.379e-01, eta: 1 day, 2:39:52, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.3940, top5_acc: 0.6421, loss_cls: 2.7320, loss: 2.7320, grad_norm: 1.3461 2020-08-18 11:54:56,974 - mmaction - INFO - Epoch [146][180/627] lr: 2.379e-01, eta: 1 day, 2:39:25, time: 1.436, data_time: 0.004, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6493, loss_cls: 2.7076, loss: 2.7076, grad_norm: 1.3084 2020-08-18 11:55:25,970 - mmaction - INFO - Epoch [146][200/627] lr: 2.379e-01, eta: 1 day, 2:38:58, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.4044, top5_acc: 0.6552, loss_cls: 2.6781, loss: 2.6781, grad_norm: 1.3089 2020-08-18 11:55:54,451 - mmaction - INFO - Epoch [146][220/627] lr: 2.379e-01, eta: 1 day, 2:38:31, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.3926, top5_acc: 0.6424, loss_cls: 2.7387, loss: 2.7387, grad_norm: 1.3514 2020-08-18 11:56:23,795 - mmaction - INFO - Epoch [146][240/627] lr: 2.379e-01, eta: 1 day, 2:38:05, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.3958, top5_acc: 0.6397, loss_cls: 2.7480, loss: 2.7480, grad_norm: 1.3272 2020-08-18 11:56:53,846 - mmaction - INFO - Epoch [146][260/627] lr: 2.379e-01, eta: 1 day, 2:37:39, time: 1.505, data_time: 0.006, memory: 8470, top1_acc: 0.3987, top5_acc: 0.6560, loss_cls: 2.7002, loss: 2.7002, grad_norm: 1.3148 2020-08-18 11:57:21,411 - mmaction - INFO - Epoch [146][280/627] lr: 2.379e-01, eta: 1 day, 2:37:11, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.3996, top5_acc: 0.6400, loss_cls: 2.7131, loss: 2.7131, grad_norm: 1.3252 2020-08-18 11:57:50,077 - mmaction - INFO - Epoch [146][300/627] lr: 2.379e-01, eta: 1 day, 2:36:44, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3969, top5_acc: 0.6466, loss_cls: 2.7126, loss: 2.7126, grad_norm: 1.3275 2020-08-18 11:58:18,483 - mmaction - INFO - Epoch [146][320/627] lr: 2.379e-01, eta: 1 day, 2:36:17, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.4064, top5_acc: 0.6417, loss_cls: 2.7137, loss: 2.7137, grad_norm: 1.3163 2020-08-18 11:58:47,287 - mmaction - INFO - Epoch [146][340/627] lr: 2.379e-01, eta: 1 day, 2:35:50, time: 1.439, data_time: 0.002, memory: 8470, top1_acc: 0.3966, top5_acc: 0.6501, loss_cls: 2.6820, loss: 2.6820, grad_norm: 1.3099 2020-08-18 11:59:16,170 - mmaction - INFO - Epoch [146][360/627] lr: 2.379e-01, eta: 1 day, 2:35:24, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.3932, top5_acc: 0.6404, loss_cls: 2.7371, loss: 2.7371, grad_norm: 1.3163 2020-08-18 11:59:44,524 - mmaction - INFO - Epoch [146][380/627] lr: 2.379e-01, eta: 1 day, 2:34:57, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6559, loss_cls: 2.6789, loss: 2.6789, grad_norm: 1.3347 2020-08-18 12:00:17,080 - mmaction - INFO - Epoch [146][400/627] lr: 2.379e-01, eta: 1 day, 2:34:32, time: 1.616, data_time: 0.006, memory: 8470, top1_acc: 0.3990, top5_acc: 0.6522, loss_cls: 2.6974, loss: 2.6974, grad_norm: 1.3395 2020-08-18 12:00:44,540 - mmaction - INFO - Epoch [146][420/627] lr: 2.379e-01, eta: 1 day, 2:34:05, time: 1.383, data_time: 0.027, memory: 8470, top1_acc: 0.3962, top5_acc: 0.6503, loss_cls: 2.7182, loss: 2.7182, grad_norm: 1.3042 2020-08-18 12:01:12,098 - mmaction - INFO - Epoch [146][440/627] lr: 2.379e-01, eta: 1 day, 2:33:37, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.4111, top5_acc: 0.6557, loss_cls: 2.6593, loss: 2.6593, grad_norm: 1.3036 2020-08-18 12:01:40,392 - mmaction - INFO - Epoch [146][460/627] lr: 2.379e-01, eta: 1 day, 2:33:10, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.3971, top5_acc: 0.6510, loss_cls: 2.7075, loss: 2.7075, grad_norm: 1.3204 2020-08-18 12:02:09,411 - mmaction - INFO - Epoch [146][480/627] lr: 2.379e-01, eta: 1 day, 2:32:43, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6462, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.3123 2020-08-18 12:02:37,250 - mmaction - INFO - Epoch [146][500/627] lr: 2.379e-01, eta: 1 day, 2:32:16, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.3927, top5_acc: 0.6501, loss_cls: 2.7160, loss: 2.7160, grad_norm: 1.3291 2020-08-18 12:03:05,285 - mmaction - INFO - Epoch [146][520/627] lr: 2.379e-01, eta: 1 day, 2:31:48, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.3992, top5_acc: 0.6451, loss_cls: 2.7207, loss: 2.7207, grad_norm: 1.3153 2020-08-18 12:03:33,792 - mmaction - INFO - Epoch [146][540/627] lr: 2.379e-01, eta: 1 day, 2:31:21, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4029, top5_acc: 0.6370, loss_cls: 2.7426, loss: 2.7426, grad_norm: 1.3144 2020-08-18 12:04:01,471 - mmaction - INFO - Epoch [146][560/627] lr: 2.379e-01, eta: 1 day, 2:30:54, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.3977, top5_acc: 0.6419, loss_cls: 2.7160, loss: 2.7160, grad_norm: 1.3377 2020-08-18 12:04:29,153 - mmaction - INFO - Epoch [146][580/627] lr: 2.379e-01, eta: 1 day, 2:30:26, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6508, loss_cls: 2.7138, loss: 2.7138, grad_norm: 1.3158 2020-08-18 12:04:57,494 - mmaction - INFO - Epoch [146][600/627] lr: 2.379e-01, eta: 1 day, 2:29:59, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.3947, top5_acc: 0.6435, loss_cls: 2.7307, loss: 2.7307, grad_norm: 1.3054 2020-08-18 12:05:25,123 - mmaction - INFO - Epoch [146][620/627] lr: 2.379e-01, eta: 1 day, 2:29:31, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.3935, top5_acc: 0.6388, loss_cls: 2.7279, loss: 2.7279, grad_norm: 1.3230 2020-08-18 12:06:09,917 - mmaction - INFO - Epoch [147][20/627] lr: 2.343e-01, eta: 1 day, 2:28:53, time: 1.796, data_time: 0.600, memory: 8470, top1_acc: 0.4115, top5_acc: 0.6490, loss_cls: 2.6760, loss: 2.6760, grad_norm: 1.3041 2020-08-18 12:06:36,591 - mmaction - INFO - Epoch [147][40/627] lr: 2.343e-01, eta: 1 day, 2:28:25, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6598, loss_cls: 2.6243, loss: 2.6243, grad_norm: 1.3207 2020-08-18 12:07:04,084 - mmaction - INFO - Epoch [147][60/627] lr: 2.343e-01, eta: 1 day, 2:27:57, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6471, loss_cls: 2.7158, loss: 2.7158, grad_norm: 1.3465 2020-08-18 12:07:32,433 - mmaction - INFO - Epoch [147][80/627] lr: 2.343e-01, eta: 1 day, 2:27:30, time: 1.420, data_time: 0.007, memory: 8470, top1_acc: 0.4048, top5_acc: 0.6509, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.3407 2020-08-18 12:08:00,859 - mmaction - INFO - Epoch [147][100/627] lr: 2.343e-01, eta: 1 day, 2:27:03, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.4013, top5_acc: 0.6497, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.3111 2020-08-18 12:08:29,553 - mmaction - INFO - Epoch [147][120/627] lr: 2.343e-01, eta: 1 day, 2:26:36, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.3888, top5_acc: 0.6405, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.3529 2020-08-18 12:08:56,404 - mmaction - INFO - Epoch [147][140/627] lr: 2.343e-01, eta: 1 day, 2:26:07, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.4057, top5_acc: 0.6569, loss_cls: 2.6694, loss: 2.6694, grad_norm: 1.3293 2020-08-18 12:09:25,176 - mmaction - INFO - Epoch [147][160/627] lr: 2.343e-01, eta: 1 day, 2:25:41, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.4055, top5_acc: 0.6595, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.3237 2020-08-18 12:09:53,408 - mmaction - INFO - Epoch [147][180/627] lr: 2.343e-01, eta: 1 day, 2:25:13, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.3909, top5_acc: 0.6397, loss_cls: 2.7397, loss: 2.7397, grad_norm: 1.3450 2020-08-18 12:10:21,468 - mmaction - INFO - Epoch [147][200/627] lr: 2.343e-01, eta: 1 day, 2:24:46, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4066, top5_acc: 0.6539, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.3339 2020-08-18 12:10:48,406 - mmaction - INFO - Epoch [147][220/627] lr: 2.343e-01, eta: 1 day, 2:24:18, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4091, top5_acc: 0.6478, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.3235 2020-08-18 12:11:17,410 - mmaction - INFO - Epoch [147][240/627] lr: 2.343e-01, eta: 1 day, 2:23:51, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.4152, top5_acc: 0.6582, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.3198 2020-08-18 12:11:44,648 - mmaction - INFO - Epoch [147][260/627] lr: 2.343e-01, eta: 1 day, 2:23:23, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.4059, top5_acc: 0.6522, loss_cls: 2.6733, loss: 2.6733, grad_norm: 1.3520 2020-08-18 12:12:12,979 - mmaction - INFO - Epoch [147][280/627] lr: 2.343e-01, eta: 1 day, 2:22:56, time: 1.416, data_time: 0.007, memory: 8470, top1_acc: 0.4023, top5_acc: 0.6503, loss_cls: 2.6919, loss: 2.6919, grad_norm: 1.3470 2020-08-18 12:12:40,779 - mmaction - INFO - Epoch [147][300/627] lr: 2.343e-01, eta: 1 day, 2:22:29, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6549, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.3463 2020-08-18 12:13:08,131 - mmaction - INFO - Epoch [147][320/627] lr: 2.343e-01, eta: 1 day, 2:22:01, time: 1.371, data_time: 0.007, memory: 8470, top1_acc: 0.3960, top5_acc: 0.6458, loss_cls: 2.7146, loss: 2.7146, grad_norm: 1.3417 2020-08-18 12:13:36,638 - mmaction - INFO - Epoch [147][340/627] lr: 2.343e-01, eta: 1 day, 2:21:34, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.4040, top5_acc: 0.6522, loss_cls: 2.6883, loss: 2.6883, grad_norm: 1.3325 2020-08-18 12:14:05,364 - mmaction - INFO - Epoch [147][360/627] lr: 2.343e-01, eta: 1 day, 2:21:07, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.3979, top5_acc: 0.6406, loss_cls: 2.7277, loss: 2.7277, grad_norm: 1.3286 2020-08-18 12:14:33,490 - mmaction - INFO - Epoch [147][380/627] lr: 2.343e-01, eta: 1 day, 2:20:40, time: 1.406, data_time: 0.007, memory: 8470, top1_acc: 0.3945, top5_acc: 0.6441, loss_cls: 2.7283, loss: 2.7283, grad_norm: 1.3166 2020-08-18 12:15:01,930 - mmaction - INFO - Epoch [147][400/627] lr: 2.343e-01, eta: 1 day, 2:20:12, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6943, loss: 2.6943, grad_norm: 1.3382 2020-08-18 12:15:29,439 - mmaction - INFO - Epoch [147][420/627] lr: 2.343e-01, eta: 1 day, 2:19:45, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.3960, top5_acc: 0.6436, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.3220 2020-08-18 12:15:57,058 - mmaction - INFO - Epoch [147][440/627] lr: 2.343e-01, eta: 1 day, 2:19:17, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.4044, top5_acc: 0.6581, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.3383 2020-08-18 12:16:25,059 - mmaction - INFO - Epoch [147][460/627] lr: 2.343e-01, eta: 1 day, 2:18:50, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.3980, top5_acc: 0.6435, loss_cls: 2.7332, loss: 2.7332, grad_norm: 1.3222 2020-08-18 12:16:52,547 - mmaction - INFO - Epoch [147][480/627] lr: 2.343e-01, eta: 1 day, 2:18:22, time: 1.374, data_time: 0.007, memory: 8470, top1_acc: 0.4033, top5_acc: 0.6497, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.3272 2020-08-18 12:17:20,450 - mmaction - INFO - Epoch [147][500/627] lr: 2.343e-01, eta: 1 day, 2:17:54, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.3958, top5_acc: 0.6460, loss_cls: 2.7065, loss: 2.7065, grad_norm: 1.3223 2020-08-18 12:17:49,284 - mmaction - INFO - Epoch [147][520/627] lr: 2.343e-01, eta: 1 day, 2:17:28, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.3992, top5_acc: 0.6488, loss_cls: 2.7048, loss: 2.7048, grad_norm: 1.3368 2020-08-18 12:18:16,681 - mmaction - INFO - Epoch [147][540/627] lr: 2.343e-01, eta: 1 day, 2:17:00, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.4096, top5_acc: 0.6503, loss_cls: 2.6741, loss: 2.6741, grad_norm: 1.3371 2020-08-18 12:18:44,251 - mmaction - INFO - Epoch [147][560/627] lr: 2.343e-01, eta: 1 day, 2:16:32, time: 1.379, data_time: 0.003, memory: 8470, top1_acc: 0.3908, top5_acc: 0.6418, loss_cls: 2.7582, loss: 2.7582, grad_norm: 1.3841 2020-08-18 12:19:11,847 - mmaction - INFO - Epoch [147][580/627] lr: 2.343e-01, eta: 1 day, 2:16:04, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.3956, top5_acc: 0.6448, loss_cls: 2.7424, loss: 2.7424, grad_norm: 1.3148 2020-08-18 12:19:39,467 - mmaction - INFO - Epoch [147][600/627] lr: 2.343e-01, eta: 1 day, 2:15:37, time: 1.379, data_time: 0.007, memory: 8470, top1_acc: 0.3983, top5_acc: 0.6441, loss_cls: 2.7065, loss: 2.7065, grad_norm: 1.3259 2020-08-18 12:20:07,125 - mmaction - INFO - Epoch [147][620/627] lr: 2.343e-01, eta: 1 day, 2:15:09, time: 1.386, data_time: 0.007, memory: 8470, top1_acc: 0.3945, top5_acc: 0.6473, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.3203 2020-08-18 12:20:47,600 - mmaction - INFO - Epoch [148][20/627] lr: 2.307e-01, eta: 1 day, 2:14:28, time: 1.584, data_time: 0.380, memory: 8470, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.3187 2020-08-18 12:21:13,930 - mmaction - INFO - Epoch [148][40/627] lr: 2.307e-01, eta: 1 day, 2:13:59, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.4076, top5_acc: 0.6479, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.3241 2020-08-18 12:21:42,291 - mmaction - INFO - Epoch [148][60/627] lr: 2.307e-01, eta: 1 day, 2:13:32, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.4089, top5_acc: 0.6461, loss_cls: 2.6810, loss: 2.6810, grad_norm: 1.3517 2020-08-18 12:22:09,367 - mmaction - INFO - Epoch [148][80/627] lr: 2.307e-01, eta: 1 day, 2:13:04, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.4108, top5_acc: 0.6497, loss_cls: 2.6585, loss: 2.6585, grad_norm: 1.3389 2020-08-18 12:22:37,842 - mmaction - INFO - Epoch [148][100/627] lr: 2.307e-01, eta: 1 day, 2:12:37, time: 1.425, data_time: 0.008, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6521, loss_cls: 2.6723, loss: 2.6723, grad_norm: 1.3488 2020-08-18 12:23:05,406 - mmaction - INFO - Epoch [148][120/627] lr: 2.307e-01, eta: 1 day, 2:12:09, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4079, top5_acc: 0.6607, loss_cls: 2.6445, loss: 2.6445, grad_norm: 1.3057 2020-08-18 12:23:33,307 - mmaction - INFO - Epoch [148][140/627] lr: 2.307e-01, eta: 1 day, 2:11:41, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6488, loss_cls: 2.7028, loss: 2.7028, grad_norm: 1.3452 2020-08-18 12:24:02,245 - mmaction - INFO - Epoch [148][160/627] lr: 2.307e-01, eta: 1 day, 2:11:15, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.3966, top5_acc: 0.6454, loss_cls: 2.7239, loss: 2.7239, grad_norm: 1.3221 2020-08-18 12:24:28,970 - mmaction - INFO - Epoch [148][180/627] lr: 2.307e-01, eta: 1 day, 2:10:46, time: 1.334, data_time: 0.002, memory: 8470, top1_acc: 0.4007, top5_acc: 0.6504, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.3296 2020-08-18 12:24:56,405 - mmaction - INFO - Epoch [148][200/627] lr: 2.307e-01, eta: 1 day, 2:10:19, time: 1.374, data_time: 0.007, memory: 8470, top1_acc: 0.3974, top5_acc: 0.6432, loss_cls: 2.6869, loss: 2.6869, grad_norm: 1.3113 2020-08-18 12:25:24,486 - mmaction - INFO - Epoch [148][220/627] lr: 2.307e-01, eta: 1 day, 2:09:51, time: 1.403, data_time: 0.004, memory: 8470, top1_acc: 0.4065, top5_acc: 0.6570, loss_cls: 2.6562, loss: 2.6562, grad_norm: 1.3287 2020-08-18 12:25:53,109 - mmaction - INFO - Epoch [148][240/627] lr: 2.307e-01, eta: 1 day, 2:09:24, time: 1.431, data_time: 0.008, memory: 8470, top1_acc: 0.3992, top5_acc: 0.6503, loss_cls: 2.7029, loss: 2.7029, grad_norm: 1.3216 2020-08-18 12:26:20,254 - mmaction - INFO - Epoch [148][260/627] lr: 2.307e-01, eta: 1 day, 2:08:56, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4069, top5_acc: 0.6490, loss_cls: 2.6844, loss: 2.6844, grad_norm: 1.3347 2020-08-18 12:26:49,051 - mmaction - INFO - Epoch [148][280/627] lr: 2.307e-01, eta: 1 day, 2:08:29, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6453, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.3083 2020-08-18 12:27:16,743 - mmaction - INFO - Epoch [148][300/627] lr: 2.307e-01, eta: 1 day, 2:08:02, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.4009, top5_acc: 0.6525, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.3328 2020-08-18 12:27:44,225 - mmaction - INFO - Epoch [148][320/627] lr: 2.307e-01, eta: 1 day, 2:07:34, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4046, top5_acc: 0.6540, loss_cls: 2.6851, loss: 2.6851, grad_norm: 1.3183 2020-08-18 12:28:12,724 - mmaction - INFO - Epoch [148][340/627] lr: 2.307e-01, eta: 1 day, 2:07:07, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6671, loss: 2.6671, grad_norm: 1.3369 2020-08-18 12:28:41,726 - mmaction - INFO - Epoch [148][360/627] lr: 2.307e-01, eta: 1 day, 2:06:40, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.4025, top5_acc: 0.6453, loss_cls: 2.6937, loss: 2.6937, grad_norm: 1.3273 2020-08-18 12:29:10,045 - mmaction - INFO - Epoch [148][380/627] lr: 2.307e-01, eta: 1 day, 2:06:13, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.4030, top5_acc: 0.6527, loss_cls: 2.6805, loss: 2.6805, grad_norm: 1.3287 2020-08-18 12:29:37,018 - mmaction - INFO - Epoch [148][400/627] lr: 2.307e-01, eta: 1 day, 2:05:45, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.3960, top5_acc: 0.6505, loss_cls: 2.7078, loss: 2.7078, grad_norm: 1.3477 2020-08-18 12:30:04,584 - mmaction - INFO - Epoch [148][420/627] lr: 2.307e-01, eta: 1 day, 2:05:17, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.4029, top5_acc: 0.6415, loss_cls: 2.7098, loss: 2.7098, grad_norm: 1.3135 2020-08-18 12:30:32,324 - mmaction - INFO - Epoch [148][440/627] lr: 2.307e-01, eta: 1 day, 2:04:50, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.4020, top5_acc: 0.6471, loss_cls: 2.6968, loss: 2.6968, grad_norm: 1.3186 2020-08-18 12:31:00,211 - mmaction - INFO - Epoch [148][460/627] lr: 2.307e-01, eta: 1 day, 2:04:22, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4022, top5_acc: 0.6535, loss_cls: 2.6678, loss: 2.6678, grad_norm: 1.3316 2020-08-18 12:31:29,120 - mmaction - INFO - Epoch [148][480/627] lr: 2.307e-01, eta: 1 day, 2:03:56, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.4030, top5_acc: 0.6530, loss_cls: 2.6916, loss: 2.6916, grad_norm: 1.3375 2020-08-18 12:31:56,673 - mmaction - INFO - Epoch [148][500/627] lr: 2.307e-01, eta: 1 day, 2:03:28, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3995, top5_acc: 0.6503, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.3209 2020-08-18 12:32:24,663 - mmaction - INFO - Epoch [148][520/627] lr: 2.307e-01, eta: 1 day, 2:03:00, time: 1.400, data_time: 0.007, memory: 8470, top1_acc: 0.4154, top5_acc: 0.6605, loss_cls: 2.6282, loss: 2.6282, grad_norm: 1.3313 2020-08-18 12:32:52,628 - mmaction - INFO - Epoch [148][540/627] lr: 2.307e-01, eta: 1 day, 2:02:33, time: 1.396, data_time: 0.007, memory: 8470, top1_acc: 0.3930, top5_acc: 0.6380, loss_cls: 2.7316, loss: 2.7316, grad_norm: 1.3360 2020-08-18 12:33:19,885 - mmaction - INFO - Epoch [148][560/627] lr: 2.307e-01, eta: 1 day, 2:02:05, time: 1.366, data_time: 0.007, memory: 8470, top1_acc: 0.3990, top5_acc: 0.6451, loss_cls: 2.7239, loss: 2.7239, grad_norm: 1.3238 2020-08-18 12:33:50,124 - mmaction - INFO - Epoch [148][580/627] lr: 2.307e-01, eta: 1 day, 2:01:39, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.4012, top5_acc: 0.6581, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.3553 2020-08-18 12:34:17,450 - mmaction - INFO - Epoch [148][600/627] lr: 2.307e-01, eta: 1 day, 2:01:11, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.4065, top5_acc: 0.6462, loss_cls: 2.7113, loss: 2.7113, grad_norm: 1.3353 2020-08-18 12:34:44,464 - mmaction - INFO - Epoch [148][620/627] lr: 2.307e-01, eta: 1 day, 2:00:43, time: 1.349, data_time: 0.004, memory: 8470, top1_acc: 0.3979, top5_acc: 0.6479, loss_cls: 2.7265, loss: 2.7265, grad_norm: 1.3368 2020-08-18 12:34:54,219 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-08-18 12:35:25,497 - mmaction - INFO - Epoch [149][20/627] lr: 2.271e-01, eta: 1 day, 2:00:00, time: 1.474, data_time: 0.326, memory: 8470, top1_acc: 0.4035, top5_acc: 0.6579, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.3274 2020-08-18 12:35:51,762 - mmaction - INFO - Epoch [149][40/627] lr: 2.271e-01, eta: 1 day, 1:59:32, time: 1.315, data_time: 0.004, memory: 8470, top1_acc: 0.4043, top5_acc: 0.6456, loss_cls: 2.6873, loss: 2.6873, grad_norm: 1.3469 2020-08-18 12:36:18,917 - mmaction - INFO - Epoch [149][60/627] lr: 2.271e-01, eta: 1 day, 1:59:03, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.4082, top5_acc: 0.6581, loss_cls: 2.6598, loss: 2.6598, grad_norm: 1.3285 2020-08-18 12:36:47,092 - mmaction - INFO - Epoch [149][80/627] lr: 2.271e-01, eta: 1 day, 1:58:36, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4077, top5_acc: 0.6540, loss_cls: 2.6628, loss: 2.6628, grad_norm: 1.3207 2020-08-18 12:37:15,023 - mmaction - INFO - Epoch [149][100/627] lr: 2.271e-01, eta: 1 day, 1:58:09, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4035, top5_acc: 0.6514, loss_cls: 2.6720, loss: 2.6720, grad_norm: 1.3407 2020-08-18 12:37:42,765 - mmaction - INFO - Epoch [149][120/627] lr: 2.271e-01, eta: 1 day, 1:57:41, time: 1.387, data_time: 0.007, memory: 8470, top1_acc: 0.4030, top5_acc: 0.6509, loss_cls: 2.6805, loss: 2.6805, grad_norm: 1.3542 2020-08-18 12:38:10,526 - mmaction - INFO - Epoch [149][140/627] lr: 2.271e-01, eta: 1 day, 1:57:14, time: 1.390, data_time: 0.008, memory: 8470, top1_acc: 0.3984, top5_acc: 0.6512, loss_cls: 2.6809, loss: 2.6809, grad_norm: 1.3309 2020-08-18 12:38:38,177 - mmaction - INFO - Epoch [149][160/627] lr: 2.271e-01, eta: 1 day, 1:56:46, time: 1.383, data_time: 0.004, memory: 8470, top1_acc: 0.4039, top5_acc: 0.6520, loss_cls: 2.6888, loss: 2.6888, grad_norm: 1.3362 2020-08-18 12:39:05,868 - mmaction - INFO - Epoch [149][180/627] lr: 2.271e-01, eta: 1 day, 1:56:18, time: 1.386, data_time: 0.003, memory: 8470, top1_acc: 0.4063, top5_acc: 0.6556, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.3484 2020-08-18 12:39:33,927 - mmaction - INFO - Epoch [149][200/627] lr: 2.271e-01, eta: 1 day, 1:55:51, time: 1.401, data_time: 0.004, memory: 8470, top1_acc: 0.4065, top5_acc: 0.6572, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.3401 2020-08-18 12:40:01,232 - mmaction - INFO - Epoch [149][220/627] lr: 2.271e-01, eta: 1 day, 1:55:23, time: 1.365, data_time: 0.007, memory: 8470, top1_acc: 0.4126, top5_acc: 0.6552, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.3304 2020-08-18 12:40:30,186 - mmaction - INFO - Epoch [149][240/627] lr: 2.271e-01, eta: 1 day, 1:54:56, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.4073, top5_acc: 0.6527, loss_cls: 2.6689, loss: 2.6689, grad_norm: 1.3451 2020-08-18 12:40:58,058 - mmaction - INFO - Epoch [149][260/627] lr: 2.271e-01, eta: 1 day, 1:54:29, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.4098, top5_acc: 0.6565, loss_cls: 2.6700, loss: 2.6700, grad_norm: 1.3413 2020-08-18 12:41:25,437 - mmaction - INFO - Epoch [149][280/627] lr: 2.271e-01, eta: 1 day, 1:54:01, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.3880, top5_acc: 0.6426, loss_cls: 2.7404, loss: 2.7404, grad_norm: 1.3479 2020-08-18 12:41:53,454 - mmaction - INFO - Epoch [149][300/627] lr: 2.271e-01, eta: 1 day, 1:53:34, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.4074, top5_acc: 0.6628, loss_cls: 2.6463, loss: 2.6463, grad_norm: 1.3522 2020-08-18 12:42:21,576 - mmaction - INFO - Epoch [149][320/627] lr: 2.271e-01, eta: 1 day, 1:53:06, time: 1.408, data_time: 0.007, memory: 8470, top1_acc: 0.3993, top5_acc: 0.6516, loss_cls: 2.6828, loss: 2.6828, grad_norm: 1.3581 2020-08-18 12:42:50,580 - mmaction - INFO - Epoch [149][340/627] lr: 2.271e-01, eta: 1 day, 1:52:40, time: 1.448, data_time: 0.002, memory: 8470, top1_acc: 0.4150, top5_acc: 0.6590, loss_cls: 2.6485, loss: 2.6485, grad_norm: 1.3561 2020-08-18 12:43:18,088 - mmaction - INFO - Epoch [149][360/627] lr: 2.271e-01, eta: 1 day, 1:52:12, time: 1.375, data_time: 0.007, memory: 8470, top1_acc: 0.4027, top5_acc: 0.6478, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.3305 2020-08-18 12:43:44,974 - mmaction - INFO - Epoch [149][380/627] lr: 2.271e-01, eta: 1 day, 1:51:44, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4060, top5_acc: 0.6534, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.3300 2020-08-18 12:44:14,436 - mmaction - INFO - Epoch [149][400/627] lr: 2.271e-01, eta: 1 day, 1:51:17, time: 1.473, data_time: 0.007, memory: 8470, top1_acc: 0.4076, top5_acc: 0.6551, loss_cls: 2.6652, loss: 2.6652, grad_norm: 1.3337 2020-08-18 12:44:41,068 - mmaction - INFO - Epoch [149][420/627] lr: 2.271e-01, eta: 1 day, 1:50:49, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.4128, top5_acc: 0.6559, loss_cls: 2.6544, loss: 2.6544, grad_norm: 1.3434 2020-08-18 12:45:09,202 - mmaction - INFO - Epoch [149][440/627] lr: 2.271e-01, eta: 1 day, 1:50:22, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4022, top5_acc: 0.6526, loss_cls: 2.6684, loss: 2.6684, grad_norm: 1.3456 2020-08-18 12:45:37,430 - mmaction - INFO - Epoch [149][460/627] lr: 2.271e-01, eta: 1 day, 1:49:54, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4091, top5_acc: 0.6577, loss_cls: 2.6542, loss: 2.6542, grad_norm: 1.3364 2020-08-18 12:46:05,032 - mmaction - INFO - Epoch [149][480/627] lr: 2.271e-01, eta: 1 day, 1:49:27, time: 1.381, data_time: 0.007, memory: 8470, top1_acc: 0.3983, top5_acc: 0.6448, loss_cls: 2.7255, loss: 2.7255, grad_norm: 1.3420 2020-08-18 12:46:32,879 - mmaction - INFO - Epoch [149][500/627] lr: 2.271e-01, eta: 1 day, 1:48:59, time: 1.391, data_time: 0.004, memory: 8470, top1_acc: 0.4132, top5_acc: 0.6612, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.3244 2020-08-18 12:47:00,711 - mmaction - INFO - Epoch [149][520/627] lr: 2.271e-01, eta: 1 day, 1:48:32, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4134, top5_acc: 0.6548, loss_cls: 2.6681, loss: 2.6681, grad_norm: 1.3403 2020-08-18 12:47:28,441 - mmaction - INFO - Epoch [149][540/627] lr: 2.271e-01, eta: 1 day, 1:48:04, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.4063, top5_acc: 0.6533, loss_cls: 2.6857, loss: 2.6857, grad_norm: 1.3726 2020-08-18 12:47:57,117 - mmaction - INFO - Epoch [149][560/627] lr: 2.271e-01, eta: 1 day, 1:47:37, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.3978, top5_acc: 0.6443, loss_cls: 2.7247, loss: 2.7247, grad_norm: 1.3491 2020-08-18 12:48:24,926 - mmaction - INFO - Epoch [149][580/627] lr: 2.271e-01, eta: 1 day, 1:47:10, time: 1.392, data_time: 0.007, memory: 8470, top1_acc: 0.4036, top5_acc: 0.6553, loss_cls: 2.7058, loss: 2.7058, grad_norm: 1.3664 2020-08-18 12:48:53,862 - mmaction - INFO - Epoch [149][600/627] lr: 2.271e-01, eta: 1 day, 1:46:43, time: 1.447, data_time: 0.003, memory: 8470, top1_acc: 0.4029, top5_acc: 0.6451, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.3228 2020-08-18 12:49:21,285 - mmaction - INFO - Epoch [149][620/627] lr: 2.271e-01, eta: 1 day, 1:46:15, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.4052, top5_acc: 0.6482, loss_cls: 2.6776, loss: 2.6776, grad_norm: 1.3242 2020-08-18 12:50:03,186 - mmaction - INFO - Epoch [150][20/627] lr: 2.235e-01, eta: 1 day, 1:45:35, time: 1.648, data_time: 0.402, memory: 8470, top1_acc: 0.4005, top5_acc: 0.6509, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.3335 2020-08-18 12:50:30,069 - mmaction - INFO - Epoch [150][40/627] lr: 2.235e-01, eta: 1 day, 1:45:06, time: 1.344, data_time: 0.003, memory: 8470, top1_acc: 0.4172, top5_acc: 0.6581, loss_cls: 2.6215, loss: 2.6215, grad_norm: 1.3524 2020-08-18 12:50:58,539 - mmaction - INFO - Epoch [150][60/627] lr: 2.235e-01, eta: 1 day, 1:44:39, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.4182, top5_acc: 0.6557, loss_cls: 2.6572, loss: 2.6572, grad_norm: 1.3640 2020-08-18 12:51:26,557 - mmaction - INFO - Epoch [150][80/627] lr: 2.235e-01, eta: 1 day, 1:44:12, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.4030, top5_acc: 0.6533, loss_cls: 2.6834, loss: 2.6834, grad_norm: 1.3482 2020-08-18 12:51:54,314 - mmaction - INFO - Epoch [150][100/627] lr: 2.235e-01, eta: 1 day, 1:43:44, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6599, loss_cls: 2.6331, loss: 2.6331, grad_norm: 1.3326 2020-08-18 12:52:23,083 - mmaction - INFO - Epoch [150][120/627] lr: 2.235e-01, eta: 1 day, 1:43:17, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.4065, top5_acc: 0.6507, loss_cls: 2.6553, loss: 2.6553, grad_norm: 1.3477 2020-08-18 12:52:50,903 - mmaction - INFO - Epoch [150][140/627] lr: 2.235e-01, eta: 1 day, 1:42:50, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4174, top5_acc: 0.6562, loss_cls: 2.6454, loss: 2.6454, grad_norm: 1.3595 2020-08-18 12:53:19,055 - mmaction - INFO - Epoch [150][160/627] lr: 2.235e-01, eta: 1 day, 1:42:23, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4198, top5_acc: 0.6611, loss_cls: 2.6293, loss: 2.6293, grad_norm: 1.3268 2020-08-18 12:53:46,245 - mmaction - INFO - Epoch [150][180/627] lr: 2.235e-01, eta: 1 day, 1:41:55, time: 1.362, data_time: 0.007, memory: 8470, top1_acc: 0.4033, top5_acc: 0.6566, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.3472 2020-08-18 12:54:14,496 - mmaction - INFO - Epoch [150][200/627] lr: 2.235e-01, eta: 1 day, 1:41:27, time: 1.411, data_time: 0.007, memory: 8470, top1_acc: 0.4139, top5_acc: 0.6591, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.3428 2020-08-18 12:54:42,715 - mmaction - INFO - Epoch [150][220/627] lr: 2.235e-01, eta: 1 day, 1:41:00, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.6711, loss: 2.6711, grad_norm: 1.3852 2020-08-18 12:55:10,523 - mmaction - INFO - Epoch [150][240/627] lr: 2.235e-01, eta: 1 day, 1:40:33, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.4061, top5_acc: 0.6434, loss_cls: 2.6854, loss: 2.6854, grad_norm: 1.3446 2020-08-18 12:55:38,866 - mmaction - INFO - Epoch [150][260/627] lr: 2.235e-01, eta: 1 day, 1:40:05, time: 1.416, data_time: 0.002, memory: 8470, top1_acc: 0.4038, top5_acc: 0.6447, loss_cls: 2.7012, loss: 2.7012, grad_norm: 1.3236 2020-08-18 12:56:07,813 - mmaction - INFO - Epoch [150][280/627] lr: 2.235e-01, eta: 1 day, 1:39:39, time: 1.447, data_time: 0.007, memory: 8470, top1_acc: 0.4102, top5_acc: 0.6542, loss_cls: 2.6510, loss: 2.6510, grad_norm: 1.3568 2020-08-18 12:56:35,796 - mmaction - INFO - Epoch [150][300/627] lr: 2.235e-01, eta: 1 day, 1:39:11, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.3919, top5_acc: 0.6423, loss_cls: 2.7245, loss: 2.7245, grad_norm: 1.3501 2020-08-18 12:57:03,791 - mmaction - INFO - Epoch [150][320/627] lr: 2.235e-01, eta: 1 day, 1:38:44, time: 1.398, data_time: 0.004, memory: 8470, top1_acc: 0.4160, top5_acc: 0.6608, loss_cls: 2.6162, loss: 2.6162, grad_norm: 1.3508 2020-08-18 12:57:31,597 - mmaction - INFO - Epoch [150][340/627] lr: 2.235e-01, eta: 1 day, 1:38:16, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4161, top5_acc: 0.6651, loss_cls: 2.6355, loss: 2.6355, grad_norm: 1.3585 2020-08-18 12:58:00,182 - mmaction - INFO - Epoch [150][360/627] lr: 2.235e-01, eta: 1 day, 1:37:49, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.4068, top5_acc: 0.6543, loss_cls: 2.6698, loss: 2.6698, grad_norm: 1.3473 2020-08-18 12:58:28,732 - mmaction - INFO - Epoch [150][380/627] lr: 2.235e-01, eta: 1 day, 1:37:22, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.3993, top5_acc: 0.6474, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.3632 2020-08-18 12:58:56,203 - mmaction - INFO - Epoch [150][400/627] lr: 2.235e-01, eta: 1 day, 1:36:55, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6461, loss_cls: 2.7020, loss: 2.7020, grad_norm: 1.3362 2020-08-18 12:59:25,242 - mmaction - INFO - Epoch [150][420/627] lr: 2.235e-01, eta: 1 day, 1:36:28, time: 1.450, data_time: 0.004, memory: 8470, top1_acc: 0.4113, top5_acc: 0.6526, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.3485 2020-08-18 12:59:53,106 - mmaction - INFO - Epoch [150][440/627] lr: 2.235e-01, eta: 1 day, 1:36:00, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.4118, top5_acc: 0.6521, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.3372 2020-08-18 13:00:25,265 - mmaction - INFO - Epoch [150][460/627] lr: 2.235e-01, eta: 1 day, 1:35:36, time: 1.598, data_time: 0.006, memory: 8470, top1_acc: 0.4036, top5_acc: 0.6583, loss_cls: 2.6503, loss: 2.6503, grad_norm: 1.3576 2020-08-18 13:00:52,979 - mmaction - INFO - Epoch [150][480/627] lr: 2.235e-01, eta: 1 day, 1:35:08, time: 1.395, data_time: 0.018, memory: 8470, top1_acc: 0.4095, top5_acc: 0.6561, loss_cls: 2.6641, loss: 2.6641, grad_norm: 1.3524 2020-08-18 13:01:20,551 - mmaction - INFO - Epoch [150][500/627] lr: 2.235e-01, eta: 1 day, 1:34:41, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.3982, top5_acc: 0.6591, loss_cls: 2.6504, loss: 2.6504, grad_norm: 1.3479 2020-08-18 13:01:48,391 - mmaction - INFO - Epoch [150][520/627] lr: 2.235e-01, eta: 1 day, 1:34:13, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4148, top5_acc: 0.6568, loss_cls: 2.6592, loss: 2.6592, grad_norm: 1.3389 2020-08-18 13:02:17,374 - mmaction - INFO - Epoch [150][540/627] lr: 2.235e-01, eta: 1 day, 1:33:46, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.4077, top5_acc: 0.6569, loss_cls: 2.6609, loss: 2.6609, grad_norm: 1.3834 2020-08-18 13:02:44,601 - mmaction - INFO - Epoch [150][560/627] lr: 2.235e-01, eta: 1 day, 1:33:18, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4021, top5_acc: 0.6560, loss_cls: 2.6688, loss: 2.6688, grad_norm: 1.3475 2020-08-18 13:03:13,321 - mmaction - INFO - Epoch [150][580/627] lr: 2.235e-01, eta: 1 day, 1:32:51, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3995, top5_acc: 0.6493, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.3635 2020-08-18 13:03:44,330 - mmaction - INFO - Epoch [150][600/627] lr: 2.235e-01, eta: 1 day, 1:32:26, time: 1.550, data_time: 0.003, memory: 8470, top1_acc: 0.3970, top5_acc: 0.6512, loss_cls: 2.6804, loss: 2.6804, grad_norm: 1.3766 2020-08-18 13:04:10,931 - mmaction - INFO - Epoch [150][620/627] lr: 2.235e-01, eta: 1 day, 1:31:58, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.4036, top5_acc: 0.6587, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.3760 2020-08-18 13:04:55,889 - mmaction - INFO - Epoch [151][20/627] lr: 2.200e-01, eta: 1 day, 1:31:19, time: 1.800, data_time: 0.583, memory: 8470, top1_acc: 0.4048, top5_acc: 0.6514, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.3470 2020-08-18 13:05:21,901 - mmaction - INFO - Epoch [151][40/627] lr: 2.200e-01, eta: 1 day, 1:30:51, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.4104, top5_acc: 0.6604, loss_cls: 2.6489, loss: 2.6489, grad_norm: 1.3403 2020-08-18 13:05:49,698 - mmaction - INFO - Epoch [151][60/627] lr: 2.200e-01, eta: 1 day, 1:30:23, time: 1.390, data_time: 0.002, memory: 8470, top1_acc: 0.4168, top5_acc: 0.6618, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.3625 2020-08-18 13:06:17,443 - mmaction - INFO - Epoch [151][80/627] lr: 2.200e-01, eta: 1 day, 1:29:56, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.4197, top5_acc: 0.6654, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.3604 2020-08-18 13:06:45,431 - mmaction - INFO - Epoch [151][100/627] lr: 2.200e-01, eta: 1 day, 1:29:28, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.4083, top5_acc: 0.6564, loss_cls: 2.6570, loss: 2.6570, grad_norm: 1.3511 2020-08-18 13:07:13,511 - mmaction - INFO - Epoch [151][120/627] lr: 2.200e-01, eta: 1 day, 1:29:01, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4129, top5_acc: 0.6654, loss_cls: 2.6269, loss: 2.6269, grad_norm: 1.3666 2020-08-18 13:07:43,468 - mmaction - INFO - Epoch [151][140/627] lr: 2.200e-01, eta: 1 day, 1:28:35, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.4018, top5_acc: 0.6568, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.3836 2020-08-18 13:08:10,803 - mmaction - INFO - Epoch [151][160/627] lr: 2.200e-01, eta: 1 day, 1:28:07, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4061, top5_acc: 0.6569, loss_cls: 2.6616, loss: 2.6616, grad_norm: 1.3489 2020-08-18 13:08:38,621 - mmaction - INFO - Epoch [151][180/627] lr: 2.200e-01, eta: 1 day, 1:27:39, time: 1.391, data_time: 0.007, memory: 8470, top1_acc: 0.4061, top5_acc: 0.6560, loss_cls: 2.6753, loss: 2.6753, grad_norm: 1.3667 2020-08-18 13:09:06,680 - mmaction - INFO - Epoch [151][200/627] lr: 2.200e-01, eta: 1 day, 1:27:12, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.4178, top5_acc: 0.6582, loss_cls: 2.6393, loss: 2.6393, grad_norm: 1.3562 2020-08-18 13:09:35,414 - mmaction - INFO - Epoch [151][220/627] lr: 2.200e-01, eta: 1 day, 1:26:45, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.4035, top5_acc: 0.6594, loss_cls: 2.6534, loss: 2.6534, grad_norm: 1.3621 2020-08-18 13:10:03,029 - mmaction - INFO - Epoch [151][240/627] lr: 2.200e-01, eta: 1 day, 1:26:17, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.4013, top5_acc: 0.6435, loss_cls: 2.7116, loss: 2.7116, grad_norm: 1.3493 2020-08-18 13:10:31,421 - mmaction - INFO - Epoch [151][260/627] lr: 2.200e-01, eta: 1 day, 1:25:50, time: 1.421, data_time: 0.003, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6564, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.3595 2020-08-18 13:10:59,417 - mmaction - INFO - Epoch [151][280/627] lr: 2.200e-01, eta: 1 day, 1:25:23, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4010, top5_acc: 0.6529, loss_cls: 2.6875, loss: 2.6875, grad_norm: 1.3649 2020-08-18 13:11:27,869 - mmaction - INFO - Epoch [151][300/627] lr: 2.200e-01, eta: 1 day, 1:24:56, time: 1.423, data_time: 0.004, memory: 8470, top1_acc: 0.4082, top5_acc: 0.6548, loss_cls: 2.6555, loss: 2.6555, grad_norm: 1.3725 2020-08-18 13:11:55,891 - mmaction - INFO - Epoch [151][320/627] lr: 2.200e-01, eta: 1 day, 1:24:28, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4167, top5_acc: 0.6572, loss_cls: 2.6240, loss: 2.6240, grad_norm: 1.3304 2020-08-18 13:12:23,722 - mmaction - INFO - Epoch [151][340/627] lr: 2.200e-01, eta: 1 day, 1:24:01, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4056, top5_acc: 0.6564, loss_cls: 2.6346, loss: 2.6346, grad_norm: 1.3630 2020-08-18 13:12:52,644 - mmaction - INFO - Epoch [151][360/627] lr: 2.200e-01, eta: 1 day, 1:23:34, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.4087, top5_acc: 0.6565, loss_cls: 2.6574, loss: 2.6574, grad_norm: 1.3822 2020-08-18 13:13:20,924 - mmaction - INFO - Epoch [151][380/627] lr: 2.200e-01, eta: 1 day, 1:23:07, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.3956, top5_acc: 0.6540, loss_cls: 2.7024, loss: 2.7024, grad_norm: 1.3783 2020-08-18 13:13:49,370 - mmaction - INFO - Epoch [151][400/627] lr: 2.200e-01, eta: 1 day, 1:22:40, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.3996, top5_acc: 0.6556, loss_cls: 2.6931, loss: 2.6931, grad_norm: 1.3468 2020-08-18 13:14:18,290 - mmaction - INFO - Epoch [151][420/627] lr: 2.200e-01, eta: 1 day, 1:22:13, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.3953, top5_acc: 0.6497, loss_cls: 2.7042, loss: 2.7042, grad_norm: 1.3576 2020-08-18 13:14:45,796 - mmaction - INFO - Epoch [151][440/627] lr: 2.200e-01, eta: 1 day, 1:21:45, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.4124, top5_acc: 0.6602, loss_cls: 2.6670, loss: 2.6670, grad_norm: 1.3486 2020-08-18 13:15:13,551 - mmaction - INFO - Epoch [151][460/627] lr: 2.200e-01, eta: 1 day, 1:21:17, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.4098, top5_acc: 0.6556, loss_cls: 2.6577, loss: 2.6577, grad_norm: 1.3759 2020-08-18 13:15:41,684 - mmaction - INFO - Epoch [151][480/627] lr: 2.200e-01, eta: 1 day, 1:20:50, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.4068, top5_acc: 0.6523, loss_cls: 2.6576, loss: 2.6576, grad_norm: 1.3471 2020-08-18 13:16:09,873 - mmaction - INFO - Epoch [151][500/627] lr: 2.200e-01, eta: 1 day, 1:20:23, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4184, top5_acc: 0.6607, loss_cls: 2.6104, loss: 2.6104, grad_norm: 1.3602 2020-08-18 13:16:38,298 - mmaction - INFO - Epoch [151][520/627] lr: 2.200e-01, eta: 1 day, 1:19:56, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.3990, top5_acc: 0.6538, loss_cls: 2.6831, loss: 2.6831, grad_norm: 1.3677 2020-08-18 13:17:06,730 - mmaction - INFO - Epoch [151][540/627] lr: 2.200e-01, eta: 1 day, 1:19:29, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.4181, top5_acc: 0.6529, loss_cls: 2.6309, loss: 2.6309, grad_norm: 1.3249 2020-08-18 13:17:35,446 - mmaction - INFO - Epoch [151][560/627] lr: 2.200e-01, eta: 1 day, 1:19:02, time: 1.433, data_time: 0.004, memory: 8470, top1_acc: 0.4029, top5_acc: 0.6543, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.3568 2020-08-18 13:18:03,463 - mmaction - INFO - Epoch [151][580/627] lr: 2.200e-01, eta: 1 day, 1:18:34, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.3975, top5_acc: 0.6491, loss_cls: 2.7100, loss: 2.7100, grad_norm: 1.3375 2020-08-18 13:18:31,578 - mmaction - INFO - Epoch [151][600/627] lr: 2.200e-01, eta: 1 day, 1:18:07, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4027, top5_acc: 0.6529, loss_cls: 2.6933, loss: 2.6933, grad_norm: 1.3703 2020-08-18 13:18:59,879 - mmaction - INFO - Epoch [151][620/627] lr: 2.200e-01, eta: 1 day, 1:17:40, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6620, loss_cls: 2.6482, loss: 2.6482, grad_norm: 1.3599 2020-08-18 13:19:40,679 - mmaction - INFO - Epoch [152][20/627] lr: 2.164e-01, eta: 1 day, 1:16:58, time: 1.579, data_time: 0.413, memory: 8470, top1_acc: 0.4055, top5_acc: 0.6551, loss_cls: 2.6665, loss: 2.6665, grad_norm: 1.3606 2020-08-18 13:20:07,940 - mmaction - INFO - Epoch [152][40/627] lr: 2.164e-01, eta: 1 day, 1:16:30, time: 1.364, data_time: 0.006, memory: 8470, top1_acc: 0.4156, top5_acc: 0.6540, loss_cls: 2.6293, loss: 2.6293, grad_norm: 1.3342 2020-08-18 13:20:35,381 - mmaction - INFO - Epoch [152][60/627] lr: 2.164e-01, eta: 1 day, 1:16:03, time: 1.371, data_time: 0.002, memory: 8470, top1_acc: 0.4086, top5_acc: 0.6559, loss_cls: 2.6506, loss: 2.6506, grad_norm: 1.3688 2020-08-18 13:21:03,840 - mmaction - INFO - Epoch [152][80/627] lr: 2.164e-01, eta: 1 day, 1:15:36, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4059, top5_acc: 0.6525, loss_cls: 2.6621, loss: 2.6621, grad_norm: 1.3373 2020-08-18 13:21:31,965 - mmaction - INFO - Epoch [152][100/627] lr: 2.164e-01, eta: 1 day, 1:15:08, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4165, top5_acc: 0.6564, loss_cls: 2.6149, loss: 2.6149, grad_norm: 1.3629 2020-08-18 13:21:59,676 - mmaction - INFO - Epoch [152][120/627] lr: 2.164e-01, eta: 1 day, 1:14:41, time: 1.383, data_time: 0.004, memory: 8470, top1_acc: 0.4116, top5_acc: 0.6592, loss_cls: 2.6300, loss: 2.6300, grad_norm: 1.3811 2020-08-18 13:22:27,770 - mmaction - INFO - Epoch [152][140/627] lr: 2.164e-01, eta: 1 day, 1:14:13, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.4053, top5_acc: 0.6549, loss_cls: 2.6572, loss: 2.6572, grad_norm: 1.3592 2020-08-18 13:22:55,393 - mmaction - INFO - Epoch [152][160/627] lr: 2.164e-01, eta: 1 day, 1:13:46, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6604, loss_cls: 2.6379, loss: 2.6379, grad_norm: 1.3866 2020-08-18 13:23:24,083 - mmaction - INFO - Epoch [152][180/627] lr: 2.164e-01, eta: 1 day, 1:13:19, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.3984, top5_acc: 0.6500, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.3984 2020-08-18 13:23:52,427 - mmaction - INFO - Epoch [152][200/627] lr: 2.164e-01, eta: 1 day, 1:12:51, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.3995, top5_acc: 0.6451, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.3812 2020-08-18 13:24:20,575 - mmaction - INFO - Epoch [152][220/627] lr: 2.164e-01, eta: 1 day, 1:12:24, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4236, top5_acc: 0.6673, loss_cls: 2.6086, loss: 2.6086, grad_norm: 1.3635 2020-08-18 13:24:49,287 - mmaction - INFO - Epoch [152][240/627] lr: 2.164e-01, eta: 1 day, 1:11:57, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.4181, top5_acc: 0.6660, loss_cls: 2.6023, loss: 2.6023, grad_norm: 1.3683 2020-08-18 13:25:17,311 - mmaction - INFO - Epoch [152][260/627] lr: 2.164e-01, eta: 1 day, 1:11:30, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.4126, top5_acc: 0.6527, loss_cls: 2.6756, loss: 2.6756, grad_norm: 1.3646 2020-08-18 13:25:45,729 - mmaction - INFO - Epoch [152][280/627] lr: 2.164e-01, eta: 1 day, 1:11:03, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4130, top5_acc: 0.6622, loss_cls: 2.6169, loss: 2.6169, grad_norm: 1.3588 2020-08-18 13:26:14,212 - mmaction - INFO - Epoch [152][300/627] lr: 2.164e-01, eta: 1 day, 1:10:36, time: 1.424, data_time: 0.002, memory: 8470, top1_acc: 0.4039, top5_acc: 0.6517, loss_cls: 2.6901, loss: 2.6901, grad_norm: 1.3928 2020-08-18 13:26:41,884 - mmaction - INFO - Epoch [152][320/627] lr: 2.164e-01, eta: 1 day, 1:10:08, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.4181, top5_acc: 0.6600, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.3615 2020-08-18 13:27:10,360 - mmaction - INFO - Epoch [152][340/627] lr: 2.164e-01, eta: 1 day, 1:09:41, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.4007, top5_acc: 0.6493, loss_cls: 2.6601, loss: 2.6601, grad_norm: 1.3562 2020-08-18 13:27:38,888 - mmaction - INFO - Epoch [152][360/627] lr: 2.164e-01, eta: 1 day, 1:09:14, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4079, top5_acc: 0.6598, loss_cls: 2.6816, loss: 2.6816, grad_norm: 1.3864 2020-08-18 13:28:07,085 - mmaction - INFO - Epoch [152][380/627] lr: 2.164e-01, eta: 1 day, 1:08:46, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4133, top5_acc: 0.6628, loss_cls: 2.6160, loss: 2.6160, grad_norm: 1.3426 2020-08-18 13:28:35,196 - mmaction - INFO - Epoch [152][400/627] lr: 2.164e-01, eta: 1 day, 1:08:19, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4104, top5_acc: 0.6629, loss_cls: 2.6373, loss: 2.6373, grad_norm: 1.3611 2020-08-18 13:29:04,023 - mmaction - INFO - Epoch [152][420/627] lr: 2.164e-01, eta: 1 day, 1:07:52, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4111, top5_acc: 0.6518, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.3894 2020-08-18 13:29:32,038 - mmaction - INFO - Epoch [152][440/627] lr: 2.164e-01, eta: 1 day, 1:07:25, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.4040, top5_acc: 0.6451, loss_cls: 2.7041, loss: 2.7041, grad_norm: 1.3292 2020-08-18 13:29:59,715 - mmaction - INFO - Epoch [152][460/627] lr: 2.164e-01, eta: 1 day, 1:06:57, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4165, top5_acc: 0.6651, loss_cls: 2.6113, loss: 2.6113, grad_norm: 1.3335 2020-08-18 13:30:28,187 - mmaction - INFO - Epoch [152][480/627] lr: 2.164e-01, eta: 1 day, 1:06:30, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4051, top5_acc: 0.6535, loss_cls: 2.6528, loss: 2.6528, grad_norm: 1.3507 2020-08-18 13:30:56,555 - mmaction - INFO - Epoch [152][500/627] lr: 2.164e-01, eta: 1 day, 1:06:03, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.4112, top5_acc: 0.6507, loss_cls: 2.6630, loss: 2.6630, grad_norm: 1.3686 2020-08-18 13:31:24,777 - mmaction - INFO - Epoch [152][520/627] lr: 2.164e-01, eta: 1 day, 1:05:36, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4040, top5_acc: 0.6539, loss_cls: 2.6683, loss: 2.6683, grad_norm: 1.3661 2020-08-18 13:31:52,549 - mmaction - INFO - Epoch [152][540/627] lr: 2.164e-01, eta: 1 day, 1:05:08, time: 1.389, data_time: 0.004, memory: 8470, top1_acc: 0.4012, top5_acc: 0.6509, loss_cls: 2.6983, loss: 2.6983, grad_norm: 1.3802 2020-08-18 13:32:22,207 - mmaction - INFO - Epoch [152][560/627] lr: 2.164e-01, eta: 1 day, 1:04:42, time: 1.482, data_time: 0.006, memory: 8470, top1_acc: 0.4003, top5_acc: 0.6555, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.3970 2020-08-18 13:32:50,929 - mmaction - INFO - Epoch [152][580/627] lr: 2.164e-01, eta: 1 day, 1:04:15, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6572, loss_cls: 2.6473, loss: 2.6473, grad_norm: 1.3728 2020-08-18 13:33:19,201 - mmaction - INFO - Epoch [152][600/627] lr: 2.164e-01, eta: 1 day, 1:03:47, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4081, top5_acc: 0.6544, loss_cls: 2.6818, loss: 2.6818, grad_norm: 1.4055 2020-08-18 13:33:47,337 - mmaction - INFO - Epoch [152][620/627] lr: 2.164e-01, eta: 1 day, 1:03:20, time: 1.411, data_time: 0.007, memory: 8470, top1_acc: 0.4056, top5_acc: 0.6491, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.3486 2020-08-18 13:33:57,329 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-08-18 13:34:28,903 - mmaction - INFO - Epoch [153][20/627] lr: 2.129e-01, eta: 1 day, 1:02:38, time: 1.486, data_time: 0.329, memory: 8470, top1_acc: 0.4053, top5_acc: 0.6612, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.3615 2020-08-18 13:34:56,733 - mmaction - INFO - Epoch [153][40/627] lr: 2.129e-01, eta: 1 day, 1:02:10, time: 1.391, data_time: 0.003, memory: 8470, top1_acc: 0.4121, top5_acc: 0.6613, loss_cls: 2.6319, loss: 2.6319, grad_norm: 1.3669 2020-08-18 13:35:25,123 - mmaction - INFO - Epoch [153][60/627] lr: 2.129e-01, eta: 1 day, 1:01:43, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4036, top5_acc: 0.6594, loss_cls: 2.6502, loss: 2.6502, grad_norm: 1.3840 2020-08-18 13:35:53,099 - mmaction - INFO - Epoch [153][80/627] lr: 2.129e-01, eta: 1 day, 1:01:15, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4128, top5_acc: 0.6632, loss_cls: 2.6206, loss: 2.6206, grad_norm: 1.3796 2020-08-18 13:36:20,890 - mmaction - INFO - Epoch [153][100/627] lr: 2.129e-01, eta: 1 day, 1:00:48, time: 1.390, data_time: 0.002, memory: 8470, top1_acc: 0.4148, top5_acc: 0.6565, loss_cls: 2.6078, loss: 2.6078, grad_norm: 1.3588 2020-08-18 13:36:48,431 - mmaction - INFO - Epoch [153][120/627] lr: 2.129e-01, eta: 1 day, 1:00:20, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.4217, top5_acc: 0.6702, loss_cls: 2.5872, loss: 2.5872, grad_norm: 1.3652 2020-08-18 13:37:16,680 - mmaction - INFO - Epoch [153][140/627] lr: 2.129e-01, eta: 1 day, 0:59:53, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4072, top5_acc: 0.6622, loss_cls: 2.6084, loss: 2.6084, grad_norm: 1.3781 2020-08-18 13:37:45,424 - mmaction - INFO - Epoch [153][160/627] lr: 2.129e-01, eta: 1 day, 0:59:26, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.4079, top5_acc: 0.6551, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.3799 2020-08-18 13:38:13,746 - mmaction - INFO - Epoch [153][180/627] lr: 2.129e-01, eta: 1 day, 0:58:59, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4020, top5_acc: 0.6556, loss_cls: 2.6917, loss: 2.6917, grad_norm: 1.3711 2020-08-18 13:38:42,032 - mmaction - INFO - Epoch [153][200/627] lr: 2.129e-01, eta: 1 day, 0:58:31, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4180, top5_acc: 0.6643, loss_cls: 2.6063, loss: 2.6063, grad_norm: 1.3463 2020-08-18 13:39:10,632 - mmaction - INFO - Epoch [153][220/627] lr: 2.129e-01, eta: 1 day, 0:58:05, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.4150, top5_acc: 0.6681, loss_cls: 2.6093, loss: 2.6093, grad_norm: 1.3857 2020-08-18 13:39:38,879 - mmaction - INFO - Epoch [153][240/627] lr: 2.129e-01, eta: 1 day, 0:57:37, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.4189, top5_acc: 0.6611, loss_cls: 2.6263, loss: 2.6263, grad_norm: 1.3987 2020-08-18 13:40:07,312 - mmaction - INFO - Epoch [153][260/627] lr: 2.129e-01, eta: 1 day, 0:57:10, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.4099, top5_acc: 0.6557, loss_cls: 2.6752, loss: 2.6752, grad_norm: 1.3908 2020-08-18 13:40:36,306 - mmaction - INFO - Epoch [153][280/627] lr: 2.129e-01, eta: 1 day, 0:56:43, time: 1.450, data_time: 0.003, memory: 8470, top1_acc: 0.4143, top5_acc: 0.6582, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.3921 2020-08-18 13:41:04,718 - mmaction - INFO - Epoch [153][300/627] lr: 2.129e-01, eta: 1 day, 0:56:16, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.4079, top5_acc: 0.6607, loss_cls: 2.6270, loss: 2.6270, grad_norm: 1.3938 2020-08-18 13:41:33,134 - mmaction - INFO - Epoch [153][320/627] lr: 2.129e-01, eta: 1 day, 0:55:49, time: 1.434, data_time: 0.016, memory: 8470, top1_acc: 0.4083, top5_acc: 0.6581, loss_cls: 2.6752, loss: 2.6752, grad_norm: 1.3714 2020-08-18 13:42:01,647 - mmaction - INFO - Epoch [153][340/627] lr: 2.129e-01, eta: 1 day, 0:55:22, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.4035, top5_acc: 0.6612, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.3622 2020-08-18 13:42:29,186 - mmaction - INFO - Epoch [153][360/627] lr: 2.129e-01, eta: 1 day, 0:54:54, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.4141, top5_acc: 0.6612, loss_cls: 2.6316, loss: 2.6316, grad_norm: 1.4112 2020-08-18 13:42:58,722 - mmaction - INFO - Epoch [153][380/627] lr: 2.129e-01, eta: 1 day, 0:54:28, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.4089, top5_acc: 0.6596, loss_cls: 2.6526, loss: 2.6526, grad_norm: 1.3749 2020-08-18 13:43:26,745 - mmaction - INFO - Epoch [153][400/627] lr: 2.129e-01, eta: 1 day, 0:54:00, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.4042, top5_acc: 0.6626, loss_cls: 2.6417, loss: 2.6417, grad_norm: 1.3672 2020-08-18 13:43:55,551 - mmaction - INFO - Epoch [153][420/627] lr: 2.129e-01, eta: 1 day, 0:53:33, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4103, top5_acc: 0.6581, loss_cls: 2.6353, loss: 2.6353, grad_norm: 1.3685 2020-08-18 13:44:22,964 - mmaction - INFO - Epoch [153][440/627] lr: 2.129e-01, eta: 1 day, 0:53:06, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.4091, top5_acc: 0.6542, loss_cls: 2.6723, loss: 2.6723, grad_norm: 1.3830 2020-08-18 13:44:52,050 - mmaction - INFO - Epoch [153][460/627] lr: 2.129e-01, eta: 1 day, 0:52:39, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4061, top5_acc: 0.6534, loss_cls: 2.6543, loss: 2.6543, grad_norm: 1.3675 2020-08-18 13:45:20,438 - mmaction - INFO - Epoch [153][480/627] lr: 2.129e-01, eta: 1 day, 0:52:12, time: 1.423, data_time: 0.007, memory: 8470, top1_acc: 0.4141, top5_acc: 0.6616, loss_cls: 2.6224, loss: 2.6224, grad_norm: 1.3798 2020-08-18 13:45:49,393 - mmaction - INFO - Epoch [153][500/627] lr: 2.129e-01, eta: 1 day, 0:51:45, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.4117, top5_acc: 0.6635, loss_cls: 2.6272, loss: 2.6272, grad_norm: 1.3750 2020-08-18 13:46:17,608 - mmaction - INFO - Epoch [153][520/627] lr: 2.129e-01, eta: 1 day, 0:51:18, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4122, top5_acc: 0.6625, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.3662 2020-08-18 13:46:45,179 - mmaction - INFO - Epoch [153][540/627] lr: 2.129e-01, eta: 1 day, 0:50:50, time: 1.379, data_time: 0.003, memory: 8470, top1_acc: 0.4135, top5_acc: 0.6579, loss_cls: 2.6565, loss: 2.6565, grad_norm: 1.3908 2020-08-18 13:47:13,736 - mmaction - INFO - Epoch [153][560/627] lr: 2.129e-01, eta: 1 day, 0:50:23, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.4083, top5_acc: 0.6562, loss_cls: 2.6609, loss: 2.6609, grad_norm: 1.3881 2020-08-18 13:47:41,915 - mmaction - INFO - Epoch [153][580/627] lr: 2.129e-01, eta: 1 day, 0:49:56, time: 1.408, data_time: 0.007, memory: 8470, top1_acc: 0.4171, top5_acc: 0.6609, loss_cls: 2.6453, loss: 2.6453, grad_norm: 1.3815 2020-08-18 13:48:09,877 - mmaction - INFO - Epoch [153][600/627] lr: 2.129e-01, eta: 1 day, 0:49:28, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.4181, top5_acc: 0.6591, loss_cls: 2.6230, loss: 2.6230, grad_norm: 1.3628 2020-08-18 13:48:38,498 - mmaction - INFO - Epoch [153][620/627] lr: 2.129e-01, eta: 1 day, 0:49:01, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.4151, top5_acc: 0.6592, loss_cls: 2.6261, loss: 2.6261, grad_norm: 1.3700 2020-08-18 13:49:20,135 - mmaction - INFO - Epoch [154][20/627] lr: 2.094e-01, eta: 1 day, 0:48:21, time: 1.650, data_time: 0.439, memory: 8470, top1_acc: 0.4082, top5_acc: 0.6557, loss_cls: 2.6582, loss: 2.6582, grad_norm: 1.4003 2020-08-18 13:49:47,124 - mmaction - INFO - Epoch [154][40/627] lr: 2.094e-01, eta: 1 day, 0:47:53, time: 1.349, data_time: 0.003, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6500, loss_cls: 2.6742, loss: 2.6742, grad_norm: 1.3885 2020-08-18 13:50:15,334 - mmaction - INFO - Epoch [154][60/627] lr: 2.094e-01, eta: 1 day, 0:47:25, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.4137, top5_acc: 0.6650, loss_cls: 2.5973, loss: 2.5973, grad_norm: 1.3821 2020-08-18 13:50:43,457 - mmaction - INFO - Epoch [154][80/627] lr: 2.094e-01, eta: 1 day, 0:46:58, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4263, top5_acc: 0.6659, loss_cls: 2.6039, loss: 2.6039, grad_norm: 1.3790 2020-08-18 13:51:11,072 - mmaction - INFO - Epoch [154][100/627] lr: 2.094e-01, eta: 1 day, 0:46:30, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.4160, top5_acc: 0.6592, loss_cls: 2.6155, loss: 2.6155, grad_norm: 1.3599 2020-08-18 13:51:39,485 - mmaction - INFO - Epoch [154][120/627] lr: 2.094e-01, eta: 1 day, 0:46:03, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.4107, top5_acc: 0.6501, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.3973 2020-08-18 13:52:07,150 - mmaction - INFO - Epoch [154][140/627] lr: 2.094e-01, eta: 1 day, 0:45:36, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.4138, top5_acc: 0.6671, loss_cls: 2.6071, loss: 2.6071, grad_norm: 1.3725 2020-08-18 13:52:35,941 - mmaction - INFO - Epoch [154][160/627] lr: 2.094e-01, eta: 1 day, 0:45:09, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.4224, top5_acc: 0.6620, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.3901 2020-08-18 13:53:04,051 - mmaction - INFO - Epoch [154][180/627] lr: 2.094e-01, eta: 1 day, 0:44:41, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.4201, top5_acc: 0.6674, loss_cls: 2.6016, loss: 2.6016, grad_norm: 1.3873 2020-08-18 13:53:31,887 - mmaction - INFO - Epoch [154][200/627] lr: 2.094e-01, eta: 1 day, 0:44:14, time: 1.392, data_time: 0.007, memory: 8470, top1_acc: 0.4133, top5_acc: 0.6589, loss_cls: 2.6174, loss: 2.6174, grad_norm: 1.3887 2020-08-18 13:54:00,022 - mmaction - INFO - Epoch [154][220/627] lr: 2.094e-01, eta: 1 day, 0:43:46, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.3999, top5_acc: 0.6478, loss_cls: 2.6948, loss: 2.6948, grad_norm: 1.3783 2020-08-18 13:54:28,318 - mmaction - INFO - Epoch [154][240/627] lr: 2.094e-01, eta: 1 day, 0:43:19, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.4193, top5_acc: 0.6599, loss_cls: 2.6256, loss: 2.6256, grad_norm: 1.3984 2020-08-18 13:54:57,733 - mmaction - INFO - Epoch [154][260/627] lr: 2.094e-01, eta: 1 day, 0:42:53, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.4203, top5_acc: 0.6592, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.3782 2020-08-18 13:55:25,320 - mmaction - INFO - Epoch [154][280/627] lr: 2.094e-01, eta: 1 day, 0:42:25, time: 1.380, data_time: 0.003, memory: 8470, top1_acc: 0.4107, top5_acc: 0.6616, loss_cls: 2.6265, loss: 2.6265, grad_norm: 1.3547 2020-08-18 13:55:54,336 - mmaction - INFO - Epoch [154][300/627] lr: 2.094e-01, eta: 1 day, 0:41:58, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4168, top5_acc: 0.6660, loss_cls: 2.6130, loss: 2.6130, grad_norm: 1.3810 2020-08-18 13:56:23,326 - mmaction - INFO - Epoch [154][320/627] lr: 2.094e-01, eta: 1 day, 0:41:31, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.4217, top5_acc: 0.6656, loss_cls: 2.5945, loss: 2.5945, grad_norm: 1.3587 2020-08-18 13:56:51,630 - mmaction - INFO - Epoch [154][340/627] lr: 2.094e-01, eta: 1 day, 0:41:04, time: 1.415, data_time: 0.002, memory: 8470, top1_acc: 0.4219, top5_acc: 0.6677, loss_cls: 2.5990, loss: 2.5990, grad_norm: 1.4027 2020-08-18 13:57:18,911 - mmaction - INFO - Epoch [154][360/627] lr: 2.094e-01, eta: 1 day, 0:40:36, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4105, top5_acc: 0.6618, loss_cls: 2.6550, loss: 2.6550, grad_norm: 1.3819 2020-08-18 13:57:46,806 - mmaction - INFO - Epoch [154][380/627] lr: 2.094e-01, eta: 1 day, 0:40:09, time: 1.392, data_time: 0.007, memory: 8470, top1_acc: 0.4115, top5_acc: 0.6522, loss_cls: 2.6402, loss: 2.6402, grad_norm: 1.3788 2020-08-18 13:58:14,427 - mmaction - INFO - Epoch [154][400/627] lr: 2.094e-01, eta: 1 day, 0:39:41, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.4087, top5_acc: 0.6611, loss_cls: 2.6462, loss: 2.6462, grad_norm: 1.3759 2020-08-18 13:58:42,971 - mmaction - INFO - Epoch [154][420/627] lr: 2.094e-01, eta: 1 day, 0:39:14, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.4051, top5_acc: 0.6646, loss_cls: 2.6331, loss: 2.6331, grad_norm: 1.4064 2020-08-18 13:59:10,831 - mmaction - INFO - Epoch [154][440/627] lr: 2.094e-01, eta: 1 day, 0:38:46, time: 1.396, data_time: 0.007, memory: 8470, top1_acc: 0.4017, top5_acc: 0.6490, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.3761 2020-08-18 13:59:38,709 - mmaction - INFO - Epoch [154][460/627] lr: 2.094e-01, eta: 1 day, 0:38:19, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4128, top5_acc: 0.6658, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.3820 2020-08-18 14:00:12,714 - mmaction - INFO - Epoch [154][480/627] lr: 2.094e-01, eta: 1 day, 0:37:55, time: 1.685, data_time: 0.005, memory: 8470, top1_acc: 0.4096, top5_acc: 0.6639, loss_cls: 2.6315, loss: 2.6315, grad_norm: 1.3982 2020-08-18 14:00:37,582 - mmaction - INFO - Epoch [154][500/627] lr: 2.094e-01, eta: 1 day, 0:37:26, time: 1.258, data_time: 0.024, memory: 8470, top1_acc: 0.4134, top5_acc: 0.6562, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.3926 2020-08-18 14:01:05,345 - mmaction - INFO - Epoch [154][520/627] lr: 2.094e-01, eta: 1 day, 0:36:58, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.4197, top5_acc: 0.6717, loss_cls: 2.6087, loss: 2.6087, grad_norm: 1.3881 2020-08-18 14:01:33,152 - mmaction - INFO - Epoch [154][540/627] lr: 2.094e-01, eta: 1 day, 0:36:31, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.4060, top5_acc: 0.6536, loss_cls: 2.6689, loss: 2.6689, grad_norm: 1.3816 2020-08-18 14:02:01,642 - mmaction - INFO - Epoch [154][560/627] lr: 2.094e-01, eta: 1 day, 0:36:04, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6638, loss_cls: 2.6240, loss: 2.6240, grad_norm: 1.3774 2020-08-18 14:02:30,081 - mmaction - INFO - Epoch [154][580/627] lr: 2.094e-01, eta: 1 day, 0:35:36, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4128, top5_acc: 0.6642, loss_cls: 2.6369, loss: 2.6369, grad_norm: 1.3911 2020-08-18 14:02:58,839 - mmaction - INFO - Epoch [154][600/627] lr: 2.094e-01, eta: 1 day, 0:35:09, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4082, top5_acc: 0.6579, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.4046 2020-08-18 14:03:27,187 - mmaction - INFO - Epoch [154][620/627] lr: 2.094e-01, eta: 1 day, 0:34:42, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4057, top5_acc: 0.6513, loss_cls: 2.6819, loss: 2.6819, grad_norm: 1.4061 2020-08-18 14:04:10,594 - mmaction - INFO - Epoch [155][20/627] lr: 2.059e-01, eta: 1 day, 0:34:03, time: 1.705, data_time: 0.582, memory: 8470, top1_acc: 0.4135, top5_acc: 0.6592, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.3737 2020-08-18 14:04:37,077 - mmaction - INFO - Epoch [155][40/627] lr: 2.059e-01, eta: 1 day, 0:33:34, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.4139, top5_acc: 0.6637, loss_cls: 2.6333, loss: 2.6333, grad_norm: 1.3747 2020-08-18 14:05:04,757 - mmaction - INFO - Epoch [155][60/627] lr: 2.059e-01, eta: 1 day, 0:33:07, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.4161, top5_acc: 0.6645, loss_cls: 2.5960, loss: 2.5960, grad_norm: 1.3873 2020-08-18 14:05:32,899 - mmaction - INFO - Epoch [155][80/627] lr: 2.059e-01, eta: 1 day, 0:32:39, time: 1.407, data_time: 0.002, memory: 8470, top1_acc: 0.4247, top5_acc: 0.6628, loss_cls: 2.5905, loss: 2.5905, grad_norm: 1.3660 2020-08-18 14:06:00,309 - mmaction - INFO - Epoch [155][100/627] lr: 2.059e-01, eta: 1 day, 0:32:11, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4165, top5_acc: 0.6638, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.3842 2020-08-18 14:06:28,865 - mmaction - INFO - Epoch [155][120/627] lr: 2.059e-01, eta: 1 day, 0:31:44, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.4118, top5_acc: 0.6707, loss_cls: 2.6252, loss: 2.6252, grad_norm: 1.4046 2020-08-18 14:06:56,350 - mmaction - INFO - Epoch [155][140/627] lr: 2.059e-01, eta: 1 day, 0:31:17, time: 1.375, data_time: 0.004, memory: 8470, top1_acc: 0.4126, top5_acc: 0.6590, loss_cls: 2.6398, loss: 2.6398, grad_norm: 1.3773 2020-08-18 14:07:23,597 - mmaction - INFO - Epoch [155][160/627] lr: 2.059e-01, eta: 1 day, 0:30:49, time: 1.363, data_time: 0.007, memory: 8470, top1_acc: 0.4174, top5_acc: 0.6665, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.3657 2020-08-18 14:07:51,498 - mmaction - INFO - Epoch [155][180/627] lr: 2.059e-01, eta: 1 day, 0:30:21, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.4137, top5_acc: 0.6587, loss_cls: 2.6306, loss: 2.6306, grad_norm: 1.3763 2020-08-18 14:08:19,328 - mmaction - INFO - Epoch [155][200/627] lr: 2.059e-01, eta: 1 day, 0:29:54, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.4210, top5_acc: 0.6775, loss_cls: 2.5816, loss: 2.5816, grad_norm: 1.3985 2020-08-18 14:08:47,227 - mmaction - INFO - Epoch [155][220/627] lr: 2.059e-01, eta: 1 day, 0:29:26, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4249, top5_acc: 0.6681, loss_cls: 2.5917, loss: 2.5917, grad_norm: 1.3581 2020-08-18 14:09:15,633 - mmaction - INFO - Epoch [155][240/627] lr: 2.059e-01, eta: 1 day, 0:28:59, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4094, top5_acc: 0.6556, loss_cls: 2.6379, loss: 2.6379, grad_norm: 1.3893 2020-08-18 14:09:42,564 - mmaction - INFO - Epoch [155][260/627] lr: 2.059e-01, eta: 1 day, 0:28:31, time: 1.350, data_time: 0.007, memory: 8470, top1_acc: 0.4005, top5_acc: 0.6495, loss_cls: 2.6839, loss: 2.6839, grad_norm: 1.3860 2020-08-18 14:10:09,893 - mmaction - INFO - Epoch [155][280/627] lr: 2.059e-01, eta: 1 day, 0:28:03, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4198, top5_acc: 0.6590, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.3764 2020-08-18 14:10:36,993 - mmaction - INFO - Epoch [155][300/627] lr: 2.059e-01, eta: 1 day, 0:27:35, time: 1.355, data_time: 0.003, memory: 8470, top1_acc: 0.4103, top5_acc: 0.6540, loss_cls: 2.6679, loss: 2.6679, grad_norm: 1.3935 2020-08-18 14:11:04,277 - mmaction - INFO - Epoch [155][320/627] lr: 2.059e-01, eta: 1 day, 0:27:07, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.4184, top5_acc: 0.6632, loss_cls: 2.5984, loss: 2.5984, grad_norm: 1.3657 2020-08-18 14:11:32,488 - mmaction - INFO - Epoch [155][340/627] lr: 2.059e-01, eta: 1 day, 0:26:40, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4090, top5_acc: 0.6603, loss_cls: 2.6320, loss: 2.6320, grad_norm: 1.4077 2020-08-18 14:12:00,678 - mmaction - INFO - Epoch [155][360/627] lr: 2.059e-01, eta: 1 day, 0:26:12, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.4065, top5_acc: 0.6581, loss_cls: 2.6401, loss: 2.6401, grad_norm: 1.4030 2020-08-18 14:12:28,700 - mmaction - INFO - Epoch [155][380/627] lr: 2.059e-01, eta: 1 day, 0:25:45, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4103, top5_acc: 0.6630, loss_cls: 2.6306, loss: 2.6306, grad_norm: 1.3958 2020-08-18 14:12:56,377 - mmaction - INFO - Epoch [155][400/627] lr: 2.059e-01, eta: 1 day, 0:25:17, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4066, top5_acc: 0.6533, loss_cls: 2.6559, loss: 2.6559, grad_norm: 1.3844 2020-08-18 14:13:24,726 - mmaction - INFO - Epoch [155][420/627] lr: 2.059e-01, eta: 1 day, 0:24:50, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4090, top5_acc: 0.6582, loss_cls: 2.6475, loss: 2.6475, grad_norm: 1.3785 2020-08-18 14:13:52,182 - mmaction - INFO - Epoch [155][440/627] lr: 2.059e-01, eta: 1 day, 0:24:22, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6517, loss_cls: 2.6878, loss: 2.6878, grad_norm: 1.3796 2020-08-18 14:14:20,290 - mmaction - INFO - Epoch [155][460/627] lr: 2.059e-01, eta: 1 day, 0:23:55, time: 1.403, data_time: 0.004, memory: 8470, top1_acc: 0.4060, top5_acc: 0.6570, loss_cls: 2.6560, loss: 2.6560, grad_norm: 1.3973 2020-08-18 14:14:47,798 - mmaction - INFO - Epoch [155][480/627] lr: 2.059e-01, eta: 1 day, 0:23:27, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4141, top5_acc: 0.6572, loss_cls: 2.6404, loss: 2.6404, grad_norm: 1.4089 2020-08-18 14:15:15,553 - mmaction - INFO - Epoch [155][500/627] lr: 2.059e-01, eta: 1 day, 0:22:59, time: 1.386, data_time: 0.004, memory: 8470, top1_acc: 0.4172, top5_acc: 0.6612, loss_cls: 2.6414, loss: 2.6414, grad_norm: 1.3927 2020-08-18 14:15:43,551 - mmaction - INFO - Epoch [155][520/627] lr: 2.059e-01, eta: 1 day, 0:22:32, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4086, top5_acc: 0.6577, loss_cls: 2.6590, loss: 2.6590, grad_norm: 1.3886 2020-08-18 14:16:11,389 - mmaction - INFO - Epoch [155][540/627] lr: 2.059e-01, eta: 1 day, 0:22:04, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4087, top5_acc: 0.6612, loss_cls: 2.6297, loss: 2.6297, grad_norm: 1.3955 2020-08-18 14:16:38,668 - mmaction - INFO - Epoch [155][560/627] lr: 2.059e-01, eta: 1 day, 0:21:36, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.4150, top5_acc: 0.6628, loss_cls: 2.6001, loss: 2.6001, grad_norm: 1.3952 2020-08-18 14:17:06,708 - mmaction - INFO - Epoch [155][580/627] lr: 2.059e-01, eta: 1 day, 0:21:09, time: 1.402, data_time: 0.002, memory: 8470, top1_acc: 0.4026, top5_acc: 0.6448, loss_cls: 2.7043, loss: 2.7043, grad_norm: 1.3804 2020-08-18 14:17:34,039 - mmaction - INFO - Epoch [155][600/627] lr: 2.059e-01, eta: 1 day, 0:20:41, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.4247, top5_acc: 0.6702, loss_cls: 2.5827, loss: 2.5827, grad_norm: 1.3763 2020-08-18 14:18:01,429 - mmaction - INFO - Epoch [155][620/627] lr: 2.059e-01, eta: 1 day, 0:20:13, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.4105, top5_acc: 0.6572, loss_cls: 2.6388, loss: 2.6388, grad_norm: 1.3771 2020-08-18 14:18:41,789 - mmaction - INFO - Epoch [156][20/627] lr: 2.024e-01, eta: 1 day, 0:19:32, time: 1.589, data_time: 0.420, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6522, loss_cls: 2.6655, loss: 2.6655, grad_norm: 1.4021 2020-08-18 14:19:09,328 - mmaction - INFO - Epoch [156][40/627] lr: 2.024e-01, eta: 1 day, 0:19:05, time: 1.380, data_time: 0.007, memory: 8470, top1_acc: 0.4227, top5_acc: 0.6738, loss_cls: 2.5673, loss: 2.5673, grad_norm: 1.3987 2020-08-18 14:19:36,675 - mmaction - INFO - Epoch [156][60/627] lr: 2.024e-01, eta: 1 day, 0:18:37, time: 1.367, data_time: 0.004, memory: 8470, top1_acc: 0.4146, top5_acc: 0.6651, loss_cls: 2.6176, loss: 2.6176, grad_norm: 1.4181 2020-08-18 14:20:03,396 - mmaction - INFO - Epoch [156][80/627] lr: 2.024e-01, eta: 1 day, 0:18:08, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.4159, top5_acc: 0.6669, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.3955 2020-08-18 14:20:31,847 - mmaction - INFO - Epoch [156][100/627] lr: 2.024e-01, eta: 1 day, 0:17:41, time: 1.423, data_time: 0.003, memory: 8470, top1_acc: 0.4178, top5_acc: 0.6621, loss_cls: 2.6181, loss: 2.6181, grad_norm: 1.3866 2020-08-18 14:20:59,652 - mmaction - INFO - Epoch [156][120/627] lr: 2.024e-01, eta: 1 day, 0:17:14, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.4210, top5_acc: 0.6674, loss_cls: 2.5918, loss: 2.5918, grad_norm: 1.4240 2020-08-18 14:21:28,138 - mmaction - INFO - Epoch [156][140/627] lr: 2.024e-01, eta: 1 day, 0:16:47, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4193, top5_acc: 0.6673, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.4079 2020-08-18 14:21:55,455 - mmaction - INFO - Epoch [156][160/627] lr: 2.024e-01, eta: 1 day, 0:16:19, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6590, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.4210 2020-08-18 14:22:23,321 - mmaction - INFO - Epoch [156][180/627] lr: 2.024e-01, eta: 1 day, 0:15:51, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.4089, top5_acc: 0.6555, loss_cls: 2.6611, loss: 2.6611, grad_norm: 1.4120 2020-08-18 14:22:52,000 - mmaction - INFO - Epoch [156][200/627] lr: 2.024e-01, eta: 1 day, 0:15:24, time: 1.432, data_time: 0.002, memory: 8470, top1_acc: 0.4113, top5_acc: 0.6622, loss_cls: 2.6031, loss: 2.6031, grad_norm: 1.3810 2020-08-18 14:23:19,823 - mmaction - INFO - Epoch [156][220/627] lr: 2.024e-01, eta: 1 day, 0:14:57, time: 1.391, data_time: 0.007, memory: 8470, top1_acc: 0.4092, top5_acc: 0.6582, loss_cls: 2.6311, loss: 2.6311, grad_norm: 1.4175 2020-08-18 14:23:47,198 - mmaction - INFO - Epoch [156][240/627] lr: 2.024e-01, eta: 1 day, 0:14:29, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.4154 2020-08-18 14:24:15,000 - mmaction - INFO - Epoch [156][260/627] lr: 2.024e-01, eta: 1 day, 0:14:01, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4202, top5_acc: 0.6615, loss_cls: 2.6172, loss: 2.6172, grad_norm: 1.3796 2020-08-18 14:24:43,291 - mmaction - INFO - Epoch [156][280/627] lr: 2.024e-01, eta: 1 day, 0:13:34, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4237, top5_acc: 0.6685, loss_cls: 2.5743, loss: 2.5743, grad_norm: 1.3706 2020-08-18 14:25:11,624 - mmaction - INFO - Epoch [156][300/627] lr: 2.024e-01, eta: 1 day, 0:13:07, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.4072, top5_acc: 0.6525, loss_cls: 2.6555, loss: 2.6555, grad_norm: 1.4174 2020-08-18 14:25:40,587 - mmaction - INFO - Epoch [156][320/627] lr: 2.024e-01, eta: 1 day, 0:12:40, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.4161, top5_acc: 0.6685, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.3992 2020-08-18 14:26:08,104 - mmaction - INFO - Epoch [156][340/627] lr: 2.024e-01, eta: 1 day, 0:12:12, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4201, top5_acc: 0.6668, loss_cls: 2.5921, loss: 2.5921, grad_norm: 1.4171 2020-08-18 14:26:36,007 - mmaction - INFO - Epoch [156][360/627] lr: 2.024e-01, eta: 1 day, 0:11:45, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4108, top5_acc: 0.6496, loss_cls: 2.6479, loss: 2.6479, grad_norm: 1.4157 2020-08-18 14:27:03,840 - mmaction - INFO - Epoch [156][380/627] lr: 2.024e-01, eta: 1 day, 0:11:17, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4151, top5_acc: 0.6650, loss_cls: 2.6133, loss: 2.6133, grad_norm: 1.3683 2020-08-18 14:27:31,319 - mmaction - INFO - Epoch [156][400/627] lr: 2.024e-01, eta: 1 day, 0:10:49, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.4195, top5_acc: 0.6634, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.4029 2020-08-18 14:27:59,630 - mmaction - INFO - Epoch [156][420/627] lr: 2.024e-01, eta: 1 day, 0:10:22, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.4220, top5_acc: 0.6704, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.3869 2020-08-18 14:28:28,276 - mmaction - INFO - Epoch [156][440/627] lr: 2.024e-01, eta: 1 day, 0:09:55, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.4148, top5_acc: 0.6569, loss_cls: 2.6605, loss: 2.6605, grad_norm: 1.3913 2020-08-18 14:28:55,141 - mmaction - INFO - Epoch [156][460/627] lr: 2.024e-01, eta: 1 day, 0:09:27, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.4172, top5_acc: 0.6600, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.3891 2020-08-18 14:29:23,894 - mmaction - INFO - Epoch [156][480/627] lr: 2.024e-01, eta: 1 day, 0:09:00, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.4158, top5_acc: 0.6589, loss_cls: 2.6412, loss: 2.6412, grad_norm: 1.4012 2020-08-18 14:29:51,290 - mmaction - INFO - Epoch [156][500/627] lr: 2.024e-01, eta: 1 day, 0:08:32, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.4253, top5_acc: 0.6594, loss_cls: 2.6041, loss: 2.6041, grad_norm: 1.3879 2020-08-18 14:30:21,623 - mmaction - INFO - Epoch [156][520/627] lr: 2.024e-01, eta: 1 day, 0:08:06, time: 1.516, data_time: 0.005, memory: 8470, top1_acc: 0.4176, top5_acc: 0.6626, loss_cls: 2.6060, loss: 2.6060, grad_norm: 1.3829 2020-08-18 14:30:49,089 - mmaction - INFO - Epoch [156][540/627] lr: 2.024e-01, eta: 1 day, 0:07:38, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4025, top5_acc: 0.6521, loss_cls: 2.6894, loss: 2.6894, grad_norm: 1.4176 2020-08-18 14:31:16,774 - mmaction - INFO - Epoch [156][560/627] lr: 2.024e-01, eta: 1 day, 0:07:10, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4146, top5_acc: 0.6579, loss_cls: 2.6444, loss: 2.6444, grad_norm: 1.3985 2020-08-18 14:31:45,558 - mmaction - INFO - Epoch [156][580/627] lr: 2.024e-01, eta: 1 day, 0:06:44, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.4193, top5_acc: 0.6590, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.3970 2020-08-18 14:32:12,936 - mmaction - INFO - Epoch [156][600/627] lr: 2.024e-01, eta: 1 day, 0:06:16, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4151, top5_acc: 0.6583, loss_cls: 2.6449, loss: 2.6449, grad_norm: 1.3955 2020-08-18 14:32:40,718 - mmaction - INFO - Epoch [156][620/627] lr: 2.024e-01, eta: 1 day, 0:05:48, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.4133, top5_acc: 0.6615, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.4229 2020-08-18 14:32:49,365 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-08-18 14:33:21,391 - mmaction - INFO - Epoch [157][20/627] lr: 1.989e-01, eta: 1 day, 0:05:07, time: 1.538, data_time: 0.348, memory: 8470, top1_acc: 0.4167, top5_acc: 0.6621, loss_cls: 2.6304, loss: 2.6304, grad_norm: 1.4197 2020-08-18 14:33:49,496 - mmaction - INFO - Epoch [157][40/627] lr: 1.989e-01, eta: 1 day, 0:04:39, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4284, top5_acc: 0.6618, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.3936 2020-08-18 14:34:17,023 - mmaction - INFO - Epoch [157][60/627] lr: 1.989e-01, eta: 1 day, 0:04:11, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4197, top5_acc: 0.6574, loss_cls: 2.6393, loss: 2.6393, grad_norm: 1.4217 2020-08-18 14:34:44,132 - mmaction - INFO - Epoch [157][80/627] lr: 1.989e-01, eta: 1 day, 0:03:43, time: 1.357, data_time: 0.007, memory: 8470, top1_acc: 0.4286, top5_acc: 0.6664, loss_cls: 2.5884, loss: 2.5884, grad_norm: 1.4133 2020-08-18 14:35:12,896 - mmaction - INFO - Epoch [157][100/627] lr: 1.989e-01, eta: 1 day, 0:03:16, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.4234, top5_acc: 0.6691, loss_cls: 2.5900, loss: 2.5900, grad_norm: 1.3765 2020-08-18 14:35:40,588 - mmaction - INFO - Epoch [157][120/627] lr: 1.989e-01, eta: 1 day, 0:02:49, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6671, loss_cls: 2.5787, loss: 2.5787, grad_norm: 1.4075 2020-08-18 14:36:08,805 - mmaction - INFO - Epoch [157][140/627] lr: 1.989e-01, eta: 1 day, 0:02:21, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.4208, top5_acc: 0.6693, loss_cls: 2.5614, loss: 2.5614, grad_norm: 1.4107 2020-08-18 14:36:36,217 - mmaction - INFO - Epoch [157][160/627] lr: 1.989e-01, eta: 1 day, 0:01:54, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.4143, top5_acc: 0.6626, loss_cls: 2.6251, loss: 2.6251, grad_norm: 1.4133 2020-08-18 14:37:04,438 - mmaction - INFO - Epoch [157][180/627] lr: 1.989e-01, eta: 1 day, 0:01:26, time: 1.412, data_time: 0.007, memory: 8470, top1_acc: 0.4259, top5_acc: 0.6592, loss_cls: 2.5895, loss: 2.5895, grad_norm: 1.4297 2020-08-18 14:37:32,889 - mmaction - INFO - Epoch [157][200/627] lr: 1.989e-01, eta: 1 day, 0:00:59, time: 1.422, data_time: 0.002, memory: 8470, top1_acc: 0.4117, top5_acc: 0.6650, loss_cls: 2.6076, loss: 2.6076, grad_norm: 1.4019 2020-08-18 14:38:00,678 - mmaction - INFO - Epoch [157][220/627] lr: 1.989e-01, eta: 1 day, 0:00:32, time: 1.388, data_time: 0.002, memory: 8470, top1_acc: 0.4103, top5_acc: 0.6583, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.4184 2020-08-18 14:38:29,099 - mmaction - INFO - Epoch [157][240/627] lr: 1.989e-01, eta: 1 day, 0:00:04, time: 1.420, data_time: 0.007, memory: 8470, top1_acc: 0.4249, top5_acc: 0.6620, loss_cls: 2.6269, loss: 2.6269, grad_norm: 1.4175 2020-08-18 14:38:56,542 - mmaction - INFO - Epoch [157][260/627] lr: 1.989e-01, eta: 23:59:37, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4258, top5_acc: 0.6669, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.4131 2020-08-18 14:39:24,413 - mmaction - INFO - Epoch [157][280/627] lr: 1.989e-01, eta: 23:59:09, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4203, top5_acc: 0.6634, loss_cls: 2.6142, loss: 2.6142, grad_norm: 1.4322 2020-08-18 14:39:53,911 - mmaction - INFO - Epoch [157][300/627] lr: 1.989e-01, eta: 23:58:43, time: 1.477, data_time: 0.006, memory: 8470, top1_acc: 0.4113, top5_acc: 0.6650, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.4422 2020-08-18 14:40:21,184 - mmaction - INFO - Epoch [157][320/627] lr: 1.989e-01, eta: 23:58:15, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4112, top5_acc: 0.6658, loss_cls: 2.6115, loss: 2.6115, grad_norm: 1.4042 2020-08-18 14:40:49,934 - mmaction - INFO - Epoch [157][340/627] lr: 1.989e-01, eta: 23:57:48, time: 1.437, data_time: 0.003, memory: 8470, top1_acc: 0.4257, top5_acc: 0.6701, loss_cls: 2.5751, loss: 2.5751, grad_norm: 1.4105 2020-08-18 14:41:18,495 - mmaction - INFO - Epoch [157][360/627] lr: 1.989e-01, eta: 23:57:21, time: 1.428, data_time: 0.004, memory: 8470, top1_acc: 0.4143, top5_acc: 0.6694, loss_cls: 2.5950, loss: 2.5950, grad_norm: 1.4077 2020-08-18 14:41:46,240 - mmaction - INFO - Epoch [157][380/627] lr: 1.989e-01, eta: 23:56:53, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.4173, top5_acc: 0.6638, loss_cls: 2.6125, loss: 2.6125, grad_norm: 1.4087 2020-08-18 14:42:14,488 - mmaction - INFO - Epoch [157][400/627] lr: 1.989e-01, eta: 23:56:26, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4152, top5_acc: 0.6602, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.4068 2020-08-18 14:42:42,800 - mmaction - INFO - Epoch [157][420/627] lr: 1.989e-01, eta: 23:55:58, time: 1.414, data_time: 0.002, memory: 8470, top1_acc: 0.4177, top5_acc: 0.6582, loss_cls: 2.6277, loss: 2.6277, grad_norm: 1.4176 2020-08-18 14:43:10,650 - mmaction - INFO - Epoch [157][440/627] lr: 1.989e-01, eta: 23:55:31, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.4199, top5_acc: 0.6719, loss_cls: 2.5742, loss: 2.5742, grad_norm: 1.4119 2020-08-18 14:43:38,372 - mmaction - INFO - Epoch [157][460/627] lr: 1.989e-01, eta: 23:55:03, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.4262, top5_acc: 0.6728, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.4123 2020-08-18 14:44:06,521 - mmaction - INFO - Epoch [157][480/627] lr: 1.989e-01, eta: 23:54:36, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6658, loss_cls: 2.5911, loss: 2.5911, grad_norm: 1.4070 2020-08-18 14:44:34,430 - mmaction - INFO - Epoch [157][500/627] lr: 1.989e-01, eta: 23:54:08, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4125, top5_acc: 0.6587, loss_cls: 2.6306, loss: 2.6306, grad_norm: 1.4094 2020-08-18 14:45:02,791 - mmaction - INFO - Epoch [157][520/627] lr: 1.989e-01, eta: 23:53:41, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4207, top5_acc: 0.6615, loss_cls: 2.6116, loss: 2.6116, grad_norm: 1.4154 2020-08-18 14:45:32,195 - mmaction - INFO - Epoch [157][540/627] lr: 1.989e-01, eta: 23:53:14, time: 1.470, data_time: 0.003, memory: 8470, top1_acc: 0.4096, top5_acc: 0.6527, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.4346 2020-08-18 14:45:59,667 - mmaction - INFO - Epoch [157][560/627] lr: 1.989e-01, eta: 23:52:47, time: 1.372, data_time: 0.007, memory: 8470, top1_acc: 0.4190, top5_acc: 0.6651, loss_cls: 2.6254, loss: 2.6254, grad_norm: 1.3997 2020-08-18 14:46:27,882 - mmaction - INFO - Epoch [157][580/627] lr: 1.989e-01, eta: 23:52:19, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4108, top5_acc: 0.6573, loss_cls: 2.6328, loss: 2.6328, grad_norm: 1.4105 2020-08-18 14:46:55,463 - mmaction - INFO - Epoch [157][600/627] lr: 1.989e-01, eta: 23:51:52, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.4120, top5_acc: 0.6634, loss_cls: 2.6243, loss: 2.6243, grad_norm: 1.4130 2020-08-18 14:47:23,508 - mmaction - INFO - Epoch [157][620/627] lr: 1.989e-01, eta: 23:51:24, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.4161, top5_acc: 0.6633, loss_cls: 2.6174, loss: 2.6174, grad_norm: 1.4016 2020-08-18 14:48:05,133 - mmaction - INFO - Epoch [158][20/627] lr: 1.955e-01, eta: 23:50:44, time: 1.616, data_time: 0.376, memory: 8470, top1_acc: 0.4293, top5_acc: 0.6721, loss_cls: 2.5501, loss: 2.5501, grad_norm: 1.3807 2020-08-18 14:48:32,010 - mmaction - INFO - Epoch [158][40/627] lr: 1.955e-01, eta: 23:50:15, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.4272, top5_acc: 0.6720, loss_cls: 2.5782, loss: 2.5782, grad_norm: 1.4091 2020-08-18 14:48:59,519 - mmaction - INFO - Epoch [158][60/627] lr: 1.955e-01, eta: 23:49:48, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.4264, top5_acc: 0.6742, loss_cls: 2.5574, loss: 2.5574, grad_norm: 1.3968 2020-08-18 14:49:27,413 - mmaction - INFO - Epoch [158][80/627] lr: 1.955e-01, eta: 23:49:20, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.4167, top5_acc: 0.6659, loss_cls: 2.5851, loss: 2.5851, grad_norm: 1.4241 2020-08-18 14:49:55,824 - mmaction - INFO - Epoch [158][100/627] lr: 1.955e-01, eta: 23:48:53, time: 1.419, data_time: 0.007, memory: 8470, top1_acc: 0.4121, top5_acc: 0.6562, loss_cls: 2.6124, loss: 2.6124, grad_norm: 1.3968 2020-08-18 14:50:23,762 - mmaction - INFO - Epoch [158][120/627] lr: 1.955e-01, eta: 23:48:26, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4286, top5_acc: 0.6658, loss_cls: 2.5586, loss: 2.5586, grad_norm: 1.3983 2020-08-18 14:50:51,399 - mmaction - INFO - Epoch [158][140/627] lr: 1.955e-01, eta: 23:47:58, time: 1.380, data_time: 0.007, memory: 8470, top1_acc: 0.4211, top5_acc: 0.6674, loss_cls: 2.5760, loss: 2.5760, grad_norm: 1.4322 2020-08-18 14:51:19,509 - mmaction - INFO - Epoch [158][160/627] lr: 1.955e-01, eta: 23:47:30, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.4173, top5_acc: 0.6647, loss_cls: 2.5839, loss: 2.5839, grad_norm: 1.4320 2020-08-18 14:51:46,830 - mmaction - INFO - Epoch [158][180/627] lr: 1.955e-01, eta: 23:47:03, time: 1.366, data_time: 0.008, memory: 8470, top1_acc: 0.4181, top5_acc: 0.6665, loss_cls: 2.6141, loss: 2.6141, grad_norm: 1.4381 2020-08-18 14:52:14,990 - mmaction - INFO - Epoch [158][200/627] lr: 1.955e-01, eta: 23:46:35, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4094, top5_acc: 0.6568, loss_cls: 2.6510, loss: 2.6510, grad_norm: 1.4202 2020-08-18 14:52:42,797 - mmaction - INFO - Epoch [158][220/627] lr: 1.955e-01, eta: 23:46:08, time: 1.387, data_time: 0.004, memory: 8470, top1_acc: 0.4204, top5_acc: 0.6694, loss_cls: 2.5871, loss: 2.5871, grad_norm: 1.4066 2020-08-18 14:53:11,704 - mmaction - INFO - Epoch [158][240/627] lr: 1.955e-01, eta: 23:45:41, time: 1.446, data_time: 0.007, memory: 8470, top1_acc: 0.4160, top5_acc: 0.6618, loss_cls: 2.5970, loss: 2.5970, grad_norm: 1.4375 2020-08-18 14:53:39,597 - mmaction - INFO - Epoch [158][260/627] lr: 1.955e-01, eta: 23:45:13, time: 1.395, data_time: 0.008, memory: 8470, top1_acc: 0.4264, top5_acc: 0.6686, loss_cls: 2.5979, loss: 2.5979, grad_norm: 1.4251 2020-08-18 14:54:07,848 - mmaction - INFO - Epoch [158][280/627] lr: 1.955e-01, eta: 23:44:46, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4276, top5_acc: 0.6755, loss_cls: 2.5531, loss: 2.5531, grad_norm: 1.4116 2020-08-18 14:54:35,190 - mmaction - INFO - Epoch [158][300/627] lr: 1.955e-01, eta: 23:44:18, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.4273, top5_acc: 0.6707, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.4000 2020-08-18 14:55:03,655 - mmaction - INFO - Epoch [158][320/627] lr: 1.955e-01, eta: 23:43:51, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6699, loss_cls: 2.5622, loss: 2.5622, grad_norm: 1.4152 2020-08-18 14:55:32,063 - mmaction - INFO - Epoch [158][340/627] lr: 1.955e-01, eta: 23:43:24, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.4271, top5_acc: 0.6697, loss_cls: 2.5548, loss: 2.5548, grad_norm: 1.4118 2020-08-18 14:56:01,089 - mmaction - INFO - Epoch [158][360/627] lr: 1.955e-01, eta: 23:42:57, time: 1.450, data_time: 0.007, memory: 8470, top1_acc: 0.4258, top5_acc: 0.6723, loss_cls: 2.5725, loss: 2.5725, grad_norm: 1.4104 2020-08-18 14:56:28,417 - mmaction - INFO - Epoch [158][380/627] lr: 1.955e-01, eta: 23:42:29, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.4155, top5_acc: 0.6659, loss_cls: 2.6070, loss: 2.6070, grad_norm: 1.4188 2020-08-18 14:56:56,648 - mmaction - INFO - Epoch [158][400/627] lr: 1.955e-01, eta: 23:42:02, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4217, top5_acc: 0.6689, loss_cls: 2.5875, loss: 2.5875, grad_norm: 1.4129 2020-08-18 14:57:25,115 - mmaction - INFO - Epoch [158][420/627] lr: 1.955e-01, eta: 23:41:34, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4237, top5_acc: 0.6661, loss_cls: 2.6001, loss: 2.6001, grad_norm: 1.4238 2020-08-18 14:57:52,584 - mmaction - INFO - Epoch [158][440/627] lr: 1.955e-01, eta: 23:41:07, time: 1.376, data_time: 0.004, memory: 8470, top1_acc: 0.4164, top5_acc: 0.6693, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.4063 2020-08-18 14:58:20,851 - mmaction - INFO - Epoch [158][460/627] lr: 1.955e-01, eta: 23:40:39, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.4228, top5_acc: 0.6742, loss_cls: 2.5686, loss: 2.5686, grad_norm: 1.4485 2020-08-18 14:58:49,407 - mmaction - INFO - Epoch [158][480/627] lr: 1.955e-01, eta: 23:40:12, time: 1.428, data_time: 0.002, memory: 8470, top1_acc: 0.4185, top5_acc: 0.6651, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.4246 2020-08-18 14:59:17,299 - mmaction - INFO - Epoch [158][500/627] lr: 1.955e-01, eta: 23:39:45, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4112, top5_acc: 0.6620, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.4261 2020-08-18 14:59:46,027 - mmaction - INFO - Epoch [158][520/627] lr: 1.955e-01, eta: 23:39:18, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.4199, top5_acc: 0.6568, loss_cls: 2.6359, loss: 2.6359, grad_norm: 1.4363 2020-08-18 15:00:15,689 - mmaction - INFO - Epoch [158][540/627] lr: 1.955e-01, eta: 23:38:51, time: 1.472, data_time: 0.005, memory: 8470, top1_acc: 0.4221, top5_acc: 0.6643, loss_cls: 2.6178, loss: 2.6178, grad_norm: 1.4247 2020-08-18 15:00:42,714 - mmaction - INFO - Epoch [158][560/627] lr: 1.955e-01, eta: 23:38:23, time: 1.363, data_time: 0.021, memory: 8470, top1_acc: 0.4310, top5_acc: 0.6715, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.4414 2020-08-18 15:01:10,388 - mmaction - INFO - Epoch [158][580/627] lr: 1.955e-01, eta: 23:37:56, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4143, top5_acc: 0.6613, loss_cls: 2.6286, loss: 2.6286, grad_norm: 1.4331 2020-08-18 15:01:37,945 - mmaction - INFO - Epoch [158][600/627] lr: 1.955e-01, eta: 23:37:28, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.4174, top5_acc: 0.6652, loss_cls: 2.6013, loss: 2.6013, grad_norm: 1.4327 2020-08-18 15:02:06,363 - mmaction - INFO - Epoch [158][620/627] lr: 1.955e-01, eta: 23:37:01, time: 1.421, data_time: 0.004, memory: 8470, top1_acc: 0.4134, top5_acc: 0.6645, loss_cls: 2.6417, loss: 2.6417, grad_norm: 1.4150 2020-08-18 15:02:51,170 - mmaction - INFO - Epoch [159][20/627] lr: 1.920e-01, eta: 23:36:22, time: 1.776, data_time: 0.535, memory: 8470, top1_acc: 0.4152, top5_acc: 0.6599, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.4264 2020-08-18 15:03:17,876 - mmaction - INFO - Epoch [159][40/627] lr: 1.920e-01, eta: 23:35:54, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.4302, top5_acc: 0.6751, loss_cls: 2.5396, loss: 2.5396, grad_norm: 1.4186 2020-08-18 15:03:46,460 - mmaction - INFO - Epoch [159][60/627] lr: 1.920e-01, eta: 23:35:27, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4197, top5_acc: 0.6760, loss_cls: 2.5800, loss: 2.5800, grad_norm: 1.4499 2020-08-18 15:04:14,284 - mmaction - INFO - Epoch [159][80/627] lr: 1.920e-01, eta: 23:34:59, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.4100, top5_acc: 0.6639, loss_cls: 2.6280, loss: 2.6280, grad_norm: 1.4275 2020-08-18 15:04:41,972 - mmaction - INFO - Epoch [159][100/627] lr: 1.920e-01, eta: 23:34:32, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.4253, top5_acc: 0.6688, loss_cls: 2.5802, loss: 2.5802, grad_norm: 1.4064 2020-08-18 15:05:09,975 - mmaction - INFO - Epoch [159][120/627] lr: 1.920e-01, eta: 23:34:04, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4349, top5_acc: 0.6749, loss_cls: 2.5430, loss: 2.5430, grad_norm: 1.4000 2020-08-18 15:05:38,287 - mmaction - INFO - Epoch [159][140/627] lr: 1.920e-01, eta: 23:33:37, time: 1.416, data_time: 0.003, memory: 8470, top1_acc: 0.4176, top5_acc: 0.6682, loss_cls: 2.6186, loss: 2.6186, grad_norm: 1.4447 2020-08-18 15:06:06,691 - mmaction - INFO - Epoch [159][160/627] lr: 1.920e-01, eta: 23:33:10, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4150, top5_acc: 0.6665, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.4431 2020-08-18 15:06:34,882 - mmaction - INFO - Epoch [159][180/627] lr: 1.920e-01, eta: 23:32:42, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6208, loss: 2.6208, grad_norm: 1.4289 2020-08-18 15:07:02,995 - mmaction - INFO - Epoch [159][200/627] lr: 1.920e-01, eta: 23:32:15, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.4082, top5_acc: 0.6590, loss_cls: 2.6679, loss: 2.6679, grad_norm: 1.4229 2020-08-18 15:07:31,576 - mmaction - INFO - Epoch [159][220/627] lr: 1.920e-01, eta: 23:31:48, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4210, top5_acc: 0.6638, loss_cls: 2.6077, loss: 2.6077, grad_norm: 1.4449 2020-08-18 15:07:59,343 - mmaction - INFO - Epoch [159][240/627] lr: 1.920e-01, eta: 23:31:20, time: 1.389, data_time: 0.004, memory: 8470, top1_acc: 0.4262, top5_acc: 0.6757, loss_cls: 2.5630, loss: 2.5630, grad_norm: 1.4089 2020-08-18 15:08:28,592 - mmaction - INFO - Epoch [159][260/627] lr: 1.920e-01, eta: 23:30:53, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.4199, top5_acc: 0.6634, loss_cls: 2.6050, loss: 2.6050, grad_norm: 1.4411 2020-08-18 15:08:55,690 - mmaction - INFO - Epoch [159][280/627] lr: 1.920e-01, eta: 23:30:25, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.4251, top5_acc: 0.6676, loss_cls: 2.5884, loss: 2.5884, grad_norm: 1.4242 2020-08-18 15:09:23,794 - mmaction - INFO - Epoch [159][300/627] lr: 1.920e-01, eta: 23:29:58, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4267, top5_acc: 0.6680, loss_cls: 2.5807, loss: 2.5807, grad_norm: 1.4366 2020-08-18 15:09:52,594 - mmaction - INFO - Epoch [159][320/627] lr: 1.920e-01, eta: 23:29:31, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.4240, top5_acc: 0.6758, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.4235 2020-08-18 15:10:21,508 - mmaction - INFO - Epoch [159][340/627] lr: 1.920e-01, eta: 23:29:04, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6663, loss_cls: 2.5742, loss: 2.5742, grad_norm: 1.4116 2020-08-18 15:10:49,806 - mmaction - INFO - Epoch [159][360/627] lr: 1.920e-01, eta: 23:28:37, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.4285, top5_acc: 0.6773, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.4332 2020-08-18 15:11:18,497 - mmaction - INFO - Epoch [159][380/627] lr: 1.920e-01, eta: 23:28:10, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.4147, top5_acc: 0.6677, loss_cls: 2.5890, loss: 2.5890, grad_norm: 1.4438 2020-08-18 15:11:46,716 - mmaction - INFO - Epoch [159][400/627] lr: 1.920e-01, eta: 23:27:42, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4113, top5_acc: 0.6639, loss_cls: 2.6146, loss: 2.6146, grad_norm: 1.4383 2020-08-18 15:12:14,779 - mmaction - INFO - Epoch [159][420/627] lr: 1.920e-01, eta: 23:27:15, time: 1.402, data_time: 0.003, memory: 8470, top1_acc: 0.4194, top5_acc: 0.6642, loss_cls: 2.6053, loss: 2.6053, grad_norm: 1.4108 2020-08-18 15:12:42,582 - mmaction - INFO - Epoch [159][440/627] lr: 1.920e-01, eta: 23:26:47, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4273, top5_acc: 0.6693, loss_cls: 2.5823, loss: 2.5823, grad_norm: 1.4243 2020-08-18 15:13:12,177 - mmaction - INFO - Epoch [159][460/627] lr: 1.920e-01, eta: 23:26:21, time: 1.478, data_time: 0.002, memory: 8470, top1_acc: 0.4168, top5_acc: 0.6663, loss_cls: 2.6135, loss: 2.6135, grad_norm: 1.4382 2020-08-18 15:13:40,064 - mmaction - INFO - Epoch [159][480/627] lr: 1.920e-01, eta: 23:25:53, time: 1.391, data_time: 0.007, memory: 8470, top1_acc: 0.4216, top5_acc: 0.6655, loss_cls: 2.6015, loss: 2.6015, grad_norm: 1.4425 2020-08-18 15:14:08,198 - mmaction - INFO - Epoch [159][500/627] lr: 1.920e-01, eta: 23:25:26, time: 1.411, data_time: 0.008, memory: 8470, top1_acc: 0.4194, top5_acc: 0.6667, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.4243 2020-08-18 15:14:37,352 - mmaction - INFO - Epoch [159][520/627] lr: 1.920e-01, eta: 23:24:59, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.4096, top5_acc: 0.6555, loss_cls: 2.6338, loss: 2.6338, grad_norm: 1.4225 2020-08-18 15:15:04,451 - mmaction - INFO - Epoch [159][540/627] lr: 1.920e-01, eta: 23:24:31, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.4187, top5_acc: 0.6654, loss_cls: 2.6047, loss: 2.6047, grad_norm: 1.4407 2020-08-18 15:15:33,034 - mmaction - INFO - Epoch [159][560/627] lr: 1.920e-01, eta: 23:24:04, time: 1.428, data_time: 0.001, memory: 8470, top1_acc: 0.4053, top5_acc: 0.6522, loss_cls: 2.6612, loss: 2.6612, grad_norm: 1.4255 2020-08-18 15:16:01,052 - mmaction - INFO - Epoch [159][580/627] lr: 1.920e-01, eta: 23:23:37, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.4246, top5_acc: 0.6573, loss_cls: 2.6151, loss: 2.6151, grad_norm: 1.4242 2020-08-18 15:16:29,329 - mmaction - INFO - Epoch [159][600/627] lr: 1.920e-01, eta: 23:23:09, time: 1.415, data_time: 0.004, memory: 8470, top1_acc: 0.4164, top5_acc: 0.6645, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.4554 2020-08-18 15:16:58,627 - mmaction - INFO - Epoch [159][620/627] lr: 1.920e-01, eta: 23:22:43, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.4134, top5_acc: 0.6536, loss_cls: 2.6509, loss: 2.6509, grad_norm: 1.4119 2020-08-18 15:17:40,642 - mmaction - INFO - Epoch [160][20/627] lr: 1.886e-01, eta: 23:22:02, time: 1.627, data_time: 0.445, memory: 8470, top1_acc: 0.4141, top5_acc: 0.6697, loss_cls: 2.5877, loss: 2.5877, grad_norm: 1.4367 2020-08-18 15:18:09,165 - mmaction - INFO - Epoch [160][40/627] lr: 1.886e-01, eta: 23:21:35, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.4273, top5_acc: 0.6762, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.4442 2020-08-18 15:18:35,966 - mmaction - INFO - Epoch [160][60/627] lr: 1.886e-01, eta: 23:21:07, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.4260, top5_acc: 0.6630, loss_cls: 2.5857, loss: 2.5857, grad_norm: 1.4478 2020-08-18 15:19:04,614 - mmaction - INFO - Epoch [160][80/627] lr: 1.886e-01, eta: 23:20:40, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.4223, top5_acc: 0.6740, loss_cls: 2.5450, loss: 2.5450, grad_norm: 1.4375 2020-08-18 15:19:33,385 - mmaction - INFO - Epoch [160][100/627] lr: 1.886e-01, eta: 23:20:13, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.4289, top5_acc: 0.6760, loss_cls: 2.5396, loss: 2.5396, grad_norm: 1.4346 2020-08-18 15:20:02,005 - mmaction - INFO - Epoch [160][120/627] lr: 1.886e-01, eta: 23:19:46, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4220, top5_acc: 0.6689, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.4549 2020-08-18 15:20:29,695 - mmaction - INFO - Epoch [160][140/627] lr: 1.886e-01, eta: 23:19:18, time: 1.406, data_time: 0.024, memory: 8470, top1_acc: 0.4272, top5_acc: 0.6714, loss_cls: 2.5875, loss: 2.5875, grad_norm: 1.4249 2020-08-18 15:20:57,714 - mmaction - INFO - Epoch [160][160/627] lr: 1.886e-01, eta: 23:18:51, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4211, top5_acc: 0.6725, loss_cls: 2.5882, loss: 2.5882, grad_norm: 1.4494 2020-08-18 15:21:25,984 - mmaction - INFO - Epoch [160][180/627] lr: 1.886e-01, eta: 23:18:23, time: 1.412, data_time: 0.007, memory: 8470, top1_acc: 0.4289, top5_acc: 0.6710, loss_cls: 2.5605, loss: 2.5605, grad_norm: 1.4328 2020-08-18 15:21:53,669 - mmaction - INFO - Epoch [160][200/627] lr: 1.886e-01, eta: 23:17:56, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.4173, top5_acc: 0.6665, loss_cls: 2.5927, loss: 2.5927, grad_norm: 1.4457 2020-08-18 15:22:22,122 - mmaction - INFO - Epoch [160][220/627] lr: 1.886e-01, eta: 23:17:28, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6058, loss: 2.6058, grad_norm: 1.4621 2020-08-18 15:22:50,433 - mmaction - INFO - Epoch [160][240/627] lr: 1.886e-01, eta: 23:17:01, time: 1.417, data_time: 0.003, memory: 8470, top1_acc: 0.4249, top5_acc: 0.6747, loss_cls: 2.5549, loss: 2.5549, grad_norm: 1.4461 2020-08-18 15:23:19,100 - mmaction - INFO - Epoch [160][260/627] lr: 1.886e-01, eta: 23:16:34, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.4236, top5_acc: 0.6646, loss_cls: 2.5877, loss: 2.5877, grad_norm: 1.4425 2020-08-18 15:23:47,378 - mmaction - INFO - Epoch [160][280/627] lr: 1.886e-01, eta: 23:16:07, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.4277, top5_acc: 0.6638, loss_cls: 2.6148, loss: 2.6148, grad_norm: 1.4190 2020-08-18 15:24:15,392 - mmaction - INFO - Epoch [160][300/627] lr: 1.886e-01, eta: 23:15:39, time: 1.398, data_time: 0.004, memory: 8470, top1_acc: 0.4275, top5_acc: 0.6706, loss_cls: 2.5537, loss: 2.5537, grad_norm: 1.4054 2020-08-18 15:24:43,799 - mmaction - INFO - Epoch [160][320/627] lr: 1.886e-01, eta: 23:15:12, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4280, top5_acc: 0.6715, loss_cls: 2.5591, loss: 2.5591, grad_norm: 1.4578 2020-08-18 15:25:11,950 - mmaction - INFO - Epoch [160][340/627] lr: 1.886e-01, eta: 23:14:45, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.4191, top5_acc: 0.6682, loss_cls: 2.5860, loss: 2.5860, grad_norm: 1.4457 2020-08-18 15:25:40,522 - mmaction - INFO - Epoch [160][360/627] lr: 1.886e-01, eta: 23:14:18, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4224, top5_acc: 0.6701, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.4398 2020-08-18 15:26:09,345 - mmaction - INFO - Epoch [160][380/627] lr: 1.886e-01, eta: 23:13:51, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.4171, top5_acc: 0.6694, loss_cls: 2.5810, loss: 2.5810, grad_norm: 1.4367 2020-08-18 15:26:37,091 - mmaction - INFO - Epoch [160][400/627] lr: 1.886e-01, eta: 23:13:23, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.4187, top5_acc: 0.6611, loss_cls: 2.6235, loss: 2.6235, grad_norm: 1.4565 2020-08-18 15:27:05,637 - mmaction - INFO - Epoch [160][420/627] lr: 1.886e-01, eta: 23:12:56, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6717, loss_cls: 2.5595, loss: 2.5595, grad_norm: 1.4612 2020-08-18 15:27:33,329 - mmaction - INFO - Epoch [160][440/627] lr: 1.886e-01, eta: 23:12:28, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5596, loss: 2.5596, grad_norm: 1.4281 2020-08-18 15:28:01,566 - mmaction - INFO - Epoch [160][460/627] lr: 1.886e-01, eta: 23:12:01, time: 1.411, data_time: 0.004, memory: 8470, top1_acc: 0.4247, top5_acc: 0.6711, loss_cls: 2.5777, loss: 2.5777, grad_norm: 1.4700 2020-08-18 15:28:30,431 - mmaction - INFO - Epoch [160][480/627] lr: 1.886e-01, eta: 23:11:34, time: 1.442, data_time: 0.002, memory: 8470, top1_acc: 0.4227, top5_acc: 0.6686, loss_cls: 2.5938, loss: 2.5938, grad_norm: 1.4537 2020-08-18 15:28:58,762 - mmaction - INFO - Epoch [160][500/627] lr: 1.886e-01, eta: 23:11:07, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4245, top5_acc: 0.6704, loss_cls: 2.5641, loss: 2.5641, grad_norm: 1.4267 2020-08-18 15:29:26,600 - mmaction - INFO - Epoch [160][520/627] lr: 1.886e-01, eta: 23:10:39, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.4207, top5_acc: 0.6643, loss_cls: 2.5865, loss: 2.5865, grad_norm: 1.4342 2020-08-18 15:29:55,815 - mmaction - INFO - Epoch [160][540/627] lr: 1.886e-01, eta: 23:10:12, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.4031, top5_acc: 0.6544, loss_cls: 2.6593, loss: 2.6593, grad_norm: 1.4506 2020-08-18 15:30:23,467 - mmaction - INFO - Epoch [160][560/627] lr: 1.886e-01, eta: 23:09:45, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4167, top5_acc: 0.6781, loss_cls: 2.5811, loss: 2.5811, grad_norm: 1.4438 2020-08-18 15:30:52,394 - mmaction - INFO - Epoch [160][580/627] lr: 1.886e-01, eta: 23:09:18, time: 1.445, data_time: 0.007, memory: 8470, top1_acc: 0.4267, top5_acc: 0.6639, loss_cls: 2.5886, loss: 2.5886, grad_norm: 1.4339 2020-08-18 15:31:19,614 - mmaction - INFO - Epoch [160][600/627] lr: 1.886e-01, eta: 23:08:50, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.4275, top5_acc: 0.6647, loss_cls: 2.5906, loss: 2.5906, grad_norm: 1.4471 2020-08-18 15:31:48,802 - mmaction - INFO - Epoch [160][620/627] lr: 1.886e-01, eta: 23:08:23, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.4227, top5_acc: 0.6690, loss_cls: 2.5806, loss: 2.5806, grad_norm: 1.4648 2020-08-18 15:31:57,860 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-08-18 15:32:29,856 - mmaction - INFO - Epoch [161][20/627] lr: 1.852e-01, eta: 23:07:41, time: 1.520, data_time: 0.341, memory: 8470, top1_acc: 0.4221, top5_acc: 0.6615, loss_cls: 2.6147, loss: 2.6147, grad_norm: 1.4422 2020-08-18 15:32:56,942 - mmaction - INFO - Epoch [161][40/627] lr: 1.852e-01, eta: 23:07:13, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.4260, top5_acc: 0.6655, loss_cls: 2.5776, loss: 2.5776, grad_norm: 1.4247 2020-08-18 15:33:24,577 - mmaction - INFO - Epoch [161][60/627] lr: 1.852e-01, eta: 23:06:46, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.4232, top5_acc: 0.6625, loss_cls: 2.5791, loss: 2.5791, grad_norm: 1.4404 2020-08-18 15:33:52,935 - mmaction - INFO - Epoch [161][80/627] lr: 1.852e-01, eta: 23:06:18, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.4242, top5_acc: 0.6779, loss_cls: 2.5447, loss: 2.5447, grad_norm: 1.4509 2020-08-18 15:34:20,800 - mmaction - INFO - Epoch [161][100/627] lr: 1.852e-01, eta: 23:05:51, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4207, top5_acc: 0.6671, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.4538 2020-08-18 15:34:49,491 - mmaction - INFO - Epoch [161][120/627] lr: 1.852e-01, eta: 23:05:24, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.4198, top5_acc: 0.6734, loss_cls: 2.5844, loss: 2.5844, grad_norm: 1.4395 2020-08-18 15:35:18,128 - mmaction - INFO - Epoch [161][140/627] lr: 1.852e-01, eta: 23:04:57, time: 1.430, data_time: 0.004, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6835, loss_cls: 2.4854, loss: 2.4854, grad_norm: 1.4545 2020-08-18 15:35:47,332 - mmaction - INFO - Epoch [161][160/627] lr: 1.852e-01, eta: 23:04:30, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.4202, top5_acc: 0.6699, loss_cls: 2.5946, loss: 2.5946, grad_norm: 1.4852 2020-08-18 15:36:16,753 - mmaction - INFO - Epoch [161][180/627] lr: 1.852e-01, eta: 23:04:03, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.4230, top5_acc: 0.6663, loss_cls: 2.5747, loss: 2.5747, grad_norm: 1.4449 2020-08-18 15:36:45,835 - mmaction - INFO - Epoch [161][200/627] lr: 1.852e-01, eta: 23:03:36, time: 1.457, data_time: 0.007, memory: 8470, top1_acc: 0.4236, top5_acc: 0.6747, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.4387 2020-08-18 15:37:15,324 - mmaction - INFO - Epoch [161][220/627] lr: 1.852e-01, eta: 23:03:10, time: 1.475, data_time: 0.006, memory: 8470, top1_acc: 0.4314, top5_acc: 0.6680, loss_cls: 2.5653, loss: 2.5653, grad_norm: 1.4451 2020-08-18 15:37:44,207 - mmaction - INFO - Epoch [161][240/627] lr: 1.852e-01, eta: 23:02:43, time: 1.444, data_time: 0.004, memory: 8470, top1_acc: 0.4225, top5_acc: 0.6598, loss_cls: 2.5968, loss: 2.5968, grad_norm: 1.4534 2020-08-18 15:38:13,281 - mmaction - INFO - Epoch [161][260/627] lr: 1.852e-01, eta: 23:02:16, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.4216, top5_acc: 0.6661, loss_cls: 2.5848, loss: 2.5848, grad_norm: 1.4575 2020-08-18 15:38:43,223 - mmaction - INFO - Epoch [161][280/627] lr: 1.852e-01, eta: 23:01:50, time: 1.497, data_time: 0.002, memory: 8470, top1_acc: 0.4276, top5_acc: 0.6693, loss_cls: 2.5680, loss: 2.5680, grad_norm: 1.4421 2020-08-18 15:39:12,345 - mmaction - INFO - Epoch [161][300/627] lr: 1.852e-01, eta: 23:01:23, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4250, top5_acc: 0.6776, loss_cls: 2.5395, loss: 2.5395, grad_norm: 1.4422 2020-08-18 15:39:41,889 - mmaction - INFO - Epoch [161][320/627] lr: 1.852e-01, eta: 23:00:56, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.4194, top5_acc: 0.6611, loss_cls: 2.5931, loss: 2.5931, grad_norm: 1.4591 2020-08-18 15:40:11,180 - mmaction - INFO - Epoch [161][340/627] lr: 1.852e-01, eta: 23:00:30, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.4174, top5_acc: 0.6711, loss_cls: 2.5864, loss: 2.5864, grad_norm: 1.4437 2020-08-18 15:40:40,341 - mmaction - INFO - Epoch [161][360/627] lr: 1.852e-01, eta: 23:00:03, time: 1.459, data_time: 0.002, memory: 8470, top1_acc: 0.4288, top5_acc: 0.6703, loss_cls: 2.5663, loss: 2.5663, grad_norm: 1.4409 2020-08-18 15:41:09,938 - mmaction - INFO - Epoch [161][380/627] lr: 1.852e-01, eta: 22:59:36, time: 1.478, data_time: 0.005, memory: 8470, top1_acc: 0.4271, top5_acc: 0.6754, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.4346 2020-08-18 15:41:38,551 - mmaction - INFO - Epoch [161][400/627] lr: 1.852e-01, eta: 22:59:09, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.4227, top5_acc: 0.6734, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.4541 2020-08-18 15:42:08,065 - mmaction - INFO - Epoch [161][420/627] lr: 1.852e-01, eta: 22:58:43, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.4238, top5_acc: 0.6728, loss_cls: 2.5663, loss: 2.5663, grad_norm: 1.4676 2020-08-18 15:42:37,936 - mmaction - INFO - Epoch [161][440/627] lr: 1.852e-01, eta: 22:58:16, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.4078, top5_acc: 0.6637, loss_cls: 2.6368, loss: 2.6368, grad_norm: 1.4474 2020-08-18 15:43:06,459 - mmaction - INFO - Epoch [161][460/627] lr: 1.852e-01, eta: 22:57:49, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.4168, top5_acc: 0.6678, loss_cls: 2.6018, loss: 2.6018, grad_norm: 1.4475 2020-08-18 15:43:36,785 - mmaction - INFO - Epoch [161][480/627] lr: 1.852e-01, eta: 22:57:23, time: 1.514, data_time: 0.006, memory: 8470, top1_acc: 0.4319, top5_acc: 0.6736, loss_cls: 2.5659, loss: 2.5659, grad_norm: 1.4470 2020-08-18 15:44:05,993 - mmaction - INFO - Epoch [161][500/627] lr: 1.852e-01, eta: 22:56:56, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.4301, top5_acc: 0.6781, loss_cls: 2.5504, loss: 2.5504, grad_norm: 1.4564 2020-08-18 15:44:36,185 - mmaction - INFO - Epoch [161][520/627] lr: 1.852e-01, eta: 22:56:30, time: 1.507, data_time: 0.005, memory: 8470, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.4441 2020-08-18 15:45:05,074 - mmaction - INFO - Epoch [161][540/627] lr: 1.852e-01, eta: 22:56:03, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.4290, top5_acc: 0.6702, loss_cls: 2.5591, loss: 2.5591, grad_norm: 1.4378 2020-08-18 15:45:34,358 - mmaction - INFO - Epoch [161][560/627] lr: 1.852e-01, eta: 22:55:36, time: 1.464, data_time: 0.002, memory: 8470, top1_acc: 0.4228, top5_acc: 0.6647, loss_cls: 2.5892, loss: 2.5892, grad_norm: 1.4605 2020-08-18 15:46:04,287 - mmaction - INFO - Epoch [161][580/627] lr: 1.852e-01, eta: 22:55:10, time: 1.496, data_time: 0.002, memory: 8470, top1_acc: 0.4229, top5_acc: 0.6689, loss_cls: 2.5712, loss: 2.5712, grad_norm: 1.4578 2020-08-18 15:46:33,347 - mmaction - INFO - Epoch [161][600/627] lr: 1.852e-01, eta: 22:54:43, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4121, top5_acc: 0.6660, loss_cls: 2.5996, loss: 2.5996, grad_norm: 1.4363 2020-08-18 15:47:03,522 - mmaction - INFO - Epoch [161][620/627] lr: 1.852e-01, eta: 22:54:17, time: 1.511, data_time: 0.005, memory: 8470, top1_acc: 0.4228, top5_acc: 0.6651, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.4473 2020-08-18 15:47:45,620 - mmaction - INFO - Epoch [162][20/627] lr: 1.818e-01, eta: 22:53:37, time: 1.650, data_time: 0.411, memory: 8470, top1_acc: 0.4233, top5_acc: 0.6680, loss_cls: 2.5643, loss: 2.5643, grad_norm: 1.4696 2020-08-18 15:48:14,692 - mmaction - INFO - Epoch [162][40/627] lr: 1.818e-01, eta: 22:53:10, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.4203, top5_acc: 0.6650, loss_cls: 2.5923, loss: 2.5923, grad_norm: 1.4722 2020-08-18 15:48:44,104 - mmaction - INFO - Epoch [162][60/627] lr: 1.818e-01, eta: 22:52:43, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6701, loss_cls: 2.5668, loss: 2.5668, grad_norm: 1.4398 2020-08-18 15:49:13,729 - mmaction - INFO - Epoch [162][80/627] lr: 1.818e-01, eta: 22:52:17, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5685, loss: 2.5685, grad_norm: 1.4440 2020-08-18 15:49:42,967 - mmaction - INFO - Epoch [162][100/627] lr: 1.818e-01, eta: 22:51:50, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.4264, top5_acc: 0.6762, loss_cls: 2.5561, loss: 2.5561, grad_norm: 1.4773 2020-08-18 15:50:12,622 - mmaction - INFO - Epoch [162][120/627] lr: 1.818e-01, eta: 22:51:23, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5681, loss: 2.5681, grad_norm: 1.4581 2020-08-18 15:50:41,945 - mmaction - INFO - Epoch [162][140/627] lr: 1.818e-01, eta: 22:50:57, time: 1.468, data_time: 0.004, memory: 8470, top1_acc: 0.4318, top5_acc: 0.6715, loss_cls: 2.5440, loss: 2.5440, grad_norm: 1.4249 2020-08-18 15:51:10,593 - mmaction - INFO - Epoch [162][160/627] lr: 1.818e-01, eta: 22:50:30, time: 1.431, data_time: 0.004, memory: 8470, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5520, loss: 2.5520, grad_norm: 1.4577 2020-08-18 15:51:40,078 - mmaction - INFO - Epoch [162][180/627] lr: 1.818e-01, eta: 22:50:03, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.4227, top5_acc: 0.6733, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.4631 2020-08-18 15:52:10,630 - mmaction - INFO - Epoch [162][200/627] lr: 1.818e-01, eta: 22:49:37, time: 1.527, data_time: 0.005, memory: 8470, top1_acc: 0.4283, top5_acc: 0.6669, loss_cls: 2.5638, loss: 2.5638, grad_norm: 1.4503 2020-08-18 15:52:39,913 - mmaction - INFO - Epoch [162][220/627] lr: 1.818e-01, eta: 22:49:10, time: 1.465, data_time: 0.004, memory: 8470, top1_acc: 0.4288, top5_acc: 0.6674, loss_cls: 2.5923, loss: 2.5923, grad_norm: 1.4713 2020-08-18 15:53:09,259 - mmaction - INFO - Epoch [162][240/627] lr: 1.818e-01, eta: 22:48:44, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.4188, top5_acc: 0.6678, loss_cls: 2.5947, loss: 2.5947, grad_norm: 1.4579 2020-08-18 15:53:37,823 - mmaction - INFO - Epoch [162][260/627] lr: 1.818e-01, eta: 22:48:16, time: 1.431, data_time: 0.007, memory: 8470, top1_acc: 0.4292, top5_acc: 0.6822, loss_cls: 2.5245, loss: 2.5245, grad_norm: 1.4533 2020-08-18 15:54:06,820 - mmaction - INFO - Epoch [162][280/627] lr: 1.818e-01, eta: 22:47:49, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.4355, top5_acc: 0.6826, loss_cls: 2.5194, loss: 2.5194, grad_norm: 1.4652 2020-08-18 15:54:36,955 - mmaction - INFO - Epoch [162][300/627] lr: 1.818e-01, eta: 22:47:23, time: 1.507, data_time: 0.005, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6740, loss_cls: 2.5628, loss: 2.5628, grad_norm: 1.4767 2020-08-18 15:55:05,373 - mmaction - INFO - Epoch [162][320/627] lr: 1.818e-01, eta: 22:46:56, time: 1.422, data_time: 0.008, memory: 8470, top1_acc: 0.4221, top5_acc: 0.6673, loss_cls: 2.5834, loss: 2.5834, grad_norm: 1.4625 2020-08-18 15:55:34,119 - mmaction - INFO - Epoch [162][340/627] lr: 1.818e-01, eta: 22:46:29, time: 1.438, data_time: 0.002, memory: 8470, top1_acc: 0.4224, top5_acc: 0.6754, loss_cls: 2.5566, loss: 2.5566, grad_norm: 1.4642 2020-08-18 15:56:03,207 - mmaction - INFO - Epoch [162][360/627] lr: 1.818e-01, eta: 22:46:02, time: 1.454, data_time: 0.004, memory: 8470, top1_acc: 0.4232, top5_acc: 0.6732, loss_cls: 2.5626, loss: 2.5626, grad_norm: 1.4690 2020-08-18 15:56:32,436 - mmaction - INFO - Epoch [162][380/627] lr: 1.818e-01, eta: 22:45:35, time: 1.459, data_time: 0.007, memory: 8470, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5575, loss: 2.5575, grad_norm: 1.4788 2020-08-18 15:57:01,500 - mmaction - INFO - Epoch [162][400/627] lr: 1.818e-01, eta: 22:45:08, time: 1.456, data_time: 0.007, memory: 8470, top1_acc: 0.4268, top5_acc: 0.6703, loss_cls: 2.5734, loss: 2.5734, grad_norm: 1.4475 2020-08-18 15:57:31,317 - mmaction - INFO - Epoch [162][420/627] lr: 1.818e-01, eta: 22:44:42, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6762, loss_cls: 2.5538, loss: 2.5538, grad_norm: 1.4418 2020-08-18 15:58:00,485 - mmaction - INFO - Epoch [162][440/627] lr: 1.818e-01, eta: 22:44:15, time: 1.460, data_time: 0.007, memory: 8470, top1_acc: 0.4156, top5_acc: 0.6691, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.4775 2020-08-18 15:58:29,590 - mmaction - INFO - Epoch [162][460/627] lr: 1.818e-01, eta: 22:43:48, time: 1.455, data_time: 0.007, memory: 8470, top1_acc: 0.4182, top5_acc: 0.6625, loss_cls: 2.6075, loss: 2.6075, grad_norm: 1.4663 2020-08-18 15:58:58,405 - mmaction - INFO - Epoch [162][480/627] lr: 1.818e-01, eta: 22:43:21, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.4290, top5_acc: 0.6717, loss_cls: 2.5726, loss: 2.5726, grad_norm: 1.4548 2020-08-18 15:59:27,930 - mmaction - INFO - Epoch [162][500/627] lr: 1.818e-01, eta: 22:42:55, time: 1.475, data_time: 0.006, memory: 8470, top1_acc: 0.4355, top5_acc: 0.6770, loss_cls: 2.5358, loss: 2.5358, grad_norm: 1.4663 2020-08-18 15:59:57,011 - mmaction - INFO - Epoch [162][520/627] lr: 1.818e-01, eta: 22:42:28, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.4159, top5_acc: 0.6573, loss_cls: 2.6337, loss: 2.6337, grad_norm: 1.4895 2020-08-18 16:00:29,413 - mmaction - INFO - Epoch [162][540/627] lr: 1.818e-01, eta: 22:42:03, time: 1.609, data_time: 0.005, memory: 8470, top1_acc: 0.4180, top5_acc: 0.6560, loss_cls: 2.6036, loss: 2.6036, grad_norm: 1.4787 2020-08-18 16:00:58,538 - mmaction - INFO - Epoch [162][560/627] lr: 1.818e-01, eta: 22:41:36, time: 1.467, data_time: 0.023, memory: 8470, top1_acc: 0.4224, top5_acc: 0.6654, loss_cls: 2.5935, loss: 2.5935, grad_norm: 1.4695 2020-08-18 16:01:28,031 - mmaction - INFO - Epoch [162][580/627] lr: 1.818e-01, eta: 22:41:09, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.4228, top5_acc: 0.6719, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.4335 2020-08-18 16:01:56,548 - mmaction - INFO - Epoch [162][600/627] lr: 1.818e-01, eta: 22:40:42, time: 1.427, data_time: 0.003, memory: 8470, top1_acc: 0.4236, top5_acc: 0.6703, loss_cls: 2.5828, loss: 2.5828, grad_norm: 1.4497 2020-08-18 16:02:25,621 - mmaction - INFO - Epoch [162][620/627] lr: 1.818e-01, eta: 22:40:15, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.4245, top5_acc: 0.6712, loss_cls: 2.5607, loss: 2.5607, grad_norm: 1.4615 2020-08-18 16:03:10,559 - mmaction - INFO - Epoch [163][20/627] lr: 1.784e-01, eta: 22:39:37, time: 1.775, data_time: 0.597, memory: 8470, top1_acc: 0.4245, top5_acc: 0.6792, loss_cls: 2.5231, loss: 2.5231, grad_norm: 1.4310 2020-08-18 16:03:39,420 - mmaction - INFO - Epoch [163][40/627] lr: 1.784e-01, eta: 22:39:10, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.4240, top5_acc: 0.6790, loss_cls: 2.5640, loss: 2.5640, grad_norm: 1.4713 2020-08-18 16:04:09,172 - mmaction - INFO - Epoch [163][60/627] lr: 1.784e-01, eta: 22:38:43, time: 1.488, data_time: 0.007, memory: 8470, top1_acc: 0.4251, top5_acc: 0.6712, loss_cls: 2.5814, loss: 2.5814, grad_norm: 1.4808 2020-08-18 16:04:37,785 - mmaction - INFO - Epoch [163][80/627] lr: 1.784e-01, eta: 22:38:16, time: 1.431, data_time: 0.003, memory: 8470, top1_acc: 0.4286, top5_acc: 0.6789, loss_cls: 2.5429, loss: 2.5429, grad_norm: 1.4609 2020-08-18 16:05:07,735 - mmaction - INFO - Epoch [163][100/627] lr: 1.784e-01, eta: 22:37:50, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.4310, top5_acc: 0.6754, loss_cls: 2.5520, loss: 2.5520, grad_norm: 1.4692 2020-08-18 16:05:36,824 - mmaction - INFO - Epoch [163][120/627] lr: 1.784e-01, eta: 22:37:23, time: 1.464, data_time: 0.011, memory: 8470, top1_acc: 0.4401, top5_acc: 0.6818, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.4567 2020-08-18 16:06:05,713 - mmaction - INFO - Epoch [163][140/627] lr: 1.784e-01, eta: 22:36:56, time: 1.442, data_time: 0.004, memory: 8470, top1_acc: 0.4258, top5_acc: 0.6712, loss_cls: 2.5583, loss: 2.5583, grad_norm: 1.4781 2020-08-18 16:06:34,801 - mmaction - INFO - Epoch [163][160/627] lr: 1.784e-01, eta: 22:36:29, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.4238, top5_acc: 0.6701, loss_cls: 2.5835, loss: 2.5835, grad_norm: 1.4604 2020-08-18 16:07:04,465 - mmaction - INFO - Epoch [163][180/627] lr: 1.784e-01, eta: 22:36:02, time: 1.485, data_time: 0.005, memory: 8470, top1_acc: 0.4348, top5_acc: 0.6803, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.4785 2020-08-18 16:07:35,066 - mmaction - INFO - Epoch [163][200/627] lr: 1.784e-01, eta: 22:35:36, time: 1.527, data_time: 0.005, memory: 8470, top1_acc: 0.4240, top5_acc: 0.6781, loss_cls: 2.5315, loss: 2.5315, grad_norm: 1.4903 2020-08-18 16:08:04,690 - mmaction - INFO - Epoch [163][220/627] lr: 1.784e-01, eta: 22:35:10, time: 1.484, data_time: 0.007, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6674, loss_cls: 2.5780, loss: 2.5780, grad_norm: 1.4663 2020-08-18 16:08:35,206 - mmaction - INFO - Epoch [163][240/627] lr: 1.784e-01, eta: 22:34:44, time: 1.526, data_time: 0.006, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6764, loss_cls: 2.5682, loss: 2.5682, grad_norm: 1.4518 2020-08-18 16:09:04,818 - mmaction - INFO - Epoch [163][260/627] lr: 1.784e-01, eta: 22:34:17, time: 1.481, data_time: 0.002, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6793, loss_cls: 2.5271, loss: 2.5271, grad_norm: 1.4387 2020-08-18 16:09:35,076 - mmaction - INFO - Epoch [163][280/627] lr: 1.784e-01, eta: 22:33:51, time: 1.512, data_time: 0.006, memory: 8470, top1_acc: 0.4361, top5_acc: 0.6780, loss_cls: 2.5531, loss: 2.5531, grad_norm: 1.4946 2020-08-18 16:10:03,318 - mmaction - INFO - Epoch [163][300/627] lr: 1.784e-01, eta: 22:33:23, time: 1.411, data_time: 0.003, memory: 8470, top1_acc: 0.4207, top5_acc: 0.6749, loss_cls: 2.5322, loss: 2.5322, grad_norm: 1.4854 2020-08-18 16:10:31,895 - mmaction - INFO - Epoch [163][320/627] lr: 1.784e-01, eta: 22:32:56, time: 1.430, data_time: 0.004, memory: 8470, top1_acc: 0.4190, top5_acc: 0.6639, loss_cls: 2.5888, loss: 2.5888, grad_norm: 1.4805 2020-08-18 16:11:00,082 - mmaction - INFO - Epoch [163][340/627] lr: 1.784e-01, eta: 22:32:29, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4303, top5_acc: 0.6806, loss_cls: 2.5333, loss: 2.5333, grad_norm: 1.4731 2020-08-18 16:11:28,485 - mmaction - INFO - Epoch [163][360/627] lr: 1.784e-01, eta: 22:32:02, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4297, top5_acc: 0.6736, loss_cls: 2.5568, loss: 2.5568, grad_norm: 1.4582 2020-08-18 16:11:56,747 - mmaction - INFO - Epoch [163][380/627] lr: 1.784e-01, eta: 22:31:34, time: 1.412, data_time: 0.002, memory: 8470, top1_acc: 0.4285, top5_acc: 0.6749, loss_cls: 2.5333, loss: 2.5333, grad_norm: 1.4679 2020-08-18 16:12:24,955 - mmaction - INFO - Epoch [163][400/627] lr: 1.784e-01, eta: 22:31:07, time: 1.410, data_time: 0.007, memory: 8470, top1_acc: 0.4210, top5_acc: 0.6699, loss_cls: 2.5657, loss: 2.5657, grad_norm: 1.4652 2020-08-18 16:12:52,972 - mmaction - INFO - Epoch [163][420/627] lr: 1.784e-01, eta: 22:30:39, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4328, top5_acc: 0.6643, loss_cls: 2.5671, loss: 2.5671, grad_norm: 1.4694 2020-08-18 16:13:21,015 - mmaction - INFO - Epoch [163][440/627] lr: 1.784e-01, eta: 22:30:12, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.4151, top5_acc: 0.6637, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.4743 2020-08-18 16:13:49,748 - mmaction - INFO - Epoch [163][460/627] lr: 1.784e-01, eta: 22:29:45, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.4357, top5_acc: 0.6715, loss_cls: 2.5536, loss: 2.5536, grad_norm: 1.4276 2020-08-18 16:14:17,538 - mmaction - INFO - Epoch [163][480/627] lr: 1.784e-01, eta: 22:29:17, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6758, loss_cls: 2.5478, loss: 2.5478, grad_norm: 1.4786 2020-08-18 16:14:45,935 - mmaction - INFO - Epoch [163][500/627] lr: 1.784e-01, eta: 22:28:50, time: 1.421, data_time: 0.008, memory: 8470, top1_acc: 0.4178, top5_acc: 0.6660, loss_cls: 2.6123, loss: 2.6123, grad_norm: 1.4712 2020-08-18 16:15:15,469 - mmaction - INFO - Epoch [163][520/627] lr: 1.784e-01, eta: 22:28:23, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.4284, top5_acc: 0.6742, loss_cls: 2.5723, loss: 2.5723, grad_norm: 1.4741 2020-08-18 16:15:42,819 - mmaction - INFO - Epoch [163][540/627] lr: 1.784e-01, eta: 22:27:55, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4344, top5_acc: 0.6793, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.5107 2020-08-18 16:16:11,638 - mmaction - INFO - Epoch [163][560/627] lr: 1.784e-01, eta: 22:27:28, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.4191, top5_acc: 0.6694, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.4756 2020-08-18 16:16:40,169 - mmaction - INFO - Epoch [163][580/627] lr: 1.784e-01, eta: 22:27:01, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4255, top5_acc: 0.6742, loss_cls: 2.5714, loss: 2.5714, grad_norm: 1.4609 2020-08-18 16:17:09,314 - mmaction - INFO - Epoch [163][600/627] lr: 1.784e-01, eta: 22:26:34, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.4267, top5_acc: 0.6724, loss_cls: 2.5614, loss: 2.5614, grad_norm: 1.4876 2020-08-18 16:17:38,041 - mmaction - INFO - Epoch [163][620/627] lr: 1.784e-01, eta: 22:26:07, time: 1.439, data_time: 0.006, memory: 8470, top1_acc: 0.4285, top5_acc: 0.6694, loss_cls: 2.5949, loss: 2.5949, grad_norm: 1.4590 2020-08-18 16:18:20,189 - mmaction - INFO - Epoch [164][20/627] lr: 1.751e-01, eta: 22:25:27, time: 1.679, data_time: 0.423, memory: 8470, top1_acc: 0.4324, top5_acc: 0.6784, loss_cls: 2.5405, loss: 2.5405, grad_norm: 1.4773 2020-08-18 16:18:48,030 - mmaction - INFO - Epoch [164][40/627] lr: 1.751e-01, eta: 22:25:00, time: 1.393, data_time: 0.003, memory: 8470, top1_acc: 0.4353, top5_acc: 0.6733, loss_cls: 2.5470, loss: 2.5470, grad_norm: 1.4756 2020-08-18 16:19:17,111 - mmaction - INFO - Epoch [164][60/627] lr: 1.751e-01, eta: 22:24:33, time: 1.454, data_time: 0.003, memory: 8470, top1_acc: 0.4366, top5_acc: 0.6815, loss_cls: 2.4984, loss: 2.4984, grad_norm: 1.4518 2020-08-18 16:19:46,249 - mmaction - INFO - Epoch [164][80/627] lr: 1.751e-01, eta: 22:24:06, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6751, loss_cls: 2.5387, loss: 2.5387, grad_norm: 1.4869 2020-08-18 16:20:14,610 - mmaction - INFO - Epoch [164][100/627] lr: 1.751e-01, eta: 22:23:39, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4349, top5_acc: 0.6715, loss_cls: 2.5365, loss: 2.5365, grad_norm: 1.4829 2020-08-18 16:20:44,933 - mmaction - INFO - Epoch [164][120/627] lr: 1.751e-01, eta: 22:23:12, time: 1.520, data_time: 0.007, memory: 8470, top1_acc: 0.4418, top5_acc: 0.6779, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.4685 2020-08-18 16:21:13,408 - mmaction - INFO - Epoch [164][140/627] lr: 1.751e-01, eta: 22:22:45, time: 1.423, data_time: 0.004, memory: 8470, top1_acc: 0.4271, top5_acc: 0.6658, loss_cls: 2.6009, loss: 2.6009, grad_norm: 1.4913 2020-08-18 16:21:42,195 - mmaction - INFO - Epoch [164][160/627] lr: 1.751e-01, eta: 22:22:18, time: 1.440, data_time: 0.003, memory: 8470, top1_acc: 0.4184, top5_acc: 0.6663, loss_cls: 2.5793, loss: 2.5793, grad_norm: 1.4981 2020-08-18 16:22:11,424 - mmaction - INFO - Epoch [164][180/627] lr: 1.751e-01, eta: 22:21:51, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.4220, top5_acc: 0.6684, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.4777 2020-08-18 16:22:40,284 - mmaction - INFO - Epoch [164][200/627] lr: 1.751e-01, eta: 22:21:24, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5893, loss: 2.5893, grad_norm: 1.4694 2020-08-18 16:23:09,255 - mmaction - INFO - Epoch [164][220/627] lr: 1.751e-01, eta: 22:20:57, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.4344, top5_acc: 0.6858, loss_cls: 2.4906, loss: 2.4906, grad_norm: 1.4736 2020-08-18 16:23:37,327 - mmaction - INFO - Epoch [164][240/627] lr: 1.751e-01, eta: 22:20:30, time: 1.404, data_time: 0.003, memory: 8470, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.4799, loss: 2.4799, grad_norm: 1.4681 2020-08-18 16:24:06,962 - mmaction - INFO - Epoch [164][260/627] lr: 1.751e-01, eta: 22:20:03, time: 1.480, data_time: 0.005, memory: 8470, top1_acc: 0.4345, top5_acc: 0.6737, loss_cls: 2.5391, loss: 2.5391, grad_norm: 1.4953 2020-08-18 16:24:37,009 - mmaction - INFO - Epoch [164][280/627] lr: 1.751e-01, eta: 22:19:37, time: 1.504, data_time: 0.005, memory: 8470, top1_acc: 0.4237, top5_acc: 0.6646, loss_cls: 2.5737, loss: 2.5737, grad_norm: 1.4895 2020-08-18 16:25:05,933 - mmaction - INFO - Epoch [164][300/627] lr: 1.751e-01, eta: 22:19:10, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6764, loss_cls: 2.5587, loss: 2.5587, grad_norm: 1.4857 2020-08-18 16:25:34,213 - mmaction - INFO - Epoch [164][320/627] lr: 1.751e-01, eta: 22:18:42, time: 1.414, data_time: 0.002, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6872, loss_cls: 2.5039, loss: 2.5039, grad_norm: 1.4574 2020-08-18 16:26:02,857 - mmaction - INFO - Epoch [164][340/627] lr: 1.751e-01, eta: 22:18:15, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.4258, top5_acc: 0.6807, loss_cls: 2.5431, loss: 2.5431, grad_norm: 1.5061 2020-08-18 16:26:30,664 - mmaction - INFO - Epoch [164][360/627] lr: 1.751e-01, eta: 22:17:47, time: 1.387, data_time: 0.007, memory: 8470, top1_acc: 0.4271, top5_acc: 0.6749, loss_cls: 2.5635, loss: 2.5635, grad_norm: 1.4704 2020-08-18 16:26:58,594 - mmaction - INFO - Epoch [164][380/627] lr: 1.751e-01, eta: 22:17:20, time: 1.400, data_time: 0.007, memory: 8470, top1_acc: 0.4320, top5_acc: 0.6716, loss_cls: 2.5718, loss: 2.5718, grad_norm: 1.4796 2020-08-18 16:27:26,825 - mmaction - INFO - Epoch [164][400/627] lr: 1.751e-01, eta: 22:16:53, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.4294, top5_acc: 0.6736, loss_cls: 2.5554, loss: 2.5554, grad_norm: 1.4600 2020-08-18 16:27:55,041 - mmaction - INFO - Epoch [164][420/627] lr: 1.751e-01, eta: 22:16:25, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6684, loss_cls: 2.5559, loss: 2.5559, grad_norm: 1.4785 2020-08-18 16:28:23,692 - mmaction - INFO - Epoch [164][440/627] lr: 1.751e-01, eta: 22:15:58, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.4353, top5_acc: 0.6740, loss_cls: 2.5456, loss: 2.5456, grad_norm: 1.4660 2020-08-18 16:28:50,167 - mmaction - INFO - Epoch [164][460/627] lr: 1.751e-01, eta: 22:15:30, time: 1.324, data_time: 0.002, memory: 8470, top1_acc: 0.4296, top5_acc: 0.6635, loss_cls: 2.5678, loss: 2.5678, grad_norm: 1.4777 2020-08-18 16:29:19,900 - mmaction - INFO - Epoch [164][480/627] lr: 1.751e-01, eta: 22:15:03, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.4254, top5_acc: 0.6758, loss_cls: 2.5530, loss: 2.5530, grad_norm: 1.4770 2020-08-18 16:29:47,571 - mmaction - INFO - Epoch [164][500/627] lr: 1.751e-01, eta: 22:14:35, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5155, loss: 2.5155, grad_norm: 1.4816 2020-08-18 16:30:14,936 - mmaction - INFO - Epoch [164][520/627] lr: 1.751e-01, eta: 22:14:07, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4391, top5_acc: 0.6845, loss_cls: 2.5110, loss: 2.5110, grad_norm: 1.4776 2020-08-18 16:30:43,164 - mmaction - INFO - Epoch [164][540/627] lr: 1.751e-01, eta: 22:13:40, time: 1.413, data_time: 0.007, memory: 8470, top1_acc: 0.4206, top5_acc: 0.6684, loss_cls: 2.5792, loss: 2.5792, grad_norm: 1.4816 2020-08-18 16:31:10,350 - mmaction - INFO - Epoch [164][560/627] lr: 1.751e-01, eta: 22:13:12, time: 1.361, data_time: 0.007, memory: 8470, top1_acc: 0.4232, top5_acc: 0.6648, loss_cls: 2.5887, loss: 2.5887, grad_norm: 1.4844 2020-08-18 16:31:38,134 - mmaction - INFO - Epoch [164][580/627] lr: 1.751e-01, eta: 22:12:44, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.4262, top5_acc: 0.6749, loss_cls: 2.5665, loss: 2.5665, grad_norm: 1.4953 2020-08-18 16:32:06,219 - mmaction - INFO - Epoch [164][600/627] lr: 1.751e-01, eta: 22:12:17, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.4165, top5_acc: 0.6595, loss_cls: 2.6052, loss: 2.6052, grad_norm: 1.4714 2020-08-18 16:32:35,306 - mmaction - INFO - Epoch [164][620/627] lr: 1.751e-01, eta: 22:11:50, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.4267, top5_acc: 0.6701, loss_cls: 2.5574, loss: 2.5574, grad_norm: 1.4861 2020-08-18 16:32:43,749 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-08-18 16:33:15,758 - mmaction - INFO - Epoch [165][20/627] lr: 1.717e-01, eta: 22:11:08, time: 1.469, data_time: 0.285, memory: 8470, top1_acc: 0.4332, top5_acc: 0.6730, loss_cls: 2.5363, loss: 2.5363, grad_norm: 1.4790 2020-08-18 16:33:43,364 - mmaction - INFO - Epoch [165][40/627] lr: 1.717e-01, eta: 22:10:40, time: 1.380, data_time: 0.004, memory: 8470, top1_acc: 0.4342, top5_acc: 0.6785, loss_cls: 2.5133, loss: 2.5133, grad_norm: 1.4699 2020-08-18 16:34:10,942 - mmaction - INFO - Epoch [165][60/627] lr: 1.717e-01, eta: 22:10:12, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.4337, top5_acc: 0.6781, loss_cls: 2.5222, loss: 2.5222, grad_norm: 1.5114 2020-08-18 16:34:38,010 - mmaction - INFO - Epoch [165][80/627] lr: 1.717e-01, eta: 22:09:44, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.4374, top5_acc: 0.6816, loss_cls: 2.5057, loss: 2.5057, grad_norm: 1.4883 2020-08-18 16:35:05,693 - mmaction - INFO - Epoch [165][100/627] lr: 1.717e-01, eta: 22:09:17, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.4346, top5_acc: 0.6768, loss_cls: 2.5399, loss: 2.5399, grad_norm: 1.4755 2020-08-18 16:35:32,618 - mmaction - INFO - Epoch [165][120/627] lr: 1.717e-01, eta: 22:08:49, time: 1.346, data_time: 0.002, memory: 8470, top1_acc: 0.4424, top5_acc: 0.6852, loss_cls: 2.4851, loss: 2.4851, grad_norm: 1.4876 2020-08-18 16:36:00,275 - mmaction - INFO - Epoch [165][140/627] lr: 1.717e-01, eta: 22:08:21, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4283, top5_acc: 0.6741, loss_cls: 2.5407, loss: 2.5407, grad_norm: 1.4937 2020-08-18 16:36:27,760 - mmaction - INFO - Epoch [165][160/627] lr: 1.717e-01, eta: 22:07:53, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6733, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.4892 2020-08-18 16:36:56,368 - mmaction - INFO - Epoch [165][180/627] lr: 1.717e-01, eta: 22:07:26, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.4328, top5_acc: 0.6865, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.5069 2020-08-18 16:37:23,342 - mmaction - INFO - Epoch [165][200/627] lr: 1.717e-01, eta: 22:06:58, time: 1.349, data_time: 0.004, memory: 8470, top1_acc: 0.4440, top5_acc: 0.6736, loss_cls: 2.5244, loss: 2.5244, grad_norm: 1.4655 2020-08-18 16:37:50,399 - mmaction - INFO - Epoch [165][220/627] lr: 1.717e-01, eta: 22:06:30, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.4299, top5_acc: 0.6745, loss_cls: 2.5288, loss: 2.5288, grad_norm: 1.4728 2020-08-18 16:38:17,774 - mmaction - INFO - Epoch [165][240/627] lr: 1.717e-01, eta: 22:06:02, time: 1.370, data_time: 0.003, memory: 8470, top1_acc: 0.4326, top5_acc: 0.6773, loss_cls: 2.5320, loss: 2.5320, grad_norm: 1.4793 2020-08-18 16:38:44,878 - mmaction - INFO - Epoch [165][260/627] lr: 1.717e-01, eta: 22:05:34, time: 1.355, data_time: 0.002, memory: 8470, top1_acc: 0.4215, top5_acc: 0.6656, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.4997 2020-08-18 16:39:12,417 - mmaction - INFO - Epoch [165][280/627] lr: 1.717e-01, eta: 22:05:06, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.4379, top5_acc: 0.6833, loss_cls: 2.5268, loss: 2.5268, grad_norm: 1.5024 2020-08-18 16:39:40,266 - mmaction - INFO - Epoch [165][300/627] lr: 1.717e-01, eta: 22:04:38, time: 1.393, data_time: 0.002, memory: 8470, top1_acc: 0.4307, top5_acc: 0.6757, loss_cls: 2.5413, loss: 2.5413, grad_norm: 1.5121 2020-08-18 16:40:08,667 - mmaction - INFO - Epoch [165][320/627] lr: 1.717e-01, eta: 22:04:11, time: 1.420, data_time: 0.004, memory: 8470, top1_acc: 0.4277, top5_acc: 0.6809, loss_cls: 2.5316, loss: 2.5316, grad_norm: 1.5039 2020-08-18 16:40:35,437 - mmaction - INFO - Epoch [165][340/627] lr: 1.717e-01, eta: 22:03:43, time: 1.339, data_time: 0.002, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6723, loss_cls: 2.5517, loss: 2.5517, grad_norm: 1.4935 2020-08-18 16:41:02,529 - mmaction - INFO - Epoch [165][360/627] lr: 1.717e-01, eta: 22:03:15, time: 1.353, data_time: 0.004, memory: 8470, top1_acc: 0.4234, top5_acc: 0.6704, loss_cls: 2.5880, loss: 2.5880, grad_norm: 1.4856 2020-08-18 16:41:29,436 - mmaction - INFO - Epoch [165][380/627] lr: 1.717e-01, eta: 22:02:47, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.4382, top5_acc: 0.6852, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.4898 2020-08-18 16:41:55,905 - mmaction - INFO - Epoch [165][400/627] lr: 1.717e-01, eta: 22:02:18, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.4346, top5_acc: 0.6809, loss_cls: 2.5342, loss: 2.5342, grad_norm: 1.4655 2020-08-18 16:42:23,027 - mmaction - INFO - Epoch [165][420/627] lr: 1.717e-01, eta: 22:01:50, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.4335, top5_acc: 0.6806, loss_cls: 2.5023, loss: 2.5023, grad_norm: 1.4957 2020-08-18 16:42:49,351 - mmaction - INFO - Epoch [165][440/627] lr: 1.717e-01, eta: 22:01:22, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6732, loss_cls: 2.5438, loss: 2.5438, grad_norm: 1.4751 2020-08-18 16:43:16,460 - mmaction - INFO - Epoch [165][460/627] lr: 1.717e-01, eta: 22:00:54, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.4199, top5_acc: 0.6672, loss_cls: 2.5855, loss: 2.5855, grad_norm: 1.5013 2020-08-18 16:43:43,690 - mmaction - INFO - Epoch [165][480/627] lr: 1.717e-01, eta: 22:00:26, time: 1.362, data_time: 0.004, memory: 8470, top1_acc: 0.4246, top5_acc: 0.6685, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.4928 2020-08-18 16:44:12,208 - mmaction - INFO - Epoch [165][500/627] lr: 1.717e-01, eta: 21:59:59, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5640, loss: 2.5640, grad_norm: 1.4829 2020-08-18 16:44:38,857 - mmaction - INFO - Epoch [165][520/627] lr: 1.717e-01, eta: 21:59:30, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.4349, top5_acc: 0.6732, loss_cls: 2.5251, loss: 2.5251, grad_norm: 1.4717 2020-08-18 16:45:08,132 - mmaction - INFO - Epoch [165][540/627] lr: 1.717e-01, eta: 21:59:03, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.4214, top5_acc: 0.6659, loss_cls: 2.5896, loss: 2.5896, grad_norm: 1.5084 2020-08-18 16:45:34,293 - mmaction - INFO - Epoch [165][560/627] lr: 1.717e-01, eta: 21:58:35, time: 1.308, data_time: 0.002, memory: 8470, top1_acc: 0.4251, top5_acc: 0.6779, loss_cls: 2.5303, loss: 2.5303, grad_norm: 1.4808 2020-08-18 16:46:00,863 - mmaction - INFO - Epoch [165][580/627] lr: 1.717e-01, eta: 21:58:07, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.4262, top5_acc: 0.6737, loss_cls: 2.5636, loss: 2.5636, grad_norm: 1.5201 2020-08-18 16:46:27,063 - mmaction - INFO - Epoch [165][600/627] lr: 1.717e-01, eta: 21:57:38, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.4340, top5_acc: 0.6827, loss_cls: 2.5161, loss: 2.5161, grad_norm: 1.4967 2020-08-18 16:46:55,180 - mmaction - INFO - Epoch [165][620/627] lr: 1.717e-01, eta: 21:57:11, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4243, top5_acc: 0.6690, loss_cls: 2.5670, loss: 2.5670, grad_norm: 1.5058 2020-08-18 16:47:35,530 - mmaction - INFO - Epoch [166][20/627] lr: 1.684e-01, eta: 21:56:30, time: 1.602, data_time: 0.395, memory: 8470, top1_acc: 0.4342, top5_acc: 0.6759, loss_cls: 2.5179, loss: 2.5179, grad_norm: 1.5136 2020-08-18 16:48:01,004 - mmaction - INFO - Epoch [166][40/627] lr: 1.684e-01, eta: 21:56:01, time: 1.276, data_time: 0.006, memory: 8470, top1_acc: 0.4376, top5_acc: 0.6822, loss_cls: 2.4996, loss: 2.4996, grad_norm: 1.5031 2020-08-18 16:48:28,097 - mmaction - INFO - Epoch [166][60/627] lr: 1.684e-01, eta: 21:55:33, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.4323, top5_acc: 0.6729, loss_cls: 2.5359, loss: 2.5359, grad_norm: 1.5097 2020-08-18 16:48:53,679 - mmaction - INFO - Epoch [166][80/627] lr: 1.684e-01, eta: 21:55:04, time: 1.280, data_time: 0.005, memory: 8470, top1_acc: 0.4374, top5_acc: 0.6785, loss_cls: 2.5273, loss: 2.5273, grad_norm: 1.4840 2020-08-18 16:49:19,595 - mmaction - INFO - Epoch [166][100/627] lr: 1.684e-01, eta: 21:54:36, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.4418, top5_acc: 0.6798, loss_cls: 2.5113, loss: 2.5113, grad_norm: 1.4836 2020-08-18 16:49:46,957 - mmaction - INFO - Epoch [166][120/627] lr: 1.684e-01, eta: 21:54:08, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6828, loss_cls: 2.4923, loss: 2.4923, grad_norm: 1.4653 2020-08-18 16:50:12,944 - mmaction - INFO - Epoch [166][140/627] lr: 1.684e-01, eta: 21:53:39, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.4387, top5_acc: 0.6741, loss_cls: 2.5102, loss: 2.5102, grad_norm: 1.4881 2020-08-18 16:50:38,802 - mmaction - INFO - Epoch [166][160/627] lr: 1.684e-01, eta: 21:53:11, time: 1.296, data_time: 0.007, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6819, loss_cls: 2.4992, loss: 2.4992, grad_norm: 1.5051 2020-08-18 16:51:05,702 - mmaction - INFO - Epoch [166][180/627] lr: 1.684e-01, eta: 21:52:42, time: 1.343, data_time: 0.069, memory: 8470, top1_acc: 0.4384, top5_acc: 0.6816, loss_cls: 2.5076, loss: 2.5076, grad_norm: 1.5257 2020-08-18 16:51:31,750 - mmaction - INFO - Epoch [166][200/627] lr: 1.684e-01, eta: 21:52:14, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.4345, top5_acc: 0.6751, loss_cls: 2.5367, loss: 2.5367, grad_norm: 1.4960 2020-08-18 16:51:58,512 - mmaction - INFO - Epoch [166][220/627] lr: 1.684e-01, eta: 21:51:46, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.4371, top5_acc: 0.6829, loss_cls: 2.5039, loss: 2.5039, grad_norm: 1.4963 2020-08-18 16:52:25,549 - mmaction - INFO - Epoch [166][240/627] lr: 1.684e-01, eta: 21:51:18, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.4405, top5_acc: 0.6814, loss_cls: 2.5093, loss: 2.5093, grad_norm: 1.5216 2020-08-18 16:52:51,674 - mmaction - INFO - Epoch [166][260/627] lr: 1.684e-01, eta: 21:50:49, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.4298, top5_acc: 0.6793, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.5016 2020-08-18 16:53:19,249 - mmaction - INFO - Epoch [166][280/627] lr: 1.684e-01, eta: 21:50:21, time: 1.380, data_time: 0.007, memory: 8470, top1_acc: 0.4331, top5_acc: 0.6806, loss_cls: 2.5314, loss: 2.5314, grad_norm: 1.5075 2020-08-18 16:53:45,630 - mmaction - INFO - Epoch [166][300/627] lr: 1.684e-01, eta: 21:49:53, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.4359, top5_acc: 0.6783, loss_cls: 2.5241, loss: 2.5241, grad_norm: 1.5099 2020-08-18 16:54:11,838 - mmaction - INFO - Epoch [166][320/627] lr: 1.684e-01, eta: 21:49:24, time: 1.309, data_time: 0.006, memory: 8470, top1_acc: 0.4341, top5_acc: 0.6792, loss_cls: 2.5395, loss: 2.5395, grad_norm: 1.5101 2020-08-18 16:54:38,330 - mmaction - INFO - Epoch [166][340/627] lr: 1.684e-01, eta: 21:48:56, time: 1.327, data_time: 0.007, memory: 8470, top1_acc: 0.4331, top5_acc: 0.6832, loss_cls: 2.5196, loss: 2.5196, grad_norm: 1.5055 2020-08-18 16:55:04,543 - mmaction - INFO - Epoch [166][360/627] lr: 1.684e-01, eta: 21:48:27, time: 1.309, data_time: 0.002, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6809, loss_cls: 2.5189, loss: 2.5189, grad_norm: 1.5097 2020-08-18 16:55:31,191 - mmaction - INFO - Epoch [166][380/627] lr: 1.684e-01, eta: 21:47:59, time: 1.334, data_time: 0.003, memory: 8470, top1_acc: 0.4302, top5_acc: 0.6714, loss_cls: 2.5560, loss: 2.5560, grad_norm: 1.4895 2020-08-18 16:55:57,636 - mmaction - INFO - Epoch [166][400/627] lr: 1.684e-01, eta: 21:47:31, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.4268, top5_acc: 0.6693, loss_cls: 2.5699, loss: 2.5699, grad_norm: 1.5051 2020-08-18 16:56:23,890 - mmaction - INFO - Epoch [166][420/627] lr: 1.684e-01, eta: 21:47:02, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.4281, top5_acc: 0.6760, loss_cls: 2.5442, loss: 2.5442, grad_norm: 1.5251 2020-08-18 16:56:50,134 - mmaction - INFO - Epoch [166][440/627] lr: 1.684e-01, eta: 21:46:34, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.4366, top5_acc: 0.6723, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.5032 2020-08-18 16:57:16,909 - mmaction - INFO - Epoch [166][460/627] lr: 1.684e-01, eta: 21:46:06, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.4396, top5_acc: 0.6802, loss_cls: 2.5178, loss: 2.5178, grad_norm: 1.4841 2020-08-18 16:57:43,586 - mmaction - INFO - Epoch [166][480/627] lr: 1.684e-01, eta: 21:45:37, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.4354, top5_acc: 0.6740, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.5070 2020-08-18 16:58:09,801 - mmaction - INFO - Epoch [166][500/627] lr: 1.684e-01, eta: 21:45:09, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6783, loss_cls: 2.5171, loss: 2.5171, grad_norm: 1.4906 2020-08-18 16:58:37,929 - mmaction - INFO - Epoch [166][520/627] lr: 1.684e-01, eta: 21:44:41, time: 1.409, data_time: 0.007, memory: 8470, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.5585, loss: 2.5585, grad_norm: 1.5028 2020-08-18 16:59:03,886 - mmaction - INFO - Epoch [166][540/627] lr: 1.684e-01, eta: 21:44:13, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.4292, top5_acc: 0.6734, loss_cls: 2.5435, loss: 2.5435, grad_norm: 1.5029 2020-08-18 16:59:30,756 - mmaction - INFO - Epoch [166][560/627] lr: 1.684e-01, eta: 21:43:45, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.4408, top5_acc: 0.6863, loss_cls: 2.4946, loss: 2.4946, grad_norm: 1.4973 2020-08-18 16:59:57,336 - mmaction - INFO - Epoch [166][580/627] lr: 1.684e-01, eta: 21:43:16, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.4233, top5_acc: 0.6629, loss_cls: 2.5759, loss: 2.5759, grad_norm: 1.4928 2020-08-18 17:00:29,599 - mmaction - INFO - Epoch [166][600/627] lr: 1.684e-01, eta: 21:42:51, time: 1.608, data_time: 0.007, memory: 8470, top1_acc: 0.4374, top5_acc: 0.6827, loss_cls: 2.5187, loss: 2.5187, grad_norm: 1.4926 2020-08-18 17:00:54,851 - mmaction - INFO - Epoch [166][620/627] lr: 1.684e-01, eta: 21:42:22, time: 1.271, data_time: 0.022, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6775, loss_cls: 2.5346, loss: 2.5346, grad_norm: 1.4940 2020-08-18 17:01:38,601 - mmaction - INFO - Epoch [167][20/627] lr: 1.651e-01, eta: 21:41:44, time: 1.783, data_time: 0.648, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6846, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.5273 2020-08-18 17:02:03,921 - mmaction - INFO - Epoch [167][40/627] lr: 1.651e-01, eta: 21:41:15, time: 1.268, data_time: 0.006, memory: 8470, top1_acc: 0.4406, top5_acc: 0.6819, loss_cls: 2.4934, loss: 2.4934, grad_norm: 1.4909 2020-08-18 17:02:31,241 - mmaction - INFO - Epoch [167][60/627] lr: 1.651e-01, eta: 21:40:47, time: 1.364, data_time: 0.004, memory: 8470, top1_acc: 0.4312, top5_acc: 0.6780, loss_cls: 2.5335, loss: 2.5335, grad_norm: 1.5121 2020-08-18 17:02:58,269 - mmaction - INFO - Epoch [167][80/627] lr: 1.651e-01, eta: 21:40:19, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.4430, top5_acc: 0.6931, loss_cls: 2.4458, loss: 2.4458, grad_norm: 1.4782 2020-08-18 17:03:24,027 - mmaction - INFO - Epoch [167][100/627] lr: 1.651e-01, eta: 21:39:50, time: 1.287, data_time: 0.006, memory: 8470, top1_acc: 0.4316, top5_acc: 0.6790, loss_cls: 2.5348, loss: 2.5348, grad_norm: 1.5032 2020-08-18 17:03:51,549 - mmaction - INFO - Epoch [167][120/627] lr: 1.651e-01, eta: 21:39:22, time: 1.376, data_time: 0.004, memory: 8470, top1_acc: 0.4436, top5_acc: 0.6876, loss_cls: 2.4530, loss: 2.4530, grad_norm: 1.4855 2020-08-18 17:04:19,430 - mmaction - INFO - Epoch [167][140/627] lr: 1.651e-01, eta: 21:38:55, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4376, top5_acc: 0.6797, loss_cls: 2.4906, loss: 2.4906, grad_norm: 1.5196 2020-08-18 17:04:46,132 - mmaction - INFO - Epoch [167][160/627] lr: 1.651e-01, eta: 21:38:27, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.4439, top5_acc: 0.6796, loss_cls: 2.5034, loss: 2.5034, grad_norm: 1.5225 2020-08-18 17:05:13,009 - mmaction - INFO - Epoch [167][180/627] lr: 1.651e-01, eta: 21:37:58, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.4327, top5_acc: 0.6792, loss_cls: 2.5312, loss: 2.5312, grad_norm: 1.5181 2020-08-18 17:05:40,041 - mmaction - INFO - Epoch [167][200/627] lr: 1.651e-01, eta: 21:37:30, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.4387, top5_acc: 0.6767, loss_cls: 2.5344, loss: 2.5344, grad_norm: 1.4956 2020-08-18 17:06:08,164 - mmaction - INFO - Epoch [167][220/627] lr: 1.651e-01, eta: 21:37:03, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.4368, top5_acc: 0.6875, loss_cls: 2.4829, loss: 2.4829, grad_norm: 1.5096 2020-08-18 17:06:35,943 - mmaction - INFO - Epoch [167][240/627] lr: 1.651e-01, eta: 21:36:35, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4388, top5_acc: 0.6867, loss_cls: 2.4894, loss: 2.4894, grad_norm: 1.5131 2020-08-18 17:07:02,763 - mmaction - INFO - Epoch [167][260/627] lr: 1.651e-01, eta: 21:36:07, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.4354, top5_acc: 0.6760, loss_cls: 2.5478, loss: 2.5478, grad_norm: 1.5107 2020-08-18 17:07:29,316 - mmaction - INFO - Epoch [167][280/627] lr: 1.651e-01, eta: 21:35:39, time: 1.328, data_time: 0.003, memory: 8470, top1_acc: 0.4312, top5_acc: 0.6676, loss_cls: 2.5610, loss: 2.5610, grad_norm: 1.5003 2020-08-18 17:07:57,366 - mmaction - INFO - Epoch [167][300/627] lr: 1.651e-01, eta: 21:35:11, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4440, top5_acc: 0.6793, loss_cls: 2.4947, loss: 2.4947, grad_norm: 1.4995 2020-08-18 17:08:24,159 - mmaction - INFO - Epoch [167][320/627] lr: 1.651e-01, eta: 21:34:43, time: 1.338, data_time: 0.007, memory: 8470, top1_acc: 0.4271, top5_acc: 0.6790, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.5140 2020-08-18 17:08:50,715 - mmaction - INFO - Epoch [167][340/627] lr: 1.651e-01, eta: 21:34:15, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.4232, top5_acc: 0.6797, loss_cls: 2.5319, loss: 2.5319, grad_norm: 1.5356 2020-08-18 17:09:17,705 - mmaction - INFO - Epoch [167][360/627] lr: 1.651e-01, eta: 21:33:47, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.4366, top5_acc: 0.6732, loss_cls: 2.5160, loss: 2.5160, grad_norm: 1.5063 2020-08-18 17:09:44,444 - mmaction - INFO - Epoch [167][380/627] lr: 1.651e-01, eta: 21:33:19, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.4361, top5_acc: 0.6832, loss_cls: 2.5178, loss: 2.5178, grad_norm: 1.5304 2020-08-18 17:10:11,233 - mmaction - INFO - Epoch [167][400/627] lr: 1.651e-01, eta: 21:32:50, time: 1.339, data_time: 0.002, memory: 8470, top1_acc: 0.4372, top5_acc: 0.6810, loss_cls: 2.5289, loss: 2.5289, grad_norm: 1.5091 2020-08-18 17:10:38,202 - mmaction - INFO - Epoch [167][420/627] lr: 1.651e-01, eta: 21:32:22, time: 1.346, data_time: 0.002, memory: 8470, top1_acc: 0.4371, top5_acc: 0.6823, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.5220 2020-08-18 17:11:04,814 - mmaction - INFO - Epoch [167][440/627] lr: 1.651e-01, eta: 21:31:54, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.4247, top5_acc: 0.6766, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.5138 2020-08-18 17:11:31,466 - mmaction - INFO - Epoch [167][460/627] lr: 1.651e-01, eta: 21:31:26, time: 1.332, data_time: 0.007, memory: 8470, top1_acc: 0.4326, top5_acc: 0.6775, loss_cls: 2.5316, loss: 2.5316, grad_norm: 1.5034 2020-08-18 17:11:57,990 - mmaction - INFO - Epoch [167][480/627] lr: 1.651e-01, eta: 21:30:58, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.4405, top5_acc: 0.6818, loss_cls: 2.5114, loss: 2.5114, grad_norm: 1.5352 2020-08-18 17:12:25,270 - mmaction - INFO - Epoch [167][500/627] lr: 1.651e-01, eta: 21:30:30, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.4310, top5_acc: 0.6749, loss_cls: 2.5341, loss: 2.5341, grad_norm: 1.5058 2020-08-18 17:12:53,784 - mmaction - INFO - Epoch [167][520/627] lr: 1.651e-01, eta: 21:30:02, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.4353, top5_acc: 0.6760, loss_cls: 2.5360, loss: 2.5360, grad_norm: 1.5197 2020-08-18 17:13:21,559 - mmaction - INFO - Epoch [167][540/627] lr: 1.651e-01, eta: 21:29:35, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.4302, top5_acc: 0.6682, loss_cls: 2.5752, loss: 2.5752, grad_norm: 1.5189 2020-08-18 17:13:47,898 - mmaction - INFO - Epoch [167][560/627] lr: 1.651e-01, eta: 21:29:06, time: 1.317, data_time: 0.002, memory: 8470, top1_acc: 0.4315, top5_acc: 0.6789, loss_cls: 2.5239, loss: 2.5239, grad_norm: 1.5118 2020-08-18 17:14:15,398 - mmaction - INFO - Epoch [167][580/627] lr: 1.651e-01, eta: 21:28:39, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.4301, top5_acc: 0.6789, loss_cls: 2.5367, loss: 2.5367, grad_norm: 1.5246 2020-08-18 17:14:42,016 - mmaction - INFO - Epoch [167][600/627] lr: 1.651e-01, eta: 21:28:10, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.4204, top5_acc: 0.6673, loss_cls: 2.5774, loss: 2.5774, grad_norm: 1.5388 2020-08-18 17:15:09,884 - mmaction - INFO - Epoch [167][620/627] lr: 1.651e-01, eta: 21:27:43, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4333, top5_acc: 0.6772, loss_cls: 2.5486, loss: 2.5486, grad_norm: 1.5070 2020-08-18 17:15:51,524 - mmaction - INFO - Epoch [168][20/627] lr: 1.618e-01, eta: 21:27:02, time: 1.598, data_time: 0.379, memory: 8470, top1_acc: 0.4417, top5_acc: 0.6805, loss_cls: 2.4928, loss: 2.4928, grad_norm: 1.4646 2020-08-18 17:16:17,402 - mmaction - INFO - Epoch [168][40/627] lr: 1.618e-01, eta: 21:26:34, time: 1.295, data_time: 0.005, memory: 8470, top1_acc: 0.4432, top5_acc: 0.6837, loss_cls: 2.4894, loss: 2.4894, grad_norm: 1.4987 2020-08-18 17:16:44,353 - mmaction - INFO - Epoch [168][60/627] lr: 1.618e-01, eta: 21:26:06, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.4393, top5_acc: 0.6858, loss_cls: 2.4893, loss: 2.4893, grad_norm: 1.4971 2020-08-18 17:17:11,932 - mmaction - INFO - Epoch [168][80/627] lr: 1.618e-01, eta: 21:25:38, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4467, top5_acc: 0.6846, loss_cls: 2.4738, loss: 2.4738, grad_norm: 1.4999 2020-08-18 17:17:40,564 - mmaction - INFO - Epoch [168][100/627] lr: 1.618e-01, eta: 21:25:11, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.4406, top5_acc: 0.6849, loss_cls: 2.4911, loss: 2.4911, grad_norm: 1.5317 2020-08-18 17:18:07,519 - mmaction - INFO - Epoch [168][120/627] lr: 1.618e-01, eta: 21:24:43, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.4434, top5_acc: 0.6893, loss_cls: 2.4718, loss: 2.4718, grad_norm: 1.5146 2020-08-18 17:18:34,481 - mmaction - INFO - Epoch [168][140/627] lr: 1.618e-01, eta: 21:24:15, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.4428, top5_acc: 0.6939, loss_cls: 2.4563, loss: 2.4563, grad_norm: 1.5380 2020-08-18 17:19:01,045 - mmaction - INFO - Epoch [168][160/627] lr: 1.618e-01, eta: 21:23:46, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.4289, top5_acc: 0.6807, loss_cls: 2.5150, loss: 2.5150, grad_norm: 1.5181 2020-08-18 17:19:28,765 - mmaction - INFO - Epoch [168][180/627] lr: 1.618e-01, eta: 21:23:19, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4456, top5_acc: 0.6842, loss_cls: 2.4877, loss: 2.4877, grad_norm: 1.5206 2020-08-18 17:19:54,960 - mmaction - INFO - Epoch [168][200/627] lr: 1.618e-01, eta: 21:22:50, time: 1.309, data_time: 0.002, memory: 8470, top1_acc: 0.4387, top5_acc: 0.6766, loss_cls: 2.5311, loss: 2.5311, grad_norm: 1.5150 2020-08-18 17:20:23,465 - mmaction - INFO - Epoch [168][220/627] lr: 1.618e-01, eta: 21:22:23, time: 1.425, data_time: 0.002, memory: 8470, top1_acc: 0.4372, top5_acc: 0.6863, loss_cls: 2.4812, loss: 2.4812, grad_norm: 1.5252 2020-08-18 17:20:50,206 - mmaction - INFO - Epoch [168][240/627] lr: 1.618e-01, eta: 21:21:55, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.5146, loss: 2.5146, grad_norm: 1.5347 2020-08-18 17:21:17,158 - mmaction - INFO - Epoch [168][260/627] lr: 1.618e-01, eta: 21:21:27, time: 1.348, data_time: 0.004, memory: 8470, top1_acc: 0.4301, top5_acc: 0.6790, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.5024 2020-08-18 17:21:43,171 - mmaction - INFO - Epoch [168][280/627] lr: 1.618e-01, eta: 21:20:58, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.4361, top5_acc: 0.6861, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.5218 2020-08-18 17:22:10,582 - mmaction - INFO - Epoch [168][300/627] lr: 1.618e-01, eta: 21:20:30, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.4312, top5_acc: 0.6814, loss_cls: 2.5225, loss: 2.5225, grad_norm: 1.5064 2020-08-18 17:22:38,054 - mmaction - INFO - Epoch [168][320/627] lr: 1.618e-01, eta: 21:20:03, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.4350, top5_acc: 0.6813, loss_cls: 2.5106, loss: 2.5106, grad_norm: 1.5098 2020-08-18 17:23:05,514 - mmaction - INFO - Epoch [168][340/627] lr: 1.618e-01, eta: 21:19:35, time: 1.372, data_time: 0.003, memory: 8470, top1_acc: 0.4361, top5_acc: 0.6806, loss_cls: 2.5077, loss: 2.5077, grad_norm: 1.5262 2020-08-18 17:23:32,114 - mmaction - INFO - Epoch [168][360/627] lr: 1.618e-01, eta: 21:19:06, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5299, loss: 2.5299, grad_norm: 1.5585 2020-08-18 17:23:58,759 - mmaction - INFO - Epoch [168][380/627] lr: 1.618e-01, eta: 21:18:38, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.4357, top5_acc: 0.6828, loss_cls: 2.5077, loss: 2.5077, grad_norm: 1.5268 2020-08-18 17:24:26,171 - mmaction - INFO - Epoch [168][400/627] lr: 1.618e-01, eta: 21:18:10, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.4272, top5_acc: 0.6733, loss_cls: 2.5505, loss: 2.5505, grad_norm: 1.5439 2020-08-18 17:24:52,752 - mmaction - INFO - Epoch [168][420/627] lr: 1.618e-01, eta: 21:17:42, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.4345, top5_acc: 0.6803, loss_cls: 2.5339, loss: 2.5339, grad_norm: 1.5634 2020-08-18 17:25:19,983 - mmaction - INFO - Epoch [168][440/627] lr: 1.618e-01, eta: 21:17:14, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.4275, top5_acc: 0.6716, loss_cls: 2.5554, loss: 2.5554, grad_norm: 1.5326 2020-08-18 17:25:47,105 - mmaction - INFO - Epoch [168][460/627] lr: 1.618e-01, eta: 21:16:46, time: 1.359, data_time: 0.007, memory: 8470, top1_acc: 0.4341, top5_acc: 0.6772, loss_cls: 2.5132, loss: 2.5132, grad_norm: 1.5495 2020-08-18 17:26:14,819 - mmaction - INFO - Epoch [168][480/627] lr: 1.618e-01, eta: 21:16:19, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.4418, top5_acc: 0.6803, loss_cls: 2.5127, loss: 2.5127, grad_norm: 1.5045 2020-08-18 17:26:40,837 - mmaction - INFO - Epoch [168][500/627] lr: 1.618e-01, eta: 21:15:50, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.4309, top5_acc: 0.6799, loss_cls: 2.5149, loss: 2.5149, grad_norm: 1.5341 2020-08-18 17:27:08,453 - mmaction - INFO - Epoch [168][520/627] lr: 1.618e-01, eta: 21:15:22, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6839, loss_cls: 2.4886, loss: 2.4886, grad_norm: 1.5307 2020-08-18 17:27:35,796 - mmaction - INFO - Epoch [168][540/627] lr: 1.618e-01, eta: 21:14:54, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.4380, top5_acc: 0.6836, loss_cls: 2.4928, loss: 2.4928, grad_norm: 1.5171 2020-08-18 17:28:02,680 - mmaction - INFO - Epoch [168][560/627] lr: 1.618e-01, eta: 21:14:26, time: 1.347, data_time: 0.007, memory: 8470, top1_acc: 0.4238, top5_acc: 0.6691, loss_cls: 2.5500, loss: 2.5500, grad_norm: 1.5483 2020-08-18 17:28:32,472 - mmaction - INFO - Epoch [168][580/627] lr: 1.618e-01, eta: 21:14:00, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.4357, top5_acc: 0.6742, loss_cls: 2.5276, loss: 2.5276, grad_norm: 1.5423 2020-08-18 17:28:59,481 - mmaction - INFO - Epoch [168][600/627] lr: 1.618e-01, eta: 21:13:32, time: 1.353, data_time: 0.005, memory: 8470, top1_acc: 0.4391, top5_acc: 0.6802, loss_cls: 2.4913, loss: 2.4913, grad_norm: 1.5053 2020-08-18 17:29:26,652 - mmaction - INFO - Epoch [168][620/627] lr: 1.618e-01, eta: 21:13:04, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.4354, top5_acc: 0.6794, loss_cls: 2.5198, loss: 2.5198, grad_norm: 1.4933 2020-08-18 17:29:35,492 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-08-18 17:30:07,523 - mmaction - INFO - Epoch [169][20/627] lr: 1.586e-01, eta: 21:12:23, time: 1.517, data_time: 0.332, memory: 8470, top1_acc: 0.4465, top5_acc: 0.6952, loss_cls: 2.4448, loss: 2.4448, grad_norm: 1.5507 2020-08-18 17:30:34,986 - mmaction - INFO - Epoch [169][40/627] lr: 1.586e-01, eta: 21:11:55, time: 1.373, data_time: 0.003, memory: 8470, top1_acc: 0.4371, top5_acc: 0.6850, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.5249 2020-08-18 17:31:03,092 - mmaction - INFO - Epoch [169][60/627] lr: 1.586e-01, eta: 21:11:27, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4451, top5_acc: 0.6898, loss_cls: 2.4345, loss: 2.4345, grad_norm: 1.5458 2020-08-18 17:31:29,007 - mmaction - INFO - Epoch [169][80/627] lr: 1.586e-01, eta: 21:10:59, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.4431, top5_acc: 0.6858, loss_cls: 2.5014, loss: 2.5014, grad_norm: 1.5285 2020-08-18 17:31:55,839 - mmaction - INFO - Epoch [169][100/627] lr: 1.586e-01, eta: 21:10:31, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.4342, top5_acc: 0.6855, loss_cls: 2.4900, loss: 2.4900, grad_norm: 1.5129 2020-08-18 17:32:23,482 - mmaction - INFO - Epoch [169][120/627] lr: 1.586e-01, eta: 21:10:03, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.4358, top5_acc: 0.6852, loss_cls: 2.4692, loss: 2.4692, grad_norm: 1.5306 2020-08-18 17:32:50,977 - mmaction - INFO - Epoch [169][140/627] lr: 1.586e-01, eta: 21:09:35, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.4242, top5_acc: 0.6736, loss_cls: 2.5613, loss: 2.5613, grad_norm: 1.5382 2020-08-18 17:33:18,870 - mmaction - INFO - Epoch [169][160/627] lr: 1.586e-01, eta: 21:09:08, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4547, top5_acc: 0.6889, loss_cls: 2.4416, loss: 2.4416, grad_norm: 1.5000 2020-08-18 17:33:46,166 - mmaction - INFO - Epoch [169][180/627] lr: 1.586e-01, eta: 21:08:40, time: 1.369, data_time: 0.007, memory: 8470, top1_acc: 0.4292, top5_acc: 0.6771, loss_cls: 2.5223, loss: 2.5223, grad_norm: 1.5616 2020-08-18 17:34:14,103 - mmaction - INFO - Epoch [169][200/627] lr: 1.586e-01, eta: 21:08:12, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.4335, top5_acc: 0.6816, loss_cls: 2.5284, loss: 2.5284, grad_norm: 1.5545 2020-08-18 17:34:42,543 - mmaction - INFO - Epoch [169][220/627] lr: 1.586e-01, eta: 21:07:45, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4840, loss: 2.4840, grad_norm: 1.5142 2020-08-18 17:35:11,148 - mmaction - INFO - Epoch [169][240/627] lr: 1.586e-01, eta: 21:07:18, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.4517, top5_acc: 0.6927, loss_cls: 2.4423, loss: 2.4423, grad_norm: 1.5373 2020-08-18 17:35:39,084 - mmaction - INFO - Epoch [169][260/627] lr: 1.586e-01, eta: 21:06:50, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.4453, top5_acc: 0.6845, loss_cls: 2.4635, loss: 2.4635, grad_norm: 1.5385 2020-08-18 17:36:08,330 - mmaction - INFO - Epoch [169][280/627] lr: 1.586e-01, eta: 21:06:23, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.4379, top5_acc: 0.6832, loss_cls: 2.4921, loss: 2.4921, grad_norm: 1.5439 2020-08-18 17:36:36,781 - mmaction - INFO - Epoch [169][300/627] lr: 1.586e-01, eta: 21:05:56, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.4314, top5_acc: 0.6746, loss_cls: 2.5441, loss: 2.5441, grad_norm: 1.5203 2020-08-18 17:37:05,166 - mmaction - INFO - Epoch [169][320/627] lr: 1.586e-01, eta: 21:05:29, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4323, top5_acc: 0.6807, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.5519 2020-08-18 17:37:33,159 - mmaction - INFO - Epoch [169][340/627] lr: 1.586e-01, eta: 21:05:01, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4466, top5_acc: 0.6915, loss_cls: 2.4555, loss: 2.4555, grad_norm: 1.5118 2020-08-18 17:38:01,329 - mmaction - INFO - Epoch [169][360/627] lr: 1.586e-01, eta: 21:04:34, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.4270, top5_acc: 0.6714, loss_cls: 2.5689, loss: 2.5689, grad_norm: 1.5479 2020-08-18 17:38:29,731 - mmaction - INFO - Epoch [169][380/627] lr: 1.586e-01, eta: 21:04:06, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4443, top5_acc: 0.6900, loss_cls: 2.4711, loss: 2.4711, grad_norm: 1.5550 2020-08-18 17:38:58,522 - mmaction - INFO - Epoch [169][400/627] lr: 1.586e-01, eta: 21:03:39, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.4314, top5_acc: 0.6840, loss_cls: 2.5317, loss: 2.5317, grad_norm: 1.5663 2020-08-18 17:39:28,109 - mmaction - INFO - Epoch [169][420/627] lr: 1.586e-01, eta: 21:03:13, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.4397, top5_acc: 0.6779, loss_cls: 2.5526, loss: 2.5526, grad_norm: 1.5086 2020-08-18 17:39:55,966 - mmaction - INFO - Epoch [169][440/627] lr: 1.586e-01, eta: 21:02:45, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4400, top5_acc: 0.6953, loss_cls: 2.4770, loss: 2.4770, grad_norm: 1.5551 2020-08-18 17:40:23,562 - mmaction - INFO - Epoch [169][460/627] lr: 1.586e-01, eta: 21:02:17, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4335, top5_acc: 0.6809, loss_cls: 2.5292, loss: 2.5292, grad_norm: 1.5322 2020-08-18 17:40:51,600 - mmaction - INFO - Epoch [169][480/627] lr: 1.586e-01, eta: 21:01:50, time: 1.401, data_time: 0.001, memory: 8470, top1_acc: 0.4552, top5_acc: 0.6872, loss_cls: 2.4505, loss: 2.4505, grad_norm: 1.5104 2020-08-18 17:41:19,742 - mmaction - INFO - Epoch [169][500/627] lr: 1.586e-01, eta: 21:01:22, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.4384, top5_acc: 0.6836, loss_cls: 2.5004, loss: 2.5004, grad_norm: 1.5351 2020-08-18 17:41:48,503 - mmaction - INFO - Epoch [169][520/627] lr: 1.586e-01, eta: 21:00:55, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4513, top5_acc: 0.6868, loss_cls: 2.4584, loss: 2.4584, grad_norm: 1.5098 2020-08-18 17:42:16,570 - mmaction - INFO - Epoch [169][540/627] lr: 1.586e-01, eta: 21:00:28, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4401, top5_acc: 0.6807, loss_cls: 2.5377, loss: 2.5377, grad_norm: 1.5346 2020-08-18 17:42:45,273 - mmaction - INFO - Epoch [169][560/627] lr: 1.586e-01, eta: 21:00:01, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.4324, top5_acc: 0.6743, loss_cls: 2.5306, loss: 2.5306, grad_norm: 1.5674 2020-08-18 17:43:15,032 - mmaction - INFO - Epoch [169][580/627] lr: 1.586e-01, eta: 20:59:34, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.4518, top5_acc: 0.6798, loss_cls: 2.4662, loss: 2.4662, grad_norm: 1.5475 2020-08-18 17:43:45,069 - mmaction - INFO - Epoch [169][600/627] lr: 1.586e-01, eta: 20:59:07, time: 1.498, data_time: 0.005, memory: 8470, top1_acc: 0.4410, top5_acc: 0.6835, loss_cls: 2.4997, loss: 2.4997, grad_norm: 1.5344 2020-08-18 17:44:12,768 - mmaction - INFO - Epoch [169][620/627] lr: 1.586e-01, eta: 20:58:40, time: 1.389, data_time: 0.007, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6810, loss_cls: 2.4940, loss: 2.4940, grad_norm: 1.5611 2020-08-18 17:44:56,644 - mmaction - INFO - Epoch [170][20/627] lr: 1.553e-01, eta: 20:58:01, time: 1.726, data_time: 0.404, memory: 8470, top1_acc: 0.4401, top5_acc: 0.6758, loss_cls: 2.5195, loss: 2.5195, grad_norm: 1.5636 2020-08-18 17:45:24,514 - mmaction - INFO - Epoch [170][40/627] lr: 1.553e-01, eta: 20:57:33, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.4456, top5_acc: 0.6908, loss_cls: 2.4446, loss: 2.4446, grad_norm: 1.5259 2020-08-18 17:45:52,811 - mmaction - INFO - Epoch [170][60/627] lr: 1.553e-01, eta: 20:57:06, time: 1.413, data_time: 0.004, memory: 8470, top1_acc: 0.4370, top5_acc: 0.6884, loss_cls: 2.4772, loss: 2.4772, grad_norm: 1.5338 2020-08-18 17:46:22,418 - mmaction - INFO - Epoch [170][80/627] lr: 1.553e-01, eta: 20:56:39, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.4423, top5_acc: 0.6910, loss_cls: 2.4682, loss: 2.4682, grad_norm: 1.5712 2020-08-18 17:46:52,102 - mmaction - INFO - Epoch [170][100/627] lr: 1.553e-01, eta: 20:56:13, time: 1.483, data_time: 0.006, memory: 8470, top1_acc: 0.4500, top5_acc: 0.6848, loss_cls: 2.4840, loss: 2.4840, grad_norm: 1.5485 2020-08-18 17:47:24,053 - mmaction - INFO - Epoch [170][120/627] lr: 1.553e-01, eta: 20:55:47, time: 1.599, data_time: 0.007, memory: 8470, top1_acc: 0.4402, top5_acc: 0.6865, loss_cls: 2.4961, loss: 2.4961, grad_norm: 1.5885 2020-08-18 17:47:53,671 - mmaction - INFO - Epoch [170][140/627] lr: 1.553e-01, eta: 20:55:20, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.4408, top5_acc: 0.6945, loss_cls: 2.4645, loss: 2.4645, grad_norm: 1.5364 2020-08-18 17:48:24,460 - mmaction - INFO - Epoch [170][160/627] lr: 1.553e-01, eta: 20:54:54, time: 1.538, data_time: 0.006, memory: 8470, top1_acc: 0.4430, top5_acc: 0.6786, loss_cls: 2.5151, loss: 2.5151, grad_norm: 1.5260 2020-08-18 17:48:54,175 - mmaction - INFO - Epoch [170][180/627] lr: 1.553e-01, eta: 20:54:28, time: 1.487, data_time: 0.003, memory: 8470, top1_acc: 0.4527, top5_acc: 0.6901, loss_cls: 2.4412, loss: 2.4412, grad_norm: 1.5524 2020-08-18 17:49:23,960 - mmaction - INFO - Epoch [170][200/627] lr: 1.553e-01, eta: 20:54:01, time: 1.487, data_time: 0.004, memory: 8470, top1_acc: 0.4384, top5_acc: 0.6754, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.5594 2020-08-18 17:49:53,644 - mmaction - INFO - Epoch [170][220/627] lr: 1.553e-01, eta: 20:53:34, time: 1.487, data_time: 0.006, memory: 8470, top1_acc: 0.4419, top5_acc: 0.6805, loss_cls: 2.4942, loss: 2.4942, grad_norm: 1.5579 2020-08-18 17:50:24,663 - mmaction - INFO - Epoch [170][240/627] lr: 1.553e-01, eta: 20:53:08, time: 1.549, data_time: 0.005, memory: 8470, top1_acc: 0.4452, top5_acc: 0.6967, loss_cls: 2.4592, loss: 2.4592, grad_norm: 1.5429 2020-08-18 17:50:54,431 - mmaction - INFO - Epoch [170][260/627] lr: 1.553e-01, eta: 20:52:42, time: 1.491, data_time: 0.006, memory: 8470, top1_acc: 0.4372, top5_acc: 0.6828, loss_cls: 2.4951, loss: 2.4951, grad_norm: 1.5436 2020-08-18 17:51:24,240 - mmaction - INFO - Epoch [170][280/627] lr: 1.553e-01, eta: 20:52:15, time: 1.487, data_time: 0.006, memory: 8470, top1_acc: 0.4329, top5_acc: 0.6775, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.5706 2020-08-18 17:51:54,209 - mmaction - INFO - Epoch [170][300/627] lr: 1.553e-01, eta: 20:51:49, time: 1.499, data_time: 0.007, memory: 8470, top1_acc: 0.4327, top5_acc: 0.6827, loss_cls: 2.5031, loss: 2.5031, grad_norm: 1.5466 2020-08-18 17:52:23,967 - mmaction - INFO - Epoch [170][320/627] lr: 1.553e-01, eta: 20:51:22, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4717, loss: 2.4717, grad_norm: 1.5318 2020-08-18 17:52:53,288 - mmaction - INFO - Epoch [170][340/627] lr: 1.553e-01, eta: 20:50:55, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.4460, top5_acc: 0.6827, loss_cls: 2.5005, loss: 2.5005, grad_norm: 1.5521 2020-08-18 17:53:22,694 - mmaction - INFO - Epoch [170][360/627] lr: 1.553e-01, eta: 20:50:28, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6853, loss_cls: 2.5087, loss: 2.5087, grad_norm: 1.5656 2020-08-18 17:53:51,970 - mmaction - INFO - Epoch [170][380/627] lr: 1.553e-01, eta: 20:50:01, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.4516, top5_acc: 0.6900, loss_cls: 2.4332, loss: 2.4332, grad_norm: 1.5398 2020-08-18 17:54:20,841 - mmaction - INFO - Epoch [170][400/627] lr: 1.553e-01, eta: 20:49:34, time: 1.444, data_time: 0.002, memory: 8470, top1_acc: 0.4415, top5_acc: 0.6943, loss_cls: 2.4574, loss: 2.4574, grad_norm: 1.5535 2020-08-18 17:54:50,257 - mmaction - INFO - Epoch [170][420/627] lr: 1.553e-01, eta: 20:49:08, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.4349, top5_acc: 0.6827, loss_cls: 2.5154, loss: 2.5154, grad_norm: 1.5557 2020-08-18 17:55:19,553 - mmaction - INFO - Epoch [170][440/627] lr: 1.553e-01, eta: 20:48:41, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.4382, top5_acc: 0.6754, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.5607 2020-08-18 17:55:49,116 - mmaction - INFO - Epoch [170][460/627] lr: 1.553e-01, eta: 20:48:14, time: 1.480, data_time: 0.005, memory: 8470, top1_acc: 0.4348, top5_acc: 0.6850, loss_cls: 2.5275, loss: 2.5275, grad_norm: 1.5634 2020-08-18 17:56:18,244 - mmaction - INFO - Epoch [170][480/627] lr: 1.553e-01, eta: 20:47:47, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4469, top5_acc: 0.6840, loss_cls: 2.4794, loss: 2.4794, grad_norm: 1.5506 2020-08-18 17:56:47,681 - mmaction - INFO - Epoch [170][500/627] lr: 1.553e-01, eta: 20:47:20, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.4335, top5_acc: 0.6781, loss_cls: 2.5129, loss: 2.5129, grad_norm: 1.5424 2020-08-18 17:57:16,973 - mmaction - INFO - Epoch [170][520/627] lr: 1.553e-01, eta: 20:46:53, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.4378, top5_acc: 0.6814, loss_cls: 2.5028, loss: 2.5028, grad_norm: 1.5344 2020-08-18 17:57:45,960 - mmaction - INFO - Epoch [170][540/627] lr: 1.553e-01, eta: 20:46:26, time: 1.450, data_time: 0.004, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6743, loss_cls: 2.5215, loss: 2.5215, grad_norm: 1.5207 2020-08-18 17:58:15,158 - mmaction - INFO - Epoch [170][560/627] lr: 1.553e-01, eta: 20:45:59, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.4320, top5_acc: 0.6704, loss_cls: 2.5310, loss: 2.5310, grad_norm: 1.5570 2020-08-18 17:58:44,243 - mmaction - INFO - Epoch [170][580/627] lr: 1.553e-01, eta: 20:45:32, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.4370, top5_acc: 0.6840, loss_cls: 2.4934, loss: 2.4934, grad_norm: 1.5471 2020-08-18 17:59:13,075 - mmaction - INFO - Epoch [170][600/627] lr: 1.553e-01, eta: 20:45:05, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.4411, top5_acc: 0.6880, loss_cls: 2.4822, loss: 2.4822, grad_norm: 1.5448 2020-08-18 17:59:42,180 - mmaction - INFO - Epoch [170][620/627] lr: 1.553e-01, eta: 20:44:38, time: 1.457, data_time: 0.007, memory: 8470, top1_acc: 0.4427, top5_acc: 0.6880, loss_cls: 2.4909, loss: 2.4909, grad_norm: 1.5674 2020-08-18 18:00:30,220 - mmaction - INFO - Epoch [171][20/627] lr: 1.521e-01, eta: 20:44:02, time: 1.945, data_time: 0.376, memory: 8470, top1_acc: 0.4385, top5_acc: 0.6790, loss_cls: 2.5024, loss: 2.5024, grad_norm: 1.5458 2020-08-18 18:00:58,080 - mmaction - INFO - Epoch [171][40/627] lr: 1.521e-01, eta: 20:43:34, time: 1.399, data_time: 0.019, memory: 8470, top1_acc: 0.4487, top5_acc: 0.6943, loss_cls: 2.4489, loss: 2.4489, grad_norm: 1.5549 2020-08-18 18:01:25,454 - mmaction - INFO - Epoch [171][60/627] lr: 1.521e-01, eta: 20:43:06, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.4372, top5_acc: 0.6815, loss_cls: 2.4914, loss: 2.4914, grad_norm: 1.5492 2020-08-18 18:01:53,281 - mmaction - INFO - Epoch [171][80/627] lr: 1.521e-01, eta: 20:42:39, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4471, top5_acc: 0.6939, loss_cls: 2.4295, loss: 2.4295, grad_norm: 1.5756 2020-08-18 18:02:22,150 - mmaction - INFO - Epoch [171][100/627] lr: 1.521e-01, eta: 20:42:11, time: 1.442, data_time: 0.002, memory: 8470, top1_acc: 0.4408, top5_acc: 0.6832, loss_cls: 2.4649, loss: 2.4649, grad_norm: 1.5282 2020-08-18 18:02:50,804 - mmaction - INFO - Epoch [171][120/627] lr: 1.521e-01, eta: 20:41:44, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.4508, top5_acc: 0.6908, loss_cls: 2.4610, loss: 2.4610, grad_norm: 1.5438 2020-08-18 18:03:19,039 - mmaction - INFO - Epoch [171][140/627] lr: 1.521e-01, eta: 20:41:17, time: 1.412, data_time: 0.004, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6960, loss_cls: 2.4403, loss: 2.4403, grad_norm: 1.5477 2020-08-18 18:03:47,585 - mmaction - INFO - Epoch [171][160/627] lr: 1.521e-01, eta: 20:40:50, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.4402, top5_acc: 0.6931, loss_cls: 2.4668, loss: 2.4668, grad_norm: 1.5580 2020-08-18 18:04:16,884 - mmaction - INFO - Epoch [171][180/627] lr: 1.521e-01, eta: 20:40:23, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6837, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.5406 2020-08-18 18:04:44,913 - mmaction - INFO - Epoch [171][200/627] lr: 1.521e-01, eta: 20:39:55, time: 1.402, data_time: 0.008, memory: 8470, top1_acc: 0.4456, top5_acc: 0.6982, loss_cls: 2.4368, loss: 2.4368, grad_norm: 1.5627 2020-08-18 18:05:14,170 - mmaction - INFO - Epoch [171][220/627] lr: 1.521e-01, eta: 20:39:28, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6888, loss_cls: 2.4572, loss: 2.4572, grad_norm: 1.5334 2020-08-18 18:05:42,212 - mmaction - INFO - Epoch [171][240/627] lr: 1.521e-01, eta: 20:39:01, time: 1.406, data_time: 0.007, memory: 8470, top1_acc: 0.4354, top5_acc: 0.6865, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.5961 2020-08-18 18:06:10,912 - mmaction - INFO - Epoch [171][260/627] lr: 1.521e-01, eta: 20:38:34, time: 1.433, data_time: 0.004, memory: 8470, top1_acc: 0.4421, top5_acc: 0.6857, loss_cls: 2.5002, loss: 2.5002, grad_norm: 1.5731 2020-08-18 18:06:39,570 - mmaction - INFO - Epoch [171][280/627] lr: 1.521e-01, eta: 20:38:06, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.4434, top5_acc: 0.6811, loss_cls: 2.4875, loss: 2.4875, grad_norm: 1.5259 2020-08-18 18:07:07,940 - mmaction - INFO - Epoch [171][300/627] lr: 1.521e-01, eta: 20:37:39, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.4449, top5_acc: 0.6854, loss_cls: 2.4785, loss: 2.4785, grad_norm: 1.5421 2020-08-18 18:07:36,986 - mmaction - INFO - Epoch [171][320/627] lr: 1.521e-01, eta: 20:37:12, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4431, top5_acc: 0.6811, loss_cls: 2.4755, loss: 2.4755, grad_norm: 1.5866 2020-08-18 18:08:05,815 - mmaction - INFO - Epoch [171][340/627] lr: 1.521e-01, eta: 20:36:45, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.4439, top5_acc: 0.6928, loss_cls: 2.4616, loss: 2.4616, grad_norm: 1.5628 2020-08-18 18:08:34,693 - mmaction - INFO - Epoch [171][360/627] lr: 1.521e-01, eta: 20:36:18, time: 1.443, data_time: 0.007, memory: 8470, top1_acc: 0.4464, top5_acc: 0.6871, loss_cls: 2.4493, loss: 2.4493, grad_norm: 1.5497 2020-08-18 18:09:03,429 - mmaction - INFO - Epoch [171][380/627] lr: 1.521e-01, eta: 20:35:51, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6863, loss_cls: 2.4458, loss: 2.4458, grad_norm: 1.5573 2020-08-18 18:09:31,508 - mmaction - INFO - Epoch [171][400/627] lr: 1.521e-01, eta: 20:35:23, time: 1.403, data_time: 0.002, memory: 8470, top1_acc: 0.4327, top5_acc: 0.6788, loss_cls: 2.5269, loss: 2.5269, grad_norm: 1.5654 2020-08-18 18:10:00,115 - mmaction - INFO - Epoch [171][420/627] lr: 1.521e-01, eta: 20:34:56, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4510, top5_acc: 0.6854, loss_cls: 2.4710, loss: 2.4710, grad_norm: 1.5728 2020-08-18 18:10:28,692 - mmaction - INFO - Epoch [171][440/627] lr: 1.521e-01, eta: 20:34:29, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.4441, top5_acc: 0.6875, loss_cls: 2.4859, loss: 2.4859, grad_norm: 1.5596 2020-08-18 18:10:57,761 - mmaction - INFO - Epoch [171][460/627] lr: 1.521e-01, eta: 20:34:01, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4413, top5_acc: 0.6908, loss_cls: 2.4519, loss: 2.4519, grad_norm: 1.5760 2020-08-18 18:11:25,844 - mmaction - INFO - Epoch [171][480/627] lr: 1.521e-01, eta: 20:33:34, time: 1.404, data_time: 0.002, memory: 8470, top1_acc: 0.4342, top5_acc: 0.6802, loss_cls: 2.5210, loss: 2.5210, grad_norm: 1.5806 2020-08-18 18:11:54,221 - mmaction - INFO - Epoch [171][500/627] lr: 1.521e-01, eta: 20:33:07, time: 1.417, data_time: 0.004, memory: 8470, top1_acc: 0.4436, top5_acc: 0.6829, loss_cls: 2.4840, loss: 2.4840, grad_norm: 1.5640 2020-08-18 18:12:22,827 - mmaction - INFO - Epoch [171][520/627] lr: 1.521e-01, eta: 20:32:39, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.4478, top5_acc: 0.6900, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.5988 2020-08-18 18:12:50,886 - mmaction - INFO - Epoch [171][540/627] lr: 1.521e-01, eta: 20:32:12, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4419, top5_acc: 0.6807, loss_cls: 2.4956, loss: 2.4956, grad_norm: 1.5567 2020-08-18 18:13:19,784 - mmaction - INFO - Epoch [171][560/627] lr: 1.521e-01, eta: 20:31:45, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.4443, top5_acc: 0.6831, loss_cls: 2.4772, loss: 2.4772, grad_norm: 1.5711 2020-08-18 18:13:48,710 - mmaction - INFO - Epoch [171][580/627] lr: 1.521e-01, eta: 20:31:18, time: 1.445, data_time: 0.007, memory: 8470, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5182, loss: 2.5182, grad_norm: 1.5818 2020-08-18 18:14:16,962 - mmaction - INFO - Epoch [171][600/627] lr: 1.521e-01, eta: 20:30:50, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4349, top5_acc: 0.6835, loss_cls: 2.5010, loss: 2.5010, grad_norm: 1.5714 2020-08-18 18:14:44,910 - mmaction - INFO - Epoch [171][620/627] lr: 1.521e-01, eta: 20:30:23, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.4384, top5_acc: 0.6842, loss_cls: 2.5074, loss: 2.5074, grad_norm: 1.5594 2020-08-18 18:15:29,370 - mmaction - INFO - Epoch [172][20/627] lr: 1.489e-01, eta: 20:29:44, time: 1.771, data_time: 0.592, memory: 8470, top1_acc: 0.4410, top5_acc: 0.6906, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.5677 2020-08-18 18:15:57,147 - mmaction - INFO - Epoch [172][40/627] lr: 1.489e-01, eta: 20:29:17, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6833, loss_cls: 2.4769, loss: 2.4769, grad_norm: 1.5983 2020-08-18 18:16:25,596 - mmaction - INFO - Epoch [172][60/627] lr: 1.489e-01, eta: 20:28:49, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4579, top5_acc: 0.6962, loss_cls: 2.4215, loss: 2.4215, grad_norm: 1.5480 2020-08-18 18:16:55,253 - mmaction - INFO - Epoch [172][80/627] lr: 1.489e-01, eta: 20:28:23, time: 1.485, data_time: 0.006, memory: 8470, top1_acc: 0.4454, top5_acc: 0.6876, loss_cls: 2.4681, loss: 2.4681, grad_norm: 1.5576 2020-08-18 18:17:23,044 - mmaction - INFO - Epoch [172][100/627] lr: 1.489e-01, eta: 20:27:55, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4477, top5_acc: 0.6895, loss_cls: 2.4426, loss: 2.4426, grad_norm: 1.5659 2020-08-18 18:17:51,341 - mmaction - INFO - Epoch [172][120/627] lr: 1.489e-01, eta: 20:27:28, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4523, top5_acc: 0.6906, loss_cls: 2.4500, loss: 2.4500, grad_norm: 1.5616 2020-08-18 18:18:20,551 - mmaction - INFO - Epoch [172][140/627] lr: 1.489e-01, eta: 20:27:01, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.4514, top5_acc: 0.6919, loss_cls: 2.4451, loss: 2.4451, grad_norm: 1.5811 2020-08-18 18:18:49,443 - mmaction - INFO - Epoch [172][160/627] lr: 1.489e-01, eta: 20:26:33, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.4497, top5_acc: 0.6969, loss_cls: 2.4312, loss: 2.4312, grad_norm: 1.5597 2020-08-18 18:19:17,819 - mmaction - INFO - Epoch [172][180/627] lr: 1.489e-01, eta: 20:26:06, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6902, loss_cls: 2.4667, loss: 2.4667, grad_norm: 1.5782 2020-08-18 18:19:46,040 - mmaction - INFO - Epoch [172][200/627] lr: 1.489e-01, eta: 20:25:39, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4464, top5_acc: 0.6848, loss_cls: 2.4499, loss: 2.4499, grad_norm: 1.5610 2020-08-18 18:20:15,567 - mmaction - INFO - Epoch [172][220/627] lr: 1.489e-01, eta: 20:25:12, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.4441, top5_acc: 0.6983, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.5552 2020-08-18 18:20:44,345 - mmaction - INFO - Epoch [172][240/627] lr: 1.489e-01, eta: 20:24:45, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4363, top5_acc: 0.6793, loss_cls: 2.5085, loss: 2.5085, grad_norm: 1.5533 2020-08-18 18:21:12,488 - mmaction - INFO - Epoch [172][260/627] lr: 1.489e-01, eta: 20:24:17, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.4423, top5_acc: 0.6846, loss_cls: 2.4927, loss: 2.4927, grad_norm: 1.5754 2020-08-18 18:21:41,458 - mmaction - INFO - Epoch [172][280/627] lr: 1.489e-01, eta: 20:23:50, time: 1.448, data_time: 0.004, memory: 8470, top1_acc: 0.4504, top5_acc: 0.6900, loss_cls: 2.4728, loss: 2.4728, grad_norm: 1.5821 2020-08-18 18:22:10,135 - mmaction - INFO - Epoch [172][300/627] lr: 1.489e-01, eta: 20:23:23, time: 1.432, data_time: 0.007, memory: 8470, top1_acc: 0.4454, top5_acc: 0.6932, loss_cls: 2.4786, loss: 2.4786, grad_norm: 1.5668 2020-08-18 18:22:38,386 - mmaction - INFO - Epoch [172][320/627] lr: 1.489e-01, eta: 20:22:55, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4424, top5_acc: 0.6855, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.5589 2020-08-18 18:23:06,043 - mmaction - INFO - Epoch [172][340/627] lr: 1.489e-01, eta: 20:22:28, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4422, top5_acc: 0.6879, loss_cls: 2.4810, loss: 2.4810, grad_norm: 1.5696 2020-08-18 18:23:34,279 - mmaction - INFO - Epoch [172][360/627] lr: 1.489e-01, eta: 20:22:00, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4400, top5_acc: 0.6828, loss_cls: 2.4716, loss: 2.4716, grad_norm: 1.5951 2020-08-18 18:24:03,049 - mmaction - INFO - Epoch [172][380/627] lr: 1.489e-01, eta: 20:21:33, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4583, top5_acc: 0.7021, loss_cls: 2.4227, loss: 2.4227, grad_norm: 1.5550 2020-08-18 18:24:31,630 - mmaction - INFO - Epoch [172][400/627] lr: 1.489e-01, eta: 20:21:06, time: 1.430, data_time: 0.003, memory: 8470, top1_acc: 0.4431, top5_acc: 0.6888, loss_cls: 2.4626, loss: 2.4626, grad_norm: 1.5774 2020-08-18 18:25:01,496 - mmaction - INFO - Epoch [172][420/627] lr: 1.489e-01, eta: 20:20:39, time: 1.490, data_time: 0.005, memory: 8470, top1_acc: 0.4466, top5_acc: 0.6901, loss_cls: 2.4418, loss: 2.4418, grad_norm: 1.5829 2020-08-18 18:25:29,945 - mmaction - INFO - Epoch [172][440/627] lr: 1.489e-01, eta: 20:20:12, time: 1.426, data_time: 0.007, memory: 8470, top1_acc: 0.4268, top5_acc: 0.6727, loss_cls: 2.5520, loss: 2.5520, grad_norm: 1.5865 2020-08-18 18:25:57,863 - mmaction - INFO - Epoch [172][460/627] lr: 1.489e-01, eta: 20:19:44, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.4378, top5_acc: 0.6824, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.5668 2020-08-18 18:26:27,268 - mmaction - INFO - Epoch [172][480/627] lr: 1.489e-01, eta: 20:19:17, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.4488, top5_acc: 0.6982, loss_cls: 2.4442, loss: 2.4442, grad_norm: 1.5904 2020-08-18 18:26:54,907 - mmaction - INFO - Epoch [172][500/627] lr: 1.489e-01, eta: 20:18:50, time: 1.380, data_time: 0.007, memory: 8470, top1_acc: 0.4432, top5_acc: 0.6961, loss_cls: 2.4430, loss: 2.4430, grad_norm: 1.5664 2020-08-18 18:27:22,960 - mmaction - INFO - Epoch [172][520/627] lr: 1.489e-01, eta: 20:18:22, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4491, top5_acc: 0.6895, loss_cls: 2.4779, loss: 2.4779, grad_norm: 1.6025 2020-08-18 18:27:51,729 - mmaction - INFO - Epoch [172][540/627] lr: 1.489e-01, eta: 20:17:55, time: 1.436, data_time: 0.007, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6823, loss_cls: 2.4875, loss: 2.4875, grad_norm: 1.5747 2020-08-18 18:28:19,900 - mmaction - INFO - Epoch [172][560/627] lr: 1.489e-01, eta: 20:17:27, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4437, top5_acc: 0.6917, loss_cls: 2.4575, loss: 2.4575, grad_norm: 1.5880 2020-08-18 18:28:48,323 - mmaction - INFO - Epoch [172][580/627] lr: 1.489e-01, eta: 20:17:00, time: 1.422, data_time: 0.003, memory: 8470, top1_acc: 0.4439, top5_acc: 0.6811, loss_cls: 2.4837, loss: 2.4837, grad_norm: 1.5907 2020-08-18 18:29:17,079 - mmaction - INFO - Epoch [172][600/627] lr: 1.489e-01, eta: 20:16:33, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.4445, top5_acc: 0.6772, loss_cls: 2.4979, loss: 2.4979, grad_norm: 1.5796 2020-08-18 18:29:46,942 - mmaction - INFO - Epoch [172][620/627] lr: 1.489e-01, eta: 20:16:06, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6831, loss_cls: 2.4766, loss: 2.4766, grad_norm: 1.5689 2020-08-18 18:29:55,313 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-08-18 18:30:27,419 - mmaction - INFO - Epoch [173][20/627] lr: 1.458e-01, eta: 20:15:25, time: 1.476, data_time: 0.295, memory: 8470, top1_acc: 0.4471, top5_acc: 0.6812, loss_cls: 2.4782, loss: 2.4782, grad_norm: 1.5722 2020-08-18 18:30:55,487 - mmaction - INFO - Epoch [173][40/627] lr: 1.458e-01, eta: 20:14:58, time: 1.403, data_time: 0.003, memory: 8470, top1_acc: 0.4495, top5_acc: 0.6930, loss_cls: 2.4494, loss: 2.4494, grad_norm: 1.5655 2020-08-18 18:31:23,051 - mmaction - INFO - Epoch [173][60/627] lr: 1.458e-01, eta: 20:14:30, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.4497, top5_acc: 0.7016, loss_cls: 2.4333, loss: 2.4333, grad_norm: 1.5793 2020-08-18 18:31:52,221 - mmaction - INFO - Epoch [173][80/627] lr: 1.458e-01, eta: 20:14:03, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.4573, top5_acc: 0.7000, loss_cls: 2.4089, loss: 2.4089, grad_norm: 1.5660 2020-08-18 18:32:19,482 - mmaction - INFO - Epoch [173][100/627] lr: 1.458e-01, eta: 20:13:35, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.4566, top5_acc: 0.7021, loss_cls: 2.3929, loss: 2.3929, grad_norm: 1.5600 2020-08-18 18:32:46,902 - mmaction - INFO - Epoch [173][120/627] lr: 1.458e-01, eta: 20:13:07, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.4497, top5_acc: 0.6952, loss_cls: 2.4103, loss: 2.4103, grad_norm: 1.6061 2020-08-18 18:33:15,683 - mmaction - INFO - Epoch [173][140/627] lr: 1.458e-01, eta: 20:12:40, time: 1.437, data_time: 0.004, memory: 8470, top1_acc: 0.4451, top5_acc: 0.6846, loss_cls: 2.4621, loss: 2.4621, grad_norm: 1.5953 2020-08-18 18:33:43,425 - mmaction - INFO - Epoch [173][160/627] lr: 1.458e-01, eta: 20:12:12, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.4421, top5_acc: 0.6914, loss_cls: 2.4715, loss: 2.4715, grad_norm: 1.5829 2020-08-18 18:34:12,087 - mmaction - INFO - Epoch [173][180/627] lr: 1.458e-01, eta: 20:11:45, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.4513, top5_acc: 0.6865, loss_cls: 2.4669, loss: 2.4669, grad_norm: 1.5807 2020-08-18 18:34:40,020 - mmaction - INFO - Epoch [173][200/627] lr: 1.458e-01, eta: 20:11:17, time: 1.397, data_time: 0.002, memory: 8470, top1_acc: 0.4382, top5_acc: 0.6845, loss_cls: 2.4863, loss: 2.4863, grad_norm: 1.5873 2020-08-18 18:35:07,681 - mmaction - INFO - Epoch [173][220/627] lr: 1.458e-01, eta: 20:10:50, time: 1.382, data_time: 0.004, memory: 8470, top1_acc: 0.4518, top5_acc: 0.6957, loss_cls: 2.4429, loss: 2.4429, grad_norm: 1.5591 2020-08-18 18:35:36,016 - mmaction - INFO - Epoch [173][240/627] lr: 1.458e-01, eta: 20:10:22, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.4546, top5_acc: 0.6958, loss_cls: 2.4383, loss: 2.4383, grad_norm: 1.5881 2020-08-18 18:36:03,904 - mmaction - INFO - Epoch [173][260/627] lr: 1.458e-01, eta: 20:09:55, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.4507, top5_acc: 0.6952, loss_cls: 2.4164, loss: 2.4164, grad_norm: 1.5623 2020-08-18 18:36:32,815 - mmaction - INFO - Epoch [173][280/627] lr: 1.458e-01, eta: 20:09:27, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.4451, top5_acc: 0.6909, loss_cls: 2.4584, loss: 2.4584, grad_norm: 1.5955 2020-08-18 18:37:00,687 - mmaction - INFO - Epoch [173][300/627] lr: 1.458e-01, eta: 20:09:00, time: 1.393, data_time: 0.007, memory: 8470, top1_acc: 0.4465, top5_acc: 0.6935, loss_cls: 2.4505, loss: 2.4505, grad_norm: 1.5751 2020-08-18 18:37:29,249 - mmaction - INFO - Epoch [173][320/627] lr: 1.458e-01, eta: 20:08:33, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6914, loss_cls: 2.4382, loss: 2.4382, grad_norm: 1.5858 2020-08-18 18:37:57,098 - mmaction - INFO - Epoch [173][340/627] lr: 1.458e-01, eta: 20:08:05, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.4430, top5_acc: 0.6913, loss_cls: 2.4598, loss: 2.4598, grad_norm: 1.6097 2020-08-18 18:38:24,759 - mmaction - INFO - Epoch [173][360/627] lr: 1.458e-01, eta: 20:07:37, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4422, top5_acc: 0.6823, loss_cls: 2.4898, loss: 2.4898, grad_norm: 1.5957 2020-08-18 18:38:54,041 - mmaction - INFO - Epoch [173][380/627] lr: 1.458e-01, eta: 20:07:10, time: 1.462, data_time: 0.002, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6964, loss_cls: 2.4398, loss: 2.4398, grad_norm: 1.6025 2020-08-18 18:39:20,763 - mmaction - INFO - Epoch [173][400/627] lr: 1.458e-01, eta: 20:06:42, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.4423, top5_acc: 0.6888, loss_cls: 2.4735, loss: 2.4735, grad_norm: 1.5815 2020-08-18 18:39:48,610 - mmaction - INFO - Epoch [173][420/627] lr: 1.458e-01, eta: 20:06:14, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4449, top5_acc: 0.6911, loss_cls: 2.4570, loss: 2.4570, grad_norm: 1.5846 2020-08-18 18:40:17,271 - mmaction - INFO - Epoch [173][440/627] lr: 1.458e-01, eta: 20:05:47, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.4432, top5_acc: 0.6844, loss_cls: 2.4760, loss: 2.4760, grad_norm: 1.6162 2020-08-18 18:40:45,683 - mmaction - INFO - Epoch [173][460/627] lr: 1.458e-01, eta: 20:05:20, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4427, top5_acc: 0.6857, loss_cls: 2.4649, loss: 2.4649, grad_norm: 1.6043 2020-08-18 18:41:12,643 - mmaction - INFO - Epoch [173][480/627] lr: 1.458e-01, eta: 20:04:52, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.4441, top5_acc: 0.6891, loss_cls: 2.4629, loss: 2.4629, grad_norm: 1.5840 2020-08-18 18:41:40,974 - mmaction - INFO - Epoch [173][500/627] lr: 1.458e-01, eta: 20:04:24, time: 1.419, data_time: 0.007, memory: 8470, top1_acc: 0.4365, top5_acc: 0.6853, loss_cls: 2.4797, loss: 2.4797, grad_norm: 1.5965 2020-08-18 18:42:09,612 - mmaction - INFO - Epoch [173][520/627] lr: 1.458e-01, eta: 20:03:57, time: 1.431, data_time: 0.007, memory: 8470, top1_acc: 0.4531, top5_acc: 0.6944, loss_cls: 2.4294, loss: 2.4294, grad_norm: 1.5926 2020-08-18 18:42:36,735 - mmaction - INFO - Epoch [173][540/627] lr: 1.458e-01, eta: 20:03:29, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.4395, top5_acc: 0.6802, loss_cls: 2.5009, loss: 2.5009, grad_norm: 1.5649 2020-08-18 18:43:04,157 - mmaction - INFO - Epoch [173][560/627] lr: 1.458e-01, eta: 20:03:01, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6799, loss_cls: 2.4781, loss: 2.4781, grad_norm: 1.5869 2020-08-18 18:43:32,248 - mmaction - INFO - Epoch [173][580/627] lr: 1.458e-01, eta: 20:02:34, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6866, loss_cls: 2.4803, loss: 2.4803, grad_norm: 1.5925 2020-08-18 18:44:00,739 - mmaction - INFO - Epoch [173][600/627] lr: 1.458e-01, eta: 20:02:06, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4393, top5_acc: 0.6884, loss_cls: 2.4891, loss: 2.4891, grad_norm: 1.5991 2020-08-18 18:44:28,472 - mmaction - INFO - Epoch [173][620/627] lr: 1.458e-01, eta: 20:01:39, time: 1.387, data_time: 0.002, memory: 8470, top1_acc: 0.4411, top5_acc: 0.6826, loss_cls: 2.4986, loss: 2.4986, grad_norm: 1.6014 2020-08-18 18:45:08,837 - mmaction - INFO - Epoch [174][20/627] lr: 1.426e-01, eta: 20:00:59, time: 1.581, data_time: 0.381, memory: 8470, top1_acc: 0.4477, top5_acc: 0.6902, loss_cls: 2.4479, loss: 2.4479, grad_norm: 1.6058 2020-08-18 18:45:36,094 - mmaction - INFO - Epoch [174][40/627] lr: 1.426e-01, eta: 20:00:31, time: 1.363, data_time: 0.002, memory: 8470, top1_acc: 0.4517, top5_acc: 0.6868, loss_cls: 2.4492, loss: 2.4492, grad_norm: 1.5760 2020-08-18 18:46:03,789 - mmaction - INFO - Epoch [174][60/627] lr: 1.426e-01, eta: 20:00:03, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4346, top5_acc: 0.6832, loss_cls: 2.4934, loss: 2.4934, grad_norm: 1.5852 2020-08-18 18:46:32,236 - mmaction - INFO - Epoch [174][80/627] lr: 1.426e-01, eta: 19:59:36, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.4497, top5_acc: 0.6896, loss_cls: 2.4395, loss: 2.4395, grad_norm: 1.5589 2020-08-18 18:47:00,377 - mmaction - INFO - Epoch [174][100/627] lr: 1.426e-01, eta: 19:59:08, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4643, top5_acc: 0.7007, loss_cls: 2.3936, loss: 2.3936, grad_norm: 1.5743 2020-08-18 18:47:29,449 - mmaction - INFO - Epoch [174][120/627] lr: 1.426e-01, eta: 19:58:41, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.4478, top5_acc: 0.6966, loss_cls: 2.4248, loss: 2.4248, grad_norm: 1.6090 2020-08-18 18:47:57,656 - mmaction - INFO - Epoch [174][140/627] lr: 1.426e-01, eta: 19:58:14, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.4478, top5_acc: 0.6914, loss_cls: 2.4634, loss: 2.4634, grad_norm: 1.5936 2020-08-18 18:48:25,632 - mmaction - INFO - Epoch [174][160/627] lr: 1.426e-01, eta: 19:57:46, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4414, top5_acc: 0.6897, loss_cls: 2.4546, loss: 2.4546, grad_norm: 1.5800 2020-08-18 18:48:53,228 - mmaction - INFO - Epoch [174][180/627] lr: 1.426e-01, eta: 19:57:18, time: 1.379, data_time: 0.002, memory: 8470, top1_acc: 0.4495, top5_acc: 0.6932, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.5917 2020-08-18 18:49:21,949 - mmaction - INFO - Epoch [174][200/627] lr: 1.426e-01, eta: 19:56:51, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.4525, top5_acc: 0.6938, loss_cls: 2.4366, loss: 2.4366, grad_norm: 1.5959 2020-08-18 18:49:50,014 - mmaction - INFO - Epoch [174][220/627] lr: 1.426e-01, eta: 19:56:23, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.4427, top5_acc: 0.6911, loss_cls: 2.4780, loss: 2.4780, grad_norm: 1.6009 2020-08-18 18:50:18,250 - mmaction - INFO - Epoch [174][240/627] lr: 1.426e-01, eta: 19:55:56, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.4484, top5_acc: 0.6855, loss_cls: 2.4668, loss: 2.4668, grad_norm: 1.6052 2020-08-18 18:50:45,752 - mmaction - INFO - Epoch [174][260/627] lr: 1.426e-01, eta: 19:55:28, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4461, top5_acc: 0.7004, loss_cls: 2.4248, loss: 2.4248, grad_norm: 1.5705 2020-08-18 18:51:14,999 - mmaction - INFO - Epoch [174][280/627] lr: 1.426e-01, eta: 19:55:01, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6902, loss_cls: 2.4580, loss: 2.4580, grad_norm: 1.6004 2020-08-18 18:51:41,453 - mmaction - INFO - Epoch [174][300/627] lr: 1.426e-01, eta: 19:54:33, time: 1.325, data_time: 0.007, memory: 8470, top1_acc: 0.4475, top5_acc: 0.6941, loss_cls: 2.4356, loss: 2.4356, grad_norm: 1.6072 2020-08-18 18:52:09,036 - mmaction - INFO - Epoch [174][320/627] lr: 1.426e-01, eta: 19:54:05, time: 1.380, data_time: 0.002, memory: 8470, top1_acc: 0.4496, top5_acc: 0.6883, loss_cls: 2.4384, loss: 2.4384, grad_norm: 1.5944 2020-08-18 18:52:36,615 - mmaction - INFO - Epoch [174][340/627] lr: 1.426e-01, eta: 19:53:37, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.4523, top5_acc: 0.6918, loss_cls: 2.4556, loss: 2.4556, grad_norm: 1.5953 2020-08-18 18:53:03,998 - mmaction - INFO - Epoch [174][360/627] lr: 1.426e-01, eta: 19:53:10, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.4508, top5_acc: 0.6888, loss_cls: 2.4480, loss: 2.4480, grad_norm: 1.5979 2020-08-18 18:53:32,649 - mmaction - INFO - Epoch [174][380/627] lr: 1.426e-01, eta: 19:52:42, time: 1.432, data_time: 0.002, memory: 8470, top1_acc: 0.4564, top5_acc: 0.6944, loss_cls: 2.4272, loss: 2.4272, grad_norm: 1.5820 2020-08-18 18:54:00,319 - mmaction - INFO - Epoch [174][400/627] lr: 1.426e-01, eta: 19:52:15, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4471, top5_acc: 0.6948, loss_cls: 2.4589, loss: 2.4589, grad_norm: 1.5800 2020-08-18 18:54:29,667 - mmaction - INFO - Epoch [174][420/627] lr: 1.426e-01, eta: 19:51:48, time: 1.465, data_time: 0.003, memory: 8470, top1_acc: 0.4569, top5_acc: 0.7017, loss_cls: 2.4191, loss: 2.4191, grad_norm: 1.6132 2020-08-18 18:54:57,628 - mmaction - INFO - Epoch [174][440/627] lr: 1.426e-01, eta: 19:51:20, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4522, top5_acc: 0.6905, loss_cls: 2.4411, loss: 2.4411, grad_norm: 1.5898 2020-08-18 18:55:24,681 - mmaction - INFO - Epoch [174][460/627] lr: 1.426e-01, eta: 19:50:52, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.4521, top5_acc: 0.6935, loss_cls: 2.4389, loss: 2.4389, grad_norm: 1.6005 2020-08-18 18:55:52,341 - mmaction - INFO - Epoch [174][480/627] lr: 1.426e-01, eta: 19:50:24, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.4352, top5_acc: 0.6857, loss_cls: 2.4667, loss: 2.4667, grad_norm: 1.6079 2020-08-18 18:56:21,213 - mmaction - INFO - Epoch [174][500/627] lr: 1.426e-01, eta: 19:49:57, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.4569, top5_acc: 0.6949, loss_cls: 2.4327, loss: 2.4327, grad_norm: 1.5702 2020-08-18 18:56:48,888 - mmaction - INFO - Epoch [174][520/627] lr: 1.426e-01, eta: 19:49:29, time: 1.384, data_time: 0.002, memory: 8470, top1_acc: 0.4467, top5_acc: 0.6895, loss_cls: 2.4807, loss: 2.4807, grad_norm: 1.5995 2020-08-18 18:57:16,034 - mmaction - INFO - Epoch [174][540/627] lr: 1.426e-01, eta: 19:49:02, time: 1.356, data_time: 0.004, memory: 8470, top1_acc: 0.4460, top5_acc: 0.6898, loss_cls: 2.4561, loss: 2.4561, grad_norm: 1.6160 2020-08-18 18:57:45,621 - mmaction - INFO - Epoch [174][560/627] lr: 1.426e-01, eta: 19:48:35, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.4424, top5_acc: 0.6814, loss_cls: 2.4848, loss: 2.4848, grad_norm: 1.6067 2020-08-18 18:58:13,701 - mmaction - INFO - Epoch [174][580/627] lr: 1.426e-01, eta: 19:48:07, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4470, top5_acc: 0.6889, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.6024 2020-08-18 18:58:41,142 - mmaction - INFO - Epoch [174][600/627] lr: 1.426e-01, eta: 19:47:39, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6880, loss_cls: 2.4522, loss: 2.4522, grad_norm: 1.6074 2020-08-18 18:59:08,995 - mmaction - INFO - Epoch [174][620/627] lr: 1.426e-01, eta: 19:47:12, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.4447, top5_acc: 0.6828, loss_cls: 2.4686, loss: 2.4686, grad_norm: 1.6293 2020-08-18 18:59:50,777 - mmaction - INFO - Epoch [175][20/627] lr: 1.395e-01, eta: 19:46:32, time: 1.620, data_time: 0.408, memory: 8470, top1_acc: 0.4426, top5_acc: 0.6921, loss_cls: 2.4615, loss: 2.4615, grad_norm: 1.5886 2020-08-18 19:00:21,960 - mmaction - INFO - Epoch [175][40/627] lr: 1.395e-01, eta: 19:46:06, time: 1.551, data_time: 0.007, memory: 8470, top1_acc: 0.4570, top5_acc: 0.6926, loss_cls: 2.4197, loss: 2.4197, grad_norm: 1.5785 2020-08-18 19:00:48,657 - mmaction - INFO - Epoch [175][60/627] lr: 1.395e-01, eta: 19:45:38, time: 1.345, data_time: 0.025, memory: 8470, top1_acc: 0.4490, top5_acc: 0.6924, loss_cls: 2.4255, loss: 2.4255, grad_norm: 1.5879 2020-08-18 19:01:17,639 - mmaction - INFO - Epoch [175][80/627] lr: 1.395e-01, eta: 19:45:11, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.4570, top5_acc: 0.6999, loss_cls: 2.4078, loss: 2.4078, grad_norm: 1.5883 2020-08-18 19:01:44,242 - mmaction - INFO - Epoch [175][100/627] lr: 1.395e-01, eta: 19:44:42, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.4454, top5_acc: 0.6906, loss_cls: 2.4556, loss: 2.4556, grad_norm: 1.6216 2020-08-18 19:02:12,451 - mmaction - INFO - Epoch [175][120/627] lr: 1.395e-01, eta: 19:44:15, time: 1.411, data_time: 0.003, memory: 8470, top1_acc: 0.4629, top5_acc: 0.7029, loss_cls: 2.3878, loss: 2.3878, grad_norm: 1.5875 2020-08-18 19:02:40,675 - mmaction - INFO - Epoch [175][140/627] lr: 1.395e-01, eta: 19:43:47, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4594, top5_acc: 0.7044, loss_cls: 2.4123, loss: 2.4123, grad_norm: 1.6197 2020-08-18 19:03:08,422 - mmaction - INFO - Epoch [175][160/627] lr: 1.395e-01, eta: 19:43:20, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.4440, top5_acc: 0.6923, loss_cls: 2.4474, loss: 2.4474, grad_norm: 1.6264 2020-08-18 19:03:35,599 - mmaction - INFO - Epoch [175][180/627] lr: 1.395e-01, eta: 19:42:52, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.4474, top5_acc: 0.6844, loss_cls: 2.4460, loss: 2.4460, grad_norm: 1.6244 2020-08-18 19:04:03,041 - mmaction - INFO - Epoch [175][200/627] lr: 1.395e-01, eta: 19:42:24, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.4539, top5_acc: 0.6936, loss_cls: 2.4403, loss: 2.4403, grad_norm: 1.6014 2020-08-18 19:04:30,681 - mmaction - INFO - Epoch [175][220/627] lr: 1.395e-01, eta: 19:41:56, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4591, top5_acc: 0.6898, loss_cls: 2.4418, loss: 2.4418, grad_norm: 1.5985 2020-08-18 19:04:58,559 - mmaction - INFO - Epoch [175][240/627] lr: 1.395e-01, eta: 19:41:29, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.4540, top5_acc: 0.6960, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.6110 2020-08-18 19:05:26,096 - mmaction - INFO - Epoch [175][260/627] lr: 1.395e-01, eta: 19:41:01, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.4421, top5_acc: 0.6845, loss_cls: 2.4965, loss: 2.4965, grad_norm: 1.6268 2020-08-18 19:05:53,587 - mmaction - INFO - Epoch [175][280/627] lr: 1.395e-01, eta: 19:40:33, time: 1.373, data_time: 0.007, memory: 8470, top1_acc: 0.4474, top5_acc: 0.6911, loss_cls: 2.4620, loss: 2.4620, grad_norm: 1.5839 2020-08-18 19:06:21,453 - mmaction - INFO - Epoch [175][300/627] lr: 1.395e-01, eta: 19:40:05, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.4599, top5_acc: 0.6932, loss_cls: 2.4269, loss: 2.4269, grad_norm: 1.5918 2020-08-18 19:06:48,490 - mmaction - INFO - Epoch [175][320/627] lr: 1.395e-01, eta: 19:39:37, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.4445, top5_acc: 0.6845, loss_cls: 2.4625, loss: 2.4625, grad_norm: 1.6189 2020-08-18 19:07:15,763 - mmaction - INFO - Epoch [175][340/627] lr: 1.395e-01, eta: 19:39:09, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.4501, top5_acc: 0.6945, loss_cls: 2.4150, loss: 2.4150, grad_norm: 1.5936 2020-08-18 19:07:42,881 - mmaction - INFO - Epoch [175][360/627] lr: 1.395e-01, eta: 19:38:41, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.4486, top5_acc: 0.6888, loss_cls: 2.4456, loss: 2.4456, grad_norm: 1.6295 2020-08-18 19:08:12,161 - mmaction - INFO - Epoch [175][380/627] lr: 1.395e-01, eta: 19:38:15, time: 1.467, data_time: 0.007, memory: 8470, top1_acc: 0.4566, top5_acc: 0.6944, loss_cls: 2.4047, loss: 2.4047, grad_norm: 1.6252 2020-08-18 19:08:40,616 - mmaction - INFO - Epoch [175][400/627] lr: 1.395e-01, eta: 19:37:47, time: 1.421, data_time: 0.004, memory: 8470, top1_acc: 0.4451, top5_acc: 0.6889, loss_cls: 2.4696, loss: 2.4696, grad_norm: 1.6405 2020-08-18 19:09:08,017 - mmaction - INFO - Epoch [175][420/627] lr: 1.395e-01, eta: 19:37:19, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4615, top5_acc: 0.6986, loss_cls: 2.4036, loss: 2.4036, grad_norm: 1.6057 2020-08-18 19:09:36,492 - mmaction - INFO - Epoch [175][440/627] lr: 1.395e-01, eta: 19:36:52, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.4401, top5_acc: 0.6839, loss_cls: 2.4791, loss: 2.4791, grad_norm: 1.6092 2020-08-18 19:10:03,775 - mmaction - INFO - Epoch [175][460/627] lr: 1.395e-01, eta: 19:36:24, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4465, top5_acc: 0.6888, loss_cls: 2.4395, loss: 2.4395, grad_norm: 1.6320 2020-08-18 19:10:31,369 - mmaction - INFO - Epoch [175][480/627] lr: 1.395e-01, eta: 19:35:56, time: 1.379, data_time: 0.002, memory: 8470, top1_acc: 0.4371, top5_acc: 0.6794, loss_cls: 2.5046, loss: 2.5046, grad_norm: 1.6342 2020-08-18 19:10:58,263 - mmaction - INFO - Epoch [175][500/627] lr: 1.395e-01, eta: 19:35:28, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4605, top5_acc: 0.7007, loss_cls: 2.3950, loss: 2.3950, grad_norm: 1.6135 2020-08-18 19:11:26,515 - mmaction - INFO - Epoch [175][520/627] lr: 1.395e-01, eta: 19:35:01, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6872, loss_cls: 2.4511, loss: 2.4511, grad_norm: 1.5952 2020-08-18 19:11:54,442 - mmaction - INFO - Epoch [175][540/627] lr: 1.395e-01, eta: 19:34:33, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4512, top5_acc: 0.6857, loss_cls: 2.4593, loss: 2.4593, grad_norm: 1.6166 2020-08-18 19:12:22,657 - mmaction - INFO - Epoch [175][560/627] lr: 1.395e-01, eta: 19:34:06, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6915, loss_cls: 2.4515, loss: 2.4515, grad_norm: 1.6328 2020-08-18 19:12:50,635 - mmaction - INFO - Epoch [175][580/627] lr: 1.395e-01, eta: 19:33:38, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4510, top5_acc: 0.6915, loss_cls: 2.4616, loss: 2.4616, grad_norm: 1.6016 2020-08-18 19:13:18,316 - mmaction - INFO - Epoch [175][600/627] lr: 1.395e-01, eta: 19:33:10, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.4672, top5_acc: 0.6953, loss_cls: 2.3919, loss: 2.3919, grad_norm: 1.5939 2020-08-18 19:13:46,292 - mmaction - INFO - Epoch [175][620/627] lr: 1.395e-01, eta: 19:32:43, time: 1.402, data_time: 0.007, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6853, loss_cls: 2.4710, loss: 2.4710, grad_norm: 1.5972 2020-08-18 19:14:30,388 - mmaction - INFO - Epoch [176][20/627] lr: 1.364e-01, eta: 19:32:05, time: 1.775, data_time: 0.653, memory: 8470, top1_acc: 0.4493, top5_acc: 0.6857, loss_cls: 2.4473, loss: 2.4473, grad_norm: 1.5946 2020-08-18 19:14:57,503 - mmaction - INFO - Epoch [176][40/627] lr: 1.364e-01, eta: 19:31:37, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.4587, top5_acc: 0.6940, loss_cls: 2.4089, loss: 2.4089, grad_norm: 1.6152 2020-08-18 19:15:24,259 - mmaction - INFO - Epoch [176][60/627] lr: 1.364e-01, eta: 19:31:08, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.4546, top5_acc: 0.7026, loss_cls: 2.4020, loss: 2.4020, grad_norm: 1.6213 2020-08-18 19:15:52,497 - mmaction - INFO - Epoch [176][80/627] lr: 1.364e-01, eta: 19:30:41, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4487, top5_acc: 0.6957, loss_cls: 2.4314, loss: 2.4314, grad_norm: 1.6221 2020-08-18 19:16:19,035 - mmaction - INFO - Epoch [176][100/627] lr: 1.364e-01, eta: 19:30:13, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.4617, top5_acc: 0.7021, loss_cls: 2.3995, loss: 2.3995, grad_norm: 1.5746 2020-08-18 19:16:46,372 - mmaction - INFO - Epoch [176][120/627] lr: 1.364e-01, eta: 19:29:45, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4565, top5_acc: 0.6926, loss_cls: 2.4185, loss: 2.4185, grad_norm: 1.6323 2020-08-18 19:17:14,206 - mmaction - INFO - Epoch [176][140/627] lr: 1.364e-01, eta: 19:29:17, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4376, loss: 2.4376, grad_norm: 1.6132 2020-08-18 19:17:41,867 - mmaction - INFO - Epoch [176][160/627] lr: 1.364e-01, eta: 19:28:50, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.4565, top5_acc: 0.6891, loss_cls: 2.4461, loss: 2.4461, grad_norm: 1.6121 2020-08-18 19:18:10,337 - mmaction - INFO - Epoch [176][180/627] lr: 1.364e-01, eta: 19:28:22, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4559, top5_acc: 0.7008, loss_cls: 2.3956, loss: 2.3956, grad_norm: 1.6320 2020-08-18 19:18:37,537 - mmaction - INFO - Epoch [176][200/627] lr: 1.364e-01, eta: 19:27:54, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.4586, top5_acc: 0.6923, loss_cls: 2.4274, loss: 2.4274, grad_norm: 1.6102 2020-08-18 19:19:05,570 - mmaction - INFO - Epoch [176][220/627] lr: 1.364e-01, eta: 19:27:27, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4598, top5_acc: 0.7020, loss_cls: 2.3756, loss: 2.3756, grad_norm: 1.6361 2020-08-18 19:19:32,614 - mmaction - INFO - Epoch [176][240/627] lr: 1.364e-01, eta: 19:26:59, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.4574, top5_acc: 0.6909, loss_cls: 2.4129, loss: 2.4129, grad_norm: 1.6272 2020-08-18 19:20:00,443 - mmaction - INFO - Epoch [176][260/627] lr: 1.364e-01, eta: 19:26:31, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4544, top5_acc: 0.6986, loss_cls: 2.4173, loss: 2.4173, grad_norm: 1.6256 2020-08-18 19:20:28,251 - mmaction - INFO - Epoch [176][280/627] lr: 1.364e-01, eta: 19:26:03, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4467, top5_acc: 0.6861, loss_cls: 2.4777, loss: 2.4777, grad_norm: 1.5979 2020-08-18 19:20:55,613 - mmaction - INFO - Epoch [176][300/627] lr: 1.364e-01, eta: 19:25:35, time: 1.368, data_time: 0.008, memory: 8470, top1_acc: 0.4557, top5_acc: 0.7012, loss_cls: 2.4033, loss: 2.4033, grad_norm: 1.6081 2020-08-18 19:21:22,468 - mmaction - INFO - Epoch [176][320/627] lr: 1.364e-01, eta: 19:25:07, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.4444, top5_acc: 0.6875, loss_cls: 2.4406, loss: 2.4406, grad_norm: 1.6156 2020-08-18 19:21:49,923 - mmaction - INFO - Epoch [176][340/627] lr: 1.364e-01, eta: 19:24:40, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.4495, top5_acc: 0.6883, loss_cls: 2.4423, loss: 2.4423, grad_norm: 1.6294 2020-08-18 19:22:17,850 - mmaction - INFO - Epoch [176][360/627] lr: 1.364e-01, eta: 19:24:12, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4611, top5_acc: 0.6984, loss_cls: 2.3953, loss: 2.3953, grad_norm: 1.6251 2020-08-18 19:22:45,686 - mmaction - INFO - Epoch [176][380/627] lr: 1.364e-01, eta: 19:23:44, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4499, top5_acc: 0.6891, loss_cls: 2.4472, loss: 2.4472, grad_norm: 1.6403 2020-08-18 19:23:13,574 - mmaction - INFO - Epoch [176][400/627] lr: 1.364e-01, eta: 19:23:17, time: 1.393, data_time: 0.004, memory: 8470, top1_acc: 0.4404, top5_acc: 0.6871, loss_cls: 2.4779, loss: 2.4779, grad_norm: 1.6436 2020-08-18 19:23:41,307 - mmaction - INFO - Epoch [176][420/627] lr: 1.364e-01, eta: 19:22:49, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.4517, top5_acc: 0.6995, loss_cls: 2.4047, loss: 2.4047, grad_norm: 1.6041 2020-08-18 19:24:08,884 - mmaction - INFO - Epoch [176][440/627] lr: 1.364e-01, eta: 19:22:21, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4388, top5_acc: 0.6883, loss_cls: 2.4665, loss: 2.4665, grad_norm: 1.6393 2020-08-18 19:24:36,768 - mmaction - INFO - Epoch [176][460/627] lr: 1.364e-01, eta: 19:21:54, time: 1.392, data_time: 0.004, memory: 8470, top1_acc: 0.4465, top5_acc: 0.6902, loss_cls: 2.4616, loss: 2.4616, grad_norm: 1.6360 2020-08-18 19:25:03,808 - mmaction - INFO - Epoch [176][480/627] lr: 1.364e-01, eta: 19:21:26, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.4556, top5_acc: 0.6964, loss_cls: 2.4306, loss: 2.4306, grad_norm: 1.6197 2020-08-18 19:25:31,219 - mmaction - INFO - Epoch [176][500/627] lr: 1.364e-01, eta: 19:20:58, time: 1.370, data_time: 0.002, memory: 8470, top1_acc: 0.4576, top5_acc: 0.6970, loss_cls: 2.4185, loss: 2.4185, grad_norm: 1.6158 2020-08-18 19:25:58,636 - mmaction - INFO - Epoch [176][520/627] lr: 1.364e-01, eta: 19:20:30, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.4518, top5_acc: 0.6960, loss_cls: 2.4348, loss: 2.4348, grad_norm: 1.6279 2020-08-18 19:26:25,914 - mmaction - INFO - Epoch [176][540/627] lr: 1.364e-01, eta: 19:20:02, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6949, loss_cls: 2.4297, loss: 2.4297, grad_norm: 1.6080 2020-08-18 19:26:53,822 - mmaction - INFO - Epoch [176][560/627] lr: 1.364e-01, eta: 19:19:34, time: 1.397, data_time: 0.003, memory: 8470, top1_acc: 0.4521, top5_acc: 0.6924, loss_cls: 2.4386, loss: 2.4386, grad_norm: 1.6607 2020-08-18 19:27:20,647 - mmaction - INFO - Epoch [176][580/627] lr: 1.364e-01, eta: 19:19:06, time: 1.339, data_time: 0.004, memory: 8470, top1_acc: 0.4488, top5_acc: 0.6941, loss_cls: 2.4311, loss: 2.4311, grad_norm: 1.6056 2020-08-18 19:27:47,956 - mmaction - INFO - Epoch [176][600/627] lr: 1.364e-01, eta: 19:18:38, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.4473, top5_acc: 0.6884, loss_cls: 2.4614, loss: 2.4614, grad_norm: 1.6315 2020-08-18 19:28:16,222 - mmaction - INFO - Epoch [176][620/627] lr: 1.364e-01, eta: 19:18:11, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4542, top5_acc: 0.6977, loss_cls: 2.4392, loss: 2.4392, grad_norm: 1.6098 2020-08-18 19:28:24,611 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-08-18 19:28:56,507 - mmaction - INFO - Epoch [177][20/627] lr: 1.333e-01, eta: 19:17:30, time: 1.526, data_time: 0.348, memory: 8470, top1_acc: 0.4546, top5_acc: 0.6940, loss_cls: 2.4286, loss: 2.4286, grad_norm: 1.6376 2020-08-18 19:29:24,015 - mmaction - INFO - Epoch [177][40/627] lr: 1.333e-01, eta: 19:17:03, time: 1.374, data_time: 0.002, memory: 8470, top1_acc: 0.4577, top5_acc: 0.6995, loss_cls: 2.3914, loss: 2.3914, grad_norm: 1.6398 2020-08-18 19:29:52,062 - mmaction - INFO - Epoch [177][60/627] lr: 1.333e-01, eta: 19:16:35, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4547, top5_acc: 0.6944, loss_cls: 2.4311, loss: 2.4311, grad_norm: 1.6534 2020-08-18 19:30:19,402 - mmaction - INFO - Epoch [177][80/627] lr: 1.333e-01, eta: 19:16:07, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.4549, top5_acc: 0.6974, loss_cls: 2.4001, loss: 2.4001, grad_norm: 1.6176 2020-08-18 19:30:46,997 - mmaction - INFO - Epoch [177][100/627] lr: 1.333e-01, eta: 19:15:40, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4621, top5_acc: 0.6991, loss_cls: 2.3913, loss: 2.3913, grad_norm: 1.6316 2020-08-18 19:31:14,759 - mmaction - INFO - Epoch [177][120/627] lr: 1.333e-01, eta: 19:15:12, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4641, top5_acc: 0.7046, loss_cls: 2.3571, loss: 2.3571, grad_norm: 1.6214 2020-08-18 19:31:42,911 - mmaction - INFO - Epoch [177][140/627] lr: 1.333e-01, eta: 19:14:44, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4746, top5_acc: 0.6993, loss_cls: 2.3576, loss: 2.3576, grad_norm: 1.6182 2020-08-18 19:32:11,610 - mmaction - INFO - Epoch [177][160/627] lr: 1.333e-01, eta: 19:14:17, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.4574, top5_acc: 0.6947, loss_cls: 2.4244, loss: 2.4244, grad_norm: 1.6537 2020-08-18 19:32:38,926 - mmaction - INFO - Epoch [177][180/627] lr: 1.333e-01, eta: 19:13:49, time: 1.365, data_time: 0.003, memory: 8470, top1_acc: 0.4687, top5_acc: 0.7026, loss_cls: 2.3698, loss: 2.3698, grad_norm: 1.6178 2020-08-18 19:33:06,069 - mmaction - INFO - Epoch [177][200/627] lr: 1.333e-01, eta: 19:13:21, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4553, top5_acc: 0.7007, loss_cls: 2.3960, loss: 2.3960, grad_norm: 1.6623 2020-08-18 19:33:34,051 - mmaction - INFO - Epoch [177][220/627] lr: 1.333e-01, eta: 19:12:54, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4552, top5_acc: 0.6977, loss_cls: 2.4036, loss: 2.4036, grad_norm: 1.6191 2020-08-18 19:34:03,198 - mmaction - INFO - Epoch [177][240/627] lr: 1.333e-01, eta: 19:12:27, time: 1.458, data_time: 0.005, memory: 8470, top1_acc: 0.4589, top5_acc: 0.7001, loss_cls: 2.4086, loss: 2.4086, grad_norm: 1.6598 2020-08-18 19:34:30,592 - mmaction - INFO - Epoch [177][260/627] lr: 1.333e-01, eta: 19:11:59, time: 1.369, data_time: 0.007, memory: 8470, top1_acc: 0.4508, top5_acc: 0.6954, loss_cls: 2.4108, loss: 2.4108, grad_norm: 1.6605 2020-08-18 19:34:57,185 - mmaction - INFO - Epoch [177][280/627] lr: 1.333e-01, eta: 19:11:31, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.4510, top5_acc: 0.6930, loss_cls: 2.4432, loss: 2.4432, grad_norm: 1.6390 2020-08-18 19:35:25,904 - mmaction - INFO - Epoch [177][300/627] lr: 1.333e-01, eta: 19:11:03, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.4517, top5_acc: 0.6979, loss_cls: 2.4143, loss: 2.4143, grad_norm: 1.6525 2020-08-18 19:35:53,168 - mmaction - INFO - Epoch [177][320/627] lr: 1.333e-01, eta: 19:10:35, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.4505, top5_acc: 0.6866, loss_cls: 2.4383, loss: 2.4383, grad_norm: 1.6514 2020-08-18 19:36:20,476 - mmaction - INFO - Epoch [177][340/627] lr: 1.333e-01, eta: 19:10:08, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4591, top5_acc: 0.6969, loss_cls: 2.4172, loss: 2.4172, grad_norm: 1.6280 2020-08-18 19:36:48,656 - mmaction - INFO - Epoch [177][360/627] lr: 1.333e-01, eta: 19:09:40, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4581, top5_acc: 0.6979, loss_cls: 2.4119, loss: 2.4119, grad_norm: 1.6228 2020-08-18 19:37:16,621 - mmaction - INFO - Epoch [177][380/627] lr: 1.333e-01, eta: 19:09:12, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6852, loss_cls: 2.4458, loss: 2.4458, grad_norm: 1.6573 2020-08-18 19:37:44,353 - mmaction - INFO - Epoch [177][400/627] lr: 1.333e-01, eta: 19:08:45, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4617, top5_acc: 0.7004, loss_cls: 2.3992, loss: 2.3992, grad_norm: 1.6188 2020-08-18 19:38:11,137 - mmaction - INFO - Epoch [177][420/627] lr: 1.333e-01, eta: 19:08:17, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.4461, top5_acc: 0.6939, loss_cls: 2.4373, loss: 2.4373, grad_norm: 1.6796 2020-08-18 19:38:38,555 - mmaction - INFO - Epoch [177][440/627] lr: 1.333e-01, eta: 19:07:49, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4559, top5_acc: 0.6970, loss_cls: 2.4238, loss: 2.4238, grad_norm: 1.6399 2020-08-18 19:39:06,275 - mmaction - INFO - Epoch [177][460/627] lr: 1.333e-01, eta: 19:07:21, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.4548, top5_acc: 0.7014, loss_cls: 2.4091, loss: 2.4091, grad_norm: 1.6538 2020-08-18 19:39:34,359 - mmaction - INFO - Epoch [177][480/627] lr: 1.333e-01, eta: 19:06:54, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.4409, top5_acc: 0.6842, loss_cls: 2.4855, loss: 2.4855, grad_norm: 1.6502 2020-08-18 19:40:01,544 - mmaction - INFO - Epoch [177][500/627] lr: 1.333e-01, eta: 19:06:26, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.4478, top5_acc: 0.6973, loss_cls: 2.4384, loss: 2.4384, grad_norm: 1.6240 2020-08-18 19:40:29,208 - mmaction - INFO - Epoch [177][520/627] lr: 1.333e-01, eta: 19:05:58, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4457, top5_acc: 0.6944, loss_cls: 2.4330, loss: 2.4330, grad_norm: 1.6235 2020-08-18 19:40:57,441 - mmaction - INFO - Epoch [177][540/627] lr: 1.333e-01, eta: 19:05:31, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4637, top5_acc: 0.6984, loss_cls: 2.4035, loss: 2.4035, grad_norm: 1.6470 2020-08-18 19:41:24,335 - mmaction - INFO - Epoch [177][560/627] lr: 1.333e-01, eta: 19:05:02, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4590, top5_acc: 0.6915, loss_cls: 2.4274, loss: 2.4274, grad_norm: 1.6326 2020-08-18 19:41:51,543 - mmaction - INFO - Epoch [177][580/627] lr: 1.333e-01, eta: 19:04:35, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.4500, top5_acc: 0.6966, loss_cls: 2.4193, loss: 2.4193, grad_norm: 1.6399 2020-08-18 19:42:18,994 - mmaction - INFO - Epoch [177][600/627] lr: 1.333e-01, eta: 19:04:07, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.4548, top5_acc: 0.6932, loss_cls: 2.4109, loss: 2.4109, grad_norm: 1.6190 2020-08-18 19:42:46,581 - mmaction - INFO - Epoch [177][620/627] lr: 1.333e-01, eta: 19:03:39, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4600, top5_acc: 0.7007, loss_cls: 2.4087, loss: 2.4087, grad_norm: 1.6448 2020-08-18 19:43:28,239 - mmaction - INFO - Epoch [178][20/627] lr: 1.303e-01, eta: 19:03:00, time: 1.644, data_time: 0.373, memory: 8470, top1_acc: 0.4539, top5_acc: 0.6954, loss_cls: 2.4129, loss: 2.4129, grad_norm: 1.6280 2020-08-18 19:43:54,747 - mmaction - INFO - Epoch [178][40/627] lr: 1.303e-01, eta: 19:02:31, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.4669, top5_acc: 0.7023, loss_cls: 2.3529, loss: 2.3529, grad_norm: 1.6245 2020-08-18 19:44:21,724 - mmaction - INFO - Epoch [178][60/627] lr: 1.303e-01, eta: 19:02:03, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.4582, top5_acc: 0.6984, loss_cls: 2.3976, loss: 2.3976, grad_norm: 1.6759 2020-08-18 19:44:49,111 - mmaction - INFO - Epoch [178][80/627] lr: 1.303e-01, eta: 19:01:35, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.4637, top5_acc: 0.7026, loss_cls: 2.3730, loss: 2.3730, grad_norm: 1.6365 2020-08-18 19:45:16,466 - mmaction - INFO - Epoch [178][100/627] lr: 1.303e-01, eta: 19:01:08, time: 1.366, data_time: 0.003, memory: 8470, top1_acc: 0.4681, top5_acc: 0.7134, loss_cls: 2.3421, loss: 2.3421, grad_norm: 1.6456 2020-08-18 19:45:43,755 - mmaction - INFO - Epoch [178][120/627] lr: 1.303e-01, eta: 19:00:40, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.4634, top5_acc: 0.6979, loss_cls: 2.4067, loss: 2.4067, grad_norm: 1.6530 2020-08-18 19:46:11,056 - mmaction - INFO - Epoch [178][140/627] lr: 1.303e-01, eta: 19:00:12, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.4625, top5_acc: 0.7033, loss_cls: 2.3690, loss: 2.3690, grad_norm: 1.6198 2020-08-18 19:46:38,959 - mmaction - INFO - Epoch [178][160/627] lr: 1.303e-01, eta: 18:59:44, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4650, top5_acc: 0.7007, loss_cls: 2.3919, loss: 2.3919, grad_norm: 1.6814 2020-08-18 19:47:07,211 - mmaction - INFO - Epoch [178][180/627] lr: 1.303e-01, eta: 18:59:17, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4565, top5_acc: 0.7003, loss_cls: 2.4058, loss: 2.4058, grad_norm: 1.6676 2020-08-18 19:47:34,772 - mmaction - INFO - Epoch [178][200/627] lr: 1.303e-01, eta: 18:58:49, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.4663, top5_acc: 0.6944, loss_cls: 2.3872, loss: 2.3872, grad_norm: 1.6551 2020-08-18 19:48:03,346 - mmaction - INFO - Epoch [178][220/627] lr: 1.303e-01, eta: 18:58:22, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.4423, top5_acc: 0.6915, loss_cls: 2.4603, loss: 2.4603, grad_norm: 1.6506 2020-08-18 19:48:30,062 - mmaction - INFO - Epoch [178][240/627] lr: 1.303e-01, eta: 18:57:54, time: 1.334, data_time: 0.003, memory: 8470, top1_acc: 0.4546, top5_acc: 0.6931, loss_cls: 2.4192, loss: 2.4192, grad_norm: 1.6635 2020-08-18 19:48:57,491 - mmaction - INFO - Epoch [178][260/627] lr: 1.303e-01, eta: 18:57:26, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4629, top5_acc: 0.7091, loss_cls: 2.3699, loss: 2.3699, grad_norm: 1.6574 2020-08-18 19:49:25,803 - mmaction - INFO - Epoch [178][280/627] lr: 1.303e-01, eta: 18:56:58, time: 1.415, data_time: 0.003, memory: 8470, top1_acc: 0.4458, top5_acc: 0.6888, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.6554 2020-08-18 19:49:52,814 - mmaction - INFO - Epoch [178][300/627] lr: 1.303e-01, eta: 18:56:30, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.4602, top5_acc: 0.6949, loss_cls: 2.4041, loss: 2.4041, grad_norm: 1.6515 2020-08-18 19:50:20,053 - mmaction - INFO - Epoch [178][320/627] lr: 1.303e-01, eta: 18:56:02, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.4509, top5_acc: 0.6941, loss_cls: 2.4199, loss: 2.4199, grad_norm: 1.7020 2020-08-18 19:50:47,883 - mmaction - INFO - Epoch [178][340/627] lr: 1.303e-01, eta: 18:55:35, time: 1.392, data_time: 0.008, memory: 8470, top1_acc: 0.4564, top5_acc: 0.6904, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.6498 2020-08-18 19:51:16,054 - mmaction - INFO - Epoch [178][360/627] lr: 1.303e-01, eta: 18:55:07, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4549, top5_acc: 0.7013, loss_cls: 2.4050, loss: 2.4050, grad_norm: 1.6366 2020-08-18 19:51:43,370 - mmaction - INFO - Epoch [178][380/627] lr: 1.303e-01, eta: 18:54:39, time: 1.366, data_time: 0.002, memory: 8470, top1_acc: 0.4637, top5_acc: 0.7042, loss_cls: 2.3756, loss: 2.3756, grad_norm: 1.6398 2020-08-18 19:52:12,049 - mmaction - INFO - Epoch [178][400/627] lr: 1.303e-01, eta: 18:54:12, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.4559, top5_acc: 0.6974, loss_cls: 2.4252, loss: 2.4252, grad_norm: 1.6223 2020-08-18 19:52:38,779 - mmaction - INFO - Epoch [178][420/627] lr: 1.303e-01, eta: 18:53:44, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.4556, top5_acc: 0.6969, loss_cls: 2.4082, loss: 2.4082, grad_norm: 1.6348 2020-08-18 19:53:06,410 - mmaction - INFO - Epoch [178][440/627] lr: 1.303e-01, eta: 18:53:16, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.4516, top5_acc: 0.6947, loss_cls: 2.4310, loss: 2.4310, grad_norm: 1.6583 2020-08-18 19:53:34,833 - mmaction - INFO - Epoch [178][460/627] lr: 1.303e-01, eta: 18:52:49, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7009, loss_cls: 2.4028, loss: 2.4028, grad_norm: 1.6316 2020-08-18 19:54:03,199 - mmaction - INFO - Epoch [178][480/627] lr: 1.303e-01, eta: 18:52:21, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4504, top5_acc: 0.6961, loss_cls: 2.4322, loss: 2.4322, grad_norm: 1.6554 2020-08-18 19:54:30,411 - mmaction - INFO - Epoch [178][500/627] lr: 1.303e-01, eta: 18:51:54, time: 1.361, data_time: 0.007, memory: 8470, top1_acc: 0.4611, top5_acc: 0.7029, loss_cls: 2.3929, loss: 2.3929, grad_norm: 1.6352 2020-08-18 19:54:58,118 - mmaction - INFO - Epoch [178][520/627] lr: 1.303e-01, eta: 18:51:26, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.4617, top5_acc: 0.7025, loss_cls: 2.3738, loss: 2.3738, grad_norm: 1.6352 2020-08-18 19:55:25,782 - mmaction - INFO - Epoch [178][540/627] lr: 1.303e-01, eta: 18:50:58, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4464, top5_acc: 0.6973, loss_cls: 2.4498, loss: 2.4498, grad_norm: 1.6556 2020-08-18 19:55:53,271 - mmaction - INFO - Epoch [178][560/627] lr: 1.303e-01, eta: 18:50:30, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.4539, top5_acc: 0.7083, loss_cls: 2.3934, loss: 2.3934, grad_norm: 1.6647 2020-08-18 19:56:21,984 - mmaction - INFO - Epoch [178][580/627] lr: 1.303e-01, eta: 18:50:03, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.4414, top5_acc: 0.6862, loss_cls: 2.4700, loss: 2.4700, grad_norm: 1.6481 2020-08-18 19:56:50,302 - mmaction - INFO - Epoch [178][600/627] lr: 1.303e-01, eta: 18:49:36, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7092, loss_cls: 2.3465, loss: 2.3465, grad_norm: 1.6310 2020-08-18 19:57:17,597 - mmaction - INFO - Epoch [178][620/627] lr: 1.303e-01, eta: 18:49:08, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.4654, top5_acc: 0.7059, loss_cls: 2.3964, loss: 2.3964, grad_norm: 1.6681 2020-08-18 19:57:57,529 - mmaction - INFO - Epoch [179][20/627] lr: 1.273e-01, eta: 18:48:28, time: 1.564, data_time: 0.379, memory: 8470, top1_acc: 0.4664, top5_acc: 0.7053, loss_cls: 2.3621, loss: 2.3621, grad_norm: 1.6380 2020-08-18 19:58:24,673 - mmaction - INFO - Epoch [179][40/627] lr: 1.273e-01, eta: 18:48:00, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.4602, top5_acc: 0.6987, loss_cls: 2.3973, loss: 2.3973, grad_norm: 1.6561 2020-08-18 19:58:52,088 - mmaction - INFO - Epoch [179][60/627] lr: 1.273e-01, eta: 18:47:32, time: 1.372, data_time: 0.003, memory: 8470, top1_acc: 0.4741, top5_acc: 0.7092, loss_cls: 2.3303, loss: 2.3303, grad_norm: 1.6548 2020-08-18 19:59:20,425 - mmaction - INFO - Epoch [179][80/627] lr: 1.273e-01, eta: 18:47:04, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.4723, top5_acc: 0.7073, loss_cls: 2.3601, loss: 2.3601, grad_norm: 1.6511 2020-08-18 19:59:47,346 - mmaction - INFO - Epoch [179][100/627] lr: 1.273e-01, eta: 18:46:36, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.4565, top5_acc: 0.6979, loss_cls: 2.4043, loss: 2.4043, grad_norm: 1.6546 2020-08-18 20:00:20,188 - mmaction - INFO - Epoch [179][120/627] lr: 1.273e-01, eta: 18:46:11, time: 1.633, data_time: 0.005, memory: 8470, top1_acc: 0.4544, top5_acc: 0.6997, loss_cls: 2.4063, loss: 2.4063, grad_norm: 1.6620 2020-08-18 20:00:46,392 - mmaction - INFO - Epoch [179][140/627] lr: 1.273e-01, eta: 18:45:43, time: 1.319, data_time: 0.021, memory: 8470, top1_acc: 0.4594, top5_acc: 0.7014, loss_cls: 2.3832, loss: 2.3832, grad_norm: 1.6674 2020-08-18 20:01:13,575 - mmaction - INFO - Epoch [179][160/627] lr: 1.273e-01, eta: 18:45:15, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.4626, top5_acc: 0.7112, loss_cls: 2.3664, loss: 2.3664, grad_norm: 1.6448 2020-08-18 20:01:40,605 - mmaction - INFO - Epoch [179][180/627] lr: 1.273e-01, eta: 18:44:47, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.4664, top5_acc: 0.7010, loss_cls: 2.3636, loss: 2.3636, grad_norm: 1.6855 2020-08-18 20:02:09,246 - mmaction - INFO - Epoch [179][200/627] lr: 1.273e-01, eta: 18:44:19, time: 1.434, data_time: 0.004, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7056, loss_cls: 2.3639, loss: 2.3639, grad_norm: 1.6457 2020-08-18 20:02:36,806 - mmaction - INFO - Epoch [179][220/627] lr: 1.273e-01, eta: 18:43:52, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.4574, top5_acc: 0.6973, loss_cls: 2.4086, loss: 2.4086, grad_norm: 1.6769 2020-08-18 20:03:04,818 - mmaction - INFO - Epoch [179][240/627] lr: 1.273e-01, eta: 18:43:24, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.4607, top5_acc: 0.7001, loss_cls: 2.3978, loss: 2.3978, grad_norm: 1.6643 2020-08-18 20:03:31,703 - mmaction - INFO - Epoch [179][260/627] lr: 1.273e-01, eta: 18:42:56, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.4603, top5_acc: 0.7070, loss_cls: 2.3983, loss: 2.3983, grad_norm: 1.6713 2020-08-18 20:03:58,880 - mmaction - INFO - Epoch [179][280/627] lr: 1.273e-01, eta: 18:42:28, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.4604, top5_acc: 0.6960, loss_cls: 2.3911, loss: 2.3911, grad_norm: 1.6308 2020-08-18 20:04:26,333 - mmaction - INFO - Epoch [179][300/627] lr: 1.273e-01, eta: 18:42:00, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.4595, top5_acc: 0.7003, loss_cls: 2.3978, loss: 2.3978, grad_norm: 1.6485 2020-08-18 20:04:53,785 - mmaction - INFO - Epoch [179][320/627] lr: 1.273e-01, eta: 18:41:33, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.4672, top5_acc: 0.7059, loss_cls: 2.3632, loss: 2.3632, grad_norm: 1.6470 2020-08-18 20:05:21,302 - mmaction - INFO - Epoch [179][340/627] lr: 1.273e-01, eta: 18:41:05, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.4569, top5_acc: 0.7053, loss_cls: 2.3961, loss: 2.3961, grad_norm: 1.6834 2020-08-18 20:05:49,066 - mmaction - INFO - Epoch [179][360/627] lr: 1.273e-01, eta: 18:40:37, time: 1.386, data_time: 0.004, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7007, loss_cls: 2.3710, loss: 2.3710, grad_norm: 1.6578 2020-08-18 20:06:16,334 - mmaction - INFO - Epoch [179][380/627] lr: 1.273e-01, eta: 18:40:09, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7048, loss_cls: 2.3645, loss: 2.3645, grad_norm: 1.6964 2020-08-18 20:06:44,050 - mmaction - INFO - Epoch [179][400/627] lr: 1.273e-01, eta: 18:39:41, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.4592, top5_acc: 0.7005, loss_cls: 2.4000, loss: 2.4000, grad_norm: 1.6597 2020-08-18 20:07:11,269 - mmaction - INFO - Epoch [179][420/627] lr: 1.273e-01, eta: 18:39:14, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4603, top5_acc: 0.6939, loss_cls: 2.4095, loss: 2.4095, grad_norm: 1.6574 2020-08-18 20:07:39,262 - mmaction - INFO - Epoch [179][440/627] lr: 1.273e-01, eta: 18:38:46, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4574, top5_acc: 0.7043, loss_cls: 2.3897, loss: 2.3897, grad_norm: 1.6394 2020-08-18 20:08:07,713 - mmaction - INFO - Epoch [179][460/627] lr: 1.273e-01, eta: 18:38:19, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4548, top5_acc: 0.6999, loss_cls: 2.4077, loss: 2.4077, grad_norm: 1.6744 2020-08-18 20:08:36,113 - mmaction - INFO - Epoch [179][480/627] lr: 1.273e-01, eta: 18:37:51, time: 1.420, data_time: 0.003, memory: 8470, top1_acc: 0.4605, top5_acc: 0.6974, loss_cls: 2.3902, loss: 2.3902, grad_norm: 1.6419 2020-08-18 20:09:02,362 - mmaction - INFO - Epoch [179][500/627] lr: 1.273e-01, eta: 18:37:23, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.4615, top5_acc: 0.6992, loss_cls: 2.4020, loss: 2.4020, grad_norm: 1.6325 2020-08-18 20:09:31,407 - mmaction - INFO - Epoch [179][520/627] lr: 1.273e-01, eta: 18:36:56, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4568, top5_acc: 0.6953, loss_cls: 2.4251, loss: 2.4251, grad_norm: 1.6835 2020-08-18 20:09:58,277 - mmaction - INFO - Epoch [179][540/627] lr: 1.273e-01, eta: 18:36:28, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.4499, top5_acc: 0.6902, loss_cls: 2.4457, loss: 2.4457, grad_norm: 1.6735 2020-08-18 20:10:25,461 - mmaction - INFO - Epoch [179][560/627] lr: 1.273e-01, eta: 18:36:00, time: 1.360, data_time: 0.009, memory: 8470, top1_acc: 0.4542, top5_acc: 0.6974, loss_cls: 2.3816, loss: 2.3816, grad_norm: 1.6801 2020-08-18 20:10:52,873 - mmaction - INFO - Epoch [179][580/627] lr: 1.273e-01, eta: 18:35:32, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.4482, top5_acc: 0.6913, loss_cls: 2.4459, loss: 2.4459, grad_norm: 1.6753 2020-08-18 20:11:20,161 - mmaction - INFO - Epoch [179][600/627] lr: 1.273e-01, eta: 18:35:04, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.4704, top5_acc: 0.6979, loss_cls: 2.3924, loss: 2.3924, grad_norm: 1.6500 2020-08-18 20:11:47,781 - mmaction - INFO - Epoch [179][620/627] lr: 1.273e-01, eta: 18:34:36, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4574, top5_acc: 0.6986, loss_cls: 2.4168, loss: 2.4168, grad_norm: 1.6938 2020-08-18 20:12:31,399 - mmaction - INFO - Epoch [180][20/627] lr: 1.243e-01, eta: 18:33:58, time: 1.746, data_time: 0.583, memory: 8470, top1_acc: 0.4585, top5_acc: 0.6951, loss_cls: 2.4141, loss: 2.4141, grad_norm: 1.6525 2020-08-18 20:12:58,197 - mmaction - INFO - Epoch [180][40/627] lr: 1.243e-01, eta: 18:33:30, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7104, loss_cls: 2.3439, loss: 2.3439, grad_norm: 1.6782 2020-08-18 20:13:24,351 - mmaction - INFO - Epoch [180][60/627] lr: 1.243e-01, eta: 18:33:01, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.4643, top5_acc: 0.7012, loss_cls: 2.3746, loss: 2.3746, grad_norm: 1.7036 2020-08-18 20:13:51,191 - mmaction - INFO - Epoch [180][80/627] lr: 1.243e-01, eta: 18:32:33, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.4605, top5_acc: 0.7056, loss_cls: 2.3713, loss: 2.3713, grad_norm: 1.6738 2020-08-18 20:14:19,439 - mmaction - INFO - Epoch [180][100/627] lr: 1.243e-01, eta: 18:32:06, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4667, top5_acc: 0.6979, loss_cls: 2.3767, loss: 2.3767, grad_norm: 1.6483 2020-08-18 20:14:46,256 - mmaction - INFO - Epoch [180][120/627] lr: 1.243e-01, eta: 18:31:38, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.4655, top5_acc: 0.7057, loss_cls: 2.3522, loss: 2.3522, grad_norm: 1.6564 2020-08-18 20:15:13,945 - mmaction - INFO - Epoch [180][140/627] lr: 1.243e-01, eta: 18:31:10, time: 1.384, data_time: 0.007, memory: 8470, top1_acc: 0.4685, top5_acc: 0.7066, loss_cls: 2.3587, loss: 2.3587, grad_norm: 1.6552 2020-08-18 20:15:42,124 - mmaction - INFO - Epoch [180][160/627] lr: 1.243e-01, eta: 18:30:43, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4603, top5_acc: 0.7031, loss_cls: 2.3863, loss: 2.3863, grad_norm: 1.7013 2020-08-18 20:16:09,525 - mmaction - INFO - Epoch [180][180/627] lr: 1.243e-01, eta: 18:30:15, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4594, top5_acc: 0.7022, loss_cls: 2.3474, loss: 2.3474, grad_norm: 1.6635 2020-08-18 20:16:36,229 - mmaction - INFO - Epoch [180][200/627] lr: 1.243e-01, eta: 18:29:47, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.4710, top5_acc: 0.7056, loss_cls: 2.3652, loss: 2.3652, grad_norm: 1.6739 2020-08-18 20:17:03,348 - mmaction - INFO - Epoch [180][220/627] lr: 1.243e-01, eta: 18:29:19, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3919, loss: 2.3919, grad_norm: 1.6634 2020-08-18 20:17:30,942 - mmaction - INFO - Epoch [180][240/627] lr: 1.243e-01, eta: 18:28:51, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4632, top5_acc: 0.6995, loss_cls: 2.3934, loss: 2.3934, grad_norm: 1.6889 2020-08-18 20:17:57,963 - mmaction - INFO - Epoch [180][260/627] lr: 1.243e-01, eta: 18:28:23, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.4603, top5_acc: 0.6984, loss_cls: 2.4058, loss: 2.4058, grad_norm: 1.6913 2020-08-18 20:18:27,080 - mmaction - INFO - Epoch [180][280/627] lr: 1.243e-01, eta: 18:27:56, time: 1.455, data_time: 0.007, memory: 8470, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.4023, loss: 2.4023, grad_norm: 1.6786 2020-08-18 20:18:53,991 - mmaction - INFO - Epoch [180][300/627] lr: 1.243e-01, eta: 18:27:28, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.4542, top5_acc: 0.6979, loss_cls: 2.4191, loss: 2.4191, grad_norm: 1.6769 2020-08-18 20:19:21,323 - mmaction - INFO - Epoch [180][320/627] lr: 1.243e-01, eta: 18:27:00, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.4592, top5_acc: 0.6997, loss_cls: 2.3907, loss: 2.3907, grad_norm: 1.6729 2020-08-18 20:19:49,598 - mmaction - INFO - Epoch [180][340/627] lr: 1.243e-01, eta: 18:26:33, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.4643, top5_acc: 0.6978, loss_cls: 2.3900, loss: 2.3900, grad_norm: 1.6500 2020-08-18 20:20:16,748 - mmaction - INFO - Epoch [180][360/627] lr: 1.243e-01, eta: 18:26:05, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.4605, top5_acc: 0.7001, loss_cls: 2.3711, loss: 2.3711, grad_norm: 1.6908 2020-08-18 20:20:43,776 - mmaction - INFO - Epoch [180][380/627] lr: 1.243e-01, eta: 18:25:37, time: 1.352, data_time: 0.008, memory: 8470, top1_acc: 0.4678, top5_acc: 0.7023, loss_cls: 2.3701, loss: 2.3701, grad_norm: 1.6567 2020-08-18 20:21:10,654 - mmaction - INFO - Epoch [180][400/627] lr: 1.243e-01, eta: 18:25:09, time: 1.344, data_time: 0.007, memory: 8470, top1_acc: 0.4646, top5_acc: 0.7059, loss_cls: 2.3643, loss: 2.3643, grad_norm: 1.6825 2020-08-18 20:21:37,944 - mmaction - INFO - Epoch [180][420/627] lr: 1.243e-01, eta: 18:24:41, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4496, top5_acc: 0.6956, loss_cls: 2.4241, loss: 2.4241, grad_norm: 1.7110 2020-08-18 20:22:05,673 - mmaction - INFO - Epoch [180][440/627] lr: 1.243e-01, eta: 18:24:13, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.4633, top5_acc: 0.7027, loss_cls: 2.3785, loss: 2.3785, grad_norm: 1.6799 2020-08-18 20:22:33,091 - mmaction - INFO - Epoch [180][460/627] lr: 1.243e-01, eta: 18:23:45, time: 1.370, data_time: 0.004, memory: 8470, top1_acc: 0.4602, top5_acc: 0.7025, loss_cls: 2.3714, loss: 2.3714, grad_norm: 1.6760 2020-08-18 20:22:59,750 - mmaction - INFO - Epoch [180][480/627] lr: 1.243e-01, eta: 18:23:17, time: 1.331, data_time: 0.007, memory: 8470, top1_acc: 0.4535, top5_acc: 0.6917, loss_cls: 2.4081, loss: 2.4081, grad_norm: 1.6728 2020-08-18 20:23:27,008 - mmaction - INFO - Epoch [180][500/627] lr: 1.243e-01, eta: 18:22:49, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.4596, top5_acc: 0.6923, loss_cls: 2.4195, loss: 2.4195, grad_norm: 1.6592 2020-08-18 20:23:54,939 - mmaction - INFO - Epoch [180][520/627] lr: 1.243e-01, eta: 18:22:22, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.4738, top5_acc: 0.7092, loss_cls: 2.3471, loss: 2.3471, grad_norm: 1.6569 2020-08-18 20:24:21,798 - mmaction - INFO - Epoch [180][540/627] lr: 1.243e-01, eta: 18:21:54, time: 1.343, data_time: 0.006, memory: 8470, top1_acc: 0.4582, top5_acc: 0.7007, loss_cls: 2.3928, loss: 2.3928, grad_norm: 1.6610 2020-08-18 20:24:49,155 - mmaction - INFO - Epoch [180][560/627] lr: 1.243e-01, eta: 18:21:26, time: 1.369, data_time: 0.004, memory: 8470, top1_acc: 0.4656, top5_acc: 0.7061, loss_cls: 2.3739, loss: 2.3739, grad_norm: 1.6742 2020-08-18 20:25:15,756 - mmaction - INFO - Epoch [180][580/627] lr: 1.243e-01, eta: 18:20:58, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.4629, top5_acc: 0.7073, loss_cls: 2.3603, loss: 2.3603, grad_norm: 1.6887 2020-08-18 20:25:43,678 - mmaction - INFO - Epoch [180][600/627] lr: 1.243e-01, eta: 18:20:30, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4415, top5_acc: 0.6893, loss_cls: 2.4515, loss: 2.4515, grad_norm: 1.6916 2020-08-18 20:26:10,239 - mmaction - INFO - Epoch [180][620/627] lr: 1.243e-01, eta: 18:20:02, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.4543, top5_acc: 0.6936, loss_cls: 2.4075, loss: 2.4075, grad_norm: 1.6912 2020-08-18 20:26:18,536 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-08-18 20:26:51,198 - mmaction - INFO - Epoch [181][20/627] lr: 1.213e-01, eta: 18:19:21, time: 1.514, data_time: 0.297, memory: 8470, top1_acc: 0.4600, top5_acc: 0.7027, loss_cls: 2.3845, loss: 2.3845, grad_norm: 1.6833 2020-08-18 20:27:18,639 - mmaction - INFO - Epoch [181][40/627] lr: 1.213e-01, eta: 18:18:54, time: 1.372, data_time: 0.002, memory: 8470, top1_acc: 0.4672, top5_acc: 0.7001, loss_cls: 2.3831, loss: 2.3831, grad_norm: 1.6709 2020-08-18 20:27:45,948 - mmaction - INFO - Epoch [181][60/627] lr: 1.213e-01, eta: 18:18:26, time: 1.364, data_time: 0.004, memory: 8470, top1_acc: 0.4685, top5_acc: 0.7109, loss_cls: 2.3445, loss: 2.3445, grad_norm: 1.6868 2020-08-18 20:28:12,554 - mmaction - INFO - Epoch [181][80/627] lr: 1.213e-01, eta: 18:17:58, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.4674, top5_acc: 0.7025, loss_cls: 2.3509, loss: 2.3509, grad_norm: 1.6508 2020-08-18 20:28:40,320 - mmaction - INFO - Epoch [181][100/627] lr: 1.213e-01, eta: 18:17:30, time: 1.388, data_time: 0.004, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7128, loss_cls: 2.3250, loss: 2.3250, grad_norm: 1.6861 2020-08-18 20:29:08,009 - mmaction - INFO - Epoch [181][120/627] lr: 1.213e-01, eta: 18:17:02, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4656, top5_acc: 0.7124, loss_cls: 2.3376, loss: 2.3376, grad_norm: 1.6902 2020-08-18 20:29:35,827 - mmaction - INFO - Epoch [181][140/627] lr: 1.213e-01, eta: 18:16:35, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4521, top5_acc: 0.7014, loss_cls: 2.3925, loss: 2.3925, grad_norm: 1.6746 2020-08-18 20:30:02,187 - mmaction - INFO - Epoch [181][160/627] lr: 1.213e-01, eta: 18:16:06, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.4626, top5_acc: 0.7016, loss_cls: 2.4001, loss: 2.4001, grad_norm: 1.7112 2020-08-18 20:30:29,058 - mmaction - INFO - Epoch [181][180/627] lr: 1.213e-01, eta: 18:15:38, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.4626, top5_acc: 0.7029, loss_cls: 2.3607, loss: 2.3607, grad_norm: 1.6978 2020-08-18 20:30:56,241 - mmaction - INFO - Epoch [181][200/627] lr: 1.213e-01, eta: 18:15:10, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.4671, top5_acc: 0.7052, loss_cls: 2.3633, loss: 2.3633, grad_norm: 1.6796 2020-08-18 20:31:24,638 - mmaction - INFO - Epoch [181][220/627] lr: 1.213e-01, eta: 18:14:43, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4566, top5_acc: 0.6935, loss_cls: 2.4107, loss: 2.4107, grad_norm: 1.7045 2020-08-18 20:31:52,016 - mmaction - INFO - Epoch [181][240/627] lr: 1.213e-01, eta: 18:14:15, time: 1.365, data_time: 0.004, memory: 8470, top1_acc: 0.4646, top5_acc: 0.7048, loss_cls: 2.3781, loss: 2.3781, grad_norm: 1.6576 2020-08-18 20:32:18,352 - mmaction - INFO - Epoch [181][260/627] lr: 1.213e-01, eta: 18:13:47, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7125, loss_cls: 2.3442, loss: 2.3442, grad_norm: 1.7072 2020-08-18 20:32:46,059 - mmaction - INFO - Epoch [181][280/627] lr: 1.213e-01, eta: 18:13:19, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.4612, top5_acc: 0.6934, loss_cls: 2.4122, loss: 2.4122, grad_norm: 1.6691 2020-08-18 20:33:14,111 - mmaction - INFO - Epoch [181][300/627] lr: 1.213e-01, eta: 18:12:52, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.4693, top5_acc: 0.7077, loss_cls: 2.3391, loss: 2.3391, grad_norm: 1.6933 2020-08-18 20:33:41,481 - mmaction - INFO - Epoch [181][320/627] lr: 1.213e-01, eta: 18:12:24, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.4607, top5_acc: 0.7016, loss_cls: 2.3963, loss: 2.3963, grad_norm: 1.6884 2020-08-18 20:34:10,560 - mmaction - INFO - Epoch [181][340/627] lr: 1.213e-01, eta: 18:11:57, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.4607, top5_acc: 0.6960, loss_cls: 2.4150, loss: 2.4150, grad_norm: 1.6735 2020-08-18 20:34:36,175 - mmaction - INFO - Epoch [181][360/627] lr: 1.213e-01, eta: 18:11:28, time: 1.281, data_time: 0.006, memory: 8470, top1_acc: 0.4602, top5_acc: 0.7001, loss_cls: 2.3948, loss: 2.3948, grad_norm: 1.6596 2020-08-18 20:35:04,835 - mmaction - INFO - Epoch [181][380/627] lr: 1.213e-01, eta: 18:11:01, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.4661, top5_acc: 0.7052, loss_cls: 2.3790, loss: 2.3790, grad_norm: 1.6770 2020-08-18 20:35:31,863 - mmaction - INFO - Epoch [181][400/627] lr: 1.213e-01, eta: 18:10:33, time: 1.352, data_time: 0.002, memory: 8470, top1_acc: 0.4697, top5_acc: 0.6999, loss_cls: 2.3738, loss: 2.3738, grad_norm: 1.7038 2020-08-18 20:35:58,729 - mmaction - INFO - Epoch [181][420/627] lr: 1.213e-01, eta: 18:10:05, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.4632, top5_acc: 0.7027, loss_cls: 2.3731, loss: 2.3731, grad_norm: 1.6931 2020-08-18 20:36:26,693 - mmaction - INFO - Epoch [181][440/627] lr: 1.213e-01, eta: 18:09:37, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.4676, top5_acc: 0.7105, loss_cls: 2.3345, loss: 2.3345, grad_norm: 1.6981 2020-08-18 20:36:54,540 - mmaction - INFO - Epoch [181][460/627] lr: 1.213e-01, eta: 18:09:10, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.4633, top5_acc: 0.7005, loss_cls: 2.3887, loss: 2.3887, grad_norm: 1.6760 2020-08-18 20:37:21,100 - mmaction - INFO - Epoch [181][480/627] lr: 1.213e-01, eta: 18:08:41, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.4637, top5_acc: 0.6993, loss_cls: 2.3794, loss: 2.3794, grad_norm: 1.6698 2020-08-18 20:37:49,442 - mmaction - INFO - Epoch [181][500/627] lr: 1.213e-01, eta: 18:08:14, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4659, top5_acc: 0.7090, loss_cls: 2.3615, loss: 2.3615, grad_norm: 1.6838 2020-08-18 20:38:16,580 - mmaction - INFO - Epoch [181][520/627] lr: 1.213e-01, eta: 18:07:46, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4628, top5_acc: 0.7044, loss_cls: 2.3874, loss: 2.3874, grad_norm: 1.7122 2020-08-18 20:38:43,042 - mmaction - INFO - Epoch [181][540/627] lr: 1.213e-01, eta: 18:07:18, time: 1.323, data_time: 0.003, memory: 8470, top1_acc: 0.4608, top5_acc: 0.7038, loss_cls: 2.3882, loss: 2.3882, grad_norm: 1.6929 2020-08-18 20:39:10,557 - mmaction - INFO - Epoch [181][560/627] lr: 1.213e-01, eta: 18:06:50, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.4686, top5_acc: 0.7074, loss_cls: 2.3594, loss: 2.3594, grad_norm: 1.6887 2020-08-18 20:39:39,356 - mmaction - INFO - Epoch [181][580/627] lr: 1.213e-01, eta: 18:06:23, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.4628, top5_acc: 0.7077, loss_cls: 2.3550, loss: 2.3550, grad_norm: 1.7028 2020-08-18 20:40:06,482 - mmaction - INFO - Epoch [181][600/627] lr: 1.213e-01, eta: 18:05:55, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.4646, top5_acc: 0.7061, loss_cls: 2.3699, loss: 2.3699, grad_norm: 1.7126 2020-08-18 20:40:32,929 - mmaction - INFO - Epoch [181][620/627] lr: 1.213e-01, eta: 18:05:27, time: 1.324, data_time: 0.004, memory: 8470, top1_acc: 0.4594, top5_acc: 0.6885, loss_cls: 2.4262, loss: 2.4262, grad_norm: 1.6847 2020-08-18 20:41:13,988 - mmaction - INFO - Epoch [182][20/627] lr: 1.183e-01, eta: 18:04:47, time: 1.628, data_time: 0.402, memory: 8470, top1_acc: 0.4655, top5_acc: 0.7111, loss_cls: 2.3377, loss: 2.3377, grad_norm: 1.6952 2020-08-18 20:41:40,153 - mmaction - INFO - Epoch [182][40/627] lr: 1.183e-01, eta: 18:04:19, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.4693, top5_acc: 0.7112, loss_cls: 2.3461, loss: 2.3461, grad_norm: 1.7047 2020-08-18 20:42:08,656 - mmaction - INFO - Epoch [182][60/627] lr: 1.183e-01, eta: 18:03:52, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4634, top5_acc: 0.7036, loss_cls: 2.3561, loss: 2.3561, grad_norm: 1.7171 2020-08-18 20:42:34,864 - mmaction - INFO - Epoch [182][80/627] lr: 1.183e-01, eta: 18:03:23, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.4725, top5_acc: 0.7048, loss_cls: 2.3580, loss: 2.3580, grad_norm: 1.6767 2020-08-18 20:43:02,234 - mmaction - INFO - Epoch [182][100/627] lr: 1.183e-01, eta: 18:02:55, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.4738, top5_acc: 0.7142, loss_cls: 2.3221, loss: 2.3221, grad_norm: 1.6946 2020-08-18 20:43:28,688 - mmaction - INFO - Epoch [182][120/627] lr: 1.183e-01, eta: 18:02:27, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.4643, top5_acc: 0.7018, loss_cls: 2.3941, loss: 2.3941, grad_norm: 1.7057 2020-08-18 20:43:55,417 - mmaction - INFO - Epoch [182][140/627] lr: 1.183e-01, eta: 18:01:59, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.4673, top5_acc: 0.7090, loss_cls: 2.3362, loss: 2.3362, grad_norm: 1.7011 2020-08-18 20:44:22,406 - mmaction - INFO - Epoch [182][160/627] lr: 1.183e-01, eta: 18:01:31, time: 1.349, data_time: 0.002, memory: 8470, top1_acc: 0.4701, top5_acc: 0.7099, loss_cls: 2.3338, loss: 2.3338, grad_norm: 1.6951 2020-08-18 20:44:49,588 - mmaction - INFO - Epoch [182][180/627] lr: 1.183e-01, eta: 18:01:03, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.4766, top5_acc: 0.7104, loss_cls: 2.3137, loss: 2.3137, grad_norm: 1.7026 2020-08-18 20:45:16,240 - mmaction - INFO - Epoch [182][200/627] lr: 1.183e-01, eta: 18:00:35, time: 1.331, data_time: 0.007, memory: 8470, top1_acc: 0.4671, top5_acc: 0.7057, loss_cls: 2.3564, loss: 2.3564, grad_norm: 1.7016 2020-08-18 20:45:43,213 - mmaction - INFO - Epoch [182][220/627] lr: 1.183e-01, eta: 18:00:07, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.4639, top5_acc: 0.7000, loss_cls: 2.3780, loss: 2.3780, grad_norm: 1.7096 2020-08-18 20:46:10,506 - mmaction - INFO - Epoch [182][240/627] lr: 1.183e-01, eta: 17:59:39, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.4697, top5_acc: 0.7064, loss_cls: 2.3390, loss: 2.3390, grad_norm: 1.7265 2020-08-18 20:46:38,455 - mmaction - INFO - Epoch [182][260/627] lr: 1.183e-01, eta: 17:59:12, time: 1.401, data_time: 0.007, memory: 8470, top1_acc: 0.4546, top5_acc: 0.7023, loss_cls: 2.4077, loss: 2.4077, grad_norm: 1.6905 2020-08-18 20:47:05,973 - mmaction - INFO - Epoch [182][280/627] lr: 1.183e-01, eta: 17:58:44, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.4612, top5_acc: 0.7070, loss_cls: 2.3752, loss: 2.3752, grad_norm: 1.7133 2020-08-18 20:47:32,571 - mmaction - INFO - Epoch [182][300/627] lr: 1.183e-01, eta: 17:58:16, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.4682, top5_acc: 0.7055, loss_cls: 2.3543, loss: 2.3543, grad_norm: 1.6989 2020-08-18 20:48:00,718 - mmaction - INFO - Epoch [182][320/627] lr: 1.183e-01, eta: 17:57:48, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.4681, top5_acc: 0.7109, loss_cls: 2.3275, loss: 2.3275, grad_norm: 1.6848 2020-08-18 20:48:28,386 - mmaction - INFO - Epoch [182][340/627] lr: 1.183e-01, eta: 17:57:21, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4647, top5_acc: 0.7111, loss_cls: 2.3376, loss: 2.3376, grad_norm: 1.7183 2020-08-18 20:48:56,652 - mmaction - INFO - Epoch [182][360/627] lr: 1.183e-01, eta: 17:56:53, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.4707, top5_acc: 0.7139, loss_cls: 2.3413, loss: 2.3413, grad_norm: 1.7036 2020-08-18 20:49:24,726 - mmaction - INFO - Epoch [182][380/627] lr: 1.183e-01, eta: 17:56:26, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.4617, top5_acc: 0.6974, loss_cls: 2.3708, loss: 2.3708, grad_norm: 1.7104 2020-08-18 20:49:52,159 - mmaction - INFO - Epoch [182][400/627] lr: 1.183e-01, eta: 17:55:58, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4676, top5_acc: 0.7074, loss_cls: 2.3486, loss: 2.3486, grad_norm: 1.7134 2020-08-18 20:50:19,756 - mmaction - INFO - Epoch [182][420/627] lr: 1.183e-01, eta: 17:55:30, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4574, top5_acc: 0.6927, loss_cls: 2.4205, loss: 2.4205, grad_norm: 1.7228 2020-08-18 20:50:47,039 - mmaction - INFO - Epoch [182][440/627] lr: 1.183e-01, eta: 17:55:02, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.4715, top5_acc: 0.7085, loss_cls: 2.3749, loss: 2.3749, grad_norm: 1.6999 2020-08-18 20:51:16,503 - mmaction - INFO - Epoch [182][460/627] lr: 1.183e-01, eta: 17:54:35, time: 1.473, data_time: 0.008, memory: 8470, top1_acc: 0.4616, top5_acc: 0.7003, loss_cls: 2.3797, loss: 2.3797, grad_norm: 1.7084 2020-08-18 20:51:44,877 - mmaction - INFO - Epoch [182][480/627] lr: 1.183e-01, eta: 17:54:08, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.4652, top5_acc: 0.7010, loss_cls: 2.3910, loss: 2.3910, grad_norm: 1.7132 2020-08-18 20:52:12,473 - mmaction - INFO - Epoch [182][500/627] lr: 1.183e-01, eta: 17:53:40, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.4618, top5_acc: 0.7022, loss_cls: 2.3832, loss: 2.3832, grad_norm: 1.6876 2020-08-18 20:52:41,573 - mmaction - INFO - Epoch [182][520/627] lr: 1.183e-01, eta: 17:53:13, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.3761, loss: 2.3761, grad_norm: 1.7084 2020-08-18 20:53:10,882 - mmaction - INFO - Epoch [182][540/627] lr: 1.183e-01, eta: 17:52:46, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.4746, top5_acc: 0.7074, loss_cls: 2.3499, loss: 2.3499, grad_norm: 1.6960 2020-08-18 20:53:39,700 - mmaction - INFO - Epoch [182][560/627] lr: 1.183e-01, eta: 17:52:19, time: 1.444, data_time: 0.007, memory: 8470, top1_acc: 0.4637, top5_acc: 0.7043, loss_cls: 2.3752, loss: 2.3752, grad_norm: 1.7351 2020-08-18 20:54:08,388 - mmaction - INFO - Epoch [182][580/627] lr: 1.183e-01, eta: 17:51:51, time: 1.432, data_time: 0.004, memory: 8470, top1_acc: 0.4621, top5_acc: 0.7043, loss_cls: 2.3784, loss: 2.3784, grad_norm: 1.7268 2020-08-18 20:54:37,776 - mmaction - INFO - Epoch [182][600/627] lr: 1.183e-01, eta: 17:51:24, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.4625, top5_acc: 0.6921, loss_cls: 2.4139, loss: 2.4139, grad_norm: 1.6574 2020-08-18 20:55:06,405 - mmaction - INFO - Epoch [182][620/627] lr: 1.183e-01, eta: 17:50:57, time: 1.435, data_time: 0.008, memory: 8470, top1_acc: 0.4676, top5_acc: 0.7053, loss_cls: 2.3621, loss: 2.3621, grad_norm: 1.6924 2020-08-18 20:55:49,188 - mmaction - INFO - Epoch [183][20/627] lr: 1.154e-01, eta: 17:50:18, time: 1.650, data_time: 0.372, memory: 8470, top1_acc: 0.4620, top5_acc: 0.7158, loss_cls: 2.3522, loss: 2.3522, grad_norm: 1.7396 2020-08-18 20:56:17,529 - mmaction - INFO - Epoch [183][40/627] lr: 1.154e-01, eta: 17:49:51, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4681, top5_acc: 0.7051, loss_cls: 2.3402, loss: 2.3402, grad_norm: 1.7202 2020-08-18 20:56:47,458 - mmaction - INFO - Epoch [183][60/627] lr: 1.154e-01, eta: 17:49:24, time: 1.495, data_time: 0.006, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7059, loss_cls: 2.3446, loss: 2.3446, grad_norm: 1.6907 2020-08-18 20:57:16,805 - mmaction - INFO - Epoch [183][80/627] lr: 1.154e-01, eta: 17:48:57, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.4701, top5_acc: 0.7076, loss_cls: 2.3381, loss: 2.3381, grad_norm: 1.6930 2020-08-18 20:57:44,532 - mmaction - INFO - Epoch [183][100/627] lr: 1.154e-01, eta: 17:48:29, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3614, loss: 2.3614, grad_norm: 1.7235 2020-08-18 20:58:13,629 - mmaction - INFO - Epoch [183][120/627] lr: 1.154e-01, eta: 17:48:02, time: 1.455, data_time: 0.006, memory: 8470, top1_acc: 0.4596, top5_acc: 0.6999, loss_cls: 2.3944, loss: 2.3944, grad_norm: 1.7115 2020-08-18 20:58:42,607 - mmaction - INFO - Epoch [183][140/627] lr: 1.154e-01, eta: 17:47:35, time: 1.450, data_time: 0.007, memory: 8470, top1_acc: 0.4677, top5_acc: 0.7026, loss_cls: 2.3629, loss: 2.3629, grad_norm: 1.7156 2020-08-18 20:59:11,010 - mmaction - INFO - Epoch [183][160/627] lr: 1.154e-01, eta: 17:47:07, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.4794, top5_acc: 0.7152, loss_cls: 2.3087, loss: 2.3087, grad_norm: 1.7212 2020-08-18 20:59:37,698 - mmaction - INFO - Epoch [183][180/627] lr: 1.154e-01, eta: 17:46:39, time: 1.334, data_time: 0.007, memory: 8470, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3269, loss: 2.3269, grad_norm: 1.7058 2020-08-18 21:00:09,257 - mmaction - INFO - Epoch [183][200/627] lr: 1.154e-01, eta: 17:46:13, time: 1.571, data_time: 0.006, memory: 8470, top1_acc: 0.4777, top5_acc: 0.7099, loss_cls: 2.3082, loss: 2.3082, grad_norm: 1.7066 2020-08-18 21:00:35,581 - mmaction - INFO - Epoch [183][220/627] lr: 1.154e-01, eta: 17:45:45, time: 1.326, data_time: 0.032, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7089, loss_cls: 2.3208, loss: 2.3208, grad_norm: 1.7257 2020-08-18 21:01:02,712 - mmaction - INFO - Epoch [183][240/627] lr: 1.154e-01, eta: 17:45:17, time: 1.355, data_time: 0.004, memory: 8470, top1_acc: 0.4535, top5_acc: 0.6941, loss_cls: 2.4125, loss: 2.4125, grad_norm: 1.7438 2020-08-18 21:01:31,266 - mmaction - INFO - Epoch [183][260/627] lr: 1.154e-01, eta: 17:44:50, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4685, top5_acc: 0.7096, loss_cls: 2.3346, loss: 2.3346, grad_norm: 1.7074 2020-08-18 21:01:59,264 - mmaction - INFO - Epoch [183][280/627] lr: 1.154e-01, eta: 17:44:22, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.4630, top5_acc: 0.7031, loss_cls: 2.3673, loss: 2.3673, grad_norm: 1.7425 2020-08-18 21:02:28,301 - mmaction - INFO - Epoch [183][300/627] lr: 1.154e-01, eta: 17:43:55, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.4699, top5_acc: 0.7112, loss_cls: 2.3506, loss: 2.3506, grad_norm: 1.7250 2020-08-18 21:02:55,480 - mmaction - INFO - Epoch [183][320/627] lr: 1.154e-01, eta: 17:43:27, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.4719, top5_acc: 0.7081, loss_cls: 2.3344, loss: 2.3344, grad_norm: 1.7315 2020-08-18 21:03:24,281 - mmaction - INFO - Epoch [183][340/627] lr: 1.154e-01, eta: 17:43:00, time: 1.437, data_time: 0.007, memory: 8470, top1_acc: 0.4719, top5_acc: 0.7060, loss_cls: 2.3520, loss: 2.3520, grad_norm: 1.7390 2020-08-18 21:03:51,630 - mmaction - INFO - Epoch [183][360/627] lr: 1.154e-01, eta: 17:42:32, time: 1.371, data_time: 0.007, memory: 8470, top1_acc: 0.4646, top5_acc: 0.7079, loss_cls: 2.3591, loss: 2.3591, grad_norm: 1.7304 2020-08-18 21:04:20,632 - mmaction - INFO - Epoch [183][380/627] lr: 1.154e-01, eta: 17:42:05, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.4646, top5_acc: 0.7009, loss_cls: 2.3608, loss: 2.3608, grad_norm: 1.7084 2020-08-18 21:04:48,810 - mmaction - INFO - Epoch [183][400/627] lr: 1.154e-01, eta: 17:41:37, time: 1.408, data_time: 0.003, memory: 8470, top1_acc: 0.4701, top5_acc: 0.7035, loss_cls: 2.3520, loss: 2.3520, grad_norm: 1.7160 2020-08-18 21:05:16,946 - mmaction - INFO - Epoch [183][420/627] lr: 1.154e-01, eta: 17:41:10, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4605, top5_acc: 0.6980, loss_cls: 2.3962, loss: 2.3962, grad_norm: 1.7069 2020-08-18 21:05:47,116 - mmaction - INFO - Epoch [183][440/627] lr: 1.154e-01, eta: 17:40:43, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.4624, top5_acc: 0.7020, loss_cls: 2.3705, loss: 2.3705, grad_norm: 1.7599 2020-08-18 21:06:15,245 - mmaction - INFO - Epoch [183][460/627] lr: 1.154e-01, eta: 17:40:15, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4672, top5_acc: 0.7079, loss_cls: 2.3396, loss: 2.3396, grad_norm: 1.7038 2020-08-18 21:06:43,409 - mmaction - INFO - Epoch [183][480/627] lr: 1.154e-01, eta: 17:39:48, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.4628, top5_acc: 0.7061, loss_cls: 2.3620, loss: 2.3620, grad_norm: 1.6933 2020-08-18 21:07:11,136 - mmaction - INFO - Epoch [183][500/627] lr: 1.154e-01, eta: 17:39:20, time: 1.388, data_time: 0.007, memory: 8470, top1_acc: 0.4760, top5_acc: 0.7145, loss_cls: 2.3285, loss: 2.3285, grad_norm: 1.7121 2020-08-18 21:07:40,434 - mmaction - INFO - Epoch [183][520/627] lr: 1.154e-01, eta: 17:38:53, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.4612, top5_acc: 0.7004, loss_cls: 2.3821, loss: 2.3821, grad_norm: 1.7236 2020-08-18 21:08:07,809 - mmaction - INFO - Epoch [183][540/627] lr: 1.154e-01, eta: 17:38:25, time: 1.369, data_time: 0.007, memory: 8470, top1_acc: 0.4634, top5_acc: 0.7057, loss_cls: 2.3557, loss: 2.3557, grad_norm: 1.7261 2020-08-18 21:08:35,245 - mmaction - INFO - Epoch [183][560/627] lr: 1.154e-01, eta: 17:37:58, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4609, top5_acc: 0.7013, loss_cls: 2.3727, loss: 2.3727, grad_norm: 1.6971 2020-08-18 21:09:03,337 - mmaction - INFO - Epoch [183][580/627] lr: 1.154e-01, eta: 17:37:30, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.4660, top5_acc: 0.6965, loss_cls: 2.3771, loss: 2.3771, grad_norm: 1.7391 2020-08-18 21:09:31,969 - mmaction - INFO - Epoch [183][600/627] lr: 1.154e-01, eta: 17:37:03, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.4626, top5_acc: 0.7064, loss_cls: 2.3592, loss: 2.3592, grad_norm: 1.7319 2020-08-18 21:10:01,201 - mmaction - INFO - Epoch [183][620/627] lr: 1.154e-01, eta: 17:36:36, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.4654, top5_acc: 0.6991, loss_cls: 2.3809, loss: 2.3809, grad_norm: 1.7295 2020-08-18 21:10:45,819 - mmaction - INFO - Epoch [184][20/627] lr: 1.125e-01, eta: 17:35:57, time: 1.761, data_time: 0.560, memory: 8470, top1_acc: 0.4727, top5_acc: 0.7138, loss_cls: 2.3382, loss: 2.3382, grad_norm: 1.7344 2020-08-18 21:11:14,575 - mmaction - INFO - Epoch [184][40/627] lr: 1.125e-01, eta: 17:35:30, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4771, top5_acc: 0.7108, loss_cls: 2.3087, loss: 2.3087, grad_norm: 1.6935 2020-08-18 21:11:42,691 - mmaction - INFO - Epoch [184][60/627] lr: 1.125e-01, eta: 17:35:03, time: 1.406, data_time: 0.007, memory: 8470, top1_acc: 0.4749, top5_acc: 0.7159, loss_cls: 2.2908, loss: 2.2908, grad_norm: 1.7498 2020-08-18 21:12:12,029 - mmaction - INFO - Epoch [184][80/627] lr: 1.125e-01, eta: 17:34:36, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.4738, top5_acc: 0.7181, loss_cls: 2.3097, loss: 2.3097, grad_norm: 1.7319 2020-08-18 21:12:41,032 - mmaction - INFO - Epoch [184][100/627] lr: 1.125e-01, eta: 17:34:08, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.4664, top5_acc: 0.7029, loss_cls: 2.3511, loss: 2.3511, grad_norm: 1.7093 2020-08-18 21:13:10,410 - mmaction - INFO - Epoch [184][120/627] lr: 1.125e-01, eta: 17:33:41, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.4729, top5_acc: 0.7116, loss_cls: 2.3060, loss: 2.3060, grad_norm: 1.7108 2020-08-18 21:13:39,660 - mmaction - INFO - Epoch [184][140/627] lr: 1.125e-01, eta: 17:33:14, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.4733, top5_acc: 0.7158, loss_cls: 2.2950, loss: 2.2950, grad_norm: 1.7281 2020-08-18 21:14:09,127 - mmaction - INFO - Epoch [184][160/627] lr: 1.125e-01, eta: 17:32:47, time: 1.477, data_time: 0.007, memory: 8470, top1_acc: 0.4701, top5_acc: 0.7060, loss_cls: 2.3324, loss: 2.3324, grad_norm: 1.7393 2020-08-18 21:14:37,689 - mmaction - INFO - Epoch [184][180/627] lr: 1.125e-01, eta: 17:32:20, time: 1.428, data_time: 0.002, memory: 8470, top1_acc: 0.4764, top5_acc: 0.7065, loss_cls: 2.3450, loss: 2.3450, grad_norm: 1.7603 2020-08-18 21:15:06,157 - mmaction - INFO - Epoch [184][200/627] lr: 1.125e-01, eta: 17:31:53, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.4841, top5_acc: 0.7182, loss_cls: 2.2759, loss: 2.2759, grad_norm: 1.6972 2020-08-18 21:15:34,906 - mmaction - INFO - Epoch [184][220/627] lr: 1.125e-01, eta: 17:31:25, time: 1.438, data_time: 0.002, memory: 8470, top1_acc: 0.4599, top5_acc: 0.7086, loss_cls: 2.3674, loss: 2.3674, grad_norm: 1.7523 2020-08-18 21:16:03,977 - mmaction - INFO - Epoch [184][240/627] lr: 1.125e-01, eta: 17:30:58, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.4621, top5_acc: 0.6997, loss_cls: 2.3954, loss: 2.3954, grad_norm: 1.7248 2020-08-18 21:16:32,770 - mmaction - INFO - Epoch [184][260/627] lr: 1.125e-01, eta: 17:30:31, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4730, top5_acc: 0.7042, loss_cls: 2.3520, loss: 2.3520, grad_norm: 1.7383 2020-08-18 21:17:01,647 - mmaction - INFO - Epoch [184][280/627] lr: 1.125e-01, eta: 17:30:04, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.4638, top5_acc: 0.7020, loss_cls: 2.3855, loss: 2.3855, grad_norm: 1.7627 2020-08-18 21:17:30,398 - mmaction - INFO - Epoch [184][300/627] lr: 1.125e-01, eta: 17:29:36, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.4664, top5_acc: 0.7079, loss_cls: 2.3495, loss: 2.3495, grad_norm: 1.7636 2020-08-18 21:17:59,749 - mmaction - INFO - Epoch [184][320/627] lr: 1.125e-01, eta: 17:29:09, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.4732, top5_acc: 0.7099, loss_cls: 2.3145, loss: 2.3145, grad_norm: 1.7505 2020-08-18 21:18:27,485 - mmaction - INFO - Epoch [184][340/627] lr: 1.125e-01, eta: 17:28:42, time: 1.388, data_time: 0.007, memory: 8470, top1_acc: 0.4746, top5_acc: 0.7063, loss_cls: 2.3506, loss: 2.3506, grad_norm: 1.7321 2020-08-18 21:18:55,897 - mmaction - INFO - Epoch [184][360/627] lr: 1.125e-01, eta: 17:28:14, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.4595, top5_acc: 0.7009, loss_cls: 2.3581, loss: 2.3581, grad_norm: 1.7552 2020-08-18 21:19:24,196 - mmaction - INFO - Epoch [184][380/627] lr: 1.125e-01, eta: 17:27:47, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4561, top5_acc: 0.7016, loss_cls: 2.3957, loss: 2.3957, grad_norm: 1.7506 2020-08-18 21:19:52,396 - mmaction - INFO - Epoch [184][400/627] lr: 1.125e-01, eta: 17:27:19, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4721, top5_acc: 0.7083, loss_cls: 2.3259, loss: 2.3259, grad_norm: 1.7190 2020-08-18 21:20:20,674 - mmaction - INFO - Epoch [184][420/627] lr: 1.125e-01, eta: 17:26:52, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4708, top5_acc: 0.7122, loss_cls: 2.3208, loss: 2.3208, grad_norm: 1.7396 2020-08-18 21:20:48,848 - mmaction - INFO - Epoch [184][440/627] lr: 1.125e-01, eta: 17:26:24, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4667, top5_acc: 0.7049, loss_cls: 2.3616, loss: 2.3616, grad_norm: 1.7350 2020-08-18 21:21:16,935 - mmaction - INFO - Epoch [184][460/627] lr: 1.125e-01, eta: 17:25:57, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.4678, top5_acc: 0.7064, loss_cls: 2.3588, loss: 2.3588, grad_norm: 1.7242 2020-08-18 21:21:45,369 - mmaction - INFO - Epoch [184][480/627] lr: 1.125e-01, eta: 17:25:29, time: 1.423, data_time: 0.007, memory: 8470, top1_acc: 0.4775, top5_acc: 0.7116, loss_cls: 2.3405, loss: 2.3405, grad_norm: 1.7384 2020-08-18 21:22:13,585 - mmaction - INFO - Epoch [184][500/627] lr: 1.125e-01, eta: 17:25:02, time: 1.411, data_time: 0.004, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7108, loss_cls: 2.3186, loss: 2.3186, grad_norm: 1.7587 2020-08-18 21:22:42,338 - mmaction - INFO - Epoch [184][520/627] lr: 1.125e-01, eta: 17:24:34, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.4716, top5_acc: 0.7168, loss_cls: 2.3194, loss: 2.3194, grad_norm: 1.7604 2020-08-18 21:23:10,563 - mmaction - INFO - Epoch [184][540/627] lr: 1.125e-01, eta: 17:24:07, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7025, loss_cls: 2.3847, loss: 2.3847, grad_norm: 1.7460 2020-08-18 21:23:37,429 - mmaction - INFO - Epoch [184][560/627] lr: 1.125e-01, eta: 17:23:39, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4573, top5_acc: 0.7062, loss_cls: 2.3531, loss: 2.3531, grad_norm: 1.7294 2020-08-18 21:24:08,083 - mmaction - INFO - Epoch [184][580/627] lr: 1.125e-01, eta: 17:23:12, time: 1.531, data_time: 0.006, memory: 8470, top1_acc: 0.4737, top5_acc: 0.7130, loss_cls: 2.3267, loss: 2.3267, grad_norm: 1.7238 2020-08-18 21:24:35,704 - mmaction - INFO - Epoch [184][600/627] lr: 1.125e-01, eta: 17:22:45, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.4612, top5_acc: 0.7040, loss_cls: 2.3763, loss: 2.3763, grad_norm: 1.7528 2020-08-18 21:25:04,043 - mmaction - INFO - Epoch [184][620/627] lr: 1.125e-01, eta: 17:22:17, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4786, top5_acc: 0.7061, loss_cls: 2.3234, loss: 2.3234, grad_norm: 1.7263 2020-08-18 21:25:12,755 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-08-18 21:25:45,978 - mmaction - INFO - Epoch [185][20/627] lr: 1.097e-01, eta: 17:21:37, time: 1.576, data_time: 0.328, memory: 8470, top1_acc: 0.4742, top5_acc: 0.7145, loss_cls: 2.3176, loss: 2.3176, grad_norm: 1.7176 2020-08-18 21:26:12,593 - mmaction - INFO - Epoch [185][40/627] lr: 1.097e-01, eta: 17:21:09, time: 1.331, data_time: 0.002, memory: 8470, top1_acc: 0.4773, top5_acc: 0.7215, loss_cls: 2.2781, loss: 2.2781, grad_norm: 1.7384 2020-08-18 21:26:40,834 - mmaction - INFO - Epoch [185][60/627] lr: 1.097e-01, eta: 17:20:42, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4745, top5_acc: 0.7125, loss_cls: 2.3138, loss: 2.3138, grad_norm: 1.7647 2020-08-18 21:27:08,761 - mmaction - INFO - Epoch [185][80/627] lr: 1.097e-01, eta: 17:20:14, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4759, top5_acc: 0.7086, loss_cls: 2.3188, loss: 2.3188, grad_norm: 1.7575 2020-08-18 21:27:36,271 - mmaction - INFO - Epoch [185][100/627] lr: 1.097e-01, eta: 17:19:46, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4842, top5_acc: 0.7266, loss_cls: 2.2584, loss: 2.2584, grad_norm: 1.7240 2020-08-18 21:28:03,865 - mmaction - INFO - Epoch [185][120/627] lr: 1.097e-01, eta: 17:19:19, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.4842, top5_acc: 0.7276, loss_cls: 2.2501, loss: 2.2501, grad_norm: 1.7515 2020-08-18 21:28:32,461 - mmaction - INFO - Epoch [185][140/627] lr: 1.097e-01, eta: 17:18:51, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.4682, top5_acc: 0.7143, loss_cls: 2.3474, loss: 2.3474, grad_norm: 1.7776 2020-08-18 21:28:59,602 - mmaction - INFO - Epoch [185][160/627] lr: 1.097e-01, eta: 17:18:23, time: 1.358, data_time: 0.004, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7116, loss_cls: 2.3036, loss: 2.3036, grad_norm: 1.7393 2020-08-18 21:29:28,060 - mmaction - INFO - Epoch [185][180/627] lr: 1.097e-01, eta: 17:17:56, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4785, top5_acc: 0.7049, loss_cls: 2.3628, loss: 2.3628, grad_norm: 1.7865 2020-08-18 21:29:55,997 - mmaction - INFO - Epoch [185][200/627] lr: 1.097e-01, eta: 17:17:28, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4729, top5_acc: 0.6997, loss_cls: 2.3662, loss: 2.3662, grad_norm: 1.8037 2020-08-18 21:30:23,847 - mmaction - INFO - Epoch [185][220/627] lr: 1.097e-01, eta: 17:17:01, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7074, loss_cls: 2.3315, loss: 2.3315, grad_norm: 1.7651 2020-08-18 21:30:51,404 - mmaction - INFO - Epoch [185][240/627] lr: 1.097e-01, eta: 17:16:33, time: 1.379, data_time: 0.005, memory: 8470, top1_acc: 0.4689, top5_acc: 0.7103, loss_cls: 2.3352, loss: 2.3352, grad_norm: 1.7788 2020-08-18 21:31:18,629 - mmaction - INFO - Epoch [185][260/627] lr: 1.097e-01, eta: 17:16:05, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7098, loss_cls: 2.3458, loss: 2.3458, grad_norm: 1.7876 2020-08-18 21:31:46,010 - mmaction - INFO - Epoch [185][280/627] lr: 1.097e-01, eta: 17:15:37, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.4706, top5_acc: 0.7060, loss_cls: 2.3238, loss: 2.3238, grad_norm: 1.7415 2020-08-18 21:32:14,467 - mmaction - INFO - Epoch [185][300/627] lr: 1.097e-01, eta: 17:15:10, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.4832, top5_acc: 0.7182, loss_cls: 2.2713, loss: 2.2713, grad_norm: 1.7513 2020-08-18 21:32:41,712 - mmaction - INFO - Epoch [185][320/627] lr: 1.097e-01, eta: 17:14:42, time: 1.366, data_time: 0.007, memory: 8470, top1_acc: 0.4729, top5_acc: 0.7074, loss_cls: 2.3405, loss: 2.3405, grad_norm: 1.7551 2020-08-18 21:33:09,509 - mmaction - INFO - Epoch [185][340/627] lr: 1.097e-01, eta: 17:14:14, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4759, top5_acc: 0.7112, loss_cls: 2.3181, loss: 2.3181, grad_norm: 1.7642 2020-08-18 21:33:37,357 - mmaction - INFO - Epoch [185][360/627] lr: 1.097e-01, eta: 17:13:47, time: 1.396, data_time: 0.007, memory: 8470, top1_acc: 0.4716, top5_acc: 0.7061, loss_cls: 2.3378, loss: 2.3378, grad_norm: 1.7494 2020-08-18 21:34:05,289 - mmaction - INFO - Epoch [185][380/627] lr: 1.097e-01, eta: 17:13:19, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.4783, top5_acc: 0.7100, loss_cls: 2.3299, loss: 2.3299, grad_norm: 1.7337 2020-08-18 21:34:31,985 - mmaction - INFO - Epoch [185][400/627] lr: 1.097e-01, eta: 17:12:51, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.4591, top5_acc: 0.7040, loss_cls: 2.3953, loss: 2.3953, grad_norm: 1.7831 2020-08-18 21:35:00,412 - mmaction - INFO - Epoch [185][420/627] lr: 1.097e-01, eta: 17:12:24, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.4724, top5_acc: 0.7082, loss_cls: 2.3350, loss: 2.3350, grad_norm: 1.7415 2020-08-18 21:35:27,699 - mmaction - INFO - Epoch [185][440/627] lr: 1.097e-01, eta: 17:11:56, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4833, top5_acc: 0.7176, loss_cls: 2.2971, loss: 2.2971, grad_norm: 1.7383 2020-08-18 21:35:55,969 - mmaction - INFO - Epoch [185][460/627] lr: 1.097e-01, eta: 17:11:28, time: 1.412, data_time: 0.004, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7154, loss_cls: 2.3274, loss: 2.3274, grad_norm: 1.7618 2020-08-18 21:36:22,883 - mmaction - INFO - Epoch [185][480/627] lr: 1.097e-01, eta: 17:11:00, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.4784, top5_acc: 0.7081, loss_cls: 2.3100, loss: 2.3100, grad_norm: 1.7645 2020-08-18 21:36:50,637 - mmaction - INFO - Epoch [185][500/627] lr: 1.097e-01, eta: 17:10:33, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.4730, top5_acc: 0.7063, loss_cls: 2.3478, loss: 2.3478, grad_norm: 1.7477 2020-08-18 21:37:19,674 - mmaction - INFO - Epoch [185][520/627] lr: 1.097e-01, eta: 17:10:05, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4751, top5_acc: 0.7128, loss_cls: 2.3438, loss: 2.3438, grad_norm: 1.7649 2020-08-18 21:37:47,868 - mmaction - INFO - Epoch [185][540/627] lr: 1.097e-01, eta: 17:09:38, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.4777, top5_acc: 0.7117, loss_cls: 2.3056, loss: 2.3056, grad_norm: 1.7605 2020-08-18 21:38:15,237 - mmaction - INFO - Epoch [185][560/627] lr: 1.097e-01, eta: 17:09:10, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.4677, top5_acc: 0.7060, loss_cls: 2.3409, loss: 2.3409, grad_norm: 1.7628 2020-08-18 21:38:42,705 - mmaction - INFO - Epoch [185][580/627] lr: 1.097e-01, eta: 17:08:42, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4729, top5_acc: 0.7095, loss_cls: 2.3409, loss: 2.3409, grad_norm: 1.7662 2020-08-18 21:39:10,278 - mmaction - INFO - Epoch [185][600/627] lr: 1.097e-01, eta: 17:08:15, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3723, loss: 2.3723, grad_norm: 1.7614 2020-08-18 21:39:36,950 - mmaction - INFO - Epoch [185][620/627] lr: 1.097e-01, eta: 17:07:46, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.4708, top5_acc: 0.7052, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.7186 2020-08-18 21:40:19,244 - mmaction - INFO - Epoch [186][20/627] lr: 1.069e-01, eta: 17:07:08, time: 1.683, data_time: 0.381, memory: 8470, top1_acc: 0.4698, top5_acc: 0.7124, loss_cls: 2.3297, loss: 2.3297, grad_norm: 1.7491 2020-08-18 21:40:46,576 - mmaction - INFO - Epoch [186][40/627] lr: 1.069e-01, eta: 17:06:40, time: 1.367, data_time: 0.009, memory: 8470, top1_acc: 0.4766, top5_acc: 0.7198, loss_cls: 2.2942, loss: 2.2942, grad_norm: 1.7544 2020-08-18 21:41:14,658 - mmaction - INFO - Epoch [186][60/627] lr: 1.069e-01, eta: 17:06:12, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.4742, top5_acc: 0.7159, loss_cls: 2.3077, loss: 2.3077, grad_norm: 1.7766 2020-08-18 21:41:42,045 - mmaction - INFO - Epoch [186][80/627] lr: 1.069e-01, eta: 17:05:44, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.4818, top5_acc: 0.7191, loss_cls: 2.2895, loss: 2.2895, grad_norm: 1.7750 2020-08-18 21:42:09,569 - mmaction - INFO - Epoch [186][100/627] lr: 1.069e-01, eta: 17:05:17, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4611, top5_acc: 0.7108, loss_cls: 2.3476, loss: 2.3476, grad_norm: 1.7796 2020-08-18 21:42:36,694 - mmaction - INFO - Epoch [186][120/627] lr: 1.069e-01, eta: 17:04:49, time: 1.356, data_time: 0.007, memory: 8470, top1_acc: 0.4805, top5_acc: 0.7224, loss_cls: 2.2482, loss: 2.2482, grad_norm: 1.7212 2020-08-18 21:43:04,654 - mmaction - INFO - Epoch [186][140/627] lr: 1.069e-01, eta: 17:04:21, time: 1.396, data_time: 0.004, memory: 8470, top1_acc: 0.4747, top5_acc: 0.7051, loss_cls: 2.3227, loss: 2.3227, grad_norm: 1.7385 2020-08-18 21:43:32,123 - mmaction - INFO - Epoch [186][160/627] lr: 1.069e-01, eta: 17:03:53, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4740, top5_acc: 0.7017, loss_cls: 2.3312, loss: 2.3312, grad_norm: 1.7345 2020-08-18 21:43:59,987 - mmaction - INFO - Epoch [186][180/627] lr: 1.069e-01, eta: 17:03:26, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.4788, top5_acc: 0.7214, loss_cls: 2.2733, loss: 2.2733, grad_norm: 1.7874 2020-08-18 21:44:26,958 - mmaction - INFO - Epoch [186][200/627] lr: 1.069e-01, eta: 17:02:58, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.4742, top5_acc: 0.7124, loss_cls: 2.3223, loss: 2.3223, grad_norm: 1.7674 2020-08-18 21:44:54,035 - mmaction - INFO - Epoch [186][220/627] lr: 1.069e-01, eta: 17:02:30, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7210, loss_cls: 2.2761, loss: 2.2761, grad_norm: 1.7510 2020-08-18 21:45:22,415 - mmaction - INFO - Epoch [186][240/627] lr: 1.069e-01, eta: 17:02:02, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7113, loss_cls: 2.3137, loss: 2.3137, grad_norm: 1.7669 2020-08-18 21:45:50,180 - mmaction - INFO - Epoch [186][260/627] lr: 1.069e-01, eta: 17:01:35, time: 1.390, data_time: 0.009, memory: 8470, top1_acc: 0.4693, top5_acc: 0.7098, loss_cls: 2.3390, loss: 2.3390, grad_norm: 1.7374 2020-08-18 21:46:17,146 - mmaction - INFO - Epoch [186][280/627] lr: 1.069e-01, eta: 17:01:07, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.4630, top5_acc: 0.7159, loss_cls: 2.3364, loss: 2.3364, grad_norm: 1.7735 2020-08-18 21:46:44,397 - mmaction - INFO - Epoch [186][300/627] lr: 1.069e-01, eta: 17:00:39, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.4763, top5_acc: 0.7113, loss_cls: 2.3091, loss: 2.3091, grad_norm: 1.7664 2020-08-18 21:47:11,969 - mmaction - INFO - Epoch [186][320/627] lr: 1.069e-01, eta: 17:00:11, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.4776, top5_acc: 0.7113, loss_cls: 2.3173, loss: 2.3173, grad_norm: 1.7849 2020-08-18 21:47:40,013 - mmaction - INFO - Epoch [186][340/627] lr: 1.069e-01, eta: 16:59:44, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7185, loss_cls: 2.2636, loss: 2.2636, grad_norm: 1.7687 2020-08-18 21:48:07,132 - mmaction - INFO - Epoch [186][360/627] lr: 1.069e-01, eta: 16:59:16, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.4725, top5_acc: 0.7091, loss_cls: 2.3332, loss: 2.3332, grad_norm: 1.7781 2020-08-18 21:48:36,622 - mmaction - INFO - Epoch [186][380/627] lr: 1.069e-01, eta: 16:58:49, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.4628, top5_acc: 0.7090, loss_cls: 2.3732, loss: 2.3732, grad_norm: 1.7631 2020-08-18 21:49:04,122 - mmaction - INFO - Epoch [186][400/627] lr: 1.069e-01, eta: 16:58:21, time: 1.378, data_time: 0.007, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7126, loss_cls: 2.3141, loss: 2.3141, grad_norm: 1.7560 2020-08-18 21:49:31,113 - mmaction - INFO - Epoch [186][420/627] lr: 1.069e-01, eta: 16:57:53, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.4767, top5_acc: 0.7113, loss_cls: 2.3115, loss: 2.3115, grad_norm: 1.7882 2020-08-18 21:49:57,965 - mmaction - INFO - Epoch [186][440/627] lr: 1.069e-01, eta: 16:57:25, time: 1.342, data_time: 0.004, memory: 8470, top1_acc: 0.4701, top5_acc: 0.7109, loss_cls: 2.3222, loss: 2.3222, grad_norm: 1.7717 2020-08-18 21:50:25,956 - mmaction - INFO - Epoch [186][460/627] lr: 1.069e-01, eta: 16:56:57, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7178, loss_cls: 2.3004, loss: 2.3004, grad_norm: 1.7603 2020-08-18 21:50:52,614 - mmaction - INFO - Epoch [186][480/627] lr: 1.069e-01, eta: 16:56:29, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.4772, top5_acc: 0.7051, loss_cls: 2.3434, loss: 2.3434, grad_norm: 1.7590 2020-08-18 21:51:20,934 - mmaction - INFO - Epoch [186][500/627] lr: 1.069e-01, eta: 16:56:02, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4668, top5_acc: 0.7100, loss_cls: 2.3748, loss: 2.3748, grad_norm: 1.7731 2020-08-18 21:51:48,113 - mmaction - INFO - Epoch [186][520/627] lr: 1.069e-01, eta: 16:55:34, time: 1.360, data_time: 0.003, memory: 8470, top1_acc: 0.4818, top5_acc: 0.7181, loss_cls: 2.3041, loss: 2.3041, grad_norm: 1.7878 2020-08-18 21:52:16,036 - mmaction - INFO - Epoch [186][540/627] lr: 1.069e-01, eta: 16:55:06, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4680, top5_acc: 0.7030, loss_cls: 2.3753, loss: 2.3753, grad_norm: 1.7563 2020-08-18 21:52:43,032 - mmaction - INFO - Epoch [186][560/627] lr: 1.069e-01, eta: 16:54:38, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.4751, top5_acc: 0.7104, loss_cls: 2.3166, loss: 2.3166, grad_norm: 1.7382 2020-08-18 21:53:10,645 - mmaction - INFO - Epoch [186][580/627] lr: 1.069e-01, eta: 16:54:10, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.4565, top5_acc: 0.7059, loss_cls: 2.3818, loss: 2.3818, grad_norm: 1.7920 2020-08-18 21:53:37,210 - mmaction - INFO - Epoch [186][600/627] lr: 1.069e-01, eta: 16:53:42, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.4674, top5_acc: 0.7056, loss_cls: 2.3752, loss: 2.3752, grad_norm: 1.7715 2020-08-18 21:54:05,276 - mmaction - INFO - Epoch [186][620/627] lr: 1.069e-01, eta: 16:53:15, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7147, loss_cls: 2.3056, loss: 2.3056, grad_norm: 1.7421 2020-08-18 21:54:47,552 - mmaction - INFO - Epoch [187][20/627] lr: 1.040e-01, eta: 16:52:36, time: 1.652, data_time: 0.497, memory: 8470, top1_acc: 0.4728, top5_acc: 0.7138, loss_cls: 2.3122, loss: 2.3122, grad_norm: 1.7545 2020-08-18 21:55:13,742 - mmaction - INFO - Epoch [187][40/627] lr: 1.040e-01, eta: 16:52:07, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.4732, top5_acc: 0.7073, loss_cls: 2.3293, loss: 2.3293, grad_norm: 1.7572 2020-08-18 21:55:40,170 - mmaction - INFO - Epoch [187][60/627] lr: 1.040e-01, eta: 16:51:39, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.4811, top5_acc: 0.7150, loss_cls: 2.2732, loss: 2.2732, grad_norm: 1.7554 2020-08-18 21:56:06,939 - mmaction - INFO - Epoch [187][80/627] lr: 1.040e-01, eta: 16:51:11, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.4717, top5_acc: 0.7121, loss_cls: 2.3336, loss: 2.3336, grad_norm: 1.7493 2020-08-18 21:56:34,129 - mmaction - INFO - Epoch [187][100/627] lr: 1.040e-01, eta: 16:50:43, time: 1.363, data_time: 0.007, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7203, loss_cls: 2.2669, loss: 2.2669, grad_norm: 1.7714 2020-08-18 21:57:00,845 - mmaction - INFO - Epoch [187][120/627] lr: 1.040e-01, eta: 16:50:15, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.4716, top5_acc: 0.7063, loss_cls: 2.3435, loss: 2.3435, grad_norm: 1.7899 2020-08-18 21:57:30,005 - mmaction - INFO - Epoch [187][140/627] lr: 1.040e-01, eta: 16:49:48, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.4770, top5_acc: 0.7126, loss_cls: 2.3060, loss: 2.3060, grad_norm: 1.7667 2020-08-18 21:57:58,368 - mmaction - INFO - Epoch [187][160/627] lr: 1.040e-01, eta: 16:49:21, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.4794, top5_acc: 0.7099, loss_cls: 2.3134, loss: 2.3134, grad_norm: 1.7604 2020-08-18 21:58:28,134 - mmaction - INFO - Epoch [187][180/627] lr: 1.040e-01, eta: 16:48:54, time: 1.488, data_time: 0.006, memory: 8470, top1_acc: 0.4659, top5_acc: 0.7137, loss_cls: 2.3266, loss: 2.3266, grad_norm: 1.7958 2020-08-18 21:58:55,192 - mmaction - INFO - Epoch [187][200/627] lr: 1.040e-01, eta: 16:48:26, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.4725, top5_acc: 0.7063, loss_cls: 2.3472, loss: 2.3472, grad_norm: 1.7595 2020-08-18 21:59:23,977 - mmaction - INFO - Epoch [187][220/627] lr: 1.040e-01, eta: 16:47:59, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4823, top5_acc: 0.7145, loss_cls: 2.3043, loss: 2.3043, grad_norm: 1.7962 2020-08-18 21:59:52,619 - mmaction - INFO - Epoch [187][240/627] lr: 1.040e-01, eta: 16:47:31, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.4789, top5_acc: 0.7223, loss_cls: 2.2541, loss: 2.2541, grad_norm: 1.8061 2020-08-18 22:00:26,262 - mmaction - INFO - Epoch [187][260/627] lr: 1.040e-01, eta: 16:47:06, time: 1.676, data_time: 0.007, memory: 8470, top1_acc: 0.4749, top5_acc: 0.7086, loss_cls: 2.3393, loss: 2.3393, grad_norm: 1.7704 2020-08-18 22:00:54,201 - mmaction - INFO - Epoch [187][280/627] lr: 1.040e-01, eta: 16:46:38, time: 1.402, data_time: 0.018, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7156, loss_cls: 2.2755, loss: 2.2755, grad_norm: 1.7678 2020-08-18 22:01:22,833 - mmaction - INFO - Epoch [187][300/627] lr: 1.040e-01, eta: 16:46:11, time: 1.432, data_time: 0.007, memory: 8470, top1_acc: 0.4831, top5_acc: 0.7090, loss_cls: 2.3209, loss: 2.3209, grad_norm: 1.7814 2020-08-18 22:01:49,825 - mmaction - INFO - Epoch [187][320/627] lr: 1.040e-01, eta: 16:45:43, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.4837, top5_acc: 0.7202, loss_cls: 2.2625, loss: 2.2625, grad_norm: 1.7863 2020-08-18 22:02:17,316 - mmaction - INFO - Epoch [187][340/627] lr: 1.040e-01, eta: 16:45:15, time: 1.372, data_time: 0.004, memory: 8470, top1_acc: 0.4775, top5_acc: 0.7138, loss_cls: 2.3064, loss: 2.3064, grad_norm: 1.7662 2020-08-18 22:02:44,890 - mmaction - INFO - Epoch [187][360/627] lr: 1.040e-01, eta: 16:44:47, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.4781, top5_acc: 0.7145, loss_cls: 2.2948, loss: 2.2948, grad_norm: 1.8031 2020-08-18 22:03:12,106 - mmaction - INFO - Epoch [187][380/627] lr: 1.040e-01, eta: 16:44:19, time: 1.359, data_time: 0.006, memory: 8470, top1_acc: 0.4673, top5_acc: 0.7237, loss_cls: 2.3035, loss: 2.3035, grad_norm: 1.8038 2020-08-18 22:03:40,953 - mmaction - INFO - Epoch [187][400/627] lr: 1.040e-01, eta: 16:43:52, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7130, loss_cls: 2.3023, loss: 2.3023, grad_norm: 1.7867 2020-08-18 22:04:08,548 - mmaction - INFO - Epoch [187][420/627] lr: 1.040e-01, eta: 16:43:24, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7099, loss_cls: 2.3258, loss: 2.3258, grad_norm: 1.8186 2020-08-18 22:04:37,937 - mmaction - INFO - Epoch [187][440/627] lr: 1.040e-01, eta: 16:42:57, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.4717, top5_acc: 0.7201, loss_cls: 2.2907, loss: 2.2907, grad_norm: 1.7821 2020-08-18 22:05:05,759 - mmaction - INFO - Epoch [187][460/627] lr: 1.040e-01, eta: 16:42:30, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.4742, top5_acc: 0.7081, loss_cls: 2.3355, loss: 2.3355, grad_norm: 1.8351 2020-08-18 22:05:32,877 - mmaction - INFO - Epoch [187][480/627] lr: 1.040e-01, eta: 16:42:02, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4707, top5_acc: 0.7098, loss_cls: 2.3357, loss: 2.3357, grad_norm: 1.7889 2020-08-18 22:06:01,277 - mmaction - INFO - Epoch [187][500/627] lr: 1.040e-01, eta: 16:41:34, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4741, top5_acc: 0.7083, loss_cls: 2.3336, loss: 2.3336, grad_norm: 1.7693 2020-08-18 22:06:29,290 - mmaction - INFO - Epoch [187][520/627] lr: 1.040e-01, eta: 16:41:07, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4813, top5_acc: 0.7206, loss_cls: 2.2878, loss: 2.2878, grad_norm: 1.7785 2020-08-18 22:06:57,901 - mmaction - INFO - Epoch [187][540/627] lr: 1.040e-01, eta: 16:40:39, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.4736, top5_acc: 0.7031, loss_cls: 2.3498, loss: 2.3498, grad_norm: 1.7929 2020-08-18 22:07:24,057 - mmaction - INFO - Epoch [187][560/627] lr: 1.040e-01, eta: 16:40:11, time: 1.309, data_time: 0.005, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7210, loss_cls: 2.2843, loss: 2.2843, grad_norm: 1.7967 2020-08-18 22:07:51,314 - mmaction - INFO - Epoch [187][580/627] lr: 1.040e-01, eta: 16:39:43, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.4783, top5_acc: 0.7115, loss_cls: 2.3136, loss: 2.3136, grad_norm: 1.7827 2020-08-18 22:08:19,433 - mmaction - INFO - Epoch [187][600/627] lr: 1.040e-01, eta: 16:39:16, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4746, top5_acc: 0.7112, loss_cls: 2.3182, loss: 2.3182, grad_norm: 1.8029 2020-08-18 22:08:45,830 - mmaction - INFO - Epoch [187][620/627] lr: 1.040e-01, eta: 16:38:48, time: 1.320, data_time: 0.002, memory: 8470, top1_acc: 0.4758, top5_acc: 0.7078, loss_cls: 2.3461, loss: 2.3461, grad_norm: 1.7928 2020-08-18 22:09:30,175 - mmaction - INFO - Epoch [188][20/627] lr: 1.013e-01, eta: 16:38:09, time: 1.776, data_time: 0.591, memory: 8470, top1_acc: 0.4708, top5_acc: 0.7082, loss_cls: 2.3150, loss: 2.3150, grad_norm: 1.7676 2020-08-18 22:09:55,921 - mmaction - INFO - Epoch [188][40/627] lr: 1.013e-01, eta: 16:37:41, time: 1.289, data_time: 0.006, memory: 8470, top1_acc: 0.4823, top5_acc: 0.7165, loss_cls: 2.2859, loss: 2.2859, grad_norm: 1.7761 2020-08-18 22:10:21,519 - mmaction - INFO - Epoch [188][60/627] lr: 1.013e-01, eta: 16:37:13, time: 1.278, data_time: 0.006, memory: 8470, top1_acc: 0.4827, top5_acc: 0.7277, loss_cls: 2.2487, loss: 2.2487, grad_norm: 1.7790 2020-08-18 22:10:47,658 - mmaction - INFO - Epoch [188][80/627] lr: 1.013e-01, eta: 16:36:44, time: 1.310, data_time: 0.007, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7214, loss_cls: 2.2641, loss: 2.2641, grad_norm: 1.7742 2020-08-18 22:11:15,266 - mmaction - INFO - Epoch [188][100/627] lr: 1.013e-01, eta: 16:36:17, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.4934, top5_acc: 0.7249, loss_cls: 2.2326, loss: 2.2326, grad_norm: 1.7640 2020-08-18 22:11:42,698 - mmaction - INFO - Epoch [188][120/627] lr: 1.013e-01, eta: 16:35:49, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7349, loss_cls: 2.1823, loss: 2.1823, grad_norm: 1.7914 2020-08-18 22:12:11,480 - mmaction - INFO - Epoch [188][140/627] lr: 1.013e-01, eta: 16:35:21, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4703, top5_acc: 0.7171, loss_cls: 2.2992, loss: 2.2992, grad_norm: 1.8384 2020-08-18 22:12:37,838 - mmaction - INFO - Epoch [188][160/627] lr: 1.013e-01, eta: 16:34:53, time: 1.320, data_time: 0.005, memory: 8470, top1_acc: 0.4780, top5_acc: 0.7214, loss_cls: 2.2880, loss: 2.2880, grad_norm: 1.7864 2020-08-18 22:13:06,269 - mmaction - INFO - Epoch [188][180/627] lr: 1.013e-01, eta: 16:34:26, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.4801, top5_acc: 0.7163, loss_cls: 2.2921, loss: 2.2921, grad_norm: 1.8455 2020-08-18 22:13:33,081 - mmaction - INFO - Epoch [188][200/627] lr: 1.013e-01, eta: 16:33:58, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.4790, top5_acc: 0.7137, loss_cls: 2.3027, loss: 2.3027, grad_norm: 1.8093 2020-08-18 22:14:00,016 - mmaction - INFO - Epoch [188][220/627] lr: 1.013e-01, eta: 16:33:30, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.4816, top5_acc: 0.7158, loss_cls: 2.3048, loss: 2.3048, grad_norm: 1.8043 2020-08-18 22:14:26,954 - mmaction - INFO - Epoch [188][240/627] lr: 1.013e-01, eta: 16:33:02, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.4767, top5_acc: 0.7129, loss_cls: 2.3186, loss: 2.3186, grad_norm: 1.8054 2020-08-18 22:14:54,712 - mmaction - INFO - Epoch [188][260/627] lr: 1.013e-01, eta: 16:32:34, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.4867, top5_acc: 0.7217, loss_cls: 2.2667, loss: 2.2667, grad_norm: 1.7729 2020-08-18 22:15:25,084 - mmaction - INFO - Epoch [188][280/627] lr: 1.013e-01, eta: 16:32:07, time: 1.517, data_time: 0.005, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7133, loss_cls: 2.3052, loss: 2.3052, grad_norm: 1.8176 2020-08-18 22:15:51,865 - mmaction - INFO - Epoch [188][300/627] lr: 1.013e-01, eta: 16:31:39, time: 1.340, data_time: 0.005, memory: 8470, top1_acc: 0.4882, top5_acc: 0.7230, loss_cls: 2.2641, loss: 2.2641, grad_norm: 1.7770 2020-08-18 22:16:19,686 - mmaction - INFO - Epoch [188][320/627] lr: 1.013e-01, eta: 16:31:12, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.4661, top5_acc: 0.7112, loss_cls: 2.3568, loss: 2.3568, grad_norm: 1.7940 2020-08-18 22:16:48,336 - mmaction - INFO - Epoch [188][340/627] lr: 1.013e-01, eta: 16:30:44, time: 1.436, data_time: 0.007, memory: 8470, top1_acc: 0.4887, top5_acc: 0.7289, loss_cls: 2.2506, loss: 2.2506, grad_norm: 1.8215 2020-08-18 22:17:16,170 - mmaction - INFO - Epoch [188][360/627] lr: 1.013e-01, eta: 16:30:17, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.4690, top5_acc: 0.7142, loss_cls: 2.3321, loss: 2.3321, grad_norm: 1.8077 2020-08-18 22:17:45,310 - mmaction - INFO - Epoch [188][380/627] lr: 1.013e-01, eta: 16:29:50, time: 1.457, data_time: 0.003, memory: 8470, top1_acc: 0.4810, top5_acc: 0.7109, loss_cls: 2.3151, loss: 2.3151, grad_norm: 1.8018 2020-08-18 22:18:12,123 - mmaction - INFO - Epoch [188][400/627] lr: 1.013e-01, eta: 16:29:22, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.4750, top5_acc: 0.7159, loss_cls: 2.3076, loss: 2.3076, grad_norm: 1.8022 2020-08-18 22:18:41,070 - mmaction - INFO - Epoch [188][420/627] lr: 1.013e-01, eta: 16:28:54, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.4826, top5_acc: 0.7182, loss_cls: 2.2814, loss: 2.2814, grad_norm: 1.8106 2020-08-18 22:19:07,563 - mmaction - INFO - Epoch [188][440/627] lr: 1.013e-01, eta: 16:28:26, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2554, loss: 2.2554, grad_norm: 1.7837 2020-08-18 22:19:35,940 - mmaction - INFO - Epoch [188][460/627] lr: 1.013e-01, eta: 16:27:59, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.4720, top5_acc: 0.7086, loss_cls: 2.3390, loss: 2.3390, grad_norm: 1.8036 2020-08-18 22:20:03,919 - mmaction - INFO - Epoch [188][480/627] lr: 1.013e-01, eta: 16:27:31, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4686, top5_acc: 0.7150, loss_cls: 2.3232, loss: 2.3232, grad_norm: 1.8052 2020-08-18 22:20:33,604 - mmaction - INFO - Epoch [188][500/627] lr: 1.013e-01, eta: 16:27:04, time: 1.484, data_time: 0.003, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7096, loss_cls: 2.3153, loss: 2.3153, grad_norm: 1.7881 2020-08-18 22:21:02,604 - mmaction - INFO - Epoch [188][520/627] lr: 1.013e-01, eta: 16:26:37, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7174, loss_cls: 2.2775, loss: 2.2775, grad_norm: 1.8019 2020-08-18 22:21:31,432 - mmaction - INFO - Epoch [188][540/627] lr: 1.013e-01, eta: 16:26:10, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.4818, top5_acc: 0.7195, loss_cls: 2.2847, loss: 2.2847, grad_norm: 1.7876 2020-08-18 22:22:01,694 - mmaction - INFO - Epoch [188][560/627] lr: 1.013e-01, eta: 16:25:43, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.4707, top5_acc: 0.7013, loss_cls: 2.3792, loss: 2.3792, grad_norm: 1.8190 2020-08-18 22:22:30,256 - mmaction - INFO - Epoch [188][580/627] lr: 1.013e-01, eta: 16:25:15, time: 1.431, data_time: 0.007, memory: 8470, top1_acc: 0.4837, top5_acc: 0.7152, loss_cls: 2.2781, loss: 2.2781, grad_norm: 1.7703 2020-08-18 22:23:00,678 - mmaction - INFO - Epoch [188][600/627] lr: 1.013e-01, eta: 16:24:49, time: 1.520, data_time: 0.006, memory: 8470, top1_acc: 0.4711, top5_acc: 0.7100, loss_cls: 2.3358, loss: 2.3358, grad_norm: 1.8296 2020-08-18 22:23:29,333 - mmaction - INFO - Epoch [188][620/627] lr: 1.013e-01, eta: 16:24:21, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.4758, top5_acc: 0.7129, loss_cls: 2.3134, loss: 2.3134, grad_norm: 1.8199 2020-08-18 22:23:38,283 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-08-18 22:24:11,354 - mmaction - INFO - Epoch [189][20/627] lr: 9.853e-02, eta: 16:23:42, time: 1.563, data_time: 0.333, memory: 8470, top1_acc: 0.4753, top5_acc: 0.7072, loss_cls: 2.3309, loss: 2.3309, grad_norm: 1.7879 2020-08-18 22:24:40,375 - mmaction - INFO - Epoch [189][40/627] lr: 9.853e-02, eta: 16:23:15, time: 1.451, data_time: 0.002, memory: 8470, top1_acc: 0.4895, top5_acc: 0.7281, loss_cls: 2.2212, loss: 2.2212, grad_norm: 1.7869 2020-08-18 22:25:09,106 - mmaction - INFO - Epoch [189][60/627] lr: 9.853e-02, eta: 16:22:47, time: 1.437, data_time: 0.004, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7178, loss_cls: 2.2991, loss: 2.2991, grad_norm: 1.8243 2020-08-18 22:25:38,510 - mmaction - INFO - Epoch [189][80/627] lr: 9.853e-02, eta: 16:22:20, time: 1.469, data_time: 0.002, memory: 8470, top1_acc: 0.4836, top5_acc: 0.7233, loss_cls: 2.2614, loss: 2.2614, grad_norm: 1.7852 2020-08-18 22:26:08,283 - mmaction - INFO - Epoch [189][100/627] lr: 9.853e-02, eta: 16:21:53, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.4913, top5_acc: 0.7156, loss_cls: 2.2435, loss: 2.2435, grad_norm: 1.7709 2020-08-18 22:26:37,728 - mmaction - INFO - Epoch [189][120/627] lr: 9.853e-02, eta: 16:21:26, time: 1.475, data_time: 0.006, memory: 8470, top1_acc: 0.4904, top5_acc: 0.7245, loss_cls: 2.2629, loss: 2.2629, grad_norm: 1.8439 2020-08-18 22:27:08,201 - mmaction - INFO - Epoch [189][140/627] lr: 9.853e-02, eta: 16:20:59, time: 1.523, data_time: 0.005, memory: 8470, top1_acc: 0.4734, top5_acc: 0.7182, loss_cls: 2.2990, loss: 2.2990, grad_norm: 1.8004 2020-08-18 22:27:37,915 - mmaction - INFO - Epoch [189][160/627] lr: 9.853e-02, eta: 16:20:32, time: 1.485, data_time: 0.007, memory: 8470, top1_acc: 0.4872, top5_acc: 0.7206, loss_cls: 2.2307, loss: 2.2307, grad_norm: 1.8113 2020-08-18 22:28:07,946 - mmaction - INFO - Epoch [189][180/627] lr: 9.853e-02, eta: 16:20:06, time: 1.502, data_time: 0.005, memory: 8470, top1_acc: 0.4852, top5_acc: 0.7230, loss_cls: 2.2582, loss: 2.2582, grad_norm: 1.8360 2020-08-18 22:28:36,420 - mmaction - INFO - Epoch [189][200/627] lr: 9.853e-02, eta: 16:19:38, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7125, loss_cls: 2.3246, loss: 2.3246, grad_norm: 1.8261 2020-08-18 22:29:06,127 - mmaction - INFO - Epoch [189][220/627] lr: 9.853e-02, eta: 16:19:11, time: 1.485, data_time: 0.002, memory: 8470, top1_acc: 0.4807, top5_acc: 0.7172, loss_cls: 2.3103, loss: 2.3103, grad_norm: 1.8238 2020-08-18 22:29:35,131 - mmaction - INFO - Epoch [189][240/627] lr: 9.853e-02, eta: 16:18:44, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.4879, top5_acc: 0.7305, loss_cls: 2.2336, loss: 2.2336, grad_norm: 1.8035 2020-08-18 22:30:04,643 - mmaction - INFO - Epoch [189][260/627] lr: 9.853e-02, eta: 16:18:17, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.4797, top5_acc: 0.7147, loss_cls: 2.2920, loss: 2.2920, grad_norm: 1.8280 2020-08-18 22:30:34,657 - mmaction - INFO - Epoch [189][280/627] lr: 9.853e-02, eta: 16:17:50, time: 1.500, data_time: 0.002, memory: 8470, top1_acc: 0.4853, top5_acc: 0.7243, loss_cls: 2.2527, loss: 2.2527, grad_norm: 1.8409 2020-08-18 22:31:03,940 - mmaction - INFO - Epoch [189][300/627] lr: 9.853e-02, eta: 16:17:23, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.4874, top5_acc: 0.7217, loss_cls: 2.2399, loss: 2.2399, grad_norm: 1.7954 2020-08-18 22:31:33,808 - mmaction - INFO - Epoch [189][320/627] lr: 9.853e-02, eta: 16:16:56, time: 1.496, data_time: 0.006, memory: 8470, top1_acc: 0.4878, top5_acc: 0.7230, loss_cls: 2.2540, loss: 2.2540, grad_norm: 1.8095 2020-08-18 22:32:02,935 - mmaction - INFO - Epoch [189][340/627] lr: 9.853e-02, eta: 16:16:29, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4868, top5_acc: 0.7264, loss_cls: 2.2217, loss: 2.2217, grad_norm: 1.8001 2020-08-18 22:32:31,922 - mmaction - INFO - Epoch [189][360/627] lr: 9.853e-02, eta: 16:16:02, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.4768, top5_acc: 0.7189, loss_cls: 2.3252, loss: 2.3252, grad_norm: 1.8597 2020-08-18 22:33:01,139 - mmaction - INFO - Epoch [189][380/627] lr: 9.853e-02, eta: 16:15:34, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.4815, top5_acc: 0.7124, loss_cls: 2.3037, loss: 2.3037, grad_norm: 1.7961 2020-08-18 22:33:29,894 - mmaction - INFO - Epoch [189][400/627] lr: 9.853e-02, eta: 16:15:07, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4792, top5_acc: 0.7150, loss_cls: 2.2887, loss: 2.2887, grad_norm: 1.8429 2020-08-18 22:33:59,316 - mmaction - INFO - Epoch [189][420/627] lr: 9.853e-02, eta: 16:14:40, time: 1.471, data_time: 0.004, memory: 8470, top1_acc: 0.4711, top5_acc: 0.7121, loss_cls: 2.3175, loss: 2.3175, grad_norm: 1.8197 2020-08-18 22:34:29,012 - mmaction - INFO - Epoch [189][440/627] lr: 9.853e-02, eta: 16:14:13, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.4776, top5_acc: 0.7155, loss_cls: 2.3099, loss: 2.3099, grad_norm: 1.8330 2020-08-18 22:34:58,520 - mmaction - INFO - Epoch [189][460/627] lr: 9.853e-02, eta: 16:13:46, time: 1.473, data_time: 0.006, memory: 8470, top1_acc: 0.4759, top5_acc: 0.7143, loss_cls: 2.2803, loss: 2.2803, grad_norm: 1.8230 2020-08-18 22:35:26,813 - mmaction - INFO - Epoch [189][480/627] lr: 9.853e-02, eta: 16:13:18, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.4861, top5_acc: 0.7185, loss_cls: 2.2885, loss: 2.2885, grad_norm: 1.8226 2020-08-18 22:35:56,548 - mmaction - INFO - Epoch [189][500/627] lr: 9.853e-02, eta: 16:12:51, time: 1.485, data_time: 0.006, memory: 8470, top1_acc: 0.4760, top5_acc: 0.7133, loss_cls: 2.3095, loss: 2.3095, grad_norm: 1.8223 2020-08-18 22:36:26,041 - mmaction - INFO - Epoch [189][520/627] lr: 9.853e-02, eta: 16:12:24, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.4773, top5_acc: 0.7155, loss_cls: 2.3052, loss: 2.3052, grad_norm: 1.8381 2020-08-18 22:36:54,959 - mmaction - INFO - Epoch [189][540/627] lr: 9.853e-02, eta: 16:11:57, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.4784, top5_acc: 0.7108, loss_cls: 2.2974, loss: 2.2974, grad_norm: 1.8211 2020-08-18 22:37:25,581 - mmaction - INFO - Epoch [189][560/627] lr: 9.853e-02, eta: 16:11:30, time: 1.533, data_time: 0.006, memory: 8470, top1_acc: 0.4855, top5_acc: 0.7161, loss_cls: 2.2809, loss: 2.2809, grad_norm: 1.8179 2020-08-18 22:37:53,507 - mmaction - INFO - Epoch [189][580/627] lr: 9.853e-02, eta: 16:11:03, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.4805, top5_acc: 0.7206, loss_cls: 2.2803, loss: 2.2803, grad_norm: 1.8540 2020-08-18 22:38:23,304 - mmaction - INFO - Epoch [189][600/627] lr: 9.853e-02, eta: 16:10:36, time: 1.490, data_time: 0.007, memory: 8470, top1_acc: 0.4832, top5_acc: 0.7169, loss_cls: 2.2855, loss: 2.2855, grad_norm: 1.7991 2020-08-18 22:38:52,721 - mmaction - INFO - Epoch [189][620/627] lr: 9.853e-02, eta: 16:10:09, time: 1.471, data_time: 0.002, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7243, loss_cls: 2.2651, loss: 2.2651, grad_norm: 1.7904 2020-08-18 22:39:33,960 - mmaction - INFO - Epoch [190][20/627] lr: 9.582e-02, eta: 16:09:29, time: 1.613, data_time: 0.374, memory: 8470, top1_acc: 0.4884, top5_acc: 0.7204, loss_cls: 2.2687, loss: 2.2687, grad_norm: 1.8438 2020-08-18 22:40:01,866 - mmaction - INFO - Epoch [190][40/627] lr: 9.582e-02, eta: 16:09:02, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4764, top5_acc: 0.7139, loss_cls: 2.2955, loss: 2.2955, grad_norm: 1.8251 2020-08-18 22:40:31,336 - mmaction - INFO - Epoch [190][60/627] lr: 9.582e-02, eta: 16:08:35, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.4861, top5_acc: 0.7224, loss_cls: 2.2472, loss: 2.2472, grad_norm: 1.8187 2020-08-18 22:40:59,719 - mmaction - INFO - Epoch [190][80/627] lr: 9.582e-02, eta: 16:08:07, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7241, loss_cls: 2.2467, loss: 2.2467, grad_norm: 1.8369 2020-08-18 22:41:28,878 - mmaction - INFO - Epoch [190][100/627] lr: 9.582e-02, eta: 16:07:40, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.4801, top5_acc: 0.7176, loss_cls: 2.2880, loss: 2.2880, grad_norm: 1.8371 2020-08-18 22:41:56,407 - mmaction - INFO - Epoch [190][120/627] lr: 9.582e-02, eta: 16:07:12, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.4906, top5_acc: 0.7290, loss_cls: 2.2071, loss: 2.2071, grad_norm: 1.7955 2020-08-18 22:42:25,397 - mmaction - INFO - Epoch [190][140/627] lr: 9.582e-02, eta: 16:06:45, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7310, loss_cls: 2.2027, loss: 2.2027, grad_norm: 1.8250 2020-08-18 22:42:54,314 - mmaction - INFO - Epoch [190][160/627] lr: 9.582e-02, eta: 16:06:18, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7281, loss_cls: 2.2281, loss: 2.2281, grad_norm: 1.8418 2020-08-18 22:43:22,581 - mmaction - INFO - Epoch [190][180/627] lr: 9.582e-02, eta: 16:05:50, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.4833, top5_acc: 0.7203, loss_cls: 2.2580, loss: 2.2580, grad_norm: 1.8424 2020-08-18 22:43:50,788 - mmaction - INFO - Epoch [190][200/627] lr: 9.582e-02, eta: 16:05:23, time: 1.410, data_time: 0.007, memory: 8470, top1_acc: 0.4858, top5_acc: 0.7152, loss_cls: 2.2639, loss: 2.2639, grad_norm: 1.8749 2020-08-18 22:44:19,704 - mmaction - INFO - Epoch [190][220/627] lr: 9.582e-02, eta: 16:04:55, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7221, loss_cls: 2.2683, loss: 2.2683, grad_norm: 1.8349 2020-08-18 22:44:48,699 - mmaction - INFO - Epoch [190][240/627] lr: 9.582e-02, eta: 16:04:28, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.4841, top5_acc: 0.7190, loss_cls: 2.2783, loss: 2.2783, grad_norm: 1.8244 2020-08-18 22:45:16,711 - mmaction - INFO - Epoch [190][260/627] lr: 9.582e-02, eta: 16:04:01, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.4812, top5_acc: 0.7134, loss_cls: 2.2741, loss: 2.2741, grad_norm: 1.8203 2020-08-18 22:45:45,947 - mmaction - INFO - Epoch [190][280/627] lr: 9.582e-02, eta: 16:03:33, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.4833, top5_acc: 0.7198, loss_cls: 2.2756, loss: 2.2756, grad_norm: 1.8457 2020-08-18 22:46:14,370 - mmaction - INFO - Epoch [190][300/627] lr: 9.582e-02, eta: 16:03:06, time: 1.421, data_time: 0.003, memory: 8470, top1_acc: 0.4882, top5_acc: 0.7242, loss_cls: 2.2549, loss: 2.2549, grad_norm: 1.8092 2020-08-18 22:46:44,717 - mmaction - INFO - Epoch [190][320/627] lr: 9.582e-02, eta: 16:02:39, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7260, loss_cls: 2.2582, loss: 2.2582, grad_norm: 1.8297 2020-08-18 22:47:12,014 - mmaction - INFO - Epoch [190][340/627] lr: 9.582e-02, eta: 16:02:11, time: 1.456, data_time: 0.095, memory: 8470, top1_acc: 0.4900, top5_acc: 0.7285, loss_cls: 2.2270, loss: 2.2270, grad_norm: 1.8206 2020-08-18 22:47:40,426 - mmaction - INFO - Epoch [190][360/627] lr: 9.582e-02, eta: 16:01:44, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4809, top5_acc: 0.7155, loss_cls: 2.2625, loss: 2.2625, grad_norm: 1.8554 2020-08-18 22:48:08,761 - mmaction - INFO - Epoch [190][380/627] lr: 9.582e-02, eta: 16:01:16, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.4861, top5_acc: 0.7197, loss_cls: 2.2751, loss: 2.2751, grad_norm: 1.8578 2020-08-18 22:48:36,848 - mmaction - INFO - Epoch [190][400/627] lr: 9.582e-02, eta: 16:00:49, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.4832, top5_acc: 0.7225, loss_cls: 2.2706, loss: 2.2706, grad_norm: 1.8499 2020-08-18 22:49:05,690 - mmaction - INFO - Epoch [190][420/627] lr: 9.582e-02, eta: 16:00:21, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.4764, top5_acc: 0.7168, loss_cls: 2.2821, loss: 2.2821, grad_norm: 1.8134 2020-08-18 22:49:34,139 - mmaction - INFO - Epoch [190][440/627] lr: 9.582e-02, eta: 15:59:54, time: 1.424, data_time: 0.007, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7262, loss_cls: 2.2641, loss: 2.2641, grad_norm: 1.8638 2020-08-18 22:50:02,473 - mmaction - INFO - Epoch [190][460/627] lr: 9.582e-02, eta: 15:59:27, time: 1.418, data_time: 0.007, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7232, loss_cls: 2.2365, loss: 2.2365, grad_norm: 1.8165 2020-08-18 22:50:29,861 - mmaction - INFO - Epoch [190][480/627] lr: 9.582e-02, eta: 15:58:59, time: 1.370, data_time: 0.003, memory: 8470, top1_acc: 0.4878, top5_acc: 0.7181, loss_cls: 2.2681, loss: 2.2681, grad_norm: 1.8014 2020-08-18 22:50:58,255 - mmaction - INFO - Epoch [190][500/627] lr: 9.582e-02, eta: 15:58:31, time: 1.420, data_time: 0.002, memory: 8470, top1_acc: 0.4845, top5_acc: 0.7236, loss_cls: 2.2949, loss: 2.2949, grad_norm: 1.8786 2020-08-18 22:51:26,908 - mmaction - INFO - Epoch [190][520/627] lr: 9.582e-02, eta: 15:58:04, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.4889, top5_acc: 0.7135, loss_cls: 2.2810, loss: 2.2810, grad_norm: 1.7963 2020-08-18 22:51:55,673 - mmaction - INFO - Epoch [190][540/627] lr: 9.582e-02, eta: 15:57:36, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.4901, top5_acc: 0.7203, loss_cls: 2.2546, loss: 2.2546, grad_norm: 1.8370 2020-08-18 22:52:24,410 - mmaction - INFO - Epoch [190][560/627] lr: 9.582e-02, eta: 15:57:09, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.4944, top5_acc: 0.7233, loss_cls: 2.2644, loss: 2.2644, grad_norm: 1.8464 2020-08-18 22:52:52,029 - mmaction - INFO - Epoch [190][580/627] lr: 9.582e-02, eta: 15:56:41, time: 1.384, data_time: 0.007, memory: 8470, top1_acc: 0.4686, top5_acc: 0.7078, loss_cls: 2.3645, loss: 2.3645, grad_norm: 1.8773 2020-08-18 22:53:20,605 - mmaction - INFO - Epoch [190][600/627] lr: 9.582e-02, eta: 15:56:14, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.4858, top5_acc: 0.7130, loss_cls: 2.3026, loss: 2.3026, grad_norm: 1.8263 2020-08-18 22:53:49,294 - mmaction - INFO - Epoch [190][620/627] lr: 9.582e-02, eta: 15:55:47, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.4893, top5_acc: 0.7275, loss_cls: 2.2509, loss: 2.2509, grad_norm: 1.8157 2020-08-18 22:54:30,336 - mmaction - INFO - Epoch [191][20/627] lr: 9.314e-02, eta: 15:55:07, time: 1.613, data_time: 0.405, memory: 8470, top1_acc: 0.4823, top5_acc: 0.7241, loss_cls: 2.2525, loss: 2.2525, grad_norm: 1.8402 2020-08-18 22:54:58,300 - mmaction - INFO - Epoch [191][40/627] lr: 9.314e-02, eta: 15:54:40, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4858, top5_acc: 0.7289, loss_cls: 2.2480, loss: 2.2480, grad_norm: 1.8302 2020-08-18 22:55:26,017 - mmaction - INFO - Epoch [191][60/627] lr: 9.314e-02, eta: 15:54:12, time: 1.383, data_time: 0.004, memory: 8470, top1_acc: 0.4987, top5_acc: 0.7273, loss_cls: 2.2272, loss: 2.2272, grad_norm: 1.8413 2020-08-18 22:55:54,809 - mmaction - INFO - Epoch [191][80/627] lr: 9.314e-02, eta: 15:53:45, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2592, loss: 2.2592, grad_norm: 1.8318 2020-08-18 22:56:22,825 - mmaction - INFO - Epoch [191][100/627] lr: 9.314e-02, eta: 15:53:17, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.4870, top5_acc: 0.7212, loss_cls: 2.2485, loss: 2.2485, grad_norm: 1.8297 2020-08-18 22:56:51,136 - mmaction - INFO - Epoch [191][120/627] lr: 9.314e-02, eta: 15:52:50, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.4937, top5_acc: 0.7336, loss_cls: 2.2125, loss: 2.2125, grad_norm: 1.8275 2020-08-18 22:57:19,273 - mmaction - INFO - Epoch [191][140/627] lr: 9.314e-02, eta: 15:52:22, time: 1.404, data_time: 0.004, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7271, loss_cls: 2.2121, loss: 2.2121, grad_norm: 1.8167 2020-08-18 22:57:48,062 - mmaction - INFO - Epoch [191][160/627] lr: 9.314e-02, eta: 15:51:55, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.4850, top5_acc: 0.7268, loss_cls: 2.2396, loss: 2.2396, grad_norm: 1.8297 2020-08-18 22:58:17,143 - mmaction - INFO - Epoch [191][180/627] lr: 9.314e-02, eta: 15:51:28, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7181, loss_cls: 2.2737, loss: 2.2737, grad_norm: 1.8612 2020-08-18 22:58:45,023 - mmaction - INFO - Epoch [191][200/627] lr: 9.314e-02, eta: 15:51:00, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.4762, top5_acc: 0.7134, loss_cls: 2.2968, loss: 2.2968, grad_norm: 1.8353 2020-08-18 22:59:14,142 - mmaction - INFO - Epoch [191][220/627] lr: 9.314e-02, eta: 15:50:33, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.4846, top5_acc: 0.7148, loss_cls: 2.2996, loss: 2.2996, grad_norm: 1.8378 2020-08-18 22:59:42,522 - mmaction - INFO - Epoch [191][240/627] lr: 9.314e-02, eta: 15:50:05, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.4940, top5_acc: 0.7299, loss_cls: 2.2208, loss: 2.2208, grad_norm: 1.8514 2020-08-18 23:00:17,034 - mmaction - INFO - Epoch [191][260/627] lr: 9.314e-02, eta: 15:49:40, time: 1.714, data_time: 0.006, memory: 8470, top1_acc: 0.4850, top5_acc: 0.7194, loss_cls: 2.2763, loss: 2.2763, grad_norm: 1.8668 2020-08-18 23:00:43,542 - mmaction - INFO - Epoch [191][280/627] lr: 9.314e-02, eta: 15:49:12, time: 1.336, data_time: 0.020, memory: 8470, top1_acc: 0.4803, top5_acc: 0.7219, loss_cls: 2.2724, loss: 2.2724, grad_norm: 1.8798 2020-08-18 23:01:11,789 - mmaction - INFO - Epoch [191][300/627] lr: 9.314e-02, eta: 15:48:44, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4918, top5_acc: 0.7199, loss_cls: 2.2545, loss: 2.2545, grad_norm: 1.8302 2020-08-18 23:01:40,043 - mmaction - INFO - Epoch [191][320/627] lr: 9.314e-02, eta: 15:48:17, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4928, top5_acc: 0.7316, loss_cls: 2.2145, loss: 2.2145, grad_norm: 1.8385 2020-08-18 23:02:08,643 - mmaction - INFO - Epoch [191][340/627] lr: 9.314e-02, eta: 15:47:49, time: 1.431, data_time: 0.004, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7314, loss_cls: 2.2402, loss: 2.2402, grad_norm: 1.8219 2020-08-18 23:02:36,783 - mmaction - INFO - Epoch [191][360/627] lr: 9.314e-02, eta: 15:47:22, time: 1.404, data_time: 0.004, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7214, loss_cls: 2.2554, loss: 2.2554, grad_norm: 1.8392 2020-08-18 23:03:04,486 - mmaction - INFO - Epoch [191][380/627] lr: 9.314e-02, eta: 15:46:54, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.4857, top5_acc: 0.7203, loss_cls: 2.2690, loss: 2.2690, grad_norm: 1.8518 2020-08-18 23:03:33,351 - mmaction - INFO - Epoch [191][400/627] lr: 9.314e-02, eta: 15:46:27, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.4814, top5_acc: 0.7094, loss_cls: 2.3053, loss: 2.3053, grad_norm: 1.8481 2020-08-18 23:04:01,761 - mmaction - INFO - Epoch [191][420/627] lr: 9.314e-02, eta: 15:45:59, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.4941, top5_acc: 0.7281, loss_cls: 2.2461, loss: 2.2461, grad_norm: 1.8457 2020-08-18 23:04:30,227 - mmaction - INFO - Epoch [191][440/627] lr: 9.314e-02, eta: 15:45:32, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.4810, top5_acc: 0.7156, loss_cls: 2.3119, loss: 2.3119, grad_norm: 1.8604 2020-08-18 23:05:00,116 - mmaction - INFO - Epoch [191][460/627] lr: 9.314e-02, eta: 15:45:05, time: 1.493, data_time: 0.005, memory: 8470, top1_acc: 0.4895, top5_acc: 0.7204, loss_cls: 2.2675, loss: 2.2675, grad_norm: 1.8368 2020-08-18 23:05:28,560 - mmaction - INFO - Epoch [191][480/627] lr: 9.314e-02, eta: 15:44:37, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.4798, top5_acc: 0.7202, loss_cls: 2.2725, loss: 2.2725, grad_norm: 1.8757 2020-08-18 23:05:56,492 - mmaction - INFO - Epoch [191][500/627] lr: 9.314e-02, eta: 15:44:10, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.4811, top5_acc: 0.7121, loss_cls: 2.2879, loss: 2.2879, grad_norm: 1.8416 2020-08-18 23:06:24,739 - mmaction - INFO - Epoch [191][520/627] lr: 9.314e-02, eta: 15:43:42, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.4793, top5_acc: 0.7177, loss_cls: 2.2952, loss: 2.2952, grad_norm: 1.8408 2020-08-18 23:06:53,026 - mmaction - INFO - Epoch [191][540/627] lr: 9.314e-02, eta: 15:43:15, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.4884, top5_acc: 0.7229, loss_cls: 2.2622, loss: 2.2622, grad_norm: 1.8482 2020-08-18 23:07:21,345 - mmaction - INFO - Epoch [191][560/627] lr: 9.314e-02, eta: 15:42:47, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7277, loss_cls: 2.2316, loss: 2.2316, grad_norm: 1.8363 2020-08-18 23:07:49,532 - mmaction - INFO - Epoch [191][580/627] lr: 9.314e-02, eta: 15:42:19, time: 1.409, data_time: 0.008, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7142, loss_cls: 2.2790, loss: 2.2790, grad_norm: 1.8550 2020-08-18 23:08:18,626 - mmaction - INFO - Epoch [191][600/627] lr: 9.314e-02, eta: 15:41:52, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7266, loss_cls: 2.2304, loss: 2.2304, grad_norm: 1.8307 2020-08-18 23:08:46,327 - mmaction - INFO - Epoch [191][620/627] lr: 9.314e-02, eta: 15:41:25, time: 1.387, data_time: 0.004, memory: 8470, top1_acc: 0.4915, top5_acc: 0.7342, loss_cls: 2.2125, loss: 2.2125, grad_norm: 1.8678 2020-08-18 23:09:30,688 - mmaction - INFO - Epoch [192][20/627] lr: 9.049e-02, eta: 15:40:46, time: 1.740, data_time: 0.577, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7186, loss_cls: 2.2509, loss: 2.2509, grad_norm: 1.8315 2020-08-18 23:09:57,991 - mmaction - INFO - Epoch [192][40/627] lr: 9.049e-02, eta: 15:40:18, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7203, loss_cls: 2.2485, loss: 2.2485, grad_norm: 1.8738 2020-08-18 23:10:25,617 - mmaction - INFO - Epoch [192][60/627] lr: 9.049e-02, eta: 15:39:51, time: 1.379, data_time: 0.004, memory: 8470, top1_acc: 0.4921, top5_acc: 0.7268, loss_cls: 2.2127, loss: 2.2127, grad_norm: 1.8547 2020-08-18 23:10:53,865 - mmaction - INFO - Epoch [192][80/627] lr: 9.049e-02, eta: 15:39:23, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2529, loss: 2.2529, grad_norm: 1.9001 2020-08-18 23:11:22,053 - mmaction - INFO - Epoch [192][100/627] lr: 9.049e-02, eta: 15:38:56, time: 1.408, data_time: 0.004, memory: 8470, top1_acc: 0.4917, top5_acc: 0.7266, loss_cls: 2.2175, loss: 2.2175, grad_norm: 1.8575 2020-08-18 23:11:49,768 - mmaction - INFO - Epoch [192][120/627] lr: 9.049e-02, eta: 15:38:28, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.4952, top5_acc: 0.7331, loss_cls: 2.1893, loss: 2.1893, grad_norm: 1.8320 2020-08-18 23:12:18,321 - mmaction - INFO - Epoch [192][140/627] lr: 9.049e-02, eta: 15:38:00, time: 1.427, data_time: 0.002, memory: 8470, top1_acc: 0.5022, top5_acc: 0.7221, loss_cls: 2.2182, loss: 2.2182, grad_norm: 1.8655 2020-08-18 23:12:46,543 - mmaction - INFO - Epoch [192][160/627] lr: 9.049e-02, eta: 15:37:33, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.4840, top5_acc: 0.7210, loss_cls: 2.2729, loss: 2.2729, grad_norm: 1.8763 2020-08-18 23:13:14,659 - mmaction - INFO - Epoch [192][180/627] lr: 9.049e-02, eta: 15:37:05, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7234, loss_cls: 2.2440, loss: 2.2440, grad_norm: 1.8349 2020-08-18 23:13:42,476 - mmaction - INFO - Epoch [192][200/627] lr: 9.049e-02, eta: 15:36:38, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.4888, top5_acc: 0.7294, loss_cls: 2.2190, loss: 2.2190, grad_norm: 1.8798 2020-08-18 23:14:10,232 - mmaction - INFO - Epoch [192][220/627] lr: 9.049e-02, eta: 15:36:10, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.4779, top5_acc: 0.7207, loss_cls: 2.2829, loss: 2.2829, grad_norm: 1.8972 2020-08-18 23:14:38,933 - mmaction - INFO - Epoch [192][240/627] lr: 9.049e-02, eta: 15:35:43, time: 1.433, data_time: 0.004, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7258, loss_cls: 2.2159, loss: 2.2159, grad_norm: 1.8726 2020-08-18 23:15:06,840 - mmaction - INFO - Epoch [192][260/627] lr: 9.049e-02, eta: 15:35:15, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.4927, top5_acc: 0.7240, loss_cls: 2.2249, loss: 2.2249, grad_norm: 1.8640 2020-08-18 23:15:34,761 - mmaction - INFO - Epoch [192][280/627] lr: 9.049e-02, eta: 15:34:47, time: 1.396, data_time: 0.002, memory: 8470, top1_acc: 0.4906, top5_acc: 0.7279, loss_cls: 2.2266, loss: 2.2266, grad_norm: 1.8693 2020-08-18 23:16:02,958 - mmaction - INFO - Epoch [192][300/627] lr: 9.049e-02, eta: 15:34:20, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.4811, top5_acc: 0.7227, loss_cls: 2.2645, loss: 2.2645, grad_norm: 1.8649 2020-08-18 23:16:31,972 - mmaction - INFO - Epoch [192][320/627] lr: 9.049e-02, eta: 15:33:52, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.4958, top5_acc: 0.7232, loss_cls: 2.2360, loss: 2.2360, grad_norm: 1.8892 2020-08-18 23:16:59,805 - mmaction - INFO - Epoch [192][340/627] lr: 9.049e-02, eta: 15:33:25, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4896, top5_acc: 0.7242, loss_cls: 2.2476, loss: 2.2476, grad_norm: 1.8755 2020-08-18 23:17:27,172 - mmaction - INFO - Epoch [192][360/627] lr: 9.049e-02, eta: 15:32:57, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7221, loss_cls: 2.2227, loss: 2.2227, grad_norm: 1.8494 2020-08-18 23:17:55,962 - mmaction - INFO - Epoch [192][380/627] lr: 9.049e-02, eta: 15:32:30, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.4922, top5_acc: 0.7220, loss_cls: 2.2438, loss: 2.2438, grad_norm: 1.9189 2020-08-18 23:18:24,574 - mmaction - INFO - Epoch [192][400/627] lr: 9.049e-02, eta: 15:32:02, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7198, loss_cls: 2.2191, loss: 2.2191, grad_norm: 1.8840 2020-08-18 23:18:52,269 - mmaction - INFO - Epoch [192][420/627] lr: 9.049e-02, eta: 15:31:34, time: 1.384, data_time: 0.003, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7232, loss_cls: 2.2570, loss: 2.2570, grad_norm: 1.8801 2020-08-18 23:19:20,295 - mmaction - INFO - Epoch [192][440/627] lr: 9.049e-02, eta: 15:31:07, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.4911, top5_acc: 0.7241, loss_cls: 2.2464, loss: 2.2464, grad_norm: 1.8509 2020-08-18 23:19:48,343 - mmaction - INFO - Epoch [192][460/627] lr: 9.049e-02, eta: 15:30:39, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.4919, top5_acc: 0.7206, loss_cls: 2.2601, loss: 2.2601, grad_norm: 1.8641 2020-08-18 23:20:17,002 - mmaction - INFO - Epoch [192][480/627] lr: 9.049e-02, eta: 15:30:12, time: 1.430, data_time: 0.002, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7220, loss_cls: 2.2667, loss: 2.2667, grad_norm: 1.8984 2020-08-18 23:20:45,058 - mmaction - INFO - Epoch [192][500/627] lr: 9.049e-02, eta: 15:29:44, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7232, loss_cls: 2.2506, loss: 2.2506, grad_norm: 1.8420 2020-08-18 23:21:13,365 - mmaction - INFO - Epoch [192][520/627] lr: 9.049e-02, eta: 15:29:17, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.4957, top5_acc: 0.7276, loss_cls: 2.2345, loss: 2.2345, grad_norm: 1.8626 2020-08-18 23:21:41,190 - mmaction - INFO - Epoch [192][540/627] lr: 9.049e-02, eta: 15:28:49, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7322, loss_cls: 2.2015, loss: 2.2015, grad_norm: 1.8432 2020-08-18 23:22:09,073 - mmaction - INFO - Epoch [192][560/627] lr: 9.049e-02, eta: 15:28:21, time: 1.392, data_time: 0.006, memory: 8470, top1_acc: 0.4852, top5_acc: 0.7228, loss_cls: 2.2475, loss: 2.2475, grad_norm: 1.8630 2020-08-18 23:22:37,601 - mmaction - INFO - Epoch [192][580/627] lr: 9.049e-02, eta: 15:27:54, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.4936, top5_acc: 0.7279, loss_cls: 2.2380, loss: 2.2380, grad_norm: 1.8804 2020-08-18 23:23:05,842 - mmaction - INFO - Epoch [192][600/627] lr: 9.049e-02, eta: 15:27:26, time: 1.414, data_time: 0.008, memory: 8470, top1_acc: 0.4848, top5_acc: 0.7212, loss_cls: 2.2483, loss: 2.2483, grad_norm: 1.8768 2020-08-18 23:23:33,706 - mmaction - INFO - Epoch [192][620/627] lr: 9.049e-02, eta: 15:26:59, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7207, loss_cls: 2.2527, loss: 2.2527, grad_norm: 1.8776 2020-08-18 23:23:42,719 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-08-18 23:24:15,863 - mmaction - INFO - Epoch [193][20/627] lr: 8.787e-02, eta: 15:26:19, time: 1.557, data_time: 0.323, memory: 8470, top1_acc: 0.4885, top5_acc: 0.7319, loss_cls: 2.2189, loss: 2.2189, grad_norm: 1.8677 2020-08-18 23:24:43,426 - mmaction - INFO - Epoch [193][40/627] lr: 8.787e-02, eta: 15:25:51, time: 1.381, data_time: 0.007, memory: 8470, top1_acc: 0.4910, top5_acc: 0.7362, loss_cls: 2.2158, loss: 2.2158, grad_norm: 1.9340 2020-08-18 23:25:12,366 - mmaction - INFO - Epoch [193][60/627] lr: 8.787e-02, eta: 15:25:24, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7224, loss_cls: 2.2146, loss: 2.2146, grad_norm: 1.8547 2020-08-18 23:25:40,402 - mmaction - INFO - Epoch [193][80/627] lr: 8.787e-02, eta: 15:24:56, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7275, loss_cls: 2.2151, loss: 2.2151, grad_norm: 1.8586 2020-08-18 23:26:09,747 - mmaction - INFO - Epoch [193][100/627] lr: 8.787e-02, eta: 15:24:29, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.4948, top5_acc: 0.7310, loss_cls: 2.2134, loss: 2.2134, grad_norm: 1.8435 2020-08-18 23:26:38,076 - mmaction - INFO - Epoch [193][120/627] lr: 8.787e-02, eta: 15:24:02, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.4871, top5_acc: 0.7264, loss_cls: 2.2573, loss: 2.2573, grad_norm: 1.9029 2020-08-18 23:27:06,086 - mmaction - INFO - Epoch [193][140/627] lr: 8.787e-02, eta: 15:23:34, time: 1.400, data_time: 0.002, memory: 8470, top1_acc: 0.4999, top5_acc: 0.7293, loss_cls: 2.1911, loss: 2.1911, grad_norm: 1.8756 2020-08-18 23:27:34,492 - mmaction - INFO - Epoch [193][160/627] lr: 8.787e-02, eta: 15:23:07, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7310, loss_cls: 2.2433, loss: 2.2433, grad_norm: 1.8841 2020-08-18 23:28:03,188 - mmaction - INFO - Epoch [193][180/627] lr: 8.787e-02, eta: 15:22:39, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7391, loss_cls: 2.1744, loss: 2.1744, grad_norm: 1.8847 2020-08-18 23:28:32,507 - mmaction - INFO - Epoch [193][200/627] lr: 8.787e-02, eta: 15:22:12, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7361, loss_cls: 2.1684, loss: 2.1684, grad_norm: 1.8478 2020-08-18 23:29:00,611 - mmaction - INFO - Epoch [193][220/627] lr: 8.787e-02, eta: 15:21:45, time: 1.409, data_time: 0.007, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7210, loss_cls: 2.2399, loss: 2.2399, grad_norm: 1.9031 2020-08-18 23:29:28,361 - mmaction - INFO - Epoch [193][240/627] lr: 8.787e-02, eta: 15:21:17, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7305, loss_cls: 2.2174, loss: 2.2174, grad_norm: 1.8753 2020-08-18 23:29:56,961 - mmaction - INFO - Epoch [193][260/627] lr: 8.787e-02, eta: 15:20:49, time: 1.430, data_time: 0.004, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7327, loss_cls: 2.1834, loss: 2.1834, grad_norm: 1.8599 2020-08-18 23:30:25,416 - mmaction - INFO - Epoch [193][280/627] lr: 8.787e-02, eta: 15:20:22, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.4904, top5_acc: 0.7257, loss_cls: 2.2151, loss: 2.2151, grad_norm: 1.8881 2020-08-18 23:30:53,707 - mmaction - INFO - Epoch [193][300/627] lr: 8.787e-02, eta: 15:19:54, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.4866, top5_acc: 0.7229, loss_cls: 2.2369, loss: 2.2369, grad_norm: 1.8935 2020-08-18 23:31:22,126 - mmaction - INFO - Epoch [193][320/627] lr: 8.787e-02, eta: 15:19:27, time: 1.419, data_time: 0.004, memory: 8470, top1_acc: 0.4876, top5_acc: 0.7220, loss_cls: 2.2550, loss: 2.2550, grad_norm: 1.8777 2020-08-18 23:31:50,340 - mmaction - INFO - Epoch [193][340/627] lr: 8.787e-02, eta: 15:18:59, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7298, loss_cls: 2.2051, loss: 2.2051, grad_norm: 1.8920 2020-08-18 23:32:18,612 - mmaction - INFO - Epoch [193][360/627] lr: 8.787e-02, eta: 15:18:32, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4944, top5_acc: 0.7312, loss_cls: 2.2156, loss: 2.2156, grad_norm: 1.9081 2020-08-18 23:32:45,958 - mmaction - INFO - Epoch [193][380/627] lr: 8.787e-02, eta: 15:18:04, time: 1.368, data_time: 0.004, memory: 8470, top1_acc: 0.5065, top5_acc: 0.7376, loss_cls: 2.1709, loss: 2.1709, grad_norm: 1.9016 2020-08-18 23:33:13,799 - mmaction - INFO - Epoch [193][400/627] lr: 8.787e-02, eta: 15:17:36, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.4885, top5_acc: 0.7210, loss_cls: 2.2614, loss: 2.2614, grad_norm: 1.9195 2020-08-18 23:33:42,503 - mmaction - INFO - Epoch [193][420/627] lr: 8.787e-02, eta: 15:17:09, time: 1.437, data_time: 0.007, memory: 8470, top1_acc: 0.4829, top5_acc: 0.7133, loss_cls: 2.2956, loss: 2.2956, grad_norm: 1.9176 2020-08-18 23:34:10,267 - mmaction - INFO - Epoch [193][440/627] lr: 8.787e-02, eta: 15:16:41, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.5040, top5_acc: 0.7275, loss_cls: 2.1862, loss: 2.1862, grad_norm: 1.8600 2020-08-18 23:34:38,593 - mmaction - INFO - Epoch [193][460/627] lr: 8.787e-02, eta: 15:16:14, time: 1.416, data_time: 0.002, memory: 8470, top1_acc: 0.4957, top5_acc: 0.7280, loss_cls: 2.2390, loss: 2.2390, grad_norm: 1.9129 2020-08-18 23:35:06,886 - mmaction - INFO - Epoch [193][480/627] lr: 8.787e-02, eta: 15:15:46, time: 1.415, data_time: 0.007, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7229, loss_cls: 2.2440, loss: 2.2440, grad_norm: 1.8707 2020-08-18 23:35:34,807 - mmaction - INFO - Epoch [193][500/627] lr: 8.787e-02, eta: 15:15:19, time: 1.396, data_time: 0.002, memory: 8470, top1_acc: 0.4853, top5_acc: 0.7281, loss_cls: 2.2314, loss: 2.2314, grad_norm: 1.8838 2020-08-18 23:36:03,221 - mmaction - INFO - Epoch [193][520/627] lr: 8.787e-02, eta: 15:14:51, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.4918, top5_acc: 0.7247, loss_cls: 2.2593, loss: 2.2593, grad_norm: 1.8821 2020-08-18 23:36:31,306 - mmaction - INFO - Epoch [193][540/627] lr: 8.787e-02, eta: 15:14:23, time: 1.398, data_time: 0.002, memory: 8470, top1_acc: 0.4798, top5_acc: 0.7208, loss_cls: 2.2497, loss: 2.2497, grad_norm: 1.9075 2020-08-18 23:36:59,856 - mmaction - INFO - Epoch [193][560/627] lr: 8.787e-02, eta: 15:13:56, time: 1.431, data_time: 0.011, memory: 8470, top1_acc: 0.4861, top5_acc: 0.7260, loss_cls: 2.2409, loss: 2.2409, grad_norm: 1.9161 2020-08-18 23:37:27,455 - mmaction - INFO - Epoch [193][580/627] lr: 8.787e-02, eta: 15:13:28, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.4849, top5_acc: 0.7201, loss_cls: 2.2714, loss: 2.2714, grad_norm: 1.8802 2020-08-18 23:37:55,496 - mmaction - INFO - Epoch [193][600/627] lr: 8.787e-02, eta: 15:13:01, time: 1.400, data_time: 0.004, memory: 8470, top1_acc: 0.4816, top5_acc: 0.7143, loss_cls: 2.2950, loss: 2.2950, grad_norm: 1.8824 2020-08-18 23:38:24,173 - mmaction - INFO - Epoch [193][620/627] lr: 8.787e-02, eta: 15:12:33, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.5027, top5_acc: 0.7354, loss_cls: 2.1919, loss: 2.1919, grad_norm: 1.8644 2020-08-18 23:39:07,046 - mmaction - INFO - Epoch [194][20/627] lr: 8.528e-02, eta: 15:11:55, time: 1.708, data_time: 0.381, memory: 8470, top1_acc: 0.4938, top5_acc: 0.7307, loss_cls: 2.2110, loss: 2.2110, grad_norm: 1.8880 2020-08-18 23:39:34,360 - mmaction - INFO - Epoch [194][40/627] lr: 8.528e-02, eta: 15:11:27, time: 1.367, data_time: 0.003, memory: 8470, top1_acc: 0.4889, top5_acc: 0.7246, loss_cls: 2.2489, loss: 2.2489, grad_norm: 1.9141 2020-08-18 23:40:02,103 - mmaction - INFO - Epoch [194][60/627] lr: 8.528e-02, eta: 15:10:59, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.4902, top5_acc: 0.7283, loss_cls: 2.2300, loss: 2.2300, grad_norm: 1.8949 2020-08-18 23:40:30,244 - mmaction - INFO - Epoch [194][80/627] lr: 8.528e-02, eta: 15:10:32, time: 1.407, data_time: 0.003, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1878, loss: 2.1878, grad_norm: 1.9042 2020-08-18 23:40:57,638 - mmaction - INFO - Epoch [194][100/627] lr: 8.528e-02, eta: 15:10:04, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.4993, top5_acc: 0.7340, loss_cls: 2.1787, loss: 2.1787, grad_norm: 1.8986 2020-08-18 23:41:25,404 - mmaction - INFO - Epoch [194][120/627] lr: 8.528e-02, eta: 15:09:36, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.4945, top5_acc: 0.7290, loss_cls: 2.2013, loss: 2.2013, grad_norm: 1.8931 2020-08-18 23:41:53,440 - mmaction - INFO - Epoch [194][140/627] lr: 8.528e-02, eta: 15:09:08, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1671, loss: 2.1671, grad_norm: 1.8710 2020-08-18 23:42:21,887 - mmaction - INFO - Epoch [194][160/627] lr: 8.528e-02, eta: 15:08:41, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.4819, top5_acc: 0.7234, loss_cls: 2.2580, loss: 2.2580, grad_norm: 1.9300 2020-08-18 23:42:49,892 - mmaction - INFO - Epoch [194][180/627] lr: 8.528e-02, eta: 15:08:13, time: 1.404, data_time: 0.007, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7302, loss_cls: 2.1794, loss: 2.1794, grad_norm: 1.9052 2020-08-18 23:43:17,962 - mmaction - INFO - Epoch [194][200/627] lr: 8.528e-02, eta: 15:07:46, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7320, loss_cls: 2.2073, loss: 2.2073, grad_norm: 1.8992 2020-08-18 23:43:46,283 - mmaction - INFO - Epoch [194][220/627] lr: 8.528e-02, eta: 15:07:18, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7326, loss_cls: 2.1679, loss: 2.1679, grad_norm: 1.8886 2020-08-18 23:44:14,756 - mmaction - INFO - Epoch [194][240/627] lr: 8.528e-02, eta: 15:06:51, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.4932, top5_acc: 0.7320, loss_cls: 2.2291, loss: 2.2291, grad_norm: 1.9334 2020-08-18 23:44:42,103 - mmaction - INFO - Epoch [194][260/627] lr: 8.528e-02, eta: 15:06:23, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.5012, top5_acc: 0.7331, loss_cls: 2.1937, loss: 2.1937, grad_norm: 1.9015 2020-08-18 23:45:10,660 - mmaction - INFO - Epoch [194][280/627] lr: 8.528e-02, eta: 15:05:56, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.4870, top5_acc: 0.7312, loss_cls: 2.2522, loss: 2.2522, grad_norm: 1.9321 2020-08-18 23:45:39,388 - mmaction - INFO - Epoch [194][300/627] lr: 8.528e-02, eta: 15:05:28, time: 1.436, data_time: 0.002, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7187, loss_cls: 2.2430, loss: 2.2430, grad_norm: 1.9112 2020-08-18 23:46:06,523 - mmaction - INFO - Epoch [194][320/627] lr: 8.528e-02, eta: 15:05:00, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.4922, top5_acc: 0.7264, loss_cls: 2.2371, loss: 2.2371, grad_norm: 1.9301 2020-08-18 23:46:35,147 - mmaction - INFO - Epoch [194][340/627] lr: 8.528e-02, eta: 15:04:33, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7327, loss_cls: 2.1988, loss: 2.1988, grad_norm: 1.9249 2020-08-18 23:47:03,067 - mmaction - INFO - Epoch [194][360/627] lr: 8.528e-02, eta: 15:04:05, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.4952, top5_acc: 0.7296, loss_cls: 2.2084, loss: 2.2084, grad_norm: 1.9241 2020-08-18 23:47:30,451 - mmaction - INFO - Epoch [194][380/627] lr: 8.528e-02, eta: 15:03:37, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.4980, top5_acc: 0.7230, loss_cls: 2.2019, loss: 2.2019, grad_norm: 1.8916 2020-08-18 23:47:59,712 - mmaction - INFO - Epoch [194][400/627] lr: 8.528e-02, eta: 15:03:10, time: 1.463, data_time: 0.008, memory: 8470, top1_acc: 0.5012, top5_acc: 0.7327, loss_cls: 2.1829, loss: 2.1829, grad_norm: 1.9168 2020-08-18 23:48:26,763 - mmaction - INFO - Epoch [194][420/627] lr: 8.528e-02, eta: 15:02:42, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.4936, top5_acc: 0.7267, loss_cls: 2.2186, loss: 2.2186, grad_norm: 1.9304 2020-08-18 23:48:54,721 - mmaction - INFO - Epoch [194][440/627] lr: 8.528e-02, eta: 15:02:15, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7241, loss_cls: 2.2316, loss: 2.2316, grad_norm: 1.9061 2020-08-18 23:49:22,621 - mmaction - INFO - Epoch [194][460/627] lr: 8.528e-02, eta: 15:01:47, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.4897, top5_acc: 0.7355, loss_cls: 2.2133, loss: 2.2133, grad_norm: 1.9119 2020-08-18 23:49:51,610 - mmaction - INFO - Epoch [194][480/627] lr: 8.528e-02, eta: 15:01:20, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4868, top5_acc: 0.7227, loss_cls: 2.2466, loss: 2.2466, grad_norm: 1.9149 2020-08-18 23:50:19,205 - mmaction - INFO - Epoch [194][500/627] lr: 8.528e-02, eta: 15:00:52, time: 1.377, data_time: 0.004, memory: 8470, top1_acc: 0.4884, top5_acc: 0.7285, loss_cls: 2.2478, loss: 2.2478, grad_norm: 1.9160 2020-08-18 23:50:48,014 - mmaction - INFO - Epoch [194][520/627] lr: 8.528e-02, eta: 15:00:24, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.4828, top5_acc: 0.7181, loss_cls: 2.2574, loss: 2.2574, grad_norm: 1.9353 2020-08-18 23:51:15,416 - mmaction - INFO - Epoch [194][540/627] lr: 8.528e-02, eta: 14:59:57, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.4960, top5_acc: 0.7306, loss_cls: 2.2179, loss: 2.2179, grad_norm: 1.8936 2020-08-18 23:51:43,025 - mmaction - INFO - Epoch [194][560/627] lr: 8.528e-02, eta: 14:59:29, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.4969, top5_acc: 0.7309, loss_cls: 2.2201, loss: 2.2201, grad_norm: 1.8957 2020-08-18 23:52:11,526 - mmaction - INFO - Epoch [194][580/627] lr: 8.528e-02, eta: 14:59:01, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1877, loss: 2.1877, grad_norm: 1.9086 2020-08-18 23:52:39,759 - mmaction - INFO - Epoch [194][600/627] lr: 8.528e-02, eta: 14:58:34, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.4865, top5_acc: 0.7262, loss_cls: 2.2511, loss: 2.2511, grad_norm: 1.9198 2020-08-18 23:53:07,804 - mmaction - INFO - Epoch [194][620/627] lr: 8.528e-02, eta: 14:58:06, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.4870, top5_acc: 0.7158, loss_cls: 2.2615, loss: 2.2615, grad_norm: 1.9162 2020-08-18 23:53:49,437 - mmaction - INFO - Epoch [195][20/627] lr: 8.273e-02, eta: 14:57:27, time: 1.630, data_time: 0.401, memory: 8470, top1_acc: 0.4909, top5_acc: 0.7220, loss_cls: 2.2394, loss: 2.2394, grad_norm: 1.9141 2020-08-18 23:54:15,962 - mmaction - INFO - Epoch [195][40/627] lr: 8.273e-02, eta: 14:56:59, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7389, loss_cls: 2.1490, loss: 2.1490, grad_norm: 1.8991 2020-08-18 23:54:44,713 - mmaction - INFO - Epoch [195][60/627] lr: 8.273e-02, eta: 14:56:32, time: 1.435, data_time: 0.004, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7322, loss_cls: 2.1915, loss: 2.1915, grad_norm: 1.9072 2020-08-18 23:55:12,879 - mmaction - INFO - Epoch [195][80/627] lr: 8.273e-02, eta: 14:56:04, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7316, loss_cls: 2.2053, loss: 2.2053, grad_norm: 1.9097 2020-08-18 23:55:40,285 - mmaction - INFO - Epoch [195][100/627] lr: 8.273e-02, eta: 14:55:36, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.4891, top5_acc: 0.7254, loss_cls: 2.2183, loss: 2.2183, grad_norm: 1.9276 2020-08-18 23:56:08,540 - mmaction - INFO - Epoch [195][120/627] lr: 8.273e-02, eta: 14:55:09, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.5005, top5_acc: 0.7324, loss_cls: 2.1881, loss: 2.1881, grad_norm: 1.9103 2020-08-18 23:56:35,720 - mmaction - INFO - Epoch [195][140/627] lr: 8.273e-02, eta: 14:54:41, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.4939, top5_acc: 0.7297, loss_cls: 2.2247, loss: 2.2247, grad_norm: 1.9794 2020-08-18 23:57:03,977 - mmaction - INFO - Epoch [195][160/627] lr: 8.273e-02, eta: 14:54:13, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7346, loss_cls: 2.1807, loss: 2.1807, grad_norm: 1.9111 2020-08-18 23:57:32,208 - mmaction - INFO - Epoch [195][180/627] lr: 8.273e-02, eta: 14:53:46, time: 1.413, data_time: 0.004, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7309, loss_cls: 2.2214, loss: 2.2214, grad_norm: 1.9130 2020-08-18 23:57:59,949 - mmaction - INFO - Epoch [195][200/627] lr: 8.273e-02, eta: 14:53:18, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7298, loss_cls: 2.2122, loss: 2.2122, grad_norm: 1.9221 2020-08-18 23:58:27,975 - mmaction - INFO - Epoch [195][220/627] lr: 8.273e-02, eta: 14:52:50, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.4862, top5_acc: 0.7292, loss_cls: 2.2458, loss: 2.2458, grad_norm: 1.9855 2020-08-18 23:58:56,149 - mmaction - INFO - Epoch [195][240/627] lr: 8.273e-02, eta: 14:52:23, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7354, loss_cls: 2.1970, loss: 2.1970, grad_norm: 1.9228 2020-08-18 23:59:24,106 - mmaction - INFO - Epoch [195][260/627] lr: 8.273e-02, eta: 14:51:55, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.5042, top5_acc: 0.7283, loss_cls: 2.2197, loss: 2.2197, grad_norm: 1.8929 2020-08-18 23:59:51,763 - mmaction - INFO - Epoch [195][280/627] lr: 8.273e-02, eta: 14:51:28, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.5018, top5_acc: 0.7305, loss_cls: 2.1958, loss: 2.1958, grad_norm: 1.9208 2020-08-19 00:00:21,701 - mmaction - INFO - Epoch [195][300/627] lr: 8.273e-02, eta: 14:51:00, time: 1.493, data_time: 0.010, memory: 8470, top1_acc: 0.4944, top5_acc: 0.7245, loss_cls: 2.2151, loss: 2.2151, grad_norm: 1.9074 2020-08-19 00:00:48,562 - mmaction - INFO - Epoch [195][320/627] lr: 8.273e-02, eta: 14:50:33, time: 1.349, data_time: 0.018, memory: 8470, top1_acc: 0.4975, top5_acc: 0.7322, loss_cls: 2.2077, loss: 2.2077, grad_norm: 1.9233 2020-08-19 00:01:16,748 - mmaction - INFO - Epoch [195][340/627] lr: 8.273e-02, eta: 14:50:05, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7367, loss_cls: 2.1707, loss: 2.1707, grad_norm: 1.9367 2020-08-19 00:01:44,617 - mmaction - INFO - Epoch [195][360/627] lr: 8.273e-02, eta: 14:49:37, time: 1.396, data_time: 0.007, memory: 8470, top1_acc: 0.5082, top5_acc: 0.7409, loss_cls: 2.1676, loss: 2.1676, grad_norm: 1.8971 2020-08-19 00:02:12,956 - mmaction - INFO - Epoch [195][380/627] lr: 8.273e-02, eta: 14:49:10, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.4988, top5_acc: 0.7329, loss_cls: 2.2013, loss: 2.2013, grad_norm: 1.9268 2020-08-19 00:02:40,667 - mmaction - INFO - Epoch [195][400/627] lr: 8.273e-02, eta: 14:48:42, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.4905, top5_acc: 0.7297, loss_cls: 2.2236, loss: 2.2236, grad_norm: 1.9853 2020-08-19 00:03:08,212 - mmaction - INFO - Epoch [195][420/627] lr: 8.273e-02, eta: 14:48:14, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.4806, top5_acc: 0.7228, loss_cls: 2.2576, loss: 2.2576, grad_norm: 1.9346 2020-08-19 00:03:35,997 - mmaction - INFO - Epoch [195][440/627] lr: 8.273e-02, eta: 14:47:47, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7253, loss_cls: 2.2354, loss: 2.2354, grad_norm: 1.9002 2020-08-19 00:04:03,742 - mmaction - INFO - Epoch [195][460/627] lr: 8.273e-02, eta: 14:47:19, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7337, loss_cls: 2.1944, loss: 2.1944, grad_norm: 1.8803 2020-08-19 00:04:31,411 - mmaction - INFO - Epoch [195][480/627] lr: 8.273e-02, eta: 14:46:51, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4979, top5_acc: 0.7285, loss_cls: 2.2136, loss: 2.2136, grad_norm: 1.9201 2020-08-19 00:04:59,619 - mmaction - INFO - Epoch [195][500/627] lr: 8.273e-02, eta: 14:46:24, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.4924, top5_acc: 0.7250, loss_cls: 2.2275, loss: 2.2275, grad_norm: 1.9514 2020-08-19 00:05:27,728 - mmaction - INFO - Epoch [195][520/627] lr: 8.273e-02, eta: 14:45:56, time: 1.406, data_time: 0.002, memory: 8470, top1_acc: 0.4975, top5_acc: 0.7363, loss_cls: 2.1932, loss: 2.1932, grad_norm: 1.9151 2020-08-19 00:05:55,936 - mmaction - INFO - Epoch [195][540/627] lr: 8.273e-02, eta: 14:45:28, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7298, loss_cls: 2.2179, loss: 2.2179, grad_norm: 1.9544 2020-08-19 00:06:23,601 - mmaction - INFO - Epoch [195][560/627] lr: 8.273e-02, eta: 14:45:01, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.4966, top5_acc: 0.7339, loss_cls: 2.1945, loss: 2.1945, grad_norm: 1.9298 2020-08-19 00:06:52,047 - mmaction - INFO - Epoch [195][580/627] lr: 8.273e-02, eta: 14:44:33, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7333, loss_cls: 2.1986, loss: 2.1986, grad_norm: 1.9595 2020-08-19 00:07:19,347 - mmaction - INFO - Epoch [195][600/627] lr: 8.273e-02, eta: 14:44:05, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.4970, top5_acc: 0.7254, loss_cls: 2.2201, loss: 2.2201, grad_norm: 1.9379 2020-08-19 00:07:48,434 - mmaction - INFO - Epoch [195][620/627] lr: 8.273e-02, eta: 14:43:38, time: 1.454, data_time: 0.002, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7315, loss_cls: 2.2081, loss: 2.2081, grad_norm: 1.9430 2020-08-19 00:08:32,776 - mmaction - INFO - Epoch [196][20/627] lr: 8.020e-02, eta: 14:43:00, time: 1.755, data_time: 0.559, memory: 8470, top1_acc: 0.4971, top5_acc: 0.7271, loss_cls: 2.2169, loss: 2.2169, grad_norm: 1.9268 2020-08-19 00:08:59,301 - mmaction - INFO - Epoch [196][40/627] lr: 8.020e-02, eta: 14:42:32, time: 1.330, data_time: 0.007, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7376, loss_cls: 2.1878, loss: 2.1878, grad_norm: 1.9309 2020-08-19 00:09:27,080 - mmaction - INFO - Epoch [196][60/627] lr: 8.020e-02, eta: 14:42:04, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.4970, top5_acc: 0.7332, loss_cls: 2.1724, loss: 2.1724, grad_norm: 1.9279 2020-08-19 00:09:54,475 - mmaction - INFO - Epoch [196][80/627] lr: 8.020e-02, eta: 14:41:36, time: 1.372, data_time: 0.007, memory: 8470, top1_acc: 0.4962, top5_acc: 0.7271, loss_cls: 2.2095, loss: 2.2095, grad_norm: 1.9275 2020-08-19 00:10:22,126 - mmaction - INFO - Epoch [196][100/627] lr: 8.020e-02, eta: 14:41:09, time: 1.381, data_time: 0.007, memory: 8470, top1_acc: 0.5158, top5_acc: 0.7474, loss_cls: 2.1259, loss: 2.1259, grad_norm: 1.9041 2020-08-19 00:10:49,776 - mmaction - INFO - Epoch [196][120/627] lr: 8.020e-02, eta: 14:40:41, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.5014, top5_acc: 0.7384, loss_cls: 2.1487, loss: 2.1487, grad_norm: 1.9509 2020-08-19 00:11:18,591 - mmaction - INFO - Epoch [196][140/627] lr: 8.020e-02, eta: 14:40:13, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7216, loss_cls: 2.2327, loss: 2.2327, grad_norm: 1.9293 2020-08-19 00:11:47,577 - mmaction - INFO - Epoch [196][160/627] lr: 8.020e-02, eta: 14:39:46, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.4984, top5_acc: 0.7294, loss_cls: 2.2198, loss: 2.2198, grad_norm: 1.9390 2020-08-19 00:12:15,990 - mmaction - INFO - Epoch [196][180/627] lr: 8.020e-02, eta: 14:39:19, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7353, loss_cls: 2.1553, loss: 2.1553, grad_norm: 1.8948 2020-08-19 00:12:42,509 - mmaction - INFO - Epoch [196][200/627] lr: 8.020e-02, eta: 14:38:51, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.4991, top5_acc: 0.7324, loss_cls: 2.1996, loss: 2.1996, grad_norm: 1.9615 2020-08-19 00:13:10,884 - mmaction - INFO - Epoch [196][220/627] lr: 8.020e-02, eta: 14:38:23, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.5001, top5_acc: 0.7398, loss_cls: 2.1711, loss: 2.1711, grad_norm: 1.9223 2020-08-19 00:13:39,152 - mmaction - INFO - Epoch [196][240/627] lr: 8.020e-02, eta: 14:37:55, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7350, loss_cls: 2.1909, loss: 2.1909, grad_norm: 1.9384 2020-08-19 00:14:06,448 - mmaction - INFO - Epoch [196][260/627] lr: 8.020e-02, eta: 14:37:28, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.5056, top5_acc: 0.7409, loss_cls: 2.1557, loss: 2.1557, grad_norm: 1.9274 2020-08-19 00:14:34,638 - mmaction - INFO - Epoch [196][280/627] lr: 8.020e-02, eta: 14:37:00, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7352, loss_cls: 2.1822, loss: 2.1822, grad_norm: 1.9638 2020-08-19 00:15:02,696 - mmaction - INFO - Epoch [196][300/627] lr: 8.020e-02, eta: 14:36:32, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.5009, top5_acc: 0.7309, loss_cls: 2.1668, loss: 2.1668, grad_norm: 1.9579 2020-08-19 00:15:30,186 - mmaction - INFO - Epoch [196][320/627] lr: 8.020e-02, eta: 14:36:05, time: 1.374, data_time: 0.003, memory: 8470, top1_acc: 0.4948, top5_acc: 0.7345, loss_cls: 2.1794, loss: 2.1794, grad_norm: 1.9693 2020-08-19 00:15:58,879 - mmaction - INFO - Epoch [196][340/627] lr: 8.020e-02, eta: 14:35:37, time: 1.434, data_time: 0.007, memory: 8470, top1_acc: 0.4979, top5_acc: 0.7273, loss_cls: 2.2044, loss: 2.2044, grad_norm: 1.9536 2020-08-19 00:16:26,796 - mmaction - INFO - Epoch [196][360/627] lr: 8.020e-02, eta: 14:35:10, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7349, loss_cls: 2.1947, loss: 2.1947, grad_norm: 1.9590 2020-08-19 00:16:53,540 - mmaction - INFO - Epoch [196][380/627] lr: 8.020e-02, eta: 14:34:42, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.4977, top5_acc: 0.7332, loss_cls: 2.1877, loss: 2.1877, grad_norm: 1.9609 2020-08-19 00:17:21,723 - mmaction - INFO - Epoch [196][400/627] lr: 8.020e-02, eta: 14:34:14, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.4975, top5_acc: 0.7243, loss_cls: 2.2230, loss: 2.2230, grad_norm: 1.9609 2020-08-19 00:17:49,077 - mmaction - INFO - Epoch [196][420/627] lr: 8.020e-02, eta: 14:33:46, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.4965, top5_acc: 0.7318, loss_cls: 2.2091, loss: 2.2091, grad_norm: 1.9647 2020-08-19 00:18:17,569 - mmaction - INFO - Epoch [196][440/627] lr: 8.020e-02, eta: 14:33:19, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.4973, top5_acc: 0.7323, loss_cls: 2.2159, loss: 2.2159, grad_norm: 1.9580 2020-08-19 00:18:44,317 - mmaction - INFO - Epoch [196][460/627] lr: 8.020e-02, eta: 14:32:51, time: 1.337, data_time: 0.003, memory: 8470, top1_acc: 0.5003, top5_acc: 0.7237, loss_cls: 2.2115, loss: 2.2115, grad_norm: 1.9688 2020-08-19 00:19:13,143 - mmaction - INFO - Epoch [196][480/627] lr: 8.020e-02, eta: 14:32:23, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.4984, top5_acc: 0.7280, loss_cls: 2.2013, loss: 2.2013, grad_norm: 1.9353 2020-08-19 00:19:41,192 - mmaction - INFO - Epoch [196][500/627] lr: 8.020e-02, eta: 14:31:56, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7350, loss_cls: 2.1884, loss: 2.1884, grad_norm: 1.9610 2020-08-19 00:20:08,650 - mmaction - INFO - Epoch [196][520/627] lr: 8.020e-02, eta: 14:31:28, time: 1.374, data_time: 0.006, memory: 8470, top1_acc: 0.4923, top5_acc: 0.7296, loss_cls: 2.2298, loss: 2.2298, grad_norm: 1.9691 2020-08-19 00:20:36,925 - mmaction - INFO - Epoch [196][540/627] lr: 8.020e-02, eta: 14:31:00, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.4927, top5_acc: 0.7271, loss_cls: 2.2364, loss: 2.2364, grad_norm: 1.9769 2020-08-19 00:21:05,174 - mmaction - INFO - Epoch [196][560/627] lr: 8.020e-02, eta: 14:30:33, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.4941, top5_acc: 0.7275, loss_cls: 2.1974, loss: 2.1974, grad_norm: 1.9184 2020-08-19 00:21:32,453 - mmaction - INFO - Epoch [196][580/627] lr: 8.020e-02, eta: 14:30:05, time: 1.361, data_time: 0.006, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7299, loss_cls: 2.1779, loss: 2.1779, grad_norm: 1.9782 2020-08-19 00:22:01,166 - mmaction - INFO - Epoch [196][600/627] lr: 8.020e-02, eta: 14:29:37, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.4975, top5_acc: 0.7315, loss_cls: 2.1926, loss: 2.1926, grad_norm: 1.9497 2020-08-19 00:22:29,461 - mmaction - INFO - Epoch [196][620/627] lr: 8.020e-02, eta: 14:29:10, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.4926, top5_acc: 0.7310, loss_cls: 2.2019, loss: 2.2019, grad_norm: 1.9544 2020-08-19 00:22:38,298 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-08-19 00:23:09,825 - mmaction - INFO - Epoch [197][20/627] lr: 7.771e-02, eta: 14:28:30, time: 1.470, data_time: 0.322, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7418, loss_cls: 2.1653, loss: 2.1653, grad_norm: 1.9933 2020-08-19 00:23:36,962 - mmaction - INFO - Epoch [197][40/627] lr: 7.771e-02, eta: 14:28:02, time: 1.359, data_time: 0.004, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7384, loss_cls: 2.1733, loss: 2.1733, grad_norm: 1.9528 2020-08-19 00:24:04,510 - mmaction - INFO - Epoch [197][60/627] lr: 7.771e-02, eta: 14:27:34, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.5056, top5_acc: 0.7422, loss_cls: 2.1679, loss: 2.1679, grad_norm: 1.9694 2020-08-19 00:24:32,737 - mmaction - INFO - Epoch [197][80/627] lr: 7.771e-02, eta: 14:27:07, time: 1.413, data_time: 0.003, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7391, loss_cls: 2.1380, loss: 2.1380, grad_norm: 1.9319 2020-08-19 00:25:00,463 - mmaction - INFO - Epoch [197][100/627] lr: 7.771e-02, eta: 14:26:39, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.5074, top5_acc: 0.7438, loss_cls: 2.1476, loss: 2.1476, grad_norm: 1.9342 2020-08-19 00:25:29,023 - mmaction - INFO - Epoch [197][120/627] lr: 7.771e-02, eta: 14:26:12, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7393, loss_cls: 2.1584, loss: 2.1584, grad_norm: 1.9487 2020-08-19 00:25:56,989 - mmaction - INFO - Epoch [197][140/627] lr: 7.771e-02, eta: 14:25:44, time: 1.399, data_time: 0.005, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7417, loss_cls: 2.1539, loss: 2.1539, grad_norm: 1.9610 2020-08-19 00:26:24,252 - mmaction - INFO - Epoch [197][160/627] lr: 7.771e-02, eta: 14:25:16, time: 1.363, data_time: 0.004, memory: 8470, top1_acc: 0.4839, top5_acc: 0.7210, loss_cls: 2.2502, loss: 2.2502, grad_norm: 1.9817 2020-08-19 00:26:52,388 - mmaction - INFO - Epoch [197][180/627] lr: 7.771e-02, eta: 14:24:49, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7335, loss_cls: 2.1778, loss: 2.1778, grad_norm: 1.9584 2020-08-19 00:27:20,167 - mmaction - INFO - Epoch [197][200/627] lr: 7.771e-02, eta: 14:24:21, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.4918, top5_acc: 0.7327, loss_cls: 2.1952, loss: 2.1952, grad_norm: 1.9981 2020-08-19 00:27:47,569 - mmaction - INFO - Epoch [197][220/627] lr: 7.771e-02, eta: 14:23:53, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.5013, top5_acc: 0.7361, loss_cls: 2.1807, loss: 2.1807, grad_norm: 1.9342 2020-08-19 00:28:15,400 - mmaction - INFO - Epoch [197][240/627] lr: 7.771e-02, eta: 14:23:25, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7319, loss_cls: 2.1888, loss: 2.1888, grad_norm: 1.9722 2020-08-19 00:28:42,643 - mmaction - INFO - Epoch [197][260/627] lr: 7.771e-02, eta: 14:22:57, time: 1.363, data_time: 0.002, memory: 8470, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.2109, loss: 2.2109, grad_norm: 1.9715 2020-08-19 00:29:10,652 - mmaction - INFO - Epoch [197][280/627] lr: 7.771e-02, eta: 14:22:30, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7344, loss_cls: 2.1705, loss: 2.1705, grad_norm: 1.9678 2020-08-19 00:29:39,268 - mmaction - INFO - Epoch [197][300/627] lr: 7.771e-02, eta: 14:22:02, time: 1.430, data_time: 0.002, memory: 8470, top1_acc: 0.5089, top5_acc: 0.7384, loss_cls: 2.1626, loss: 2.1626, grad_norm: 1.9265 2020-08-19 00:30:06,808 - mmaction - INFO - Epoch [197][320/627] lr: 7.771e-02, eta: 14:21:35, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.5060, top5_acc: 0.7353, loss_cls: 2.1585, loss: 2.1585, grad_norm: 1.9303 2020-08-19 00:30:35,264 - mmaction - INFO - Epoch [197][340/627] lr: 7.771e-02, eta: 14:21:07, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.5059, top5_acc: 0.7315, loss_cls: 2.1810, loss: 2.1810, grad_norm: 1.9470 2020-08-19 00:31:02,638 - mmaction - INFO - Epoch [197][360/627] lr: 7.771e-02, eta: 14:20:39, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.5055, top5_acc: 0.7371, loss_cls: 2.1760, loss: 2.1760, grad_norm: 1.9665 2020-08-19 00:31:30,773 - mmaction - INFO - Epoch [197][380/627] lr: 7.771e-02, eta: 14:20:12, time: 1.406, data_time: 0.007, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7400, loss_cls: 2.1816, loss: 2.1816, grad_norm: 1.9755 2020-08-19 00:31:58,858 - mmaction - INFO - Epoch [197][400/627] lr: 7.771e-02, eta: 14:19:44, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.4953, top5_acc: 0.7302, loss_cls: 2.2135, loss: 2.2135, grad_norm: 1.9778 2020-08-19 00:32:26,879 - mmaction - INFO - Epoch [197][420/627] lr: 7.771e-02, eta: 14:19:16, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.4997, top5_acc: 0.7288, loss_cls: 2.2176, loss: 2.2176, grad_norm: 1.9504 2020-08-19 00:32:54,389 - mmaction - INFO - Epoch [197][440/627] lr: 7.771e-02, eta: 14:18:49, time: 1.377, data_time: 0.004, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7379, loss_cls: 2.1750, loss: 2.1750, grad_norm: 1.9907 2020-08-19 00:33:21,849 - mmaction - INFO - Epoch [197][460/627] lr: 7.771e-02, eta: 14:18:21, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.4957, top5_acc: 0.7316, loss_cls: 2.1879, loss: 2.1879, grad_norm: 1.9844 2020-08-19 00:33:50,857 - mmaction - INFO - Epoch [197][480/627] lr: 7.771e-02, eta: 14:17:54, time: 1.449, data_time: 0.001, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7337, loss_cls: 2.1829, loss: 2.1829, grad_norm: 1.9779 2020-08-19 00:34:19,127 - mmaction - INFO - Epoch [197][500/627] lr: 7.771e-02, eta: 14:17:26, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7376, loss_cls: 2.1649, loss: 2.1649, grad_norm: 1.9659 2020-08-19 00:34:46,289 - mmaction - INFO - Epoch [197][520/627] lr: 7.771e-02, eta: 14:16:58, time: 1.358, data_time: 0.003, memory: 8470, top1_acc: 0.4974, top5_acc: 0.7383, loss_cls: 2.1855, loss: 2.1855, grad_norm: 1.9418 2020-08-19 00:35:14,735 - mmaction - INFO - Epoch [197][540/627] lr: 7.771e-02, eta: 14:16:31, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7379, loss_cls: 2.1786, loss: 2.1786, grad_norm: 1.9531 2020-08-19 00:35:42,982 - mmaction - INFO - Epoch [197][560/627] lr: 7.771e-02, eta: 14:16:03, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.4900, top5_acc: 0.7215, loss_cls: 2.2389, loss: 2.2389, grad_norm: 1.9516 2020-08-19 00:36:10,669 - mmaction - INFO - Epoch [197][580/627] lr: 7.771e-02, eta: 14:15:35, time: 1.383, data_time: 0.008, memory: 8470, top1_acc: 0.5010, top5_acc: 0.7341, loss_cls: 2.2043, loss: 2.2043, grad_norm: 1.9679 2020-08-19 00:36:39,153 - mmaction - INFO - Epoch [197][600/627] lr: 7.771e-02, eta: 14:15:08, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.4984, top5_acc: 0.7361, loss_cls: 2.1972, loss: 2.1972, grad_norm: 1.9443 2020-08-19 00:37:06,295 - mmaction - INFO - Epoch [197][620/627] lr: 7.771e-02, eta: 14:14:40, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.4970, top5_acc: 0.7230, loss_cls: 2.2159, loss: 2.2159, grad_norm: 1.9450 2020-08-19 00:37:47,285 - mmaction - INFO - Epoch [198][20/627] lr: 7.526e-02, eta: 14:14:01, time: 1.608, data_time: 0.371, memory: 8470, top1_acc: 0.5020, top5_acc: 0.7359, loss_cls: 2.1586, loss: 2.1586, grad_norm: 1.9615 2020-08-19 00:38:14,088 - mmaction - INFO - Epoch [198][40/627] lr: 7.526e-02, eta: 14:13:33, time: 1.343, data_time: 0.006, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7414, loss_cls: 2.1568, loss: 2.1568, grad_norm: 2.0121 2020-08-19 00:38:42,022 - mmaction - INFO - Epoch [198][60/627] lr: 7.526e-02, eta: 14:13:05, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.5033, top5_acc: 0.7417, loss_cls: 2.1521, loss: 2.1521, grad_norm: 1.9573 2020-08-19 00:39:10,017 - mmaction - INFO - Epoch [198][80/627] lr: 7.526e-02, eta: 14:12:38, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7382, loss_cls: 2.1586, loss: 2.1586, grad_norm: 2.0053 2020-08-19 00:39:37,890 - mmaction - INFO - Epoch [198][100/627] lr: 7.526e-02, eta: 14:12:10, time: 1.393, data_time: 0.007, memory: 8470, top1_acc: 0.5098, top5_acc: 0.7415, loss_cls: 2.1315, loss: 2.1315, grad_norm: 1.9787 2020-08-19 00:40:07,230 - mmaction - INFO - Epoch [198][120/627] lr: 7.526e-02, eta: 14:11:43, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.5087, top5_acc: 0.7315, loss_cls: 2.1574, loss: 2.1574, grad_norm: 1.9495 2020-08-19 00:40:33,077 - mmaction - INFO - Epoch [198][140/627] lr: 7.526e-02, eta: 14:11:15, time: 1.292, data_time: 0.002, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7409, loss_cls: 2.1274, loss: 2.1274, grad_norm: 1.9692 2020-08-19 00:41:01,405 - mmaction - INFO - Epoch [198][160/627] lr: 7.526e-02, eta: 14:10:47, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1651, loss: 2.1651, grad_norm: 1.9803 2020-08-19 00:41:29,871 - mmaction - INFO - Epoch [198][180/627] lr: 7.526e-02, eta: 14:10:19, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7363, loss_cls: 2.1750, loss: 2.1750, grad_norm: 2.0220 2020-08-19 00:41:57,627 - mmaction - INFO - Epoch [198][200/627] lr: 7.526e-02, eta: 14:09:52, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7384, loss_cls: 2.1393, loss: 2.1393, grad_norm: 1.9747 2020-08-19 00:42:25,808 - mmaction - INFO - Epoch [198][220/627] lr: 7.526e-02, eta: 14:09:24, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.5043, top5_acc: 0.7350, loss_cls: 2.1642, loss: 2.1642, grad_norm: 1.9956 2020-08-19 00:42:54,990 - mmaction - INFO - Epoch [198][240/627] lr: 7.526e-02, eta: 14:08:57, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.4935, top5_acc: 0.7400, loss_cls: 2.1792, loss: 2.1792, grad_norm: 1.9948 2020-08-19 00:43:23,137 - mmaction - INFO - Epoch [198][260/627] lr: 7.526e-02, eta: 14:08:29, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.4999, top5_acc: 0.7335, loss_cls: 2.1697, loss: 2.1697, grad_norm: 2.0099 2020-08-19 00:43:52,625 - mmaction - INFO - Epoch [198][280/627] lr: 7.526e-02, eta: 14:08:02, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.5053, top5_acc: 0.7380, loss_cls: 2.1707, loss: 2.1707, grad_norm: 2.0151 2020-08-19 00:44:21,092 - mmaction - INFO - Epoch [198][300/627] lr: 7.526e-02, eta: 14:07:35, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7379, loss_cls: 2.1668, loss: 2.1668, grad_norm: 1.9729 2020-08-19 00:44:49,983 - mmaction - INFO - Epoch [198][320/627] lr: 7.526e-02, eta: 14:07:07, time: 1.442, data_time: 0.002, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7346, loss_cls: 2.1377, loss: 2.1377, grad_norm: 1.9452 2020-08-19 00:45:18,866 - mmaction - INFO - Epoch [198][340/627] lr: 7.526e-02, eta: 14:06:40, time: 1.444, data_time: 0.004, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7382, loss_cls: 2.1609, loss: 2.1609, grad_norm: 1.9978 2020-08-19 00:45:48,457 - mmaction - INFO - Epoch [198][360/627] lr: 7.526e-02, eta: 14:06:13, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.5072, top5_acc: 0.7483, loss_cls: 2.1383, loss: 2.1383, grad_norm: 1.9967 2020-08-19 00:46:17,786 - mmaction - INFO - Epoch [198][380/627] lr: 7.526e-02, eta: 14:05:45, time: 1.465, data_time: 0.002, memory: 8470, top1_acc: 0.5077, top5_acc: 0.7302, loss_cls: 2.1894, loss: 2.1894, grad_norm: 1.9986 2020-08-19 00:46:46,843 - mmaction - INFO - Epoch [198][400/627] lr: 7.526e-02, eta: 14:05:18, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.4975, top5_acc: 0.7238, loss_cls: 2.2431, loss: 2.2431, grad_norm: 1.9707 2020-08-19 00:47:15,471 - mmaction - INFO - Epoch [198][420/627] lr: 7.526e-02, eta: 14:04:51, time: 1.429, data_time: 0.003, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7370, loss_cls: 2.1541, loss: 2.1541, grad_norm: 1.9714 2020-08-19 00:47:42,468 - mmaction - INFO - Epoch [198][440/627] lr: 7.526e-02, eta: 14:04:23, time: 1.353, data_time: 0.007, memory: 8470, top1_acc: 0.4983, top5_acc: 0.7303, loss_cls: 2.1955, loss: 2.1955, grad_norm: 2.0071 2020-08-19 00:48:10,378 - mmaction - INFO - Epoch [198][460/627] lr: 7.526e-02, eta: 14:03:55, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.4990, top5_acc: 0.7350, loss_cls: 2.1959, loss: 2.1959, grad_norm: 1.9758 2020-08-19 00:48:38,347 - mmaction - INFO - Epoch [198][480/627] lr: 7.526e-02, eta: 14:03:27, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5052, top5_acc: 0.7322, loss_cls: 2.1868, loss: 2.1868, grad_norm: 1.9814 2020-08-19 00:49:06,060 - mmaction - INFO - Epoch [198][500/627] lr: 7.526e-02, eta: 14:03:00, time: 1.384, data_time: 0.004, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7411, loss_cls: 2.1579, loss: 2.1579, grad_norm: 1.9595 2020-08-19 00:49:34,149 - mmaction - INFO - Epoch [198][520/627] lr: 7.526e-02, eta: 14:02:32, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.5026, top5_acc: 0.7372, loss_cls: 2.1930, loss: 2.1930, grad_norm: 1.9973 2020-08-19 00:50:02,085 - mmaction - INFO - Epoch [198][540/627] lr: 7.526e-02, eta: 14:02:04, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.5023, top5_acc: 0.7307, loss_cls: 2.2115, loss: 2.2115, grad_norm: 1.9980 2020-08-19 00:50:29,954 - mmaction - INFO - Epoch [198][560/627] lr: 7.526e-02, eta: 14:01:37, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5069, top5_acc: 0.7346, loss_cls: 2.1554, loss: 2.1554, grad_norm: 1.9947 2020-08-19 00:50:58,537 - mmaction - INFO - Epoch [198][580/627] lr: 7.526e-02, eta: 14:01:09, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.5023, top5_acc: 0.7288, loss_cls: 2.1848, loss: 2.1848, grad_norm: 1.9822 2020-08-19 00:51:27,322 - mmaction - INFO - Epoch [198][600/627] lr: 7.526e-02, eta: 14:00:42, time: 1.438, data_time: 0.002, memory: 8470, top1_acc: 0.5102, top5_acc: 0.7311, loss_cls: 2.1603, loss: 2.1603, grad_norm: 1.9704 2020-08-19 00:51:56,263 - mmaction - INFO - Epoch [198][620/627] lr: 7.526e-02, eta: 14:00:15, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.5000, top5_acc: 0.7270, loss_cls: 2.2091, loss: 2.2091, grad_norm: 2.0090 2020-08-19 00:52:37,586 - mmaction - INFO - Epoch [199][20/627] lr: 7.284e-02, eta: 13:59:36, time: 1.624, data_time: 0.417, memory: 8470, top1_acc: 0.5031, top5_acc: 0.7395, loss_cls: 2.1476, loss: 2.1476, grad_norm: 1.9886 2020-08-19 00:53:04,578 - mmaction - INFO - Epoch [199][40/627] lr: 7.284e-02, eta: 13:59:08, time: 1.351, data_time: 0.005, memory: 8470, top1_acc: 0.5068, top5_acc: 0.7333, loss_cls: 2.1776, loss: 2.1776, grad_norm: 2.0060 2020-08-19 00:53:32,927 - mmaction - INFO - Epoch [199][60/627] lr: 7.284e-02, eta: 13:58:40, time: 1.418, data_time: 0.003, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7359, loss_cls: 2.1776, loss: 2.1776, grad_norm: 1.9848 2020-08-19 00:54:00,316 - mmaction - INFO - Epoch [199][80/627] lr: 7.284e-02, eta: 13:58:12, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.5031, top5_acc: 0.7346, loss_cls: 2.1636, loss: 2.1636, grad_norm: 1.9986 2020-08-19 00:54:25,711 - mmaction - INFO - Epoch [199][100/627] lr: 7.284e-02, eta: 13:57:44, time: 1.271, data_time: 0.003, memory: 8470, top1_acc: 0.5016, top5_acc: 0.7392, loss_cls: 2.1584, loss: 2.1584, grad_norm: 2.0157 2020-08-19 00:54:52,111 - mmaction - INFO - Epoch [199][120/627] lr: 7.284e-02, eta: 13:57:16, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7526, loss_cls: 2.1043, loss: 2.1043, grad_norm: 1.9512 2020-08-19 00:55:20,123 - mmaction - INFO - Epoch [199][140/627] lr: 7.284e-02, eta: 13:56:48, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7413, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.0158 2020-08-19 00:55:45,958 - mmaction - INFO - Epoch [199][160/627] lr: 7.284e-02, eta: 13:56:20, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.5151, top5_acc: 0.7363, loss_cls: 2.1364, loss: 2.1364, grad_norm: 2.0018 2020-08-19 00:56:13,101 - mmaction - INFO - Epoch [199][180/627] lr: 7.284e-02, eta: 13:55:52, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7388, loss_cls: 2.1326, loss: 2.1326, grad_norm: 1.9969 2020-08-19 00:56:39,309 - mmaction - INFO - Epoch [199][200/627] lr: 7.284e-02, eta: 13:55:24, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7436, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.0238 2020-08-19 00:57:06,519 - mmaction - INFO - Epoch [199][220/627] lr: 7.284e-02, eta: 13:54:56, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.5035, top5_acc: 0.7374, loss_cls: 2.1660, loss: 2.1660, grad_norm: 2.0145 2020-08-19 00:57:34,772 - mmaction - INFO - Epoch [199][240/627] lr: 7.284e-02, eta: 13:54:29, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7483, loss_cls: 2.1103, loss: 2.1103, grad_norm: 2.0088 2020-08-19 00:58:00,958 - mmaction - INFO - Epoch [199][260/627] lr: 7.284e-02, eta: 13:54:00, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7290, loss_cls: 2.1786, loss: 2.1786, grad_norm: 2.0136 2020-08-19 00:58:29,381 - mmaction - INFO - Epoch [199][280/627] lr: 7.284e-02, eta: 13:53:33, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7385, loss_cls: 2.1552, loss: 2.1552, grad_norm: 1.9848 2020-08-19 00:58:57,812 - mmaction - INFO - Epoch [199][300/627] lr: 7.284e-02, eta: 13:53:05, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7417, loss_cls: 2.1232, loss: 2.1232, grad_norm: 1.9938 2020-08-19 00:59:26,181 - mmaction - INFO - Epoch [199][320/627] lr: 7.284e-02, eta: 13:52:38, time: 1.417, data_time: 0.004, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7430, loss_cls: 2.1343, loss: 2.1343, grad_norm: 2.0011 2020-08-19 00:59:53,334 - mmaction - INFO - Epoch [199][340/627] lr: 7.284e-02, eta: 13:52:10, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7313, loss_cls: 2.1721, loss: 2.1721, grad_norm: 2.0280 2020-08-19 01:00:26,322 - mmaction - INFO - Epoch [199][360/627] lr: 7.284e-02, eta: 13:51:44, time: 1.636, data_time: 0.007, memory: 8470, top1_acc: 0.5034, top5_acc: 0.7365, loss_cls: 2.1653, loss: 2.1653, grad_norm: 2.0025 2020-08-19 01:00:52,658 - mmaction - INFO - Epoch [199][380/627] lr: 7.284e-02, eta: 13:51:16, time: 1.330, data_time: 0.027, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7372, loss_cls: 2.1480, loss: 2.1480, grad_norm: 2.0399 2020-08-19 01:01:20,815 - mmaction - INFO - Epoch [199][400/627] lr: 7.284e-02, eta: 13:50:48, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.5126, top5_acc: 0.7405, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.0472 2020-08-19 01:01:50,229 - mmaction - INFO - Epoch [199][420/627] lr: 7.284e-02, eta: 13:50:21, time: 1.468, data_time: 0.003, memory: 8470, top1_acc: 0.5017, top5_acc: 0.7409, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.0294 2020-08-19 01:02:19,125 - mmaction - INFO - Epoch [199][440/627] lr: 7.284e-02, eta: 13:49:53, time: 1.447, data_time: 0.007, memory: 8470, top1_acc: 0.4967, top5_acc: 0.7305, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.0283 2020-08-19 01:02:48,454 - mmaction - INFO - Epoch [199][460/627] lr: 7.284e-02, eta: 13:49:26, time: 1.468, data_time: 0.003, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7428, loss_cls: 2.1158, loss: 2.1158, grad_norm: 1.9517 2020-08-19 01:03:18,354 - mmaction - INFO - Epoch [199][480/627] lr: 7.284e-02, eta: 13:48:59, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7400, loss_cls: 2.1616, loss: 2.1616, grad_norm: 1.9974 2020-08-19 01:03:48,249 - mmaction - INFO - Epoch [199][500/627] lr: 7.284e-02, eta: 13:48:32, time: 1.492, data_time: 0.002, memory: 8470, top1_acc: 0.5099, top5_acc: 0.7363, loss_cls: 2.1549, loss: 2.1549, grad_norm: 1.9739 2020-08-19 01:04:17,599 - mmaction - INFO - Epoch [199][520/627] lr: 7.284e-02, eta: 13:48:05, time: 1.470, data_time: 0.007, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7400, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.0244 2020-08-19 01:04:46,710 - mmaction - INFO - Epoch [199][540/627] lr: 7.284e-02, eta: 13:47:37, time: 1.454, data_time: 0.006, memory: 8470, top1_acc: 0.5016, top5_acc: 0.7358, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.0164 2020-08-19 01:05:17,252 - mmaction - INFO - Epoch [199][560/627] lr: 7.284e-02, eta: 13:47:10, time: 1.526, data_time: 0.005, memory: 8470, top1_acc: 0.5057, top5_acc: 0.7312, loss_cls: 2.1701, loss: 2.1701, grad_norm: 2.0290 2020-08-19 01:05:46,035 - mmaction - INFO - Epoch [199][580/627] lr: 7.284e-02, eta: 13:46:43, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7404, loss_cls: 2.1287, loss: 2.1287, grad_norm: 1.9906 2020-08-19 01:06:15,440 - mmaction - INFO - Epoch [199][600/627] lr: 7.284e-02, eta: 13:46:16, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7387, loss_cls: 2.1578, loss: 2.1578, grad_norm: 1.9848 2020-08-19 01:06:45,032 - mmaction - INFO - Epoch [199][620/627] lr: 7.284e-02, eta: 13:45:49, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7441, loss_cls: 2.1370, loss: 2.1370, grad_norm: 1.9754 2020-08-19 01:07:31,093 - mmaction - INFO - Epoch [200][20/627] lr: 7.045e-02, eta: 13:45:11, time: 1.839, data_time: 0.588, memory: 8470, top1_acc: 0.5012, top5_acc: 0.7323, loss_cls: 2.1677, loss: 2.1677, grad_norm: 1.9993 2020-08-19 01:07:59,005 - mmaction - INFO - Epoch [200][40/627] lr: 7.045e-02, eta: 13:44:43, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.0118 2020-08-19 01:08:28,213 - mmaction - INFO - Epoch [200][60/627] lr: 7.045e-02, eta: 13:44:16, time: 1.459, data_time: 0.007, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7449, loss_cls: 2.0990, loss: 2.0990, grad_norm: 1.9970 2020-08-19 01:08:57,113 - mmaction - INFO - Epoch [200][80/627] lr: 7.045e-02, eta: 13:43:49, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.5113, top5_acc: 0.7388, loss_cls: 2.1394, loss: 2.1394, grad_norm: 2.0388 2020-08-19 01:09:26,233 - mmaction - INFO - Epoch [200][100/627] lr: 7.045e-02, eta: 13:43:21, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.5161, top5_acc: 0.7474, loss_cls: 2.0888, loss: 2.0888, grad_norm: 2.0089 2020-08-19 01:09:56,024 - mmaction - INFO - Epoch [200][120/627] lr: 7.045e-02, eta: 13:42:54, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.5156, top5_acc: 0.7456, loss_cls: 2.0898, loss: 2.0898, grad_norm: 2.0152 2020-08-19 01:10:24,989 - mmaction - INFO - Epoch [200][140/627] lr: 7.045e-02, eta: 13:42:27, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.5178, top5_acc: 0.7419, loss_cls: 2.1308, loss: 2.1308, grad_norm: 1.9822 2020-08-19 01:10:53,770 - mmaction - INFO - Epoch [200][160/627] lr: 7.045e-02, eta: 13:41:59, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.5142, top5_acc: 0.7428, loss_cls: 2.1248, loss: 2.1248, grad_norm: 2.0280 2020-08-19 01:11:23,446 - mmaction - INFO - Epoch [200][180/627] lr: 7.045e-02, eta: 13:41:32, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7436, loss_cls: 2.1146, loss: 2.1146, grad_norm: 2.0528 2020-08-19 01:11:52,805 - mmaction - INFO - Epoch [200][200/627] lr: 7.045e-02, eta: 13:41:05, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7427, loss_cls: 2.1230, loss: 2.1230, grad_norm: 2.0261 2020-08-19 01:12:21,748 - mmaction - INFO - Epoch [200][220/627] lr: 7.045e-02, eta: 13:40:38, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7447, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.0376 2020-08-19 01:12:50,035 - mmaction - INFO - Epoch [200][240/627] lr: 7.045e-02, eta: 13:40:10, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7453, loss_cls: 2.1193, loss: 2.1193, grad_norm: 1.9883 2020-08-19 01:13:19,346 - mmaction - INFO - Epoch [200][260/627] lr: 7.045e-02, eta: 13:39:43, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7512, loss_cls: 2.0642, loss: 2.0642, grad_norm: 2.0288 2020-08-19 01:13:49,204 - mmaction - INFO - Epoch [200][280/627] lr: 7.045e-02, eta: 13:39:16, time: 1.494, data_time: 0.005, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7473, loss_cls: 2.1228, loss: 2.1228, grad_norm: 2.0352 2020-08-19 01:14:17,318 - mmaction - INFO - Epoch [200][300/627] lr: 7.045e-02, eta: 13:38:48, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5036, top5_acc: 0.7382, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.0294 2020-08-19 01:14:46,791 - mmaction - INFO - Epoch [200][320/627] lr: 7.045e-02, eta: 13:38:21, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7496, loss_cls: 2.1026, loss: 2.1026, grad_norm: 2.0117 2020-08-19 01:15:15,839 - mmaction - INFO - Epoch [200][340/627] lr: 7.045e-02, eta: 13:37:53, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7444, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.0090 2020-08-19 01:15:44,388 - mmaction - INFO - Epoch [200][360/627] lr: 7.045e-02, eta: 13:37:26, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7395, loss_cls: 2.1184, loss: 2.1184, grad_norm: 2.0240 2020-08-19 01:16:12,637 - mmaction - INFO - Epoch [200][380/627] lr: 7.045e-02, eta: 13:36:58, time: 1.409, data_time: 0.004, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7428, loss_cls: 2.1112, loss: 2.1112, grad_norm: 2.0341 2020-08-19 01:16:41,864 - mmaction - INFO - Epoch [200][400/627] lr: 7.045e-02, eta: 13:36:31, time: 1.465, data_time: 0.007, memory: 8470, top1_acc: 0.5074, top5_acc: 0.7379, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.0538 2020-08-19 01:17:10,271 - mmaction - INFO - Epoch [200][420/627] lr: 7.045e-02, eta: 13:36:04, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.5030, top5_acc: 0.7337, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.0428 2020-08-19 01:17:40,022 - mmaction - INFO - Epoch [200][440/627] lr: 7.045e-02, eta: 13:35:36, time: 1.488, data_time: 0.004, memory: 8470, top1_acc: 0.5096, top5_acc: 0.7378, loss_cls: 2.1596, loss: 2.1596, grad_norm: 2.0197 2020-08-19 01:18:09,347 - mmaction - INFO - Epoch [200][460/627] lr: 7.045e-02, eta: 13:35:09, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7432, loss_cls: 2.1218, loss: 2.1218, grad_norm: 2.0433 2020-08-19 01:18:37,119 - mmaction - INFO - Epoch [200][480/627] lr: 7.045e-02, eta: 13:34:41, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.5083, top5_acc: 0.7422, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.0523 2020-08-19 01:19:06,132 - mmaction - INFO - Epoch [200][500/627] lr: 7.045e-02, eta: 13:34:14, time: 1.451, data_time: 0.002, memory: 8470, top1_acc: 0.5031, top5_acc: 0.7298, loss_cls: 2.1780, loss: 2.1780, grad_norm: 2.0538 2020-08-19 01:19:34,780 - mmaction - INFO - Epoch [200][520/627] lr: 7.045e-02, eta: 13:33:47, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7453, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.0146 2020-08-19 01:20:04,259 - mmaction - INFO - Epoch [200][540/627] lr: 7.045e-02, eta: 13:33:19, time: 1.474, data_time: 0.007, memory: 8470, top1_acc: 0.5134, top5_acc: 0.7439, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.0501 2020-08-19 01:20:32,269 - mmaction - INFO - Epoch [200][560/627] lr: 7.045e-02, eta: 13:32:52, time: 1.401, data_time: 0.002, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7439, loss_cls: 2.1354, loss: 2.1354, grad_norm: 2.0343 2020-08-19 01:21:00,297 - mmaction - INFO - Epoch [200][580/627] lr: 7.045e-02, eta: 13:32:24, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5117, top5_acc: 0.7405, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.0461 2020-08-19 01:21:28,779 - mmaction - INFO - Epoch [200][600/627] lr: 7.045e-02, eta: 13:31:56, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.5066, top5_acc: 0.7436, loss_cls: 2.1207, loss: 2.1207, grad_norm: 2.0341 2020-08-19 01:21:57,159 - mmaction - INFO - Epoch [200][620/627] lr: 7.045e-02, eta: 13:31:29, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.5025, top5_acc: 0.7310, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.0280 2020-08-19 01:22:06,546 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-08-19 01:22:38,488 - mmaction - INFO - Epoch [201][20/627] lr: 6.810e-02, eta: 13:30:49, time: 1.470, data_time: 0.305, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7434, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.0137 2020-08-19 01:23:05,572 - mmaction - INFO - Epoch [201][40/627] lr: 6.810e-02, eta: 13:30:21, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7428, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.0316 2020-08-19 01:23:33,695 - mmaction - INFO - Epoch [201][60/627] lr: 6.810e-02, eta: 13:29:54, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7474, loss_cls: 2.0987, loss: 2.0987, grad_norm: 2.0370 2020-08-19 01:24:01,811 - mmaction - INFO - Epoch [201][80/627] lr: 6.810e-02, eta: 13:29:26, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.0486 2020-08-19 01:24:30,114 - mmaction - INFO - Epoch [201][100/627] lr: 6.810e-02, eta: 13:28:59, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.5148, top5_acc: 0.7384, loss_cls: 2.1247, loss: 2.1247, grad_norm: 2.0317 2020-08-19 01:24:58,595 - mmaction - INFO - Epoch [201][120/627] lr: 6.810e-02, eta: 13:28:31, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.5091, top5_acc: 0.7444, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.0589 2020-08-19 01:25:27,949 - mmaction - INFO - Epoch [201][140/627] lr: 6.810e-02, eta: 13:28:04, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7474, loss_cls: 2.0969, loss: 2.0969, grad_norm: 2.0252 2020-08-19 01:25:55,623 - mmaction - INFO - Epoch [201][160/627] lr: 6.810e-02, eta: 13:27:36, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.5180, top5_acc: 0.7395, loss_cls: 2.1325, loss: 2.1325, grad_norm: 2.0462 2020-08-19 01:26:24,636 - mmaction - INFO - Epoch [201][180/627] lr: 6.810e-02, eta: 13:27:09, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.5116, top5_acc: 0.7409, loss_cls: 2.1286, loss: 2.1286, grad_norm: 2.0565 2020-08-19 01:26:52,727 - mmaction - INFO - Epoch [201][200/627] lr: 6.810e-02, eta: 13:26:41, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.5090, top5_acc: 0.7404, loss_cls: 2.1211, loss: 2.1211, grad_norm: 2.0342 2020-08-19 01:27:21,090 - mmaction - INFO - Epoch [201][220/627] lr: 6.810e-02, eta: 13:26:13, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5174, top5_acc: 0.7445, loss_cls: 2.1271, loss: 2.1271, grad_norm: 2.0347 2020-08-19 01:27:49,506 - mmaction - INFO - Epoch [201][240/627] lr: 6.810e-02, eta: 13:25:46, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7497, loss_cls: 2.1079, loss: 2.1079, grad_norm: 2.0416 2020-08-19 01:28:18,205 - mmaction - INFO - Epoch [201][260/627] lr: 6.810e-02, eta: 13:25:18, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7419, loss_cls: 2.1595, loss: 2.1595, grad_norm: 2.0763 2020-08-19 01:28:46,128 - mmaction - INFO - Epoch [201][280/627] lr: 6.810e-02, eta: 13:24:51, time: 1.396, data_time: 0.002, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7517, loss_cls: 2.1090, loss: 2.1090, grad_norm: 2.0518 2020-08-19 01:29:14,200 - mmaction - INFO - Epoch [201][300/627] lr: 6.810e-02, eta: 13:24:23, time: 1.404, data_time: 0.002, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7440, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.0178 2020-08-19 01:29:41,865 - mmaction - INFO - Epoch [201][320/627] lr: 6.810e-02, eta: 13:23:55, time: 1.381, data_time: 0.004, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7466, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.0245 2020-08-19 01:30:09,782 - mmaction - INFO - Epoch [201][340/627] lr: 6.810e-02, eta: 13:23:28, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7376, loss_cls: 2.1406, loss: 2.1406, grad_norm: 2.0538 2020-08-19 01:30:38,345 - mmaction - INFO - Epoch [201][360/627] lr: 6.810e-02, eta: 13:23:00, time: 1.428, data_time: 0.002, memory: 8470, top1_acc: 0.5120, top5_acc: 0.7422, loss_cls: 2.1176, loss: 2.1176, grad_norm: 2.0388 2020-08-19 01:31:06,415 - mmaction - INFO - Epoch [201][380/627] lr: 6.810e-02, eta: 13:22:33, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7465, loss_cls: 2.1044, loss: 2.1044, grad_norm: 2.0395 2020-08-19 01:31:34,493 - mmaction - INFO - Epoch [201][400/627] lr: 6.810e-02, eta: 13:22:05, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7414, loss_cls: 2.1168, loss: 2.1168, grad_norm: 2.0379 2020-08-19 01:32:03,004 - mmaction - INFO - Epoch [201][420/627] lr: 6.810e-02, eta: 13:21:37, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7436, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.0623 2020-08-19 01:32:30,974 - mmaction - INFO - Epoch [201][440/627] lr: 6.810e-02, eta: 13:21:10, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5171, top5_acc: 0.7376, loss_cls: 2.1136, loss: 2.1136, grad_norm: 2.0517 2020-08-19 01:32:59,515 - mmaction - INFO - Epoch [201][460/627] lr: 6.810e-02, eta: 13:20:42, time: 1.427, data_time: 0.002, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7479, loss_cls: 2.1082, loss: 2.1082, grad_norm: 2.0509 2020-08-19 01:33:27,590 - mmaction - INFO - Epoch [201][480/627] lr: 6.810e-02, eta: 13:20:15, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5147, top5_acc: 0.7435, loss_cls: 2.1378, loss: 2.1378, grad_norm: 2.0705 2020-08-19 01:33:55,457 - mmaction - INFO - Epoch [201][500/627] lr: 6.810e-02, eta: 13:19:47, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.5180, top5_acc: 0.7471, loss_cls: 2.1036, loss: 2.1036, grad_norm: 2.0460 2020-08-19 01:34:23,690 - mmaction - INFO - Epoch [201][520/627] lr: 6.810e-02, eta: 13:19:19, time: 1.411, data_time: 0.007, memory: 8470, top1_acc: 0.5063, top5_acc: 0.7422, loss_cls: 2.1447, loss: 2.1447, grad_norm: 2.0878 2020-08-19 01:34:51,630 - mmaction - INFO - Epoch [201][540/627] lr: 6.810e-02, eta: 13:18:52, time: 1.399, data_time: 0.006, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7401, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.0545 2020-08-19 01:35:20,389 - mmaction - INFO - Epoch [201][560/627] lr: 6.810e-02, eta: 13:18:24, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7495, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.0570 2020-08-19 01:35:48,257 - mmaction - INFO - Epoch [201][580/627] lr: 6.810e-02, eta: 13:17:57, time: 1.394, data_time: 0.008, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7344, loss_cls: 2.1559, loss: 2.1559, grad_norm: 2.0778 2020-08-19 01:36:16,145 - mmaction - INFO - Epoch [201][600/627] lr: 6.810e-02, eta: 13:17:29, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7427, loss_cls: 2.1275, loss: 2.1275, grad_norm: 2.0290 2020-08-19 01:36:43,887 - mmaction - INFO - Epoch [201][620/627] lr: 6.810e-02, eta: 13:17:01, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.5108, top5_acc: 0.7352, loss_cls: 2.1694, loss: 2.1694, grad_norm: 2.0782 2020-08-19 01:37:24,729 - mmaction - INFO - Epoch [202][20/627] lr: 6.578e-02, eta: 13:16:22, time: 1.580, data_time: 0.379, memory: 8470, top1_acc: 0.5272, top5_acc: 0.7439, loss_cls: 2.0976, loss: 2.0976, grad_norm: 2.0145 2020-08-19 01:37:53,192 - mmaction - INFO - Epoch [202][40/627] lr: 6.578e-02, eta: 13:15:55, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7514, loss_cls: 2.0755, loss: 2.0755, grad_norm: 2.0445 2020-08-19 01:38:21,215 - mmaction - INFO - Epoch [202][60/627] lr: 6.578e-02, eta: 13:15:27, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7516, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.0410 2020-08-19 01:38:49,582 - mmaction - INFO - Epoch [202][80/627] lr: 6.578e-02, eta: 13:14:59, time: 1.419, data_time: 0.002, memory: 8470, top1_acc: 0.5193, top5_acc: 0.7471, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.0635 2020-08-19 01:39:16,855 - mmaction - INFO - Epoch [202][100/627] lr: 6.578e-02, eta: 13:14:32, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7464, loss_cls: 2.0959, loss: 2.0959, grad_norm: 2.0843 2020-08-19 01:39:44,901 - mmaction - INFO - Epoch [202][120/627] lr: 6.578e-02, eta: 13:14:04, time: 1.403, data_time: 0.006, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7517, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.0656 2020-08-19 01:40:13,333 - mmaction - INFO - Epoch [202][140/627] lr: 6.578e-02, eta: 13:13:36, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7471, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.0753 2020-08-19 01:40:41,476 - mmaction - INFO - Epoch [202][160/627] lr: 6.578e-02, eta: 13:13:09, time: 1.409, data_time: 0.004, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7503, loss_cls: 2.0817, loss: 2.0817, grad_norm: 2.0346 2020-08-19 01:41:09,883 - mmaction - INFO - Epoch [202][180/627] lr: 6.578e-02, eta: 13:12:41, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7401, loss_cls: 2.1258, loss: 2.1258, grad_norm: 2.0834 2020-08-19 01:41:37,865 - mmaction - INFO - Epoch [202][200/627] lr: 6.578e-02, eta: 13:12:14, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5086, top5_acc: 0.7376, loss_cls: 2.1382, loss: 2.1382, grad_norm: 2.0858 2020-08-19 01:42:06,010 - mmaction - INFO - Epoch [202][220/627] lr: 6.578e-02, eta: 13:11:46, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7464, loss_cls: 2.1051, loss: 2.1051, grad_norm: 2.0380 2020-08-19 01:42:34,413 - mmaction - INFO - Epoch [202][240/627] lr: 6.578e-02, eta: 13:11:18, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.5107, top5_acc: 0.7382, loss_cls: 2.1386, loss: 2.1386, grad_norm: 2.0892 2020-08-19 01:43:02,710 - mmaction - INFO - Epoch [202][260/627] lr: 6.578e-02, eta: 13:10:51, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.5042, top5_acc: 0.7362, loss_cls: 2.1576, loss: 2.1576, grad_norm: 2.0666 2020-08-19 01:43:30,914 - mmaction - INFO - Epoch [202][280/627] lr: 6.578e-02, eta: 13:10:23, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7457, loss_cls: 2.1292, loss: 2.1292, grad_norm: 2.0658 2020-08-19 01:43:59,061 - mmaction - INFO - Epoch [202][300/627] lr: 6.578e-02, eta: 13:09:56, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.5225, top5_acc: 0.7540, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.0663 2020-08-19 01:44:26,833 - mmaction - INFO - Epoch [202][320/627] lr: 6.578e-02, eta: 13:09:28, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.5092, top5_acc: 0.7406, loss_cls: 2.1393, loss: 2.1393, grad_norm: 2.0835 2020-08-19 01:44:54,776 - mmaction - INFO - Epoch [202][340/627] lr: 6.578e-02, eta: 13:09:00, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5167, top5_acc: 0.7464, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.0687 2020-08-19 01:45:22,672 - mmaction - INFO - Epoch [202][360/627] lr: 6.578e-02, eta: 13:08:33, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.5195, top5_acc: 0.7462, loss_cls: 2.0898, loss: 2.0898, grad_norm: 2.0412 2020-08-19 01:45:50,509 - mmaction - INFO - Epoch [202][380/627] lr: 6.578e-02, eta: 13:08:05, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.5044, top5_acc: 0.7419, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.0913 2020-08-19 01:46:18,388 - mmaction - INFO - Epoch [202][400/627] lr: 6.578e-02, eta: 13:07:37, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.5079, top5_acc: 0.7362, loss_cls: 2.1653, loss: 2.1653, grad_norm: 2.0542 2020-08-19 01:46:46,906 - mmaction - INFO - Epoch [202][420/627] lr: 6.578e-02, eta: 13:07:10, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5094, top5_acc: 0.7395, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.1078 2020-08-19 01:47:14,863 - mmaction - INFO - Epoch [202][440/627] lr: 6.578e-02, eta: 13:06:42, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7474, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.0784 2020-08-19 01:47:43,275 - mmaction - INFO - Epoch [202][460/627] lr: 6.578e-02, eta: 13:06:14, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.5143, top5_acc: 0.7432, loss_cls: 2.1152, loss: 2.1152, grad_norm: 2.0742 2020-08-19 01:48:11,095 - mmaction - INFO - Epoch [202][480/627] lr: 6.578e-02, eta: 13:05:47, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7473, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.0459 2020-08-19 01:48:38,796 - mmaction - INFO - Epoch [202][500/627] lr: 6.578e-02, eta: 13:05:19, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.5128, top5_acc: 0.7436, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.0906 2020-08-19 01:49:07,060 - mmaction - INFO - Epoch [202][520/627] lr: 6.578e-02, eta: 13:04:51, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.5155, top5_acc: 0.7484, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.0726 2020-08-19 01:49:35,258 - mmaction - INFO - Epoch [202][540/627] lr: 6.578e-02, eta: 13:04:24, time: 1.411, data_time: 0.003, memory: 8470, top1_acc: 0.5132, top5_acc: 0.7382, loss_cls: 2.1426, loss: 2.1426, grad_norm: 2.0855 2020-08-19 01:50:03,973 - mmaction - INFO - Epoch [202][560/627] lr: 6.578e-02, eta: 13:03:56, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7405, loss_cls: 2.1316, loss: 2.1316, grad_norm: 2.0813 2020-08-19 01:50:31,829 - mmaction - INFO - Epoch [202][580/627] lr: 6.578e-02, eta: 13:03:29, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.5138, top5_acc: 0.7378, loss_cls: 2.1224, loss: 2.1224, grad_norm: 2.0453 2020-08-19 01:51:00,033 - mmaction - INFO - Epoch [202][600/627] lr: 6.578e-02, eta: 13:03:01, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7477, loss_cls: 2.0933, loss: 2.0933, grad_norm: 2.0758 2020-08-19 01:51:28,180 - mmaction - INFO - Epoch [202][620/627] lr: 6.578e-02, eta: 13:02:33, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7505, loss_cls: 2.0932, loss: 2.0932, grad_norm: 2.1090 2020-08-19 01:52:09,461 - mmaction - INFO - Epoch [203][20/627] lr: 6.350e-02, eta: 13:01:55, time: 1.611, data_time: 0.370, memory: 8470, top1_acc: 0.5271, top5_acc: 0.7486, loss_cls: 2.0811, loss: 2.0811, grad_norm: 2.0383 2020-08-19 01:52:37,458 - mmaction - INFO - Epoch [203][40/627] lr: 6.350e-02, eta: 13:01:27, time: 1.402, data_time: 0.008, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7496, loss_cls: 2.0809, loss: 2.0809, grad_norm: 2.0904 2020-08-19 01:53:05,062 - mmaction - INFO - Epoch [203][60/627] lr: 6.350e-02, eta: 13:00:59, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.5206, top5_acc: 0.7491, loss_cls: 2.0940, loss: 2.0940, grad_norm: 2.0704 2020-08-19 01:53:33,598 - mmaction - INFO - Epoch [203][80/627] lr: 6.350e-02, eta: 13:00:32, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7510, loss_cls: 2.0957, loss: 2.0957, grad_norm: 2.0677 2020-08-19 01:54:01,568 - mmaction - INFO - Epoch [203][100/627] lr: 6.350e-02, eta: 13:00:04, time: 1.399, data_time: 0.007, memory: 8470, top1_acc: 0.5259, top5_acc: 0.7527, loss_cls: 2.0813, loss: 2.0813, grad_norm: 2.1204 2020-08-19 01:54:30,309 - mmaction - INFO - Epoch [203][120/627] lr: 6.350e-02, eta: 12:59:37, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.5176, top5_acc: 0.7516, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.1280 2020-08-19 01:54:57,866 - mmaction - INFO - Epoch [203][140/627] lr: 6.350e-02, eta: 12:59:09, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.5210, top5_acc: 0.7417, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.0762 2020-08-19 01:55:26,348 - mmaction - INFO - Epoch [203][160/627] lr: 6.350e-02, eta: 12:58:41, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5185, top5_acc: 0.7469, loss_cls: 2.0799, loss: 2.0799, grad_norm: 2.0570 2020-08-19 01:55:54,415 - mmaction - INFO - Epoch [203][180/627] lr: 6.350e-02, eta: 12:58:14, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.5152, top5_acc: 0.7482, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.0963 2020-08-19 01:56:22,771 - mmaction - INFO - Epoch [203][200/627] lr: 6.350e-02, eta: 12:57:46, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5129, top5_acc: 0.7449, loss_cls: 2.0934, loss: 2.0934, grad_norm: 2.0667 2020-08-19 01:56:50,628 - mmaction - INFO - Epoch [203][220/627] lr: 6.350e-02, eta: 12:57:18, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5168, top5_acc: 0.7499, loss_cls: 2.0565, loss: 2.0565, grad_norm: 2.0850 2020-08-19 01:57:18,545 - mmaction - INFO - Epoch [203][240/627] lr: 6.350e-02, eta: 12:56:51, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5112, top5_acc: 0.7405, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.1061 2020-08-19 01:57:47,208 - mmaction - INFO - Epoch [203][260/627] lr: 6.350e-02, eta: 12:56:23, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.5173, top5_acc: 0.7478, loss_cls: 2.1091, loss: 2.1091, grad_norm: 2.0940 2020-08-19 01:58:14,826 - mmaction - INFO - Epoch [203][280/627] lr: 6.350e-02, eta: 12:55:55, time: 1.379, data_time: 0.004, memory: 8470, top1_acc: 0.5203, top5_acc: 0.7431, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.1132 2020-08-19 01:58:42,487 - mmaction - INFO - Epoch [203][300/627] lr: 6.350e-02, eta: 12:55:28, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.5104, top5_acc: 0.7432, loss_cls: 2.1344, loss: 2.1344, grad_norm: 2.1008 2020-08-19 01:59:10,854 - mmaction - INFO - Epoch [203][320/627] lr: 6.350e-02, eta: 12:55:00, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.5216, top5_acc: 0.7522, loss_cls: 2.0801, loss: 2.0801, grad_norm: 2.0528 2020-08-19 01:59:39,049 - mmaction - INFO - Epoch [203][340/627] lr: 6.350e-02, eta: 12:54:32, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.0882 2020-08-19 02:00:11,039 - mmaction - INFO - Epoch [203][360/627] lr: 6.350e-02, eta: 12:54:06, time: 1.593, data_time: 0.006, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7512, loss_cls: 2.0960, loss: 2.0960, grad_norm: 2.1241 2020-08-19 02:00:37,831 - mmaction - INFO - Epoch [203][380/627] lr: 6.350e-02, eta: 12:53:38, time: 1.345, data_time: 0.018, memory: 8470, top1_acc: 0.5202, top5_acc: 0.7520, loss_cls: 2.0757, loss: 2.0757, grad_norm: 2.1049 2020-08-19 02:01:05,068 - mmaction - INFO - Epoch [203][400/627] lr: 6.350e-02, eta: 12:53:10, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7483, loss_cls: 2.1054, loss: 2.1054, grad_norm: 2.0984 2020-08-19 02:01:32,626 - mmaction - INFO - Epoch [203][420/627] lr: 6.350e-02, eta: 12:52:42, time: 1.376, data_time: 0.007, memory: 8470, top1_acc: 0.5095, top5_acc: 0.7342, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.0969 2020-08-19 02:02:00,395 - mmaction - INFO - Epoch [203][440/627] lr: 6.350e-02, eta: 12:52:15, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7556, loss_cls: 2.0840, loss: 2.0840, grad_norm: 2.0894 2020-08-19 02:02:28,737 - mmaction - INFO - Epoch [203][460/627] lr: 6.350e-02, eta: 12:51:47, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5060, top5_acc: 0.7408, loss_cls: 2.1553, loss: 2.1553, grad_norm: 2.1193 2020-08-19 02:02:57,415 - mmaction - INFO - Epoch [203][480/627] lr: 6.350e-02, eta: 12:51:19, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.5160, top5_acc: 0.7487, loss_cls: 2.1063, loss: 2.1063, grad_norm: 2.0971 2020-08-19 02:03:24,413 - mmaction - INFO - Epoch [203][500/627] lr: 6.350e-02, eta: 12:50:52, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.5137, top5_acc: 0.7405, loss_cls: 2.1256, loss: 2.1256, grad_norm: 2.1023 2020-08-19 02:03:53,595 - mmaction - INFO - Epoch [203][520/627] lr: 6.350e-02, eta: 12:50:24, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.5163, top5_acc: 0.7457, loss_cls: 2.1077, loss: 2.1077, grad_norm: 2.1200 2020-08-19 02:04:20,912 - mmaction - INFO - Epoch [203][540/627] lr: 6.350e-02, eta: 12:49:56, time: 1.363, data_time: 0.004, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7443, loss_cls: 2.0949, loss: 2.0949, grad_norm: 2.1005 2020-08-19 02:04:49,689 - mmaction - INFO - Epoch [203][560/627] lr: 6.350e-02, eta: 12:49:29, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.5182, top5_acc: 0.7471, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.0732 2020-08-19 02:05:17,767 - mmaction - INFO - Epoch [203][580/627] lr: 6.350e-02, eta: 12:49:01, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7483, loss_cls: 2.0692, loss: 2.0692, grad_norm: 2.0945 2020-08-19 02:05:46,035 - mmaction - INFO - Epoch [203][600/627] lr: 6.350e-02, eta: 12:48:34, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7453, loss_cls: 2.1128, loss: 2.1128, grad_norm: 2.1266 2020-08-19 02:06:14,091 - mmaction - INFO - Epoch [203][620/627] lr: 6.350e-02, eta: 12:48:06, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.5150, top5_acc: 0.7427, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.1037 2020-08-19 02:06:56,253 - mmaction - INFO - Epoch [204][20/627] lr: 6.125e-02, eta: 12:47:27, time: 1.655, data_time: 0.548, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7418, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.0740 2020-08-19 02:07:23,623 - mmaction - INFO - Epoch [204][40/627] lr: 6.125e-02, eta: 12:47:00, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.5100, top5_acc: 0.7496, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.1102 2020-08-19 02:07:51,173 - mmaction - INFO - Epoch [204][60/627] lr: 6.125e-02, eta: 12:46:32, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.5188, top5_acc: 0.7503, loss_cls: 2.0978, loss: 2.0978, grad_norm: 2.1165 2020-08-19 02:08:18,667 - mmaction - INFO - Epoch [204][80/627] lr: 6.125e-02, eta: 12:46:04, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7480, loss_cls: 2.0792, loss: 2.0792, grad_norm: 2.1002 2020-08-19 02:08:47,130 - mmaction - INFO - Epoch [204][100/627] lr: 6.125e-02, eta: 12:45:37, time: 1.423, data_time: 0.002, memory: 8470, top1_acc: 0.5145, top5_acc: 0.7411, loss_cls: 2.1148, loss: 2.1148, grad_norm: 2.1532 2020-08-19 02:09:14,298 - mmaction - INFO - Epoch [204][120/627] lr: 6.125e-02, eta: 12:45:09, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7553, loss_cls: 2.0448, loss: 2.0448, grad_norm: 2.0958 2020-08-19 02:09:42,469 - mmaction - INFO - Epoch [204][140/627] lr: 6.125e-02, eta: 12:44:41, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.5348, top5_acc: 0.7526, loss_cls: 2.0412, loss: 2.0412, grad_norm: 2.1115 2020-08-19 02:10:10,182 - mmaction - INFO - Epoch [204][160/627] lr: 6.125e-02, eta: 12:44:13, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7516, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.1434 2020-08-19 02:10:37,900 - mmaction - INFO - Epoch [204][180/627] lr: 6.125e-02, eta: 12:43:46, time: 1.386, data_time: 0.002, memory: 8470, top1_acc: 0.5118, top5_acc: 0.7421, loss_cls: 2.1272, loss: 2.1272, grad_norm: 2.1350 2020-08-19 02:11:06,164 - mmaction - INFO - Epoch [204][200/627] lr: 6.125e-02, eta: 12:43:18, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7499, loss_cls: 2.0718, loss: 2.0718, grad_norm: 2.0682 2020-08-19 02:11:34,162 - mmaction - INFO - Epoch [204][220/627] lr: 6.125e-02, eta: 12:42:50, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7563, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.0826 2020-08-19 02:12:02,471 - mmaction - INFO - Epoch [204][240/627] lr: 6.125e-02, eta: 12:42:23, time: 1.415, data_time: 0.003, memory: 8470, top1_acc: 0.5135, top5_acc: 0.7424, loss_cls: 2.1226, loss: 2.1226, grad_norm: 2.1470 2020-08-19 02:12:29,698 - mmaction - INFO - Epoch [204][260/627] lr: 6.125e-02, eta: 12:41:55, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.5267, top5_acc: 0.7460, loss_cls: 2.0881, loss: 2.0881, grad_norm: 2.1093 2020-08-19 02:12:57,627 - mmaction - INFO - Epoch [204][280/627] lr: 6.125e-02, eta: 12:41:27, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.5180, top5_acc: 0.7444, loss_cls: 2.0934, loss: 2.0934, grad_norm: 2.1264 2020-08-19 02:13:25,072 - mmaction - INFO - Epoch [204][300/627] lr: 6.125e-02, eta: 12:40:59, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.5165, top5_acc: 0.7461, loss_cls: 2.0931, loss: 2.0931, grad_norm: 2.1177 2020-08-19 02:13:53,967 - mmaction - INFO - Epoch [204][320/627] lr: 6.125e-02, eta: 12:40:32, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7564, loss_cls: 2.0451, loss: 2.0451, grad_norm: 2.1004 2020-08-19 02:14:20,712 - mmaction - INFO - Epoch [204][340/627] lr: 6.125e-02, eta: 12:40:04, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.5232, top5_acc: 0.7456, loss_cls: 2.0821, loss: 2.0821, grad_norm: 2.1407 2020-08-19 02:14:48,502 - mmaction - INFO - Epoch [204][360/627] lr: 6.125e-02, eta: 12:39:36, time: 1.390, data_time: 0.007, memory: 8470, top1_acc: 0.5367, top5_acc: 0.7591, loss_cls: 2.0383, loss: 2.0383, grad_norm: 2.1051 2020-08-19 02:15:16,518 - mmaction - INFO - Epoch [204][380/627] lr: 6.125e-02, eta: 12:39:09, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.5154, top5_acc: 0.7549, loss_cls: 2.0837, loss: 2.0837, grad_norm: 2.1308 2020-08-19 02:15:43,816 - mmaction - INFO - Epoch [204][400/627] lr: 6.125e-02, eta: 12:38:41, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.5133, top5_acc: 0.7392, loss_cls: 2.1369, loss: 2.1369, grad_norm: 2.1314 2020-08-19 02:16:11,763 - mmaction - INFO - Epoch [204][420/627] lr: 6.125e-02, eta: 12:38:13, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7480, loss_cls: 2.0914, loss: 2.0914, grad_norm: 2.1353 2020-08-19 02:16:39,174 - mmaction - INFO - Epoch [204][440/627] lr: 6.125e-02, eta: 12:37:45, time: 1.374, data_time: 0.007, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7457, loss_cls: 2.0920, loss: 2.0920, grad_norm: 2.1320 2020-08-19 02:17:06,856 - mmaction - INFO - Epoch [204][460/627] lr: 6.125e-02, eta: 12:37:18, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.5169, top5_acc: 0.7509, loss_cls: 2.1014, loss: 2.1014, grad_norm: 2.1355 2020-08-19 02:17:34,245 - mmaction - INFO - Epoch [204][480/627] lr: 6.125e-02, eta: 12:36:50, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.5190, top5_acc: 0.7527, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.1186 2020-08-19 02:18:02,430 - mmaction - INFO - Epoch [204][500/627] lr: 6.125e-02, eta: 12:36:22, time: 1.409, data_time: 0.004, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7501, loss_cls: 2.0902, loss: 2.0902, grad_norm: 2.1140 2020-08-19 02:18:30,115 - mmaction - INFO - Epoch [204][520/627] lr: 6.125e-02, eta: 12:35:54, time: 1.382, data_time: 0.006, memory: 8470, top1_acc: 0.5233, top5_acc: 0.7547, loss_cls: 2.0630, loss: 2.0630, grad_norm: 2.1257 2020-08-19 02:18:57,516 - mmaction - INFO - Epoch [204][540/627] lr: 6.125e-02, eta: 12:35:27, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.5229, top5_acc: 0.7547, loss_cls: 2.0668, loss: 2.0668, grad_norm: 2.1392 2020-08-19 02:19:24,730 - mmaction - INFO - Epoch [204][560/627] lr: 6.125e-02, eta: 12:34:59, time: 1.358, data_time: 0.004, memory: 8470, top1_acc: 0.5199, top5_acc: 0.7492, loss_cls: 2.0887, loss: 2.0887, grad_norm: 2.0903 2020-08-19 02:19:52,895 - mmaction - INFO - Epoch [204][580/627] lr: 6.125e-02, eta: 12:34:31, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.5197, top5_acc: 0.7428, loss_cls: 2.0749, loss: 2.0749, grad_norm: 2.0854 2020-08-19 02:20:20,328 - mmaction - INFO - Epoch [204][600/627] lr: 6.125e-02, eta: 12:34:03, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7470, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.1316 2020-08-19 02:20:48,425 - mmaction - INFO - Epoch [204][620/627] lr: 6.125e-02, eta: 12:33:36, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.5186, top5_acc: 0.7453, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.1373 2020-08-19 02:20:57,311 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-08-19 02:21:29,488 - mmaction - INFO - Epoch [205][20/627] lr: 5.904e-02, eta: 12:32:56, time: 1.495, data_time: 0.295, memory: 8470, top1_acc: 0.5204, top5_acc: 0.7466, loss_cls: 2.0958, loss: 2.0958, grad_norm: 2.1088 2020-08-19 02:21:57,360 - mmaction - INFO - Epoch [205][40/627] lr: 5.904e-02, eta: 12:32:29, time: 1.391, data_time: 0.002, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7542, loss_cls: 2.0193, loss: 2.0193, grad_norm: 2.1336 2020-08-19 02:22:25,043 - mmaction - INFO - Epoch [205][60/627] lr: 5.904e-02, eta: 12:32:01, time: 1.384, data_time: 0.009, memory: 8470, top1_acc: 0.5211, top5_acc: 0.7499, loss_cls: 2.0855, loss: 2.0855, grad_norm: 2.1459 2020-08-19 02:22:52,888 - mmaction - INFO - Epoch [205][80/627] lr: 5.904e-02, eta: 12:31:33, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7561, loss_cls: 2.0340, loss: 2.0340, grad_norm: 2.1246 2020-08-19 02:23:20,326 - mmaction - INFO - Epoch [205][100/627] lr: 5.904e-02, eta: 12:31:05, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7507, loss_cls: 2.0694, loss: 2.0694, grad_norm: 2.1735 2020-08-19 02:23:48,696 - mmaction - INFO - Epoch [205][120/627] lr: 5.904e-02, eta: 12:30:38, time: 1.419, data_time: 0.008, memory: 8470, top1_acc: 0.5242, top5_acc: 0.7556, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.1422 2020-08-19 02:24:16,691 - mmaction - INFO - Epoch [205][140/627] lr: 5.904e-02, eta: 12:30:10, time: 1.398, data_time: 0.004, memory: 8470, top1_acc: 0.5281, top5_acc: 0.7460, loss_cls: 2.0862, loss: 2.0862, grad_norm: 2.1296 2020-08-19 02:24:45,377 - mmaction - INFO - Epoch [205][160/627] lr: 5.904e-02, eta: 12:29:43, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.5389, top5_acc: 0.7568, loss_cls: 2.0295, loss: 2.0295, grad_norm: 2.1021 2020-08-19 02:25:12,787 - mmaction - INFO - Epoch [205][180/627] lr: 5.904e-02, eta: 12:29:15, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.5228, top5_acc: 0.7552, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.1595 2020-08-19 02:25:40,176 - mmaction - INFO - Epoch [205][200/627] lr: 5.904e-02, eta: 12:28:47, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7548, loss_cls: 2.0587, loss: 2.0587, grad_norm: 2.1389 2020-08-19 02:26:07,340 - mmaction - INFO - Epoch [205][220/627] lr: 5.904e-02, eta: 12:28:19, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.5207, top5_acc: 0.7496, loss_cls: 2.0546, loss: 2.0546, grad_norm: 2.0961 2020-08-19 02:26:34,997 - mmaction - INFO - Epoch [205][240/627] lr: 5.904e-02, eta: 12:27:51, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.5219, top5_acc: 0.7457, loss_cls: 2.1001, loss: 2.1001, grad_norm: 2.1577 2020-08-19 02:27:01,813 - mmaction - INFO - Epoch [205][260/627] lr: 5.904e-02, eta: 12:27:23, time: 1.339, data_time: 0.005, memory: 8470, top1_acc: 0.5198, top5_acc: 0.7508, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.1334 2020-08-19 02:27:29,662 - mmaction - INFO - Epoch [205][280/627] lr: 5.904e-02, eta: 12:26:56, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7512, loss_cls: 2.0704, loss: 2.0704, grad_norm: 2.1424 2020-08-19 02:27:57,739 - mmaction - INFO - Epoch [205][300/627] lr: 5.904e-02, eta: 12:26:28, time: 1.404, data_time: 0.008, memory: 8470, top1_acc: 0.5146, top5_acc: 0.7486, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.1672 2020-08-19 02:28:25,814 - mmaction - INFO - Epoch [205][320/627] lr: 5.904e-02, eta: 12:26:00, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.5130, top5_acc: 0.7405, loss_cls: 2.1357, loss: 2.1357, grad_norm: 2.1721 2020-08-19 02:28:52,067 - mmaction - INFO - Epoch [205][340/627] lr: 5.904e-02, eta: 12:25:32, time: 1.316, data_time: 0.004, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7496, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.1279 2020-08-19 02:29:20,508 - mmaction - INFO - Epoch [205][360/627] lr: 5.904e-02, eta: 12:25:05, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7569, loss_cls: 2.0054, loss: 2.0054, grad_norm: 2.1299 2020-08-19 02:29:48,534 - mmaction - INFO - Epoch [205][380/627] lr: 5.904e-02, eta: 12:24:37, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5292, top5_acc: 0.7607, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.1352 2020-08-19 02:30:18,809 - mmaction - INFO - Epoch [205][400/627] lr: 5.904e-02, eta: 12:24:10, time: 1.512, data_time: 0.002, memory: 8470, top1_acc: 0.5228, top5_acc: 0.7426, loss_cls: 2.0790, loss: 2.0790, grad_norm: 2.1797 2020-08-19 02:30:46,644 - mmaction - INFO - Epoch [205][420/627] lr: 5.904e-02, eta: 12:23:42, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7586, loss_cls: 2.0355, loss: 2.0355, grad_norm: 2.1290 2020-08-19 02:31:13,521 - mmaction - INFO - Epoch [205][440/627] lr: 5.904e-02, eta: 12:23:14, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.5191, top5_acc: 0.7505, loss_cls: 2.0895, loss: 2.0895, grad_norm: 2.1393 2020-08-19 02:31:41,718 - mmaction - INFO - Epoch [205][460/627] lr: 5.904e-02, eta: 12:22:47, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7615, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.1364 2020-08-19 02:32:09,424 - mmaction - INFO - Epoch [205][480/627] lr: 5.904e-02, eta: 12:22:19, time: 1.387, data_time: 0.007, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7568, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.1444 2020-08-19 02:32:36,476 - mmaction - INFO - Epoch [205][500/627] lr: 5.904e-02, eta: 12:21:51, time: 1.354, data_time: 0.003, memory: 8470, top1_acc: 0.5221, top5_acc: 0.7535, loss_cls: 2.0748, loss: 2.0748, grad_norm: 2.1562 2020-08-19 02:33:04,214 - mmaction - INFO - Epoch [205][520/627] lr: 5.904e-02, eta: 12:21:23, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.5289, top5_acc: 0.7534, loss_cls: 2.0324, loss: 2.0324, grad_norm: 2.1265 2020-08-19 02:33:31,234 - mmaction - INFO - Epoch [205][540/627] lr: 5.904e-02, eta: 12:20:55, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.5224, top5_acc: 0.7517, loss_cls: 2.0605, loss: 2.0605, grad_norm: 2.1564 2020-08-19 02:33:59,383 - mmaction - INFO - Epoch [205][560/627] lr: 5.904e-02, eta: 12:20:28, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7560, loss_cls: 2.0324, loss: 2.0324, grad_norm: 2.1278 2020-08-19 02:34:26,600 - mmaction - INFO - Epoch [205][580/627] lr: 5.904e-02, eta: 12:20:00, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7529, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.1526 2020-08-19 02:34:54,339 - mmaction - INFO - Epoch [205][600/627] lr: 5.904e-02, eta: 12:19:32, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.5164, top5_acc: 0.7483, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.1857 2020-08-19 02:35:23,968 - mmaction - INFO - Epoch [205][620/627] lr: 5.904e-02, eta: 12:19:05, time: 1.484, data_time: 0.005, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7577, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.1773 2020-08-19 02:36:04,544 - mmaction - INFO - Epoch [206][20/627] lr: 5.686e-02, eta: 12:18:26, time: 1.578, data_time: 0.416, memory: 8470, top1_acc: 0.5275, top5_acc: 0.7592, loss_cls: 2.0505, loss: 2.0505, grad_norm: 2.1563 2020-08-19 02:36:31,964 - mmaction - INFO - Epoch [206][40/627] lr: 5.686e-02, eta: 12:17:58, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.5333, top5_acc: 0.7572, loss_cls: 2.0395, loss: 2.0395, grad_norm: 2.1473 2020-08-19 02:37:00,011 - mmaction - INFO - Epoch [206][60/627] lr: 5.686e-02, eta: 12:17:31, time: 1.401, data_time: 0.004, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7536, loss_cls: 2.0473, loss: 2.0473, grad_norm: 2.1943 2020-08-19 02:37:28,706 - mmaction - INFO - Epoch [206][80/627] lr: 5.686e-02, eta: 12:17:03, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7540, loss_cls: 2.0440, loss: 2.0440, grad_norm: 2.1633 2020-08-19 02:37:57,494 - mmaction - INFO - Epoch [206][100/627] lr: 5.686e-02, eta: 12:16:36, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7573, loss_cls: 2.0221, loss: 2.0221, grad_norm: 2.1328 2020-08-19 02:38:27,335 - mmaction - INFO - Epoch [206][120/627] lr: 5.686e-02, eta: 12:16:08, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.5348, top5_acc: 0.7563, loss_cls: 2.0446, loss: 2.0446, grad_norm: 2.1557 2020-08-19 02:38:56,550 - mmaction - INFO - Epoch [206][140/627] lr: 5.686e-02, eta: 12:15:41, time: 1.463, data_time: 0.005, memory: 8470, top1_acc: 0.5214, top5_acc: 0.7464, loss_cls: 2.0727, loss: 2.0727, grad_norm: 2.1535 2020-08-19 02:39:25,795 - mmaction - INFO - Epoch [206][160/627] lr: 5.686e-02, eta: 12:15:14, time: 1.459, data_time: 0.004, memory: 8470, top1_acc: 0.5215, top5_acc: 0.7507, loss_cls: 2.0736, loss: 2.0736, grad_norm: 2.1444 2020-08-19 02:39:53,377 - mmaction - INFO - Epoch [206][180/627] lr: 5.686e-02, eta: 12:14:46, time: 1.382, data_time: 0.007, memory: 8470, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.0856, loss: 2.0856, grad_norm: 2.2060 2020-08-19 02:40:20,558 - mmaction - INFO - Epoch [206][200/627] lr: 5.686e-02, eta: 12:14:18, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7564, loss_cls: 2.0265, loss: 2.0265, grad_norm: 2.1678 2020-08-19 02:40:48,657 - mmaction - INFO - Epoch [206][220/627] lr: 5.686e-02, eta: 12:13:51, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.5307, top5_acc: 0.7473, loss_cls: 2.0549, loss: 2.0549, grad_norm: 2.1778 2020-08-19 02:41:16,472 - mmaction - INFO - Epoch [206][240/627] lr: 5.686e-02, eta: 12:13:23, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.5253, top5_acc: 0.7503, loss_cls: 2.0961, loss: 2.0961, grad_norm: 2.1801 2020-08-19 02:41:44,378 - mmaction - INFO - Epoch [206][260/627] lr: 5.686e-02, eta: 12:12:55, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.5264, top5_acc: 0.7521, loss_cls: 2.0836, loss: 2.0836, grad_norm: 2.1556 2020-08-19 02:42:13,759 - mmaction - INFO - Epoch [206][280/627] lr: 5.686e-02, eta: 12:12:28, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7512, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.1654 2020-08-19 02:42:42,089 - mmaction - INFO - Epoch [206][300/627] lr: 5.686e-02, eta: 12:12:00, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7520, loss_cls: 2.0733, loss: 2.0733, grad_norm: 2.1438 2020-08-19 02:43:11,520 - mmaction - INFO - Epoch [206][320/627] lr: 5.686e-02, eta: 12:11:33, time: 1.470, data_time: 0.006, memory: 8470, top1_acc: 0.5335, top5_acc: 0.7546, loss_cls: 2.0462, loss: 2.0462, grad_norm: 2.1748 2020-08-19 02:43:39,563 - mmaction - INFO - Epoch [206][340/627] lr: 5.686e-02, eta: 12:11:05, time: 1.404, data_time: 0.009, memory: 8470, top1_acc: 0.5286, top5_acc: 0.7492, loss_cls: 2.0816, loss: 2.0816, grad_norm: 2.1351 2020-08-19 02:44:08,081 - mmaction - INFO - Epoch [206][360/627] lr: 5.686e-02, eta: 12:10:38, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.5316, top5_acc: 0.7572, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.1302 2020-08-19 02:44:35,980 - mmaction - INFO - Epoch [206][380/627] lr: 5.686e-02, eta: 12:10:10, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.5243, top5_acc: 0.7504, loss_cls: 2.0761, loss: 2.0761, grad_norm: 2.1409 2020-08-19 02:45:04,501 - mmaction - INFO - Epoch [206][400/627] lr: 5.686e-02, eta: 12:09:42, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.5337, top5_acc: 0.7569, loss_cls: 2.0300, loss: 2.0300, grad_norm: 2.1625 2020-08-19 02:45:31,185 - mmaction - INFO - Epoch [206][420/627] lr: 5.686e-02, eta: 12:09:14, time: 1.332, data_time: 0.002, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7525, loss_cls: 2.0530, loss: 2.0530, grad_norm: 2.1754 2020-08-19 02:45:58,870 - mmaction - INFO - Epoch [206][440/627] lr: 5.686e-02, eta: 12:08:47, time: 1.387, data_time: 0.007, memory: 8470, top1_acc: 0.5284, top5_acc: 0.7539, loss_cls: 2.0730, loss: 2.0730, grad_norm: 2.1552 2020-08-19 02:46:25,531 - mmaction - INFO - Epoch [206][460/627] lr: 5.686e-02, eta: 12:08:19, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.5404, top5_acc: 0.7544, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.1299 2020-08-19 02:46:52,766 - mmaction - INFO - Epoch [206][480/627] lr: 5.686e-02, eta: 12:07:51, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.5230, top5_acc: 0.7560, loss_cls: 2.0485, loss: 2.0485, grad_norm: 2.2098 2020-08-19 02:47:18,638 - mmaction - INFO - Epoch [206][500/627] lr: 5.686e-02, eta: 12:07:23, time: 1.292, data_time: 0.005, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7547, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.1940 2020-08-19 02:47:44,807 - mmaction - INFO - Epoch [206][520/627] lr: 5.686e-02, eta: 12:06:55, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.5352, top5_acc: 0.7549, loss_cls: 2.0321, loss: 2.0321, grad_norm: 2.1501 2020-08-19 02:48:10,992 - mmaction - INFO - Epoch [206][540/627] lr: 5.686e-02, eta: 12:06:26, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5247, top5_acc: 0.7538, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.1800 2020-08-19 02:48:36,981 - mmaction - INFO - Epoch [206][560/627] lr: 5.686e-02, eta: 12:05:58, time: 1.303, data_time: 0.007, memory: 8470, top1_acc: 0.5342, top5_acc: 0.7576, loss_cls: 2.0438, loss: 2.0438, grad_norm: 2.1412 2020-08-19 02:49:04,302 - mmaction - INFO - Epoch [206][580/627] lr: 5.686e-02, eta: 12:05:31, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.5286, top5_acc: 0.7564, loss_cls: 2.0331, loss: 2.0331, grad_norm: 2.1428 2020-08-19 02:49:29,550 - mmaction - INFO - Epoch [206][600/627] lr: 5.686e-02, eta: 12:05:02, time: 1.263, data_time: 0.003, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7621, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.2175 2020-08-19 02:49:57,221 - mmaction - INFO - Epoch [206][620/627] lr: 5.686e-02, eta: 12:04:34, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.5103, top5_acc: 0.7466, loss_cls: 2.1050, loss: 2.1050, grad_norm: 2.1885 2020-08-19 02:50:37,028 - mmaction - INFO - Epoch [207][20/627] lr: 5.472e-02, eta: 12:03:55, time: 1.521, data_time: 0.376, memory: 8470, top1_acc: 0.5240, top5_acc: 0.7530, loss_cls: 2.0722, loss: 2.0722, grad_norm: 2.1968 2020-08-19 02:51:03,328 - mmaction - INFO - Epoch [207][40/627] lr: 5.472e-02, eta: 12:03:27, time: 1.317, data_time: 0.006, memory: 8470, top1_acc: 0.5375, top5_acc: 0.7604, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.1782 2020-08-19 02:51:29,915 - mmaction - INFO - Epoch [207][60/627] lr: 5.472e-02, eta: 12:02:59, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7650, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.1700 2020-08-19 02:51:57,459 - mmaction - INFO - Epoch [207][80/627] lr: 5.472e-02, eta: 12:02:31, time: 1.378, data_time: 0.006, memory: 8470, top1_acc: 0.5358, top5_acc: 0.7602, loss_cls: 2.0173, loss: 2.0173, grad_norm: 2.1731 2020-08-19 02:52:25,679 - mmaction - INFO - Epoch [207][100/627] lr: 5.472e-02, eta: 12:02:04, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7462, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.2141 2020-08-19 02:52:52,887 - mmaction - INFO - Epoch [207][120/627] lr: 5.472e-02, eta: 12:01:36, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.5383, top5_acc: 0.7639, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.1717 2020-08-19 02:53:19,117 - mmaction - INFO - Epoch [207][140/627] lr: 5.472e-02, eta: 12:01:08, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7620, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.1630 2020-08-19 02:53:45,918 - mmaction - INFO - Epoch [207][160/627] lr: 5.472e-02, eta: 12:00:40, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.5262, top5_acc: 0.7542, loss_cls: 2.0354, loss: 2.0354, grad_norm: 2.2144 2020-08-19 02:54:13,370 - mmaction - INFO - Epoch [207][180/627] lr: 5.472e-02, eta: 12:00:12, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.5286, top5_acc: 0.7591, loss_cls: 2.0391, loss: 2.0391, grad_norm: 2.2097 2020-08-19 02:54:40,741 - mmaction - INFO - Epoch [207][200/627] lr: 5.472e-02, eta: 11:59:44, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.5266, top5_acc: 0.7569, loss_cls: 2.0325, loss: 2.0325, grad_norm: 2.1385 2020-08-19 02:55:07,299 - mmaction - INFO - Epoch [207][220/627] lr: 5.472e-02, eta: 11:59:16, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.5480, top5_acc: 0.7656, loss_cls: 1.9674, loss: 1.9674, grad_norm: 2.1419 2020-08-19 02:55:33,016 - mmaction - INFO - Epoch [207][240/627] lr: 5.472e-02, eta: 11:58:48, time: 1.286, data_time: 0.002, memory: 8470, top1_acc: 0.5344, top5_acc: 0.7565, loss_cls: 2.0302, loss: 2.0302, grad_norm: 2.2062 2020-08-19 02:56:00,006 - mmaction - INFO - Epoch [207][260/627] lr: 5.472e-02, eta: 11:58:20, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.5385, top5_acc: 0.7602, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.1915 2020-08-19 02:56:26,260 - mmaction - INFO - Epoch [207][280/627] lr: 5.472e-02, eta: 11:57:52, time: 1.313, data_time: 0.004, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7573, loss_cls: 2.0281, loss: 2.0281, grad_norm: 2.1791 2020-08-19 02:56:53,580 - mmaction - INFO - Epoch [207][300/627] lr: 5.472e-02, eta: 11:57:24, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.5344, top5_acc: 0.7490, loss_cls: 2.0615, loss: 2.0615, grad_norm: 2.2046 2020-08-19 02:57:19,619 - mmaction - INFO - Epoch [207][320/627] lr: 5.472e-02, eta: 11:56:56, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.5298, top5_acc: 0.7579, loss_cls: 2.0582, loss: 2.0582, grad_norm: 2.2038 2020-08-19 02:57:45,780 - mmaction - INFO - Epoch [207][340/627] lr: 5.472e-02, eta: 11:56:28, time: 1.306, data_time: 0.006, memory: 8470, top1_acc: 0.5249, top5_acc: 0.7487, loss_cls: 2.0608, loss: 2.0608, grad_norm: 2.1765 2020-08-19 02:58:13,777 - mmaction - INFO - Epoch [207][360/627] lr: 5.472e-02, eta: 11:56:00, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5251, top5_acc: 0.7569, loss_cls: 2.0483, loss: 2.0483, grad_norm: 2.1756 2020-08-19 02:58:40,964 - mmaction - INFO - Epoch [207][380/627] lr: 5.472e-02, eta: 11:55:33, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.5273, top5_acc: 0.7535, loss_cls: 2.0541, loss: 2.0541, grad_norm: 2.2212 2020-08-19 02:59:07,799 - mmaction - INFO - Epoch [207][400/627] lr: 5.472e-02, eta: 11:55:05, time: 1.340, data_time: 0.006, memory: 8470, top1_acc: 0.5379, top5_acc: 0.7684, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.1787 2020-08-19 02:59:34,787 - mmaction - INFO - Epoch [207][420/627] lr: 5.472e-02, eta: 11:54:37, time: 1.348, data_time: 0.006, memory: 8470, top1_acc: 0.5367, top5_acc: 0.7598, loss_cls: 2.0239, loss: 2.0239, grad_norm: 2.2120 2020-08-19 03:00:01,703 - mmaction - INFO - Epoch [207][440/627] lr: 5.472e-02, eta: 11:54:09, time: 1.349, data_time: 0.007, memory: 8470, top1_acc: 0.5254, top5_acc: 0.7493, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.2109 2020-08-19 03:00:33,384 - mmaction - INFO - Epoch [207][460/627] lr: 5.472e-02, eta: 11:53:42, time: 1.571, data_time: 0.005, memory: 8470, top1_acc: 0.5329, top5_acc: 0.7591, loss_cls: 2.0143, loss: 2.0143, grad_norm: 2.1789 2020-08-19 03:01:00,482 - mmaction - INFO - Epoch [207][480/627] lr: 5.472e-02, eta: 11:53:14, time: 1.368, data_time: 0.026, memory: 8470, top1_acc: 0.5159, top5_acc: 0.7500, loss_cls: 2.0943, loss: 2.0943, grad_norm: 2.2918 2020-08-19 03:01:28,593 - mmaction - INFO - Epoch [207][500/627] lr: 5.472e-02, eta: 11:52:47, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7633, loss_cls: 2.0093, loss: 2.0093, grad_norm: 2.1991 2020-08-19 03:01:57,510 - mmaction - INFO - Epoch [207][520/627] lr: 5.472e-02, eta: 11:52:19, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7577, loss_cls: 2.0363, loss: 2.0363, grad_norm: 2.1823 2020-08-19 03:02:25,465 - mmaction - INFO - Epoch [207][540/627] lr: 5.472e-02, eta: 11:51:51, time: 1.396, data_time: 0.004, memory: 8470, top1_acc: 0.5305, top5_acc: 0.7488, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.1915 2020-08-19 03:02:52,525 - mmaction - INFO - Epoch [207][560/627] lr: 5.472e-02, eta: 11:51:24, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.5257, top5_acc: 0.7596, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.2118 2020-08-19 03:03:20,801 - mmaction - INFO - Epoch [207][580/627] lr: 5.472e-02, eta: 11:50:56, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.5223, top5_acc: 0.7557, loss_cls: 2.0431, loss: 2.0431, grad_norm: 2.1983 2020-08-19 03:03:48,492 - mmaction - INFO - Epoch [207][600/627] lr: 5.472e-02, eta: 11:50:28, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.5323, top5_acc: 0.7582, loss_cls: 2.0386, loss: 2.0386, grad_norm: 2.1897 2020-08-19 03:04:16,150 - mmaction - INFO - Epoch [207][620/627] lr: 5.472e-02, eta: 11:50:00, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7538, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.2290 2020-08-19 03:05:00,271 - mmaction - INFO - Epoch [208][20/627] lr: 5.262e-02, eta: 11:49:23, time: 1.763, data_time: 0.552, memory: 8470, top1_acc: 0.5355, top5_acc: 0.7547, loss_cls: 2.0382, loss: 2.0382, grad_norm: 2.1732 2020-08-19 03:05:28,047 - mmaction - INFO - Epoch [208][40/627] lr: 5.262e-02, eta: 11:48:55, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.5402, top5_acc: 0.7635, loss_cls: 1.9862, loss: 1.9862, grad_norm: 2.2001 2020-08-19 03:05:56,311 - mmaction - INFO - Epoch [208][60/627] lr: 5.262e-02, eta: 11:48:27, time: 1.414, data_time: 0.004, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7560, loss_cls: 2.0201, loss: 2.0201, grad_norm: 2.1892 2020-08-19 03:06:26,029 - mmaction - INFO - Epoch [208][80/627] lr: 5.262e-02, eta: 11:48:00, time: 1.484, data_time: 0.005, memory: 8470, top1_acc: 0.5362, top5_acc: 0.7651, loss_cls: 2.0090, loss: 2.0090, grad_norm: 2.2085 2020-08-19 03:06:55,654 - mmaction - INFO - Epoch [208][100/627] lr: 5.262e-02, eta: 11:47:33, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.5353, top5_acc: 0.7573, loss_cls: 2.0076, loss: 2.0076, grad_norm: 2.1676 2020-08-19 03:07:25,083 - mmaction - INFO - Epoch [208][120/627] lr: 5.262e-02, eta: 11:47:05, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.5339, top5_acc: 0.7570, loss_cls: 2.0270, loss: 2.0270, grad_norm: 2.1955 2020-08-19 03:07:54,166 - mmaction - INFO - Epoch [208][140/627] lr: 5.262e-02, eta: 11:46:38, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.5371, top5_acc: 0.7634, loss_cls: 2.0027, loss: 2.0027, grad_norm: 2.2259 2020-08-19 03:08:24,149 - mmaction - INFO - Epoch [208][160/627] lr: 5.262e-02, eta: 11:46:11, time: 1.499, data_time: 0.006, memory: 8470, top1_acc: 0.5194, top5_acc: 0.7509, loss_cls: 2.0699, loss: 2.0699, grad_norm: 2.2124 2020-08-19 03:08:52,506 - mmaction - INFO - Epoch [208][180/627] lr: 5.262e-02, eta: 11:45:43, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.5349, top5_acc: 0.7634, loss_cls: 2.0213, loss: 2.0213, grad_norm: 2.1994 2020-08-19 03:09:21,477 - mmaction - INFO - Epoch [208][200/627] lr: 5.262e-02, eta: 11:45:16, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.5417, top5_acc: 0.7553, loss_cls: 2.0303, loss: 2.0303, grad_norm: 2.2094 2020-08-19 03:09:50,779 - mmaction - INFO - Epoch [208][220/627] lr: 5.262e-02, eta: 11:44:48, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7581, loss_cls: 2.0320, loss: 2.0320, grad_norm: 2.2239 2020-08-19 03:10:19,366 - mmaction - INFO - Epoch [208][240/627] lr: 5.262e-02, eta: 11:44:21, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.5437, top5_acc: 0.7612, loss_cls: 1.9987, loss: 1.9987, grad_norm: 2.1975 2020-08-19 03:10:48,650 - mmaction - INFO - Epoch [208][260/627] lr: 5.262e-02, eta: 11:43:53, time: 1.465, data_time: 0.007, memory: 8470, top1_acc: 0.5358, top5_acc: 0.7546, loss_cls: 2.0494, loss: 2.0494, grad_norm: 2.2260 2020-08-19 03:11:17,565 - mmaction - INFO - Epoch [208][280/627] lr: 5.262e-02, eta: 11:43:26, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.5279, top5_acc: 0.7540, loss_cls: 2.0542, loss: 2.0542, grad_norm: 2.2253 2020-08-19 03:11:45,845 - mmaction - INFO - Epoch [208][300/627] lr: 5.262e-02, eta: 11:42:58, time: 1.411, data_time: 0.006, memory: 8470, top1_acc: 0.5469, top5_acc: 0.7618, loss_cls: 1.9823, loss: 1.9823, grad_norm: 2.1838 2020-08-19 03:12:15,209 - mmaction - INFO - Epoch [208][320/627] lr: 5.262e-02, eta: 11:42:31, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.5354, top5_acc: 0.7570, loss_cls: 2.0162, loss: 2.0162, grad_norm: 2.2068 2020-08-19 03:12:43,992 - mmaction - INFO - Epoch [208][340/627] lr: 5.262e-02, eta: 11:42:04, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.5315, top5_acc: 0.7559, loss_cls: 2.0372, loss: 2.0372, grad_norm: 2.2523 2020-08-19 03:13:12,455 - mmaction - INFO - Epoch [208][360/627] lr: 5.262e-02, eta: 11:41:36, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7582, loss_cls: 2.0133, loss: 2.0133, grad_norm: 2.2077 2020-08-19 03:13:41,246 - mmaction - INFO - Epoch [208][380/627] lr: 5.262e-02, eta: 11:41:09, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.5414, top5_acc: 0.7639, loss_cls: 2.0005, loss: 2.0005, grad_norm: 2.2124 2020-08-19 03:14:10,733 - mmaction - INFO - Epoch [208][400/627] lr: 5.262e-02, eta: 11:40:41, time: 1.475, data_time: 0.005, memory: 8470, top1_acc: 0.5234, top5_acc: 0.7591, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.2365 2020-08-19 03:14:38,949 - mmaction - INFO - Epoch [208][420/627] lr: 5.262e-02, eta: 11:40:14, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.5336, top5_acc: 0.7587, loss_cls: 2.0257, loss: 2.0257, grad_norm: 2.1701 2020-08-19 03:15:07,167 - mmaction - INFO - Epoch [208][440/627] lr: 5.262e-02, eta: 11:39:46, time: 1.414, data_time: 0.007, memory: 8470, top1_acc: 0.5398, top5_acc: 0.7668, loss_cls: 1.9922, loss: 1.9922, grad_norm: 2.1889 2020-08-19 03:15:35,150 - mmaction - INFO - Epoch [208][460/627] lr: 5.262e-02, eta: 11:39:18, time: 1.399, data_time: 0.002, memory: 8470, top1_acc: 0.5376, top5_acc: 0.7608, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.2342 2020-08-19 03:16:03,574 - mmaction - INFO - Epoch [208][480/627] lr: 5.262e-02, eta: 11:38:51, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5439, top5_acc: 0.7629, loss_cls: 2.0061, loss: 2.0061, grad_norm: 2.2362 2020-08-19 03:16:33,005 - mmaction - INFO - Epoch [208][500/627] lr: 5.262e-02, eta: 11:38:23, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.5201, top5_acc: 0.7513, loss_cls: 2.0715, loss: 2.0715, grad_norm: 2.2611 2020-08-19 03:17:00,842 - mmaction - INFO - Epoch [208][520/627] lr: 5.262e-02, eta: 11:37:56, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5299, top5_acc: 0.7444, loss_cls: 2.0848, loss: 2.0848, grad_norm: 2.2332 2020-08-19 03:17:29,416 - mmaction - INFO - Epoch [208][540/627] lr: 5.262e-02, eta: 11:37:28, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.5276, top5_acc: 0.7570, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.2221 2020-08-19 03:17:57,454 - mmaction - INFO - Epoch [208][560/627] lr: 5.262e-02, eta: 11:37:01, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5301, top5_acc: 0.7590, loss_cls: 2.0303, loss: 2.0303, grad_norm: 2.2322 2020-08-19 03:18:25,918 - mmaction - INFO - Epoch [208][580/627] lr: 5.262e-02, eta: 11:36:33, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5187, top5_acc: 0.7484, loss_cls: 2.0868, loss: 2.0868, grad_norm: 2.2497 2020-08-19 03:18:54,444 - mmaction - INFO - Epoch [208][600/627] lr: 5.262e-02, eta: 11:36:05, time: 1.428, data_time: 0.004, memory: 8470, top1_acc: 0.5348, top5_acc: 0.7595, loss_cls: 2.0327, loss: 2.0327, grad_norm: 2.2239 2020-08-19 03:19:22,534 - mmaction - INFO - Epoch [208][620/627] lr: 5.262e-02, eta: 11:35:38, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.5366, top5_acc: 0.7637, loss_cls: 2.0060, loss: 2.0060, grad_norm: 2.2083 2020-08-19 03:19:31,329 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-08-19 03:20:04,097 - mmaction - INFO - Epoch [209][20/627] lr: 5.056e-02, eta: 11:34:59, time: 1.478, data_time: 0.255, memory: 8470, top1_acc: 0.5365, top5_acc: 0.7641, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.2335 2020-08-19 03:20:32,232 - mmaction - INFO - Epoch [209][40/627] lr: 5.056e-02, eta: 11:34:31, time: 1.406, data_time: 0.004, memory: 8470, top1_acc: 0.5409, top5_acc: 0.7706, loss_cls: 1.9650, loss: 1.9650, grad_norm: 2.2234 2020-08-19 03:21:00,660 - mmaction - INFO - Epoch [209][60/627] lr: 5.056e-02, eta: 11:34:03, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 2.0048, loss: 2.0048, grad_norm: 2.2166 2020-08-19 03:21:28,569 - mmaction - INFO - Epoch [209][80/627] lr: 5.056e-02, eta: 11:33:36, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.5352, top5_acc: 0.7626, loss_cls: 1.9880, loss: 1.9880, grad_norm: 2.2264 2020-08-19 03:21:57,814 - mmaction - INFO - Epoch [209][100/627] lr: 5.056e-02, eta: 11:33:08, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.5418, top5_acc: 0.7647, loss_cls: 1.9834, loss: 1.9834, grad_norm: 2.2219 2020-08-19 03:22:26,307 - mmaction - INFO - Epoch [209][120/627] lr: 5.056e-02, eta: 11:32:41, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.5366, top5_acc: 0.7560, loss_cls: 2.0404, loss: 2.0404, grad_norm: 2.2427 2020-08-19 03:22:54,675 - mmaction - INFO - Epoch [209][140/627] lr: 5.056e-02, eta: 11:32:13, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.5382, top5_acc: 0.7706, loss_cls: 1.9669, loss: 1.9669, grad_norm: 2.2160 2020-08-19 03:23:23,347 - mmaction - INFO - Epoch [209][160/627] lr: 5.056e-02, eta: 11:31:46, time: 1.433, data_time: 0.004, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7589, loss_cls: 2.0301, loss: 2.0301, grad_norm: 2.2560 2020-08-19 03:23:52,519 - mmaction - INFO - Epoch [209][180/627] lr: 5.056e-02, eta: 11:31:18, time: 1.457, data_time: 0.006, memory: 8470, top1_acc: 0.5326, top5_acc: 0.7609, loss_cls: 1.9978, loss: 1.9978, grad_norm: 2.2318 2020-08-19 03:24:21,846 - mmaction - INFO - Epoch [209][200/627] lr: 5.056e-02, eta: 11:30:51, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.5434, top5_acc: 0.7599, loss_cls: 2.0153, loss: 2.0153, grad_norm: 2.2152 2020-08-19 03:24:51,818 - mmaction - INFO - Epoch [209][220/627] lr: 5.056e-02, eta: 11:30:24, time: 1.495, data_time: 0.005, memory: 8470, top1_acc: 0.5401, top5_acc: 0.7665, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.2324 2020-08-19 03:25:20,318 - mmaction - INFO - Epoch [209][240/627] lr: 5.056e-02, eta: 11:29:56, time: 1.427, data_time: 0.007, memory: 8470, top1_acc: 0.5238, top5_acc: 0.7493, loss_cls: 2.0784, loss: 2.0784, grad_norm: 2.2470 2020-08-19 03:25:49,715 - mmaction - INFO - Epoch [209][260/627] lr: 5.056e-02, eta: 11:29:29, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.5383, top5_acc: 0.7686, loss_cls: 1.9589, loss: 1.9589, grad_norm: 2.2161 2020-08-19 03:26:17,827 - mmaction - INFO - Epoch [209][280/627] lr: 5.056e-02, eta: 11:29:01, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5318, top5_acc: 0.7621, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.2624 2020-08-19 03:26:45,707 - mmaction - INFO - Epoch [209][300/627] lr: 5.056e-02, eta: 11:28:33, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5464, top5_acc: 0.7664, loss_cls: 1.9810, loss: 1.9810, grad_norm: 2.2359 2020-08-19 03:27:13,288 - mmaction - INFO - Epoch [209][320/627] lr: 5.056e-02, eta: 11:28:06, time: 1.378, data_time: 0.004, memory: 8470, top1_acc: 0.5387, top5_acc: 0.7612, loss_cls: 2.0068, loss: 2.0068, grad_norm: 2.2785 2020-08-19 03:27:40,029 - mmaction - INFO - Epoch [209][340/627] lr: 5.056e-02, eta: 11:27:38, time: 1.337, data_time: 0.007, memory: 8470, top1_acc: 0.5311, top5_acc: 0.7612, loss_cls: 2.0078, loss: 2.0078, grad_norm: 2.2813 2020-08-19 03:28:10,014 - mmaction - INFO - Epoch [209][360/627] lr: 5.056e-02, eta: 11:27:10, time: 1.501, data_time: 0.005, memory: 8470, top1_acc: 0.5470, top5_acc: 0.7702, loss_cls: 1.9587, loss: 1.9587, grad_norm: 2.2277 2020-08-19 03:28:37,204 - mmaction - INFO - Epoch [209][380/627] lr: 5.056e-02, eta: 11:26:43, time: 1.358, data_time: 0.004, memory: 8470, top1_acc: 0.5415, top5_acc: 0.7638, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.2200 2020-08-19 03:29:06,300 - mmaction - INFO - Epoch [209][400/627] lr: 5.056e-02, eta: 11:26:15, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.5411, top5_acc: 0.7591, loss_cls: 1.9901, loss: 1.9901, grad_norm: 2.2434 2020-08-19 03:29:33,688 - mmaction - INFO - Epoch [209][420/627] lr: 5.056e-02, eta: 11:25:47, time: 1.368, data_time: 0.007, memory: 8470, top1_acc: 0.5353, top5_acc: 0.7531, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.2547 2020-08-19 03:30:02,690 - mmaction - INFO - Epoch [209][440/627] lr: 5.056e-02, eta: 11:25:20, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.5393, top5_acc: 0.7577, loss_cls: 2.0007, loss: 2.0007, grad_norm: 2.2343 2020-08-19 03:30:29,253 - mmaction - INFO - Epoch [209][460/627] lr: 5.056e-02, eta: 11:24:52, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.5486, top5_acc: 0.7753, loss_cls: 1.9560, loss: 1.9560, grad_norm: 2.2413 2020-08-19 03:30:58,024 - mmaction - INFO - Epoch [209][480/627] lr: 5.056e-02, eta: 11:24:24, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.5220, top5_acc: 0.7441, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.2929 2020-08-19 03:31:26,392 - mmaction - INFO - Epoch [209][500/627] lr: 5.056e-02, eta: 11:23:57, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.5395, top5_acc: 0.7576, loss_cls: 2.0083, loss: 2.0083, grad_norm: 2.2305 2020-08-19 03:31:54,320 - mmaction - INFO - Epoch [209][520/627] lr: 5.056e-02, eta: 11:23:29, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.5371, top5_acc: 0.7546, loss_cls: 2.0225, loss: 2.0225, grad_norm: 2.2505 2020-08-19 03:32:22,317 - mmaction - INFO - Epoch [209][540/627] lr: 5.056e-02, eta: 11:23:01, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.5324, top5_acc: 0.7559, loss_cls: 2.0202, loss: 2.0202, grad_norm: 2.2440 2020-08-19 03:32:50,541 - mmaction - INFO - Epoch [209][560/627] lr: 5.056e-02, eta: 11:22:34, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.5293, top5_acc: 0.7533, loss_cls: 2.0454, loss: 2.0454, grad_norm: 2.2758 2020-08-19 03:33:19,463 - mmaction - INFO - Epoch [209][580/627] lr: 5.056e-02, eta: 11:22:06, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.5449, top5_acc: 0.7652, loss_cls: 1.9854, loss: 1.9854, grad_norm: 2.2230 2020-08-19 03:33:47,865 - mmaction - INFO - Epoch [209][600/627] lr: 5.056e-02, eta: 11:21:39, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.5400, top5_acc: 0.7592, loss_cls: 2.0043, loss: 2.0043, grad_norm: 2.2478 2020-08-19 03:34:16,387 - mmaction - INFO - Epoch [209][620/627] lr: 5.056e-02, eta: 11:21:11, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.5288, top5_acc: 0.7595, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.2663 2020-08-19 03:34:59,149 - mmaction - INFO - Epoch [210][20/627] lr: 4.853e-02, eta: 11:20:33, time: 1.641, data_time: 0.385, memory: 8470, top1_acc: 0.5530, top5_acc: 0.7648, loss_cls: 1.9586, loss: 1.9586, grad_norm: 2.2481 2020-08-19 03:35:25,556 - mmaction - INFO - Epoch [210][40/627] lr: 4.853e-02, eta: 11:20:05, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.5363, top5_acc: 0.7695, loss_cls: 2.0019, loss: 2.0019, grad_norm: 2.2507 2020-08-19 03:35:51,278 - mmaction - INFO - Epoch [210][60/627] lr: 4.853e-02, eta: 11:19:37, time: 1.285, data_time: 0.007, memory: 8470, top1_acc: 0.5418, top5_acc: 0.7569, loss_cls: 1.9968, loss: 1.9968, grad_norm: 2.2594 2020-08-19 03:36:18,381 - mmaction - INFO - Epoch [210][80/627] lr: 4.853e-02, eta: 11:19:09, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.5478, top5_acc: 0.7729, loss_cls: 1.9762, loss: 1.9762, grad_norm: 2.2580 2020-08-19 03:36:44,543 - mmaction - INFO - Epoch [210][100/627] lr: 4.853e-02, eta: 11:18:41, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5419, top5_acc: 0.7652, loss_cls: 1.9788, loss: 1.9788, grad_norm: 2.2356 2020-08-19 03:37:11,051 - mmaction - INFO - Epoch [210][120/627] lr: 4.853e-02, eta: 11:18:13, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.5466, top5_acc: 0.7659, loss_cls: 1.9815, loss: 1.9815, grad_norm: 2.2715 2020-08-19 03:37:38,463 - mmaction - INFO - Epoch [210][140/627] lr: 4.853e-02, eta: 11:17:45, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7651, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.2935 2020-08-19 03:38:05,337 - mmaction - INFO - Epoch [210][160/627] lr: 4.853e-02, eta: 11:17:17, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.5434, top5_acc: 0.7642, loss_cls: 1.9853, loss: 1.9853, grad_norm: 2.2347 2020-08-19 03:38:33,613 - mmaction - INFO - Epoch [210][180/627] lr: 4.853e-02, eta: 11:16:49, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.5310, top5_acc: 0.7562, loss_cls: 2.0198, loss: 2.0198, grad_norm: 2.2608 2020-08-19 03:38:58,825 - mmaction - INFO - Epoch [210][200/627] lr: 4.853e-02, eta: 11:16:21, time: 1.262, data_time: 0.005, memory: 8470, top1_acc: 0.5372, top5_acc: 0.7697, loss_cls: 1.9780, loss: 1.9780, grad_norm: 2.2637 2020-08-19 03:39:26,834 - mmaction - INFO - Epoch [210][220/627] lr: 4.853e-02, eta: 11:15:53, time: 1.401, data_time: 0.140, memory: 8470, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9932, loss: 1.9932, grad_norm: 2.2427 2020-08-19 03:39:53,342 - mmaction - INFO - Epoch [210][240/627] lr: 4.853e-02, eta: 11:15:25, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.5486, top5_acc: 0.7656, loss_cls: 1.9581, loss: 1.9581, grad_norm: 2.2528 2020-08-19 03:40:19,421 - mmaction - INFO - Epoch [210][260/627] lr: 4.853e-02, eta: 11:14:57, time: 1.306, data_time: 0.006, memory: 8470, top1_acc: 0.5397, top5_acc: 0.7685, loss_cls: 1.9676, loss: 1.9676, grad_norm: 2.2756 2020-08-19 03:40:45,595 - mmaction - INFO - Epoch [210][280/627] lr: 4.853e-02, eta: 11:14:29, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.5372, top5_acc: 0.7622, loss_cls: 2.0090, loss: 2.0090, grad_norm: 2.2999 2020-08-19 03:41:12,933 - mmaction - INFO - Epoch [210][300/627] lr: 4.853e-02, eta: 11:14:01, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.5474, top5_acc: 0.7742, loss_cls: 1.9579, loss: 1.9579, grad_norm: 2.2762 2020-08-19 03:41:39,361 - mmaction - INFO - Epoch [210][320/627] lr: 4.853e-02, eta: 11:13:33, time: 1.320, data_time: 0.003, memory: 8470, top1_acc: 0.5402, top5_acc: 0.7620, loss_cls: 1.9972, loss: 1.9972, grad_norm: 2.2739 2020-08-19 03:42:08,205 - mmaction - INFO - Epoch [210][340/627] lr: 4.853e-02, eta: 11:13:06, time: 1.442, data_time: 0.007, memory: 8470, top1_acc: 0.5422, top5_acc: 0.7613, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.2823 2020-08-19 03:42:33,253 - mmaction - INFO - Epoch [210][360/627] lr: 4.853e-02, eta: 11:12:38, time: 1.254, data_time: 0.007, memory: 8470, top1_acc: 0.5350, top5_acc: 0.7717, loss_cls: 1.9878, loss: 1.9878, grad_norm: 2.2734 2020-08-19 03:43:00,646 - mmaction - INFO - Epoch [210][380/627] lr: 4.853e-02, eta: 11:12:10, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.5358, top5_acc: 0.7641, loss_cls: 1.9765, loss: 1.9765, grad_norm: 2.2237 2020-08-19 03:43:28,330 - mmaction - INFO - Epoch [210][400/627] lr: 4.853e-02, eta: 11:11:42, time: 1.387, data_time: 0.006, memory: 8470, top1_acc: 0.5384, top5_acc: 0.7646, loss_cls: 1.9874, loss: 1.9874, grad_norm: 2.2799 2020-08-19 03:43:54,590 - mmaction - INFO - Epoch [210][420/627] lr: 4.853e-02, eta: 11:11:14, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.5408, top5_acc: 0.7668, loss_cls: 1.9783, loss: 1.9783, grad_norm: 2.2801 2020-08-19 03:44:21,388 - mmaction - INFO - Epoch [210][440/627] lr: 4.853e-02, eta: 11:10:46, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.5401, top5_acc: 0.7654, loss_cls: 1.9897, loss: 1.9897, grad_norm: 2.2355 2020-08-19 03:44:47,619 - mmaction - INFO - Epoch [210][460/627] lr: 4.853e-02, eta: 11:10:18, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.5277, top5_acc: 0.7529, loss_cls: 2.0273, loss: 2.0273, grad_norm: 2.2933 2020-08-19 03:45:13,941 - mmaction - INFO - Epoch [210][480/627] lr: 4.853e-02, eta: 11:09:50, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.5423, top5_acc: 0.7633, loss_cls: 2.0095, loss: 2.0095, grad_norm: 2.2889 2020-08-19 03:45:40,292 - mmaction - INFO - Epoch [210][500/627] lr: 4.853e-02, eta: 11:09:22, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.5354, top5_acc: 0.7608, loss_cls: 1.9979, loss: 1.9979, grad_norm: 2.2993 2020-08-19 03:46:04,773 - mmaction - INFO - Epoch [210][520/627] lr: 4.853e-02, eta: 11:08:53, time: 1.222, data_time: 0.006, memory: 8470, top1_acc: 0.5397, top5_acc: 0.7620, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.2306 2020-08-19 03:46:31,337 - mmaction - INFO - Epoch [210][540/627] lr: 4.853e-02, eta: 11:08:25, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.5370, top5_acc: 0.7613, loss_cls: 1.9916, loss: 1.9916, grad_norm: 2.2476 2020-08-19 03:46:56,978 - mmaction - INFO - Epoch [210][560/627] lr: 4.853e-02, eta: 11:07:57, time: 1.281, data_time: 0.006, memory: 8470, top1_acc: 0.5410, top5_acc: 0.7591, loss_cls: 1.9839, loss: 1.9839, grad_norm: 2.3138 2020-08-19 03:47:22,854 - mmaction - INFO - Epoch [210][580/627] lr: 4.853e-02, eta: 11:07:29, time: 1.295, data_time: 0.004, memory: 8470, top1_acc: 0.5320, top5_acc: 0.7616, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.3362 2020-08-19 03:47:49,104 - mmaction - INFO - Epoch [210][600/627] lr: 4.853e-02, eta: 11:07:01, time: 1.311, data_time: 0.004, memory: 8470, top1_acc: 0.5391, top5_acc: 0.7629, loss_cls: 1.9740, loss: 1.9740, grad_norm: 2.2564 2020-08-19 03:48:13,735 - mmaction - INFO - Epoch [210][620/627] lr: 4.853e-02, eta: 11:06:33, time: 1.233, data_time: 0.005, memory: 8470, top1_acc: 0.5382, top5_acc: 0.7600, loss_cls: 2.0111, loss: 2.0111, grad_norm: 2.2602 2020-08-19 03:48:53,371 - mmaction - INFO - Epoch [211][20/627] lr: 4.654e-02, eta: 11:05:54, time: 1.591, data_time: 0.396, memory: 8470, top1_acc: 0.5480, top5_acc: 0.7664, loss_cls: 1.9657, loss: 1.9657, grad_norm: 2.2768 2020-08-19 03:49:19,317 - mmaction - INFO - Epoch [211][40/627] lr: 4.654e-02, eta: 11:05:26, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.5544, top5_acc: 0.7686, loss_cls: 1.9510, loss: 1.9510, grad_norm: 2.2541 2020-08-19 03:49:44,765 - mmaction - INFO - Epoch [211][60/627] lr: 4.654e-02, eta: 11:04:58, time: 1.274, data_time: 0.005, memory: 8470, top1_acc: 0.5358, top5_acc: 0.7600, loss_cls: 2.0014, loss: 2.0014, grad_norm: 2.2757 2020-08-19 03:50:11,318 - mmaction - INFO - Epoch [211][80/627] lr: 4.654e-02, eta: 11:04:30, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5449, top5_acc: 0.7706, loss_cls: 1.9505, loss: 1.9505, grad_norm: 2.2427 2020-08-19 03:50:37,559 - mmaction - INFO - Epoch [211][100/627] lr: 4.654e-02, eta: 11:04:02, time: 1.312, data_time: 0.002, memory: 8470, top1_acc: 0.5512, top5_acc: 0.7716, loss_cls: 1.9752, loss: 1.9752, grad_norm: 2.2772 2020-08-19 03:51:06,143 - mmaction - INFO - Epoch [211][120/627] lr: 4.654e-02, eta: 11:03:34, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.5496, top5_acc: 0.7773, loss_cls: 1.9336, loss: 1.9336, grad_norm: 2.2800 2020-08-19 03:51:32,023 - mmaction - INFO - Epoch [211][140/627] lr: 4.654e-02, eta: 11:03:06, time: 1.292, data_time: 0.007, memory: 8470, top1_acc: 0.5466, top5_acc: 0.7688, loss_cls: 1.9500, loss: 1.9500, grad_norm: 2.2624 2020-08-19 03:51:58,938 - mmaction - INFO - Epoch [211][160/627] lr: 4.654e-02, eta: 11:02:38, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.5293, top5_acc: 0.7559, loss_cls: 2.0223, loss: 2.0223, grad_norm: 2.3033 2020-08-19 03:52:26,599 - mmaction - INFO - Epoch [211][180/627] lr: 4.654e-02, eta: 11:02:10, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.5424, top5_acc: 0.7573, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.2775 2020-08-19 03:52:52,697 - mmaction - INFO - Epoch [211][200/627] lr: 4.654e-02, eta: 11:01:42, time: 1.305, data_time: 0.004, memory: 8470, top1_acc: 0.5478, top5_acc: 0.7664, loss_cls: 1.9714, loss: 1.9714, grad_norm: 2.3051 2020-08-19 03:53:17,850 - mmaction - INFO - Epoch [211][220/627] lr: 4.654e-02, eta: 11:01:14, time: 1.256, data_time: 0.006, memory: 8470, top1_acc: 0.5538, top5_acc: 0.7733, loss_cls: 1.9295, loss: 1.9295, grad_norm: 2.2728 2020-08-19 03:53:44,340 - mmaction - INFO - Epoch [211][240/627] lr: 4.654e-02, eta: 11:00:46, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.5367, top5_acc: 0.7658, loss_cls: 1.9872, loss: 1.9872, grad_norm: 2.3333 2020-08-19 03:54:11,668 - mmaction - INFO - Epoch [211][260/627] lr: 4.654e-02, eta: 11:00:18, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.5493, top5_acc: 0.7697, loss_cls: 1.9729, loss: 1.9729, grad_norm: 2.2975 2020-08-19 03:54:38,441 - mmaction - INFO - Epoch [211][280/627] lr: 4.654e-02, eta: 10:59:50, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.5341, top5_acc: 0.7612, loss_cls: 2.0041, loss: 2.0041, grad_norm: 2.2747 2020-08-19 03:55:04,763 - mmaction - INFO - Epoch [211][300/627] lr: 4.654e-02, eta: 10:59:22, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.5410, top5_acc: 0.7622, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.3053 2020-08-19 03:55:33,167 - mmaction - INFO - Epoch [211][320/627] lr: 4.654e-02, eta: 10:58:55, time: 1.421, data_time: 0.002, memory: 8470, top1_acc: 0.5440, top5_acc: 0.7685, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.2535 2020-08-19 03:55:59,651 - mmaction - INFO - Epoch [211][340/627] lr: 4.654e-02, eta: 10:58:27, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.5525, top5_acc: 0.7708, loss_cls: 1.9541, loss: 1.9541, grad_norm: 2.2843 2020-08-19 03:56:27,384 - mmaction - INFO - Epoch [211][360/627] lr: 4.654e-02, eta: 10:57:59, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.5413, top5_acc: 0.7643, loss_cls: 2.0004, loss: 2.0004, grad_norm: 2.3027 2020-08-19 03:56:56,323 - mmaction - INFO - Epoch [211][380/627] lr: 4.654e-02, eta: 10:57:31, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.5448, top5_acc: 0.7652, loss_cls: 1.9674, loss: 1.9674, grad_norm: 2.2763 2020-08-19 03:57:24,459 - mmaction - INFO - Epoch [211][400/627] lr: 4.654e-02, eta: 10:57:04, time: 1.410, data_time: 0.007, memory: 8470, top1_acc: 0.5514, top5_acc: 0.7646, loss_cls: 1.9619, loss: 1.9619, grad_norm: 2.3223 2020-08-19 03:57:52,952 - mmaction - INFO - Epoch [211][420/627] lr: 4.654e-02, eta: 10:56:36, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5415, top5_acc: 0.7665, loss_cls: 1.9865, loss: 1.9865, grad_norm: 2.3064 2020-08-19 03:58:22,252 - mmaction - INFO - Epoch [211][440/627] lr: 4.654e-02, eta: 10:56:09, time: 1.466, data_time: 0.005, memory: 8470, top1_acc: 0.5397, top5_acc: 0.7673, loss_cls: 1.9836, loss: 1.9836, grad_norm: 2.2979 2020-08-19 03:58:50,121 - mmaction - INFO - Epoch [211][460/627] lr: 4.654e-02, eta: 10:55:41, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.5504, top5_acc: 0.7652, loss_cls: 1.9574, loss: 1.9574, grad_norm: 2.2766 2020-08-19 03:59:17,907 - mmaction - INFO - Epoch [211][480/627] lr: 4.654e-02, eta: 10:55:14, time: 1.388, data_time: 0.005, memory: 8470, top1_acc: 0.5469, top5_acc: 0.7694, loss_cls: 1.9594, loss: 1.9594, grad_norm: 2.3021 2020-08-19 03:59:45,655 - mmaction - INFO - Epoch [211][500/627] lr: 4.654e-02, eta: 10:54:46, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.5371, top5_acc: 0.7672, loss_cls: 1.9819, loss: 1.9819, grad_norm: 2.3021 2020-08-19 04:00:18,022 - mmaction - INFO - Epoch [211][520/627] lr: 4.654e-02, eta: 10:54:19, time: 1.608, data_time: 0.006, memory: 8470, top1_acc: 0.5382, top5_acc: 0.7569, loss_cls: 2.0147, loss: 2.0147, grad_norm: 2.3092 2020-08-19 04:00:45,526 - mmaction - INFO - Epoch [211][540/627] lr: 4.654e-02, eta: 10:53:51, time: 1.385, data_time: 0.020, memory: 8470, top1_acc: 0.5417, top5_acc: 0.7622, loss_cls: 2.0002, loss: 2.0002, grad_norm: 2.3057 2020-08-19 04:01:13,042 - mmaction - INFO - Epoch [211][560/627] lr: 4.654e-02, eta: 10:53:24, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.5387, top5_acc: 0.7579, loss_cls: 2.0108, loss: 2.0108, grad_norm: 2.3232 2020-08-19 04:01:41,823 - mmaction - INFO - Epoch [211][580/627] lr: 4.654e-02, eta: 10:52:56, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.5379, top5_acc: 0.7604, loss_cls: 1.9976, loss: 1.9976, grad_norm: 2.2761 2020-08-19 04:02:08,617 - mmaction - INFO - Epoch [211][600/627] lr: 4.654e-02, eta: 10:52:28, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.5342, top5_acc: 0.7581, loss_cls: 2.0146, loss: 2.0146, grad_norm: 2.2875 2020-08-19 04:02:36,727 - mmaction - INFO - Epoch [211][620/627] lr: 4.654e-02, eta: 10:52:00, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5397, top5_acc: 0.7564, loss_cls: 2.0028, loss: 2.0028, grad_norm: 2.2591 2020-08-19 04:03:19,107 - mmaction - INFO - Epoch [212][20/627] lr: 4.459e-02, eta: 10:51:22, time: 1.659, data_time: 0.561, memory: 8470, top1_acc: 0.5474, top5_acc: 0.7633, loss_cls: 1.9779, loss: 1.9779, grad_norm: 2.2777 2020-08-19 04:03:46,152 - mmaction - INFO - Epoch [212][40/627] lr: 4.459e-02, eta: 10:50:54, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.5493, top5_acc: 0.7763, loss_cls: 1.9341, loss: 1.9341, grad_norm: 2.2683 2020-08-19 04:04:13,148 - mmaction - INFO - Epoch [212][60/627] lr: 4.459e-02, eta: 10:50:26, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.5467, top5_acc: 0.7645, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.3023 2020-08-19 04:04:41,280 - mmaction - INFO - Epoch [212][80/627] lr: 4.459e-02, eta: 10:49:59, time: 1.411, data_time: 0.009, memory: 8470, top1_acc: 0.5454, top5_acc: 0.7542, loss_cls: 1.9959, loss: 1.9959, grad_norm: 2.3005 2020-08-19 04:05:09,854 - mmaction - INFO - Epoch [212][100/627] lr: 4.459e-02, eta: 10:49:31, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.5487, top5_acc: 0.7661, loss_cls: 1.9440, loss: 1.9440, grad_norm: 2.2932 2020-08-19 04:05:38,861 - mmaction - INFO - Epoch [212][120/627] lr: 4.459e-02, eta: 10:49:04, time: 1.453, data_time: 0.004, memory: 8470, top1_acc: 0.5464, top5_acc: 0.7665, loss_cls: 1.9699, loss: 1.9699, grad_norm: 2.3268 2020-08-19 04:06:07,485 - mmaction - INFO - Epoch [212][140/627] lr: 4.459e-02, eta: 10:48:36, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.5496, top5_acc: 0.7660, loss_cls: 1.9650, loss: 1.9650, grad_norm: 2.2980 2020-08-19 04:06:36,109 - mmaction - INFO - Epoch [212][160/627] lr: 4.459e-02, eta: 10:48:09, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.5535, top5_acc: 0.7617, loss_cls: 1.9502, loss: 1.9502, grad_norm: 2.3214 2020-08-19 04:07:05,733 - mmaction - INFO - Epoch [212][180/627] lr: 4.459e-02, eta: 10:47:41, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.5510, top5_acc: 0.7699, loss_cls: 1.9662, loss: 1.9662, grad_norm: 2.2998 2020-08-19 04:07:35,660 - mmaction - INFO - Epoch [212][200/627] lr: 4.459e-02, eta: 10:47:14, time: 1.498, data_time: 0.005, memory: 8470, top1_acc: 0.5457, top5_acc: 0.7654, loss_cls: 1.9756, loss: 1.9756, grad_norm: 2.3228 2020-08-19 04:08:04,928 - mmaction - INFO - Epoch [212][220/627] lr: 4.459e-02, eta: 10:46:47, time: 1.464, data_time: 0.004, memory: 8470, top1_acc: 0.5497, top5_acc: 0.7618, loss_cls: 1.9536, loss: 1.9536, grad_norm: 2.2834 2020-08-19 04:08:33,887 - mmaction - INFO - Epoch [212][240/627] lr: 4.459e-02, eta: 10:46:19, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.5470, top5_acc: 0.7719, loss_cls: 1.9569, loss: 1.9569, grad_norm: 2.3607 2020-08-19 04:09:03,198 - mmaction - INFO - Epoch [212][260/627] lr: 4.459e-02, eta: 10:45:52, time: 1.468, data_time: 0.006, memory: 8470, top1_acc: 0.5437, top5_acc: 0.7678, loss_cls: 1.9860, loss: 1.9860, grad_norm: 2.3378 2020-08-19 04:09:31,874 - mmaction - INFO - Epoch [212][280/627] lr: 4.459e-02, eta: 10:45:24, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.5332, top5_acc: 0.7652, loss_cls: 2.0038, loss: 2.0038, grad_norm: 2.3119 2020-08-19 04:10:00,997 - mmaction - INFO - Epoch [212][300/627] lr: 4.459e-02, eta: 10:44:57, time: 1.457, data_time: 0.004, memory: 8470, top1_acc: 0.5564, top5_acc: 0.7741, loss_cls: 1.9153, loss: 1.9153, grad_norm: 2.2912 2020-08-19 04:10:30,459 - mmaction - INFO - Epoch [212][320/627] lr: 4.459e-02, eta: 10:44:30, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.5529, top5_acc: 0.7676, loss_cls: 1.9429, loss: 1.9429, grad_norm: 2.3527 2020-08-19 04:11:00,766 - mmaction - INFO - Epoch [212][340/627] lr: 4.459e-02, eta: 10:44:02, time: 1.514, data_time: 0.006, memory: 8470, top1_acc: 0.5428, top5_acc: 0.7658, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.3324 2020-08-19 04:11:29,700 - mmaction - INFO - Epoch [212][360/627] lr: 4.459e-02, eta: 10:43:35, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.5388, top5_acc: 0.7656, loss_cls: 1.9793, loss: 1.9793, grad_norm: 2.3570 2020-08-19 04:11:59,325 - mmaction - INFO - Epoch [212][380/627] lr: 4.459e-02, eta: 10:43:08, time: 1.481, data_time: 0.002, memory: 8470, top1_acc: 0.5387, top5_acc: 0.7639, loss_cls: 1.9910, loss: 1.9910, grad_norm: 2.3153 2020-08-19 04:12:28,606 - mmaction - INFO - Epoch [212][400/627] lr: 4.459e-02, eta: 10:42:40, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.5465, top5_acc: 0.7686, loss_cls: 1.9552, loss: 1.9552, grad_norm: 2.3174 2020-08-19 04:12:58,687 - mmaction - INFO - Epoch [212][420/627] lr: 4.459e-02, eta: 10:42:13, time: 1.502, data_time: 0.007, memory: 8470, top1_acc: 0.5447, top5_acc: 0.7635, loss_cls: 1.9991, loss: 1.9991, grad_norm: 2.3581 2020-08-19 04:13:27,465 - mmaction - INFO - Epoch [212][440/627] lr: 4.459e-02, eta: 10:41:45, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.5410, top5_acc: 0.7642, loss_cls: 1.9881, loss: 1.9881, grad_norm: 2.3249 2020-08-19 04:13:55,486 - mmaction - INFO - Epoch [212][460/627] lr: 4.459e-02, eta: 10:41:18, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5585, top5_acc: 0.7716, loss_cls: 1.9303, loss: 1.9303, grad_norm: 2.2892 2020-08-19 04:14:24,495 - mmaction - INFO - Epoch [212][480/627] lr: 4.459e-02, eta: 10:40:50, time: 1.450, data_time: 0.007, memory: 8470, top1_acc: 0.5508, top5_acc: 0.7648, loss_cls: 1.9692, loss: 1.9692, grad_norm: 2.2947 2020-08-19 04:14:53,764 - mmaction - INFO - Epoch [212][500/627] lr: 4.459e-02, eta: 10:40:23, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.5504, top5_acc: 0.7732, loss_cls: 1.9257, loss: 1.9257, grad_norm: 2.3123 2020-08-19 04:15:23,214 - mmaction - INFO - Epoch [212][520/627] lr: 4.459e-02, eta: 10:39:56, time: 1.475, data_time: 0.007, memory: 8470, top1_acc: 0.5490, top5_acc: 0.7650, loss_cls: 1.9611, loss: 1.9611, grad_norm: 2.3198 2020-08-19 04:15:52,311 - mmaction - INFO - Epoch [212][540/627] lr: 4.459e-02, eta: 10:39:28, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.5529, top5_acc: 0.7737, loss_cls: 1.9214, loss: 1.9214, grad_norm: 2.3272 2020-08-19 04:16:21,559 - mmaction - INFO - Epoch [212][560/627] lr: 4.459e-02, eta: 10:39:01, time: 1.465, data_time: 0.006, memory: 8470, top1_acc: 0.5534, top5_acc: 0.7721, loss_cls: 1.9306, loss: 1.9306, grad_norm: 2.2701 2020-08-19 04:16:51,942 - mmaction - INFO - Epoch [212][580/627] lr: 4.459e-02, eta: 10:38:33, time: 1.517, data_time: 0.005, memory: 8470, top1_acc: 0.5505, top5_acc: 0.7710, loss_cls: 1.9375, loss: 1.9375, grad_norm: 2.3061 2020-08-19 04:17:19,945 - mmaction - INFO - Epoch [212][600/627] lr: 4.459e-02, eta: 10:38:06, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.3730 2020-08-19 04:17:49,406 - mmaction - INFO - Epoch [212][620/627] lr: 4.459e-02, eta: 10:37:38, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.5454, top5_acc: 0.7663, loss_cls: 1.9696, loss: 1.9696, grad_norm: 2.3490 2020-08-19 04:17:58,685 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-08-19 04:18:31,946 - mmaction - INFO - Epoch [213][20/627] lr: 4.268e-02, eta: 10:37:00, time: 1.563, data_time: 0.390, memory: 8470, top1_acc: 0.5561, top5_acc: 0.7779, loss_cls: 1.9180, loss: 1.9180, grad_norm: 2.3130 2020-08-19 04:19:00,688 - mmaction - INFO - Epoch [213][40/627] lr: 4.268e-02, eta: 10:36:32, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.5595, top5_acc: 0.7716, loss_cls: 1.9067, loss: 1.9067, grad_norm: 2.3341 2020-08-19 04:19:29,845 - mmaction - INFO - Epoch [213][60/627] lr: 4.268e-02, eta: 10:36:05, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.5469, top5_acc: 0.7706, loss_cls: 1.9596, loss: 1.9596, grad_norm: 2.3260 2020-08-19 04:19:58,988 - mmaction - INFO - Epoch [213][80/627] lr: 4.268e-02, eta: 10:35:37, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.5454, top5_acc: 0.7723, loss_cls: 1.9563, loss: 1.9563, grad_norm: 2.3246 2020-08-19 04:20:27,510 - mmaction - INFO - Epoch [213][100/627] lr: 4.268e-02, eta: 10:35:10, time: 1.424, data_time: 0.004, memory: 8470, top1_acc: 0.5497, top5_acc: 0.7780, loss_cls: 1.9097, loss: 1.9097, grad_norm: 2.3350 2020-08-19 04:20:56,891 - mmaction - INFO - Epoch [213][120/627] lr: 4.268e-02, eta: 10:34:42, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.5561, top5_acc: 0.7707, loss_cls: 1.9314, loss: 1.9314, grad_norm: 2.3355 2020-08-19 04:21:26,556 - mmaction - INFO - Epoch [213][140/627] lr: 4.268e-02, eta: 10:34:15, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.5549, top5_acc: 0.7719, loss_cls: 1.9356, loss: 1.9356, grad_norm: 2.3287 2020-08-19 04:21:55,987 - mmaction - INFO - Epoch [213][160/627] lr: 4.268e-02, eta: 10:33:48, time: 1.473, data_time: 0.005, memory: 8470, top1_acc: 0.5660, top5_acc: 0.7738, loss_cls: 1.9085, loss: 1.9085, grad_norm: 2.3033 2020-08-19 04:22:24,599 - mmaction - INFO - Epoch [213][180/627] lr: 4.268e-02, eta: 10:33:20, time: 1.430, data_time: 0.001, memory: 8470, top1_acc: 0.5582, top5_acc: 0.7686, loss_cls: 1.9294, loss: 1.9294, grad_norm: 2.3289 2020-08-19 04:22:53,561 - mmaction - INFO - Epoch [213][200/627] lr: 4.268e-02, eta: 10:32:53, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.5547, top5_acc: 0.7703, loss_cls: 1.9202, loss: 1.9202, grad_norm: 2.3289 2020-08-19 04:23:22,758 - mmaction - INFO - Epoch [213][220/627] lr: 4.268e-02, eta: 10:32:25, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.5518, top5_acc: 0.7747, loss_cls: 1.9354, loss: 1.9354, grad_norm: 2.3713 2020-08-19 04:23:51,679 - mmaction - INFO - Epoch [213][240/627] lr: 4.268e-02, eta: 10:31:58, time: 1.446, data_time: 0.002, memory: 8470, top1_acc: 0.5517, top5_acc: 0.7721, loss_cls: 1.9189, loss: 1.9189, grad_norm: 2.3660 2020-08-19 04:24:21,270 - mmaction - INFO - Epoch [213][260/627] lr: 4.268e-02, eta: 10:31:30, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.5500, top5_acc: 0.7671, loss_cls: 1.9320, loss: 1.9320, grad_norm: 2.3499 2020-08-19 04:24:51,076 - mmaction - INFO - Epoch [213][280/627] lr: 4.268e-02, eta: 10:31:03, time: 1.491, data_time: 0.005, memory: 8470, top1_acc: 0.5441, top5_acc: 0.7669, loss_cls: 1.9559, loss: 1.9559, grad_norm: 2.3445 2020-08-19 04:25:19,205 - mmaction - INFO - Epoch [213][300/627] lr: 4.268e-02, eta: 10:30:35, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.5470, top5_acc: 0.7754, loss_cls: 1.9236, loss: 1.9236, grad_norm: 2.3424 2020-08-19 04:25:47,595 - mmaction - INFO - Epoch [213][320/627] lr: 4.268e-02, eta: 10:30:08, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.5510, top5_acc: 0.7651, loss_cls: 1.9502, loss: 1.9502, grad_norm: 2.3351 2020-08-19 04:26:17,186 - mmaction - INFO - Epoch [213][340/627] lr: 4.268e-02, eta: 10:29:41, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.5543, top5_acc: 0.7674, loss_cls: 1.9484, loss: 1.9484, grad_norm: 2.3431 2020-08-19 04:26:46,466 - mmaction - INFO - Epoch [213][360/627] lr: 4.268e-02, eta: 10:29:13, time: 1.465, data_time: 0.004, memory: 8470, top1_acc: 0.5517, top5_acc: 0.7701, loss_cls: 1.9391, loss: 1.9391, grad_norm: 2.3579 2020-08-19 04:27:15,388 - mmaction - INFO - Epoch [213][380/627] lr: 4.268e-02, eta: 10:28:46, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.5458, top5_acc: 0.7673, loss_cls: 1.9620, loss: 1.9620, grad_norm: 2.3250 2020-08-19 04:27:44,556 - mmaction - INFO - Epoch [213][400/627] lr: 4.268e-02, eta: 10:28:18, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.5543, top5_acc: 0.7730, loss_cls: 1.9335, loss: 1.9335, grad_norm: 2.3168 2020-08-19 04:28:13,397 - mmaction - INFO - Epoch [213][420/627] lr: 4.268e-02, eta: 10:27:51, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.5409, top5_acc: 0.7716, loss_cls: 1.9593, loss: 1.9593, grad_norm: 2.4013 2020-08-19 04:28:43,839 - mmaction - INFO - Epoch [213][440/627] lr: 4.268e-02, eta: 10:27:23, time: 1.524, data_time: 0.005, memory: 8470, top1_acc: 0.5432, top5_acc: 0.7704, loss_cls: 1.9544, loss: 1.9544, grad_norm: 2.3688 2020-08-19 04:29:12,786 - mmaction - INFO - Epoch [213][460/627] lr: 4.268e-02, eta: 10:26:56, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.5507, top5_acc: 0.7742, loss_cls: 1.9575, loss: 1.9575, grad_norm: 2.3904 2020-08-19 04:29:42,406 - mmaction - INFO - Epoch [213][480/627] lr: 4.268e-02, eta: 10:26:29, time: 1.482, data_time: 0.005, memory: 8470, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9571, loss: 1.9571, grad_norm: 2.3765 2020-08-19 04:30:11,392 - mmaction - INFO - Epoch [213][500/627] lr: 4.268e-02, eta: 10:26:01, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.5398, top5_acc: 0.7622, loss_cls: 1.9999, loss: 1.9999, grad_norm: 2.3478 2020-08-19 04:30:40,976 - mmaction - INFO - Epoch [213][520/627] lr: 4.268e-02, eta: 10:25:34, time: 1.479, data_time: 0.002, memory: 8470, top1_acc: 0.5484, top5_acc: 0.7686, loss_cls: 1.9475, loss: 1.9475, grad_norm: 2.3522 2020-08-19 04:31:09,855 - mmaction - INFO - Epoch [213][540/627] lr: 4.268e-02, eta: 10:25:06, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.5462, top5_acc: 0.7605, loss_cls: 1.9721, loss: 1.9721, grad_norm: 2.3695 2020-08-19 04:31:38,412 - mmaction - INFO - Epoch [213][560/627] lr: 4.268e-02, eta: 10:24:39, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.5487, top5_acc: 0.7665, loss_cls: 1.9449, loss: 1.9449, grad_norm: 2.3667 2020-08-19 04:32:07,301 - mmaction - INFO - Epoch [213][580/627] lr: 4.268e-02, eta: 10:24:11, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.5422, top5_acc: 0.7645, loss_cls: 1.9767, loss: 1.9767, grad_norm: 2.3611 2020-08-19 04:32:36,190 - mmaction - INFO - Epoch [213][600/627] lr: 4.268e-02, eta: 10:23:44, time: 1.444, data_time: 0.004, memory: 8470, top1_acc: 0.5421, top5_acc: 0.7572, loss_cls: 2.0097, loss: 2.0097, grad_norm: 2.3678 2020-08-19 04:33:05,063 - mmaction - INFO - Epoch [213][620/627] lr: 4.268e-02, eta: 10:23:16, time: 1.444, data_time: 0.003, memory: 8470, top1_acc: 0.5435, top5_acc: 0.7673, loss_cls: 1.9640, loss: 1.9640, grad_norm: 2.3774 2020-08-19 04:33:47,165 - mmaction - INFO - Epoch [214][20/627] lr: 4.081e-02, eta: 10:22:38, time: 1.635, data_time: 0.409, memory: 8470, top1_acc: 0.5595, top5_acc: 0.7816, loss_cls: 1.9067, loss: 1.9067, grad_norm: 2.3445 2020-08-19 04:34:15,239 - mmaction - INFO - Epoch [214][40/627] lr: 4.081e-02, eta: 10:22:10, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.5546, top5_acc: 0.7767, loss_cls: 1.9214, loss: 1.9214, grad_norm: 2.3792 2020-08-19 04:34:43,929 - mmaction - INFO - Epoch [214][60/627] lr: 4.081e-02, eta: 10:21:43, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.5460, top5_acc: 0.7698, loss_cls: 1.9496, loss: 1.9496, grad_norm: 2.3727 2020-08-19 04:35:12,690 - mmaction - INFO - Epoch [214][80/627] lr: 4.081e-02, eta: 10:21:15, time: 1.440, data_time: 0.007, memory: 8470, top1_acc: 0.5503, top5_acc: 0.7701, loss_cls: 1.9310, loss: 1.9310, grad_norm: 2.3468 2020-08-19 04:35:41,040 - mmaction - INFO - Epoch [214][100/627] lr: 4.081e-02, eta: 10:20:48, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.5630, top5_acc: 0.7831, loss_cls: 1.8796, loss: 1.8796, grad_norm: 2.3424 2020-08-19 04:36:09,923 - mmaction - INFO - Epoch [214][120/627] lr: 4.081e-02, eta: 10:20:20, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.5547, top5_acc: 0.7763, loss_cls: 1.9181, loss: 1.9181, grad_norm: 2.3845 2020-08-19 04:36:38,921 - mmaction - INFO - Epoch [214][140/627] lr: 4.081e-02, eta: 10:19:53, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.5557, top5_acc: 0.7740, loss_cls: 1.9187, loss: 1.9187, grad_norm: 2.4015 2020-08-19 04:37:07,774 - mmaction - INFO - Epoch [214][160/627] lr: 4.081e-02, eta: 10:19:25, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.5395, top5_acc: 0.7652, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.4515 2020-08-19 04:37:36,599 - mmaction - INFO - Epoch [214][180/627] lr: 4.081e-02, eta: 10:18:57, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.5600, top5_acc: 0.7730, loss_cls: 1.9265, loss: 1.9265, grad_norm: 2.3741 2020-08-19 04:38:05,605 - mmaction - INFO - Epoch [214][200/627] lr: 4.081e-02, eta: 10:18:30, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.5625, top5_acc: 0.7794, loss_cls: 1.8919, loss: 1.8919, grad_norm: 2.3580 2020-08-19 04:38:34,071 - mmaction - INFO - Epoch [214][220/627] lr: 4.081e-02, eta: 10:18:02, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.5604, top5_acc: 0.7757, loss_cls: 1.9044, loss: 1.9044, grad_norm: 2.3590 2020-08-19 04:39:03,517 - mmaction - INFO - Epoch [214][240/627] lr: 4.081e-02, eta: 10:17:35, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.5565, top5_acc: 0.7730, loss_cls: 1.9152, loss: 1.9152, grad_norm: 2.3838 2020-08-19 04:39:31,971 - mmaction - INFO - Epoch [214][260/627] lr: 4.081e-02, eta: 10:17:07, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.5645, top5_acc: 0.7773, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.3620 2020-08-19 04:40:00,520 - mmaction - INFO - Epoch [214][280/627] lr: 4.081e-02, eta: 10:16:40, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.5496, top5_acc: 0.7674, loss_cls: 1.9444, loss: 1.9444, grad_norm: 2.3612 2020-08-19 04:40:29,381 - mmaction - INFO - Epoch [214][300/627] lr: 4.081e-02, eta: 10:16:12, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.5559, top5_acc: 0.7717, loss_cls: 1.9366, loss: 1.9366, grad_norm: 2.3648 2020-08-19 04:40:58,572 - mmaction - INFO - Epoch [214][320/627] lr: 4.081e-02, eta: 10:15:45, time: 1.461, data_time: 0.005, memory: 8470, top1_acc: 0.5486, top5_acc: 0.7630, loss_cls: 1.9555, loss: 1.9555, grad_norm: 2.3878 2020-08-19 04:41:27,401 - mmaction - INFO - Epoch [214][340/627] lr: 4.081e-02, eta: 10:15:17, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.5546, top5_acc: 0.7768, loss_cls: 1.9048, loss: 1.9048, grad_norm: 2.4088 2020-08-19 04:41:56,710 - mmaction - INFO - Epoch [214][360/627] lr: 4.081e-02, eta: 10:14:50, time: 1.467, data_time: 0.005, memory: 8470, top1_acc: 0.5503, top5_acc: 0.7677, loss_cls: 1.9682, loss: 1.9682, grad_norm: 2.4030 2020-08-19 04:42:24,985 - mmaction - INFO - Epoch [214][380/627] lr: 4.081e-02, eta: 10:14:22, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.5546, top5_acc: 0.7783, loss_cls: 1.9091, loss: 1.9091, grad_norm: 2.3468 2020-08-19 04:42:53,959 - mmaction - INFO - Epoch [214][400/627] lr: 4.081e-02, eta: 10:13:55, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.5578, top5_acc: 0.7716, loss_cls: 1.9145, loss: 1.9145, grad_norm: 2.3594 2020-08-19 04:43:22,937 - mmaction - INFO - Epoch [214][420/627] lr: 4.081e-02, eta: 10:13:27, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.5549, top5_acc: 0.7681, loss_cls: 1.9524, loss: 1.9524, grad_norm: 2.3738 2020-08-19 04:43:51,757 - mmaction - INFO - Epoch [214][440/627] lr: 4.081e-02, eta: 10:13:00, time: 1.445, data_time: 0.007, memory: 8470, top1_acc: 0.5535, top5_acc: 0.7763, loss_cls: 1.9246, loss: 1.9246, grad_norm: 2.3727 2020-08-19 04:44:20,414 - mmaction - INFO - Epoch [214][460/627] lr: 4.081e-02, eta: 10:12:32, time: 1.431, data_time: 0.004, memory: 8470, top1_acc: 0.5540, top5_acc: 0.7715, loss_cls: 1.9230, loss: 1.9230, grad_norm: 2.3814 2020-08-19 04:44:48,962 - mmaction - INFO - Epoch [214][480/627] lr: 4.081e-02, eta: 10:12:05, time: 1.428, data_time: 0.005, memory: 8470, top1_acc: 0.5538, top5_acc: 0.7721, loss_cls: 1.9276, loss: 1.9276, grad_norm: 2.3614 2020-08-19 04:45:18,444 - mmaction - INFO - Epoch [214][500/627] lr: 4.081e-02, eta: 10:11:37, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.5538, top5_acc: 0.7733, loss_cls: 1.9099, loss: 1.9099, grad_norm: 2.3622 2020-08-19 04:45:47,693 - mmaction - INFO - Epoch [214][520/627] lr: 4.081e-02, eta: 10:11:10, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.5523, top5_acc: 0.7729, loss_cls: 1.9372, loss: 1.9372, grad_norm: 2.3676 2020-08-19 04:46:16,244 - mmaction - INFO - Epoch [214][540/627] lr: 4.081e-02, eta: 10:10:42, time: 1.426, data_time: 0.005, memory: 8470, top1_acc: 0.5371, top5_acc: 0.7622, loss_cls: 1.9780, loss: 1.9780, grad_norm: 2.4131 2020-08-19 04:46:45,510 - mmaction - INFO - Epoch [214][560/627] lr: 4.081e-02, eta: 10:10:15, time: 1.465, data_time: 0.005, memory: 8470, top1_acc: 0.5556, top5_acc: 0.7721, loss_cls: 1.9588, loss: 1.9588, grad_norm: 2.3748 2020-08-19 04:47:14,410 - mmaction - INFO - Epoch [214][580/627] lr: 4.081e-02, eta: 10:09:47, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.5592, top5_acc: 0.7770, loss_cls: 1.9055, loss: 1.9055, grad_norm: 2.3557 2020-08-19 04:47:42,830 - mmaction - INFO - Epoch [214][600/627] lr: 4.081e-02, eta: 10:09:20, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5582, top5_acc: 0.7767, loss_cls: 1.9034, loss: 1.9034, grad_norm: 2.3766 2020-08-19 04:48:11,330 - mmaction - INFO - Epoch [214][620/627] lr: 4.081e-02, eta: 10:08:52, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.5501, top5_acc: 0.7717, loss_cls: 1.9673, loss: 1.9673, grad_norm: 2.4174 2020-08-19 04:48:53,889 - mmaction - INFO - Epoch [215][20/627] lr: 3.897e-02, eta: 10:08:14, time: 1.667, data_time: 0.414, memory: 8470, top1_acc: 0.5595, top5_acc: 0.7802, loss_cls: 1.9093, loss: 1.9093, grad_norm: 2.3765 2020-08-19 04:49:22,318 - mmaction - INFO - Epoch [215][40/627] lr: 3.897e-02, eta: 10:07:46, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.5535, top5_acc: 0.7768, loss_cls: 1.9264, loss: 1.9264, grad_norm: 2.4259 2020-08-19 04:49:50,998 - mmaction - INFO - Epoch [215][60/627] lr: 3.897e-02, eta: 10:07:19, time: 1.435, data_time: 0.008, memory: 8470, top1_acc: 0.5612, top5_acc: 0.7733, loss_cls: 1.8955, loss: 1.8955, grad_norm: 2.3814 2020-08-19 04:50:20,081 - mmaction - INFO - Epoch [215][80/627] lr: 3.897e-02, eta: 10:06:51, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.5626, top5_acc: 0.7764, loss_cls: 1.9021, loss: 1.9021, grad_norm: 2.3752 2020-08-19 04:50:49,144 - mmaction - INFO - Epoch [215][100/627] lr: 3.897e-02, eta: 10:06:24, time: 1.455, data_time: 0.007, memory: 8470, top1_acc: 0.5474, top5_acc: 0.7717, loss_cls: 1.9363, loss: 1.9363, grad_norm: 2.3757 2020-08-19 04:51:17,650 - mmaction - INFO - Epoch [215][120/627] lr: 3.897e-02, eta: 10:05:56, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.5672, top5_acc: 0.7764, loss_cls: 1.8863, loss: 1.8863, grad_norm: 2.3343 2020-08-19 04:51:46,086 - mmaction - INFO - Epoch [215][140/627] lr: 3.897e-02, eta: 10:05:29, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5707, top5_acc: 0.7767, loss_cls: 1.8869, loss: 1.8869, grad_norm: 2.3707 2020-08-19 04:52:15,382 - mmaction - INFO - Epoch [215][160/627] lr: 3.897e-02, eta: 10:05:01, time: 1.465, data_time: 0.002, memory: 8470, top1_acc: 0.5680, top5_acc: 0.7799, loss_cls: 1.8551, loss: 1.8551, grad_norm: 2.3522 2020-08-19 04:52:44,264 - mmaction - INFO - Epoch [215][180/627] lr: 3.897e-02, eta: 10:04:34, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8818, loss: 1.8818, grad_norm: 2.3758 2020-08-19 04:53:13,666 - mmaction - INFO - Epoch [215][200/627] lr: 3.897e-02, eta: 10:04:06, time: 1.469, data_time: 0.002, memory: 8470, top1_acc: 0.5604, top5_acc: 0.7757, loss_cls: 1.9112, loss: 1.9112, grad_norm: 2.3642 2020-08-19 04:53:41,422 - mmaction - INFO - Epoch [215][220/627] lr: 3.897e-02, eta: 10:03:38, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.5581, top5_acc: 0.7742, loss_cls: 1.9096, loss: 1.9096, grad_norm: 2.3862 2020-08-19 04:54:10,103 - mmaction - INFO - Epoch [215][240/627] lr: 3.897e-02, eta: 10:03:11, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.5555, top5_acc: 0.7771, loss_cls: 1.9119, loss: 1.9119, grad_norm: 2.4070 2020-08-19 04:54:39,332 - mmaction - INFO - Epoch [215][260/627] lr: 3.897e-02, eta: 10:02:43, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.5600, top5_acc: 0.7732, loss_cls: 1.9143, loss: 1.9143, grad_norm: 2.4152 2020-08-19 04:55:07,913 - mmaction - INFO - Epoch [215][280/627] lr: 3.897e-02, eta: 10:02:16, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.5626, top5_acc: 0.7711, loss_cls: 1.9322, loss: 1.9322, grad_norm: 2.4083 2020-08-19 04:55:37,523 - mmaction - INFO - Epoch [215][300/627] lr: 3.897e-02, eta: 10:01:49, time: 1.480, data_time: 0.003, memory: 8470, top1_acc: 0.5612, top5_acc: 0.7719, loss_cls: 1.9200, loss: 1.9200, grad_norm: 2.4002 2020-08-19 04:56:05,608 - mmaction - INFO - Epoch [215][320/627] lr: 3.897e-02, eta: 10:01:21, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.5521, top5_acc: 0.7805, loss_cls: 1.9041, loss: 1.9041, grad_norm: 2.4094 2020-08-19 04:56:34,299 - mmaction - INFO - Epoch [215][340/627] lr: 3.897e-02, eta: 10:00:53, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.8908, loss: 1.8908, grad_norm: 2.3954 2020-08-19 04:57:03,292 - mmaction - INFO - Epoch [215][360/627] lr: 3.897e-02, eta: 10:00:26, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.5570, top5_acc: 0.7764, loss_cls: 1.8884, loss: 1.8884, grad_norm: 2.4537 2020-08-19 04:57:32,649 - mmaction - INFO - Epoch [215][380/627] lr: 3.897e-02, eta: 9:59:58, time: 1.469, data_time: 0.004, memory: 8470, top1_acc: 0.5542, top5_acc: 0.7695, loss_cls: 1.9262, loss: 1.9262, grad_norm: 2.4145 2020-08-19 04:58:00,719 - mmaction - INFO - Epoch [215][400/627] lr: 3.897e-02, eta: 9:59:31, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5496, top5_acc: 0.7699, loss_cls: 1.9483, loss: 1.9483, grad_norm: 2.4571 2020-08-19 04:58:30,972 - mmaction - INFO - Epoch [215][420/627] lr: 3.897e-02, eta: 9:59:03, time: 1.514, data_time: 0.005, memory: 8470, top1_acc: 0.5535, top5_acc: 0.7717, loss_cls: 1.9318, loss: 1.9318, grad_norm: 2.3845 2020-08-19 04:58:59,527 - mmaction - INFO - Epoch [215][440/627] lr: 3.897e-02, eta: 9:58:36, time: 1.428, data_time: 0.004, memory: 8470, top1_acc: 0.5591, top5_acc: 0.7798, loss_cls: 1.8997, loss: 1.8997, grad_norm: 2.4196 2020-08-19 04:59:27,974 - mmaction - INFO - Epoch [215][460/627] lr: 3.897e-02, eta: 9:58:08, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.5382, top5_acc: 0.7633, loss_cls: 1.9795, loss: 1.9795, grad_norm: 2.3988 2020-08-19 04:59:55,807 - mmaction - INFO - Epoch [215][480/627] lr: 3.897e-02, eta: 9:57:41, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5529, top5_acc: 0.7770, loss_cls: 1.9095, loss: 1.9095, grad_norm: 2.4057 2020-08-19 05:00:28,734 - mmaction - INFO - Epoch [215][500/627] lr: 3.897e-02, eta: 9:57:14, time: 1.636, data_time: 0.005, memory: 8470, top1_acc: 0.5613, top5_acc: 0.7698, loss_cls: 1.9436, loss: 1.9436, grad_norm: 2.4482 2020-08-19 05:00:56,926 - mmaction - INFO - Epoch [215][520/627] lr: 3.897e-02, eta: 9:56:46, time: 1.420, data_time: 0.022, memory: 8470, top1_acc: 0.5721, top5_acc: 0.7814, loss_cls: 1.8807, loss: 1.8807, grad_norm: 2.3971 2020-08-19 05:01:24,884 - mmaction - INFO - Epoch [215][540/627] lr: 3.897e-02, eta: 9:56:18, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5594, top5_acc: 0.7766, loss_cls: 1.9093, loss: 1.9093, grad_norm: 2.3976 2020-08-19 05:01:52,910 - mmaction - INFO - Epoch [215][560/627] lr: 3.897e-02, eta: 9:55:51, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.5548, top5_acc: 0.7674, loss_cls: 1.9421, loss: 1.9421, grad_norm: 2.4477 2020-08-19 05:02:22,248 - mmaction - INFO - Epoch [215][580/627] lr: 3.897e-02, eta: 9:55:23, time: 1.467, data_time: 0.006, memory: 8470, top1_acc: 0.5542, top5_acc: 0.7751, loss_cls: 1.9083, loss: 1.9083, grad_norm: 2.3968 2020-08-19 05:02:49,529 - mmaction - INFO - Epoch [215][600/627] lr: 3.897e-02, eta: 9:54:55, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.5434, top5_acc: 0.7751, loss_cls: 1.9265, loss: 1.9265, grad_norm: 2.4366 2020-08-19 05:03:18,242 - mmaction - INFO - Epoch [215][620/627] lr: 3.897e-02, eta: 9:54:28, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.5552, top5_acc: 0.7788, loss_cls: 1.9117, loss: 1.9117, grad_norm: 2.3771 2020-08-19 05:04:04,771 - mmaction - INFO - Epoch [216][20/627] lr: 3.718e-02, eta: 9:53:50, time: 1.874, data_time: 0.649, memory: 8470, top1_acc: 0.5572, top5_acc: 0.7740, loss_cls: 1.9002, loss: 1.9002, grad_norm: 2.4188 2020-08-19 05:04:31,196 - mmaction - INFO - Epoch [216][40/627] lr: 3.718e-02, eta: 9:53:22, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.5612, top5_acc: 0.7785, loss_cls: 1.8898, loss: 1.8898, grad_norm: 2.4145 2020-08-19 05:04:58,901 - mmaction - INFO - Epoch [216][60/627] lr: 3.718e-02, eta: 9:52:55, time: 1.385, data_time: 0.007, memory: 8470, top1_acc: 0.5612, top5_acc: 0.7760, loss_cls: 1.9041, loss: 1.9041, grad_norm: 2.3945 2020-08-19 05:05:27,564 - mmaction - INFO - Epoch [216][80/627] lr: 3.718e-02, eta: 9:52:27, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.5615, top5_acc: 0.7793, loss_cls: 1.8814, loss: 1.8814, grad_norm: 2.4089 2020-08-19 05:05:56,890 - mmaction - INFO - Epoch [216][100/627] lr: 3.718e-02, eta: 9:52:00, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7750, loss_cls: 1.8992, loss: 1.8992, grad_norm: 2.4290 2020-08-19 05:06:24,629 - mmaction - INFO - Epoch [216][120/627] lr: 3.718e-02, eta: 9:51:32, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.5656, top5_acc: 0.7702, loss_cls: 1.9188, loss: 1.9188, grad_norm: 2.4059 2020-08-19 05:06:53,007 - mmaction - INFO - Epoch [216][140/627] lr: 3.718e-02, eta: 9:51:04, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.5674, top5_acc: 0.7828, loss_cls: 1.8721, loss: 1.8721, grad_norm: 2.4103 2020-08-19 05:07:20,998 - mmaction - INFO - Epoch [216][160/627] lr: 3.718e-02, eta: 9:50:37, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5682, top5_acc: 0.7823, loss_cls: 1.8548, loss: 1.8548, grad_norm: 2.4372 2020-08-19 05:07:49,903 - mmaction - INFO - Epoch [216][180/627] lr: 3.718e-02, eta: 9:50:09, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.5496, top5_acc: 0.7770, loss_cls: 1.9088, loss: 1.9088, grad_norm: 2.4611 2020-08-19 05:08:17,629 - mmaction - INFO - Epoch [216][200/627] lr: 3.718e-02, eta: 9:49:41, time: 1.389, data_time: 0.005, memory: 8470, top1_acc: 0.5538, top5_acc: 0.7750, loss_cls: 1.9072, loss: 1.9072, grad_norm: 2.4245 2020-08-19 05:08:46,146 - mmaction - INFO - Epoch [216][220/627] lr: 3.718e-02, eta: 9:49:14, time: 1.426, data_time: 0.002, memory: 8470, top1_acc: 0.5624, top5_acc: 0.7780, loss_cls: 1.9080, loss: 1.9080, grad_norm: 2.4421 2020-08-19 05:09:15,801 - mmaction - INFO - Epoch [216][240/627] lr: 3.718e-02, eta: 9:48:46, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.5671, top5_acc: 0.7806, loss_cls: 1.8526, loss: 1.8526, grad_norm: 2.3960 2020-08-19 05:09:43,406 - mmaction - INFO - Epoch [216][260/627] lr: 3.718e-02, eta: 9:48:19, time: 1.382, data_time: 0.007, memory: 8470, top1_acc: 0.5624, top5_acc: 0.7809, loss_cls: 1.8714, loss: 1.8714, grad_norm: 2.4489 2020-08-19 05:10:12,287 - mmaction - INFO - Epoch [216][280/627] lr: 3.718e-02, eta: 9:47:51, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.5546, top5_acc: 0.7746, loss_cls: 1.8999, loss: 1.8999, grad_norm: 2.4599 2020-08-19 05:10:40,573 - mmaction - INFO - Epoch [216][300/627] lr: 3.718e-02, eta: 9:47:23, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.5581, top5_acc: 0.7793, loss_cls: 1.8905, loss: 1.8905, grad_norm: 2.4557 2020-08-19 05:11:08,789 - mmaction - INFO - Epoch [216][320/627] lr: 3.718e-02, eta: 9:46:56, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.5604, top5_acc: 0.7807, loss_cls: 1.8838, loss: 1.8838, grad_norm: 2.4255 2020-08-19 05:11:37,205 - mmaction - INFO - Epoch [216][340/627] lr: 3.718e-02, eta: 9:46:28, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.5673, top5_acc: 0.7874, loss_cls: 1.8489, loss: 1.8489, grad_norm: 2.4163 2020-08-19 05:12:04,669 - mmaction - INFO - Epoch [216][360/627] lr: 3.718e-02, eta: 9:46:00, time: 1.373, data_time: 0.004, memory: 8470, top1_acc: 0.5591, top5_acc: 0.7806, loss_cls: 1.8920, loss: 1.8920, grad_norm: 2.4489 2020-08-19 05:12:32,804 - mmaction - INFO - Epoch [216][380/627] lr: 3.718e-02, eta: 9:45:33, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.5539, top5_acc: 0.7730, loss_cls: 1.9194, loss: 1.9194, grad_norm: 2.4512 2020-08-19 05:13:01,021 - mmaction - INFO - Epoch [216][400/627] lr: 3.718e-02, eta: 9:45:05, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.5602, top5_acc: 0.7801, loss_cls: 1.8937, loss: 1.8937, grad_norm: 2.4021 2020-08-19 05:13:29,399 - mmaction - INFO - Epoch [216][420/627] lr: 3.718e-02, eta: 9:44:37, time: 1.417, data_time: 0.002, memory: 8470, top1_acc: 0.5460, top5_acc: 0.7707, loss_cls: 1.9382, loss: 1.9382, grad_norm: 2.4363 2020-08-19 05:13:57,722 - mmaction - INFO - Epoch [216][440/627] lr: 3.718e-02, eta: 9:44:10, time: 1.418, data_time: 0.005, memory: 8470, top1_acc: 0.5546, top5_acc: 0.7732, loss_cls: 1.9243, loss: 1.9243, grad_norm: 2.4456 2020-08-19 05:14:26,872 - mmaction - INFO - Epoch [216][460/627] lr: 3.718e-02, eta: 9:43:42, time: 1.456, data_time: 0.004, memory: 8470, top1_acc: 0.5594, top5_acc: 0.7763, loss_cls: 1.8969, loss: 1.8969, grad_norm: 2.4123 2020-08-19 05:14:54,693 - mmaction - INFO - Epoch [216][480/627] lr: 3.718e-02, eta: 9:43:15, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7831, loss_cls: 1.8704, loss: 1.8704, grad_norm: 2.4115 2020-08-19 05:15:23,218 - mmaction - INFO - Epoch [216][500/627] lr: 3.718e-02, eta: 9:42:47, time: 1.425, data_time: 0.005, memory: 8470, top1_acc: 0.5641, top5_acc: 0.7763, loss_cls: 1.9012, loss: 1.9012, grad_norm: 2.4193 2020-08-19 05:15:51,102 - mmaction - INFO - Epoch [216][520/627] lr: 3.718e-02, eta: 9:42:19, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7823, loss_cls: 1.8832, loss: 1.8832, grad_norm: 2.4253 2020-08-19 05:16:19,962 - mmaction - INFO - Epoch [216][540/627] lr: 3.718e-02, eta: 9:41:52, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.5682, top5_acc: 0.7814, loss_cls: 1.8665, loss: 1.8665, grad_norm: 2.4168 2020-08-19 05:16:49,144 - mmaction - INFO - Epoch [216][560/627] lr: 3.718e-02, eta: 9:41:24, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.5529, top5_acc: 0.7754, loss_cls: 1.9277, loss: 1.9277, grad_norm: 2.4470 2020-08-19 05:17:17,420 - mmaction - INFO - Epoch [216][580/627] lr: 3.718e-02, eta: 9:40:57, time: 1.413, data_time: 0.005, memory: 8470, top1_acc: 0.5574, top5_acc: 0.7799, loss_cls: 1.8950, loss: 1.8950, grad_norm: 2.4298 2020-08-19 05:17:46,375 - mmaction - INFO - Epoch [216][600/627] lr: 3.718e-02, eta: 9:40:29, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.5572, top5_acc: 0.7775, loss_cls: 1.9121, loss: 1.9121, grad_norm: 2.4758 2020-08-19 05:18:15,283 - mmaction - INFO - Epoch [216][620/627] lr: 3.718e-02, eta: 9:40:02, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.5646, top5_acc: 0.7789, loss_cls: 1.8964, loss: 1.8964, grad_norm: 2.4626 2020-08-19 05:18:23,903 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-08-19 05:18:55,511 - mmaction - INFO - Epoch [217][20/627] lr: 3.542e-02, eta: 9:39:23, time: 1.546, data_time: 0.383, memory: 8470, top1_acc: 0.5660, top5_acc: 0.7866, loss_cls: 1.8673, loss: 1.8673, grad_norm: 2.4502 2020-08-19 05:19:23,362 - mmaction - INFO - Epoch [217][40/627] lr: 3.542e-02, eta: 9:38:55, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.5665, top5_acc: 0.7767, loss_cls: 1.8877, loss: 1.8877, grad_norm: 2.4764 2020-08-19 05:19:51,865 - mmaction - INFO - Epoch [217][60/627] lr: 3.542e-02, eta: 9:38:28, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.5622, top5_acc: 0.7796, loss_cls: 1.8787, loss: 1.8787, grad_norm: 2.4518 2020-08-19 05:20:20,149 - mmaction - INFO - Epoch [217][80/627] lr: 3.542e-02, eta: 9:38:00, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.5712, top5_acc: 0.7788, loss_cls: 1.8607, loss: 1.8607, grad_norm: 2.4033 2020-08-19 05:20:50,670 - mmaction - INFO - Epoch [217][100/627] lr: 3.542e-02, eta: 9:37:33, time: 1.527, data_time: 0.005, memory: 8470, top1_acc: 0.5677, top5_acc: 0.7737, loss_cls: 1.8648, loss: 1.8648, grad_norm: 2.4221 2020-08-19 05:21:17,793 - mmaction - INFO - Epoch [217][120/627] lr: 3.542e-02, eta: 9:37:05, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.5706, top5_acc: 0.7811, loss_cls: 1.8443, loss: 1.8443, grad_norm: 2.4193 2020-08-19 05:21:46,755 - mmaction - INFO - Epoch [217][140/627] lr: 3.542e-02, eta: 9:36:37, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.5751, top5_acc: 0.7779, loss_cls: 1.8748, loss: 1.8748, grad_norm: 2.4566 2020-08-19 05:22:14,388 - mmaction - INFO - Epoch [217][160/627] lr: 3.542e-02, eta: 9:36:10, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.5671, top5_acc: 0.7854, loss_cls: 1.8621, loss: 1.8621, grad_norm: 2.4842 2020-08-19 05:22:43,106 - mmaction - INFO - Epoch [217][180/627] lr: 3.542e-02, eta: 9:35:42, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.5663, top5_acc: 0.7802, loss_cls: 1.8755, loss: 1.8755, grad_norm: 2.4513 2020-08-19 05:23:12,357 - mmaction - INFO - Epoch [217][200/627] lr: 3.542e-02, eta: 9:35:15, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.5651, top5_acc: 0.7811, loss_cls: 1.8737, loss: 1.8737, grad_norm: 2.4179 2020-08-19 05:23:40,294 - mmaction - INFO - Epoch [217][220/627] lr: 3.542e-02, eta: 9:34:47, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.5766, top5_acc: 0.7878, loss_cls: 1.8288, loss: 1.8288, grad_norm: 2.4551 2020-08-19 05:24:08,562 - mmaction - INFO - Epoch [217][240/627] lr: 3.542e-02, eta: 9:34:19, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.5635, top5_acc: 0.7760, loss_cls: 1.8834, loss: 1.8834, grad_norm: 2.5049 2020-08-19 05:24:36,636 - mmaction - INFO - Epoch [217][260/627] lr: 3.542e-02, eta: 9:33:51, time: 1.407, data_time: 0.007, memory: 8470, top1_acc: 0.5655, top5_acc: 0.7803, loss_cls: 1.9101, loss: 1.9101, grad_norm: 2.4194 2020-08-19 05:25:05,581 - mmaction - INFO - Epoch [217][280/627] lr: 3.542e-02, eta: 9:33:24, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.5742, top5_acc: 0.7927, loss_cls: 1.8297, loss: 1.8297, grad_norm: 2.4561 2020-08-19 05:25:33,283 - mmaction - INFO - Epoch [217][300/627] lr: 3.542e-02, eta: 9:32:56, time: 1.385, data_time: 0.002, memory: 8470, top1_acc: 0.5632, top5_acc: 0.7757, loss_cls: 1.8911, loss: 1.8911, grad_norm: 2.4732 2020-08-19 05:26:01,162 - mmaction - INFO - Epoch [217][320/627] lr: 3.542e-02, eta: 9:32:28, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.5609, top5_acc: 0.7754, loss_cls: 1.8899, loss: 1.8899, grad_norm: 2.4715 2020-08-19 05:26:30,189 - mmaction - INFO - Epoch [217][340/627] lr: 3.542e-02, eta: 9:32:01, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.5555, top5_acc: 0.7721, loss_cls: 1.9265, loss: 1.9265, grad_norm: 2.4716 2020-08-19 05:26:58,119 - mmaction - INFO - Epoch [217][360/627] lr: 3.542e-02, eta: 9:31:33, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.5688, top5_acc: 0.7820, loss_cls: 1.8650, loss: 1.8650, grad_norm: 2.4844 2020-08-19 05:27:25,858 - mmaction - INFO - Epoch [217][380/627] lr: 3.542e-02, eta: 9:31:06, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.5594, top5_acc: 0.7788, loss_cls: 1.8814, loss: 1.8814, grad_norm: 2.4368 2020-08-19 05:27:53,862 - mmaction - INFO - Epoch [217][400/627] lr: 3.542e-02, eta: 9:30:38, time: 1.398, data_time: 0.005, memory: 8470, top1_acc: 0.5643, top5_acc: 0.7788, loss_cls: 1.8852, loss: 1.8852, grad_norm: 2.4214 2020-08-19 05:28:22,224 - mmaction - INFO - Epoch [217][420/627] lr: 3.542e-02, eta: 9:30:10, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.5645, top5_acc: 0.7781, loss_cls: 1.8851, loss: 1.8851, grad_norm: 2.4718 2020-08-19 05:28:50,597 - mmaction - INFO - Epoch [217][440/627] lr: 3.542e-02, eta: 9:29:43, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.5712, top5_acc: 0.7866, loss_cls: 1.8426, loss: 1.8426, grad_norm: 2.4594 2020-08-19 05:29:18,799 - mmaction - INFO - Epoch [217][460/627] lr: 3.542e-02, eta: 9:29:15, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.5695, top5_acc: 0.7874, loss_cls: 1.8551, loss: 1.8551, grad_norm: 2.4913 2020-08-19 05:29:47,227 - mmaction - INFO - Epoch [217][480/627] lr: 3.542e-02, eta: 9:28:47, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.5581, top5_acc: 0.7790, loss_cls: 1.9090, loss: 1.9090, grad_norm: 2.5282 2020-08-19 05:30:15,647 - mmaction - INFO - Epoch [217][500/627] lr: 3.542e-02, eta: 9:28:20, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.5568, top5_acc: 0.7763, loss_cls: 1.9161, loss: 1.9161, grad_norm: 2.5071 2020-08-19 05:30:45,183 - mmaction - INFO - Epoch [217][520/627] lr: 3.542e-02, eta: 9:27:52, time: 1.479, data_time: 0.005, memory: 8470, top1_acc: 0.5602, top5_acc: 0.7757, loss_cls: 1.8939, loss: 1.8939, grad_norm: 2.4889 2020-08-19 05:31:12,637 - mmaction - INFO - Epoch [217][540/627] lr: 3.542e-02, eta: 9:27:24, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.5539, top5_acc: 0.7799, loss_cls: 1.9081, loss: 1.9081, grad_norm: 2.4731 2020-08-19 05:31:42,332 - mmaction - INFO - Epoch [217][560/627] lr: 3.542e-02, eta: 9:26:57, time: 1.487, data_time: 0.005, memory: 8470, top1_acc: 0.5576, top5_acc: 0.7737, loss_cls: 1.9092, loss: 1.9092, grad_norm: 2.4994 2020-08-19 05:32:11,599 - mmaction - INFO - Epoch [217][580/627] lr: 3.542e-02, eta: 9:26:30, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.5615, top5_acc: 0.7786, loss_cls: 1.9015, loss: 1.9015, grad_norm: 2.4881 2020-08-19 05:32:40,447 - mmaction - INFO - Epoch [217][600/627] lr: 3.542e-02, eta: 9:26:02, time: 1.442, data_time: 0.002, memory: 8470, top1_acc: 0.5638, top5_acc: 0.7819, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.4465 2020-08-19 05:33:09,591 - mmaction - INFO - Epoch [217][620/627] lr: 3.542e-02, eta: 9:25:35, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.5560, top5_acc: 0.7680, loss_cls: 1.9347, loss: 1.9347, grad_norm: 2.4836 2020-08-19 05:33:51,552 - mmaction - INFO - Epoch [218][20/627] lr: 3.371e-02, eta: 9:24:56, time: 1.633, data_time: 0.393, memory: 8470, top1_acc: 0.5632, top5_acc: 0.7824, loss_cls: 1.8667, loss: 1.8667, grad_norm: 2.5062 2020-08-19 05:34:20,115 - mmaction - INFO - Epoch [218][40/627] lr: 3.371e-02, eta: 9:24:29, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.5596, top5_acc: 0.7797, loss_cls: 1.8888, loss: 1.8888, grad_norm: 2.4810 2020-08-19 05:34:47,144 - mmaction - INFO - Epoch [218][60/627] lr: 3.371e-02, eta: 9:24:01, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.5664, top5_acc: 0.7831, loss_cls: 1.8610, loss: 1.8610, grad_norm: 2.5154 2020-08-19 05:35:15,455 - mmaction - INFO - Epoch [218][80/627] lr: 3.371e-02, eta: 9:23:33, time: 1.415, data_time: 0.004, memory: 8470, top1_acc: 0.5755, top5_acc: 0.7872, loss_cls: 1.8360, loss: 1.8360, grad_norm: 2.4445 2020-08-19 05:35:42,890 - mmaction - INFO - Epoch [218][100/627] lr: 3.371e-02, eta: 9:23:05, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.5708, top5_acc: 0.7855, loss_cls: 1.8635, loss: 1.8635, grad_norm: 2.4788 2020-08-19 05:36:10,486 - mmaction - INFO - Epoch [218][120/627] lr: 3.371e-02, eta: 9:22:37, time: 1.381, data_time: 0.008, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7777, loss_cls: 1.8697, loss: 1.8697, grad_norm: 2.4804 2020-08-19 05:36:40,082 - mmaction - INFO - Epoch [218][140/627] lr: 3.371e-02, eta: 9:22:10, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.5656, top5_acc: 0.7816, loss_cls: 1.8669, loss: 1.8669, grad_norm: 2.4847 2020-08-19 05:37:06,997 - mmaction - INFO - Epoch [218][160/627] lr: 3.371e-02, eta: 9:21:42, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.5677, top5_acc: 0.7867, loss_cls: 1.8544, loss: 1.8544, grad_norm: 2.4414 2020-08-19 05:37:34,903 - mmaction - INFO - Epoch [218][180/627] lr: 3.371e-02, eta: 9:21:14, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.5680, top5_acc: 0.7839, loss_cls: 1.8341, loss: 1.8341, grad_norm: 2.5115 2020-08-19 05:38:03,612 - mmaction - INFO - Epoch [218][200/627] lr: 3.371e-02, eta: 9:20:47, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.5725, top5_acc: 0.7819, loss_cls: 1.8463, loss: 1.8463, grad_norm: 2.4874 2020-08-19 05:38:31,625 - mmaction - INFO - Epoch [218][220/627] lr: 3.371e-02, eta: 9:20:19, time: 1.401, data_time: 0.005, memory: 8470, top1_acc: 0.5581, top5_acc: 0.7806, loss_cls: 1.8776, loss: 1.8776, grad_norm: 2.5154 2020-08-19 05:38:59,893 - mmaction - INFO - Epoch [218][240/627] lr: 3.371e-02, eta: 9:19:52, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.5599, top5_acc: 0.7781, loss_cls: 1.8839, loss: 1.8839, grad_norm: 2.4955 2020-08-19 05:39:27,742 - mmaction - INFO - Epoch [218][260/627] lr: 3.371e-02, eta: 9:19:24, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.5638, top5_acc: 0.7827, loss_cls: 1.8839, loss: 1.8839, grad_norm: 2.5315 2020-08-19 05:39:55,861 - mmaction - INFO - Epoch [218][280/627] lr: 3.371e-02, eta: 9:18:56, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.5628, top5_acc: 0.7746, loss_cls: 1.9213, loss: 1.9213, grad_norm: 2.4929 2020-08-19 05:40:24,914 - mmaction - INFO - Epoch [218][300/627] lr: 3.371e-02, eta: 9:18:29, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.5529, top5_acc: 0.7698, loss_cls: 1.9324, loss: 1.9324, grad_norm: 2.5300 2020-08-19 05:40:52,579 - mmaction - INFO - Epoch [218][320/627] lr: 3.371e-02, eta: 9:18:01, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.5717, top5_acc: 0.7826, loss_cls: 1.8621, loss: 1.8621, grad_norm: 2.5218 2020-08-19 05:41:21,626 - mmaction - INFO - Epoch [218][340/627] lr: 3.371e-02, eta: 9:17:33, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.5704, top5_acc: 0.7820, loss_cls: 1.8592, loss: 1.8592, grad_norm: 2.4861 2020-08-19 05:41:49,068 - mmaction - INFO - Epoch [218][360/627] lr: 3.371e-02, eta: 9:17:06, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.5691, top5_acc: 0.7783, loss_cls: 1.8773, loss: 1.8773, grad_norm: 2.4795 2020-08-19 05:42:18,028 - mmaction - INFO - Epoch [218][380/627] lr: 3.371e-02, eta: 9:16:38, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.5695, top5_acc: 0.7941, loss_cls: 1.8257, loss: 1.8257, grad_norm: 2.4983 2020-08-19 05:42:46,145 - mmaction - INFO - Epoch [218][400/627] lr: 3.371e-02, eta: 9:16:10, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.5704, top5_acc: 0.7797, loss_cls: 1.8513, loss: 1.8513, grad_norm: 2.4882 2020-08-19 05:43:12,528 - mmaction - INFO - Epoch [218][420/627] lr: 3.371e-02, eta: 9:15:42, time: 1.316, data_time: 0.006, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7794, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.4982 2020-08-19 05:43:40,927 - mmaction - INFO - Epoch [218][440/627] lr: 3.371e-02, eta: 9:15:15, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7784, loss_cls: 1.8849, loss: 1.8849, grad_norm: 2.5583 2020-08-19 05:44:09,233 - mmaction - INFO - Epoch [218][460/627] lr: 3.371e-02, eta: 9:14:47, time: 1.415, data_time: 0.006, memory: 8470, top1_acc: 0.5651, top5_acc: 0.7694, loss_cls: 1.8916, loss: 1.8916, grad_norm: 2.4892 2020-08-19 05:44:35,321 - mmaction - INFO - Epoch [218][480/627] lr: 3.371e-02, eta: 9:14:19, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5592, top5_acc: 0.7777, loss_cls: 1.9008, loss: 1.9008, grad_norm: 2.5713 2020-08-19 05:45:01,662 - mmaction - INFO - Epoch [218][500/627] lr: 3.371e-02, eta: 9:13:51, time: 1.316, data_time: 0.004, memory: 8470, top1_acc: 0.5650, top5_acc: 0.7776, loss_cls: 1.9104, loss: 1.9104, grad_norm: 2.5191 2020-08-19 05:45:29,208 - mmaction - INFO - Epoch [218][520/627] lr: 3.371e-02, eta: 9:13:23, time: 1.377, data_time: 0.004, memory: 8470, top1_acc: 0.5708, top5_acc: 0.7876, loss_cls: 1.8354, loss: 1.8354, grad_norm: 2.4950 2020-08-19 05:45:55,392 - mmaction - INFO - Epoch [218][540/627] lr: 3.371e-02, eta: 9:12:55, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.5750, top5_acc: 0.7845, loss_cls: 1.8443, loss: 1.8443, grad_norm: 2.5169 2020-08-19 05:46:24,140 - mmaction - INFO - Epoch [218][560/627] lr: 3.371e-02, eta: 9:12:28, time: 1.441, data_time: 0.007, memory: 8470, top1_acc: 0.5535, top5_acc: 0.7710, loss_cls: 1.9070, loss: 1.9070, grad_norm: 2.5404 2020-08-19 05:46:50,469 - mmaction - INFO - Epoch [218][580/627] lr: 3.371e-02, eta: 9:12:00, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.5641, top5_acc: 0.7819, loss_cls: 1.8734, loss: 1.8734, grad_norm: 2.5069 2020-08-19 05:47:17,140 - mmaction - INFO - Epoch [218][600/627] lr: 3.371e-02, eta: 9:11:32, time: 1.335, data_time: 0.006, memory: 8470, top1_acc: 0.5742, top5_acc: 0.7879, loss_cls: 1.8378, loss: 1.8378, grad_norm: 2.4998 2020-08-19 05:47:44,810 - mmaction - INFO - Epoch [218][620/627] lr: 3.371e-02, eta: 9:11:04, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.5625, top5_acc: 0.7880, loss_cls: 1.8738, loss: 1.8738, grad_norm: 2.5089 2020-08-19 05:48:25,608 - mmaction - INFO - Epoch [219][20/627] lr: 3.203e-02, eta: 9:10:26, time: 1.628, data_time: 0.370, memory: 8470, top1_acc: 0.5687, top5_acc: 0.7811, loss_cls: 1.8757, loss: 1.8757, grad_norm: 2.4699 2020-08-19 05:48:51,055 - mmaction - INFO - Epoch [219][40/627] lr: 3.203e-02, eta: 9:09:57, time: 1.273, data_time: 0.002, memory: 8470, top1_acc: 0.5829, top5_acc: 0.7898, loss_cls: 1.7907, loss: 1.7907, grad_norm: 2.4654 2020-08-19 05:49:16,241 - mmaction - INFO - Epoch [219][60/627] lr: 3.203e-02, eta: 9:09:29, time: 1.257, data_time: 0.006, memory: 8470, top1_acc: 0.5786, top5_acc: 0.7884, loss_cls: 1.8140, loss: 1.8140, grad_norm: 2.5261 2020-08-19 05:49:42,541 - mmaction - INFO - Epoch [219][80/627] lr: 3.203e-02, eta: 9:09:01, time: 1.317, data_time: 0.006, memory: 8470, top1_acc: 0.5773, top5_acc: 0.7938, loss_cls: 1.8133, loss: 1.8133, grad_norm: 2.4864 2020-08-19 05:50:08,975 - mmaction - INFO - Epoch [219][100/627] lr: 3.203e-02, eta: 9:08:33, time: 1.322, data_time: 0.006, memory: 8470, top1_acc: 0.5785, top5_acc: 0.7945, loss_cls: 1.8178, loss: 1.8178, grad_norm: 2.4953 2020-08-19 05:50:36,093 - mmaction - INFO - Epoch [219][120/627] lr: 3.203e-02, eta: 9:08:05, time: 1.354, data_time: 0.002, memory: 8470, top1_acc: 0.5639, top5_acc: 0.7831, loss_cls: 1.8614, loss: 1.8614, grad_norm: 2.5333 2020-08-19 05:51:02,230 - mmaction - INFO - Epoch [219][140/627] lr: 3.203e-02, eta: 9:07:37, time: 1.308, data_time: 0.007, memory: 8470, top1_acc: 0.5714, top5_acc: 0.7842, loss_cls: 1.8276, loss: 1.8276, grad_norm: 2.5203 2020-08-19 05:51:29,224 - mmaction - INFO - Epoch [219][160/627] lr: 3.203e-02, eta: 9:07:10, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.5699, top5_acc: 0.7852, loss_cls: 1.8309, loss: 1.8309, grad_norm: 2.5404 2020-08-19 05:51:57,453 - mmaction - INFO - Epoch [219][180/627] lr: 3.203e-02, eta: 9:06:42, time: 1.418, data_time: 0.015, memory: 8470, top1_acc: 0.5681, top5_acc: 0.7831, loss_cls: 1.8748, loss: 1.8748, grad_norm: 2.5420 2020-08-19 05:52:24,005 - mmaction - INFO - Epoch [219][200/627] lr: 3.203e-02, eta: 9:06:14, time: 1.330, data_time: 0.007, memory: 8470, top1_acc: 0.5725, top5_acc: 0.7875, loss_cls: 1.8413, loss: 1.8413, grad_norm: 2.5194 2020-08-19 05:52:50,725 - mmaction - INFO - Epoch [219][220/627] lr: 3.203e-02, eta: 9:05:46, time: 1.336, data_time: 0.003, memory: 8470, top1_acc: 0.5655, top5_acc: 0.7789, loss_cls: 1.8778, loss: 1.8778, grad_norm: 2.5298 2020-08-19 05:53:16,898 - mmaction - INFO - Epoch [219][240/627] lr: 3.203e-02, eta: 9:05:18, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.5737, top5_acc: 0.7889, loss_cls: 1.8371, loss: 1.8371, grad_norm: 2.5435 2020-08-19 05:53:45,657 - mmaction - INFO - Epoch [219][260/627] lr: 3.203e-02, eta: 9:04:50, time: 1.439, data_time: 0.008, memory: 8470, top1_acc: 0.5788, top5_acc: 0.7888, loss_cls: 1.8101, loss: 1.8101, grad_norm: 2.5203 2020-08-19 05:54:11,652 - mmaction - INFO - Epoch [219][280/627] lr: 3.203e-02, eta: 9:04:22, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.5691, top5_acc: 0.7902, loss_cls: 1.8296, loss: 1.8296, grad_norm: 2.5613 2020-08-19 05:54:39,267 - mmaction - INFO - Epoch [219][300/627] lr: 3.203e-02, eta: 9:03:55, time: 1.381, data_time: 0.007, memory: 8470, top1_acc: 0.5693, top5_acc: 0.7807, loss_cls: 1.8464, loss: 1.8464, grad_norm: 2.5491 2020-08-19 05:55:05,537 - mmaction - INFO - Epoch [219][320/627] lr: 3.203e-02, eta: 9:03:27, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.5663, top5_acc: 0.7833, loss_cls: 1.8513, loss: 1.8513, grad_norm: 2.5119 2020-08-19 05:55:34,435 - mmaction - INFO - Epoch [219][340/627] lr: 3.203e-02, eta: 9:02:59, time: 1.445, data_time: 0.002, memory: 8470, top1_acc: 0.5772, top5_acc: 0.7882, loss_cls: 1.8272, loss: 1.8272, grad_norm: 2.5159 2020-08-19 05:56:01,824 - mmaction - INFO - Epoch [219][360/627] lr: 3.203e-02, eta: 9:02:31, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.5632, top5_acc: 0.7823, loss_cls: 1.8730, loss: 1.8730, grad_norm: 2.5251 2020-08-19 05:56:29,079 - mmaction - INFO - Epoch [219][380/627] lr: 3.203e-02, eta: 9:02:03, time: 1.365, data_time: 0.006, memory: 8470, top1_acc: 0.5719, top5_acc: 0.7893, loss_cls: 1.8332, loss: 1.8332, grad_norm: 2.5202 2020-08-19 05:56:55,041 - mmaction - INFO - Epoch [219][400/627] lr: 3.203e-02, eta: 9:01:35, time: 1.296, data_time: 0.005, memory: 8470, top1_acc: 0.5806, top5_acc: 0.7982, loss_cls: 1.7670, loss: 1.7670, grad_norm: 2.5099 2020-08-19 05:57:22,490 - mmaction - INFO - Epoch [219][420/627] lr: 3.203e-02, eta: 9:01:08, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.5741, top5_acc: 0.7772, loss_cls: 1.8781, loss: 1.8781, grad_norm: 2.5184 2020-08-19 05:57:49,452 - mmaction - INFO - Epoch [219][440/627] lr: 3.203e-02, eta: 9:00:40, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.5723, top5_acc: 0.7811, loss_cls: 1.8430, loss: 1.8430, grad_norm: 2.5251 2020-08-19 05:58:15,533 - mmaction - INFO - Epoch [219][460/627] lr: 3.203e-02, eta: 9:00:12, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.5618, top5_acc: 0.7854, loss_cls: 1.8639, loss: 1.8639, grad_norm: 2.5330 2020-08-19 05:58:42,128 - mmaction - INFO - Epoch [219][480/627] lr: 3.203e-02, eta: 8:59:44, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5681, top5_acc: 0.7792, loss_cls: 1.8536, loss: 1.8536, grad_norm: 2.5071 2020-08-19 05:59:09,985 - mmaction - INFO - Epoch [219][500/627] lr: 3.203e-02, eta: 8:59:16, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.5785, top5_acc: 0.7837, loss_cls: 1.8586, loss: 1.8586, grad_norm: 2.5459 2020-08-19 05:59:36,914 - mmaction - INFO - Epoch [219][520/627] lr: 3.203e-02, eta: 8:58:48, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.5811, top5_acc: 0.7940, loss_cls: 1.7907, loss: 1.7907, grad_norm: 2.5320 2020-08-19 06:00:08,677 - mmaction - INFO - Epoch [219][540/627] lr: 3.203e-02, eta: 8:58:21, time: 1.588, data_time: 0.005, memory: 8470, top1_acc: 0.5641, top5_acc: 0.7807, loss_cls: 1.8786, loss: 1.8786, grad_norm: 2.5305 2020-08-19 06:00:34,784 - mmaction - INFO - Epoch [219][560/627] lr: 3.203e-02, eta: 8:57:53, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.5691, top5_acc: 0.7857, loss_cls: 1.8516, loss: 1.8516, grad_norm: 2.5308 2020-08-19 06:01:01,238 - mmaction - INFO - Epoch [219][580/627] lr: 3.203e-02, eta: 8:57:25, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.5714, top5_acc: 0.7852, loss_cls: 1.8711, loss: 1.8711, grad_norm: 2.5725 2020-08-19 06:01:27,203 - mmaction - INFO - Epoch [219][600/627] lr: 3.203e-02, eta: 8:56:57, time: 1.300, data_time: 0.006, memory: 8470, top1_acc: 0.5651, top5_acc: 0.7858, loss_cls: 1.8607, loss: 1.8607, grad_norm: 2.5761 2020-08-19 06:01:54,087 - mmaction - INFO - Epoch [219][620/627] lr: 3.203e-02, eta: 8:56:29, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.5810, top5_acc: 0.7921, loss_cls: 1.7916, loss: 1.7916, grad_norm: 2.4553 2020-08-19 06:02:36,626 - mmaction - INFO - Epoch [220][20/627] lr: 3.040e-02, eta: 8:55:51, time: 1.674, data_time: 0.565, memory: 8470, top1_acc: 0.5818, top5_acc: 0.7866, loss_cls: 1.8247, loss: 1.8247, grad_norm: 2.5537 2020-08-19 06:03:02,748 - mmaction - INFO - Epoch [220][40/627] lr: 3.040e-02, eta: 8:55:23, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5749, top5_acc: 0.7905, loss_cls: 1.8075, loss: 1.8075, grad_norm: 2.5349 2020-08-19 06:03:27,321 - mmaction - INFO - Epoch [220][60/627] lr: 3.040e-02, eta: 8:54:55, time: 1.231, data_time: 0.006, memory: 8470, top1_acc: 0.5792, top5_acc: 0.7901, loss_cls: 1.8213, loss: 1.8213, grad_norm: 2.5462 2020-08-19 06:03:53,932 - mmaction - INFO - Epoch [220][80/627] lr: 3.040e-02, eta: 8:54:27, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.8073, loss: 1.8073, grad_norm: 2.5331 2020-08-19 06:04:22,335 - mmaction - INFO - Epoch [220][100/627] lr: 3.040e-02, eta: 8:53:59, time: 1.421, data_time: 0.005, memory: 8470, top1_acc: 0.5736, top5_acc: 0.7891, loss_cls: 1.8442, loss: 1.8442, grad_norm: 2.5818 2020-08-19 06:04:48,889 - mmaction - INFO - Epoch [220][120/627] lr: 3.040e-02, eta: 8:53:31, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.5826, top5_acc: 0.7975, loss_cls: 1.7809, loss: 1.7809, grad_norm: 2.5187 2020-08-19 06:05:15,247 - mmaction - INFO - Epoch [220][140/627] lr: 3.040e-02, eta: 8:53:03, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.5822, top5_acc: 0.7893, loss_cls: 1.8026, loss: 1.8026, grad_norm: 2.5508 2020-08-19 06:05:41,489 - mmaction - INFO - Epoch [220][160/627] lr: 3.040e-02, eta: 8:52:35, time: 1.314, data_time: 0.005, memory: 8470, top1_acc: 0.5780, top5_acc: 0.7901, loss_cls: 1.8165, loss: 1.8165, grad_norm: 2.5265 2020-08-19 06:06:09,100 - mmaction - INFO - Epoch [220][180/627] lr: 3.040e-02, eta: 8:52:08, time: 1.379, data_time: 0.006, memory: 8470, top1_acc: 0.5790, top5_acc: 0.7923, loss_cls: 1.7874, loss: 1.7874, grad_norm: 2.5375 2020-08-19 06:06:34,868 - mmaction - INFO - Epoch [220][200/627] lr: 3.040e-02, eta: 8:51:39, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.5753, top5_acc: 0.7900, loss_cls: 1.8248, loss: 1.8248, grad_norm: 2.5739 2020-08-19 06:07:01,913 - mmaction - INFO - Epoch [220][220/627] lr: 3.040e-02, eta: 8:51:12, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.5746, top5_acc: 0.7910, loss_cls: 1.8206, loss: 1.8206, grad_norm: 2.5491 2020-08-19 06:07:27,852 - mmaction - INFO - Epoch [220][240/627] lr: 3.040e-02, eta: 8:50:44, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.5733, top5_acc: 0.7896, loss_cls: 1.8353, loss: 1.8353, grad_norm: 2.5346 2020-08-19 06:07:54,421 - mmaction - INFO - Epoch [220][260/627] lr: 3.040e-02, eta: 8:50:16, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.5754, top5_acc: 0.7908, loss_cls: 1.8356, loss: 1.8356, grad_norm: 2.5879 2020-08-19 06:08:22,177 - mmaction - INFO - Epoch [220][280/627] lr: 3.040e-02, eta: 8:49:48, time: 1.389, data_time: 0.007, memory: 8470, top1_acc: 0.5754, top5_acc: 0.7835, loss_cls: 1.8377, loss: 1.8377, grad_norm: 2.5639 2020-08-19 06:08:48,591 - mmaction - INFO - Epoch [220][300/627] lr: 3.040e-02, eta: 8:49:20, time: 1.321, data_time: 0.002, memory: 8470, top1_acc: 0.5626, top5_acc: 0.7823, loss_cls: 1.8467, loss: 1.8467, grad_norm: 2.6021 2020-08-19 06:09:13,056 - mmaction - INFO - Epoch [220][320/627] lr: 3.040e-02, eta: 8:48:52, time: 1.223, data_time: 0.005, memory: 8470, top1_acc: 0.5698, top5_acc: 0.7859, loss_cls: 1.8404, loss: 1.8404, grad_norm: 2.5684 2020-08-19 06:09:39,321 - mmaction - INFO - Epoch [220][340/627] lr: 3.040e-02, eta: 8:48:24, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.5768, top5_acc: 0.7880, loss_cls: 1.8281, loss: 1.8281, grad_norm: 2.5435 2020-08-19 06:10:04,830 - mmaction - INFO - Epoch [220][360/627] lr: 3.040e-02, eta: 8:47:56, time: 1.277, data_time: 0.006, memory: 8470, top1_acc: 0.5770, top5_acc: 0.7889, loss_cls: 1.8133, loss: 1.8133, grad_norm: 2.5339 2020-08-19 06:10:32,135 - mmaction - INFO - Epoch [220][380/627] lr: 3.040e-02, eta: 8:47:28, time: 1.366, data_time: 0.003, memory: 8470, top1_acc: 0.5728, top5_acc: 0.7914, loss_cls: 1.8250, loss: 1.8250, grad_norm: 2.5490 2020-08-19 06:10:58,072 - mmaction - INFO - Epoch [220][400/627] lr: 3.040e-02, eta: 8:47:00, time: 1.295, data_time: 0.005, memory: 8470, top1_acc: 0.5819, top5_acc: 0.7882, loss_cls: 1.8084, loss: 1.8084, grad_norm: 2.5835 2020-08-19 06:11:25,168 - mmaction - INFO - Epoch [220][420/627] lr: 3.040e-02, eta: 8:46:32, time: 1.354, data_time: 0.006, memory: 8470, top1_acc: 0.5723, top5_acc: 0.7802, loss_cls: 1.8536, loss: 1.8536, grad_norm: 2.5674 2020-08-19 06:11:51,675 - mmaction - INFO - Epoch [220][440/627] lr: 3.040e-02, eta: 8:46:04, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5793, top5_acc: 0.7896, loss_cls: 1.8098, loss: 1.8098, grad_norm: 2.5472 2020-08-19 06:12:20,151 - mmaction - INFO - Epoch [220][460/627] lr: 3.040e-02, eta: 8:45:36, time: 1.422, data_time: 0.004, memory: 8470, top1_acc: 0.5749, top5_acc: 0.7835, loss_cls: 1.8536, loss: 1.8536, grad_norm: 2.5981 2020-08-19 06:12:45,944 - mmaction - INFO - Epoch [220][480/627] lr: 3.040e-02, eta: 8:45:08, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.5706, top5_acc: 0.7842, loss_cls: 1.8564, loss: 1.8564, grad_norm: 2.5588 2020-08-19 06:13:12,342 - mmaction - INFO - Epoch [220][500/627] lr: 3.040e-02, eta: 8:44:40, time: 1.321, data_time: 0.003, memory: 8470, top1_acc: 0.5768, top5_acc: 0.7922, loss_cls: 1.8111, loss: 1.8111, grad_norm: 2.5805 2020-08-19 06:13:39,151 - mmaction - INFO - Epoch [220][520/627] lr: 3.040e-02, eta: 8:44:12, time: 1.339, data_time: 0.004, memory: 8470, top1_acc: 0.5686, top5_acc: 0.7898, loss_cls: 1.8283, loss: 1.8283, grad_norm: 2.5605 2020-08-19 06:14:04,120 - mmaction - INFO - Epoch [220][540/627] lr: 3.040e-02, eta: 8:43:44, time: 1.249, data_time: 0.005, memory: 8470, top1_acc: 0.5842, top5_acc: 0.7944, loss_cls: 1.7937, loss: 1.7937, grad_norm: 2.5407 2020-08-19 06:14:30,854 - mmaction - INFO - Epoch [220][560/627] lr: 3.040e-02, eta: 8:43:16, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.5693, top5_acc: 0.7840, loss_cls: 1.8338, loss: 1.8338, grad_norm: 2.5908 2020-08-19 06:14:55,619 - mmaction - INFO - Epoch [220][580/627] lr: 3.040e-02, eta: 8:42:48, time: 1.236, data_time: 0.004, memory: 8470, top1_acc: 0.5732, top5_acc: 0.7849, loss_cls: 1.8264, loss: 1.8264, grad_norm: 2.5916 2020-08-19 06:15:23,115 - mmaction - INFO - Epoch [220][600/627] lr: 3.040e-02, eta: 8:42:20, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.5663, top5_acc: 0.7837, loss_cls: 1.8591, loss: 1.8591, grad_norm: 2.6234 2020-08-19 06:15:52,328 - mmaction - INFO - Epoch [220][620/627] lr: 3.040e-02, eta: 8:41:53, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.5762, top5_acc: 0.7923, loss_cls: 1.8100, loss: 1.8100, grad_norm: 2.5770 2020-08-19 06:16:00,391 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-08-19 06:16:31,797 - mmaction - INFO - Epoch [221][20/627] lr: 2.880e-02, eta: 8:41:14, time: 1.443, data_time: 0.286, memory: 8470, top1_acc: 0.5694, top5_acc: 0.7910, loss_cls: 1.8229, loss: 1.8229, grad_norm: 2.5296 2020-08-19 06:16:56,046 - mmaction - INFO - Epoch [221][40/627] lr: 2.880e-02, eta: 8:40:46, time: 1.213, data_time: 0.003, memory: 8470, top1_acc: 0.5776, top5_acc: 0.7906, loss_cls: 1.8176, loss: 1.8176, grad_norm: 2.5696 2020-08-19 06:17:20,604 - mmaction - INFO - Epoch [221][60/627] lr: 2.880e-02, eta: 8:40:17, time: 1.228, data_time: 0.004, memory: 8470, top1_acc: 0.5688, top5_acc: 0.7861, loss_cls: 1.8252, loss: 1.8252, grad_norm: 2.6116 2020-08-19 06:17:46,909 - mmaction - INFO - Epoch [221][80/627] lr: 2.880e-02, eta: 8:39:49, time: 1.314, data_time: 0.002, memory: 8470, top1_acc: 0.5772, top5_acc: 0.7921, loss_cls: 1.8050, loss: 1.8050, grad_norm: 2.5902 2020-08-19 06:18:15,650 - mmaction - INFO - Epoch [221][100/627] lr: 2.880e-02, eta: 8:39:22, time: 1.437, data_time: 0.007, memory: 8470, top1_acc: 0.5855, top5_acc: 0.7927, loss_cls: 1.7844, loss: 1.7844, grad_norm: 2.5706 2020-08-19 06:18:41,099 - mmaction - INFO - Epoch [221][120/627] lr: 2.880e-02, eta: 8:38:54, time: 1.274, data_time: 0.006, memory: 8470, top1_acc: 0.5803, top5_acc: 0.7906, loss_cls: 1.8103, loss: 1.8103, grad_norm: 2.5979 2020-08-19 06:19:08,460 - mmaction - INFO - Epoch [221][140/627] lr: 2.880e-02, eta: 8:38:26, time: 1.368, data_time: 0.005, memory: 8470, top1_acc: 0.5771, top5_acc: 0.7921, loss_cls: 1.8087, loss: 1.8087, grad_norm: 2.5769 2020-08-19 06:19:33,897 - mmaction - INFO - Epoch [221][160/627] lr: 2.880e-02, eta: 8:37:58, time: 1.270, data_time: 0.007, memory: 8470, top1_acc: 0.5738, top5_acc: 0.7882, loss_cls: 1.8390, loss: 1.8390, grad_norm: 2.5711 2020-08-19 06:19:59,938 - mmaction - INFO - Epoch [221][180/627] lr: 2.880e-02, eta: 8:37:30, time: 1.305, data_time: 0.007, memory: 8470, top1_acc: 0.5865, top5_acc: 0.7970, loss_cls: 1.7859, loss: 1.7859, grad_norm: 2.5934 2020-08-19 06:20:26,799 - mmaction - INFO - Epoch [221][200/627] lr: 2.880e-02, eta: 8:37:02, time: 1.340, data_time: 0.004, memory: 8470, top1_acc: 0.5867, top5_acc: 0.7915, loss_cls: 1.7800, loss: 1.7800, grad_norm: 2.5957 2020-08-19 06:20:52,808 - mmaction - INFO - Epoch [221][220/627] lr: 2.880e-02, eta: 8:36:34, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.5732, top5_acc: 0.7854, loss_cls: 1.8279, loss: 1.8279, grad_norm: 2.5822 2020-08-19 06:21:18,165 - mmaction - INFO - Epoch [221][240/627] lr: 2.880e-02, eta: 8:36:06, time: 1.268, data_time: 0.005, memory: 8470, top1_acc: 0.5867, top5_acc: 0.7973, loss_cls: 1.7907, loss: 1.7907, grad_norm: 2.5627 2020-08-19 06:21:44,435 - mmaction - INFO - Epoch [221][260/627] lr: 2.880e-02, eta: 8:35:38, time: 1.312, data_time: 0.005, memory: 8470, top1_acc: 0.5922, top5_acc: 0.7952, loss_cls: 1.7710, loss: 1.7710, grad_norm: 2.5444 2020-08-19 06:22:10,355 - mmaction - INFO - Epoch [221][280/627] lr: 2.880e-02, eta: 8:35:10, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.5749, top5_acc: 0.7858, loss_cls: 1.8424, loss: 1.8424, grad_norm: 2.6025 2020-08-19 06:22:37,516 - mmaction - INFO - Epoch [221][300/627] lr: 2.880e-02, eta: 8:34:42, time: 1.356, data_time: 0.007, memory: 8470, top1_acc: 0.5806, top5_acc: 0.7954, loss_cls: 1.8039, loss: 1.8039, grad_norm: 2.6015 2020-08-19 06:23:04,341 - mmaction - INFO - Epoch [221][320/627] lr: 2.880e-02, eta: 8:34:14, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.5754, top5_acc: 0.7868, loss_cls: 1.8246, loss: 1.8246, grad_norm: 2.6274 2020-08-19 06:23:31,530 - mmaction - INFO - Epoch [221][340/627] lr: 2.880e-02, eta: 8:33:46, time: 1.358, data_time: 0.007, memory: 8470, top1_acc: 0.5686, top5_acc: 0.7820, loss_cls: 1.8408, loss: 1.8408, grad_norm: 2.5775 2020-08-19 06:23:57,304 - mmaction - INFO - Epoch [221][360/627] lr: 2.880e-02, eta: 8:33:18, time: 1.290, data_time: 0.005, memory: 8470, top1_acc: 0.5773, top5_acc: 0.7842, loss_cls: 1.8299, loss: 1.8299, grad_norm: 2.6230 2020-08-19 06:24:24,577 - mmaction - INFO - Epoch [221][380/627] lr: 2.880e-02, eta: 8:32:50, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7855, loss: 1.7855, grad_norm: 2.5890 2020-08-19 06:24:51,716 - mmaction - INFO - Epoch [221][400/627] lr: 2.880e-02, eta: 8:32:23, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.5779, top5_acc: 0.7868, loss_cls: 1.8204, loss: 1.8204, grad_norm: 2.6002 2020-08-19 06:25:18,846 - mmaction - INFO - Epoch [221][420/627] lr: 2.880e-02, eta: 8:31:55, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.5807, top5_acc: 0.7909, loss_cls: 1.8021, loss: 1.8021, grad_norm: 2.5968 2020-08-19 06:25:44,459 - mmaction - INFO - Epoch [221][440/627] lr: 2.880e-02, eta: 8:31:27, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.5766, top5_acc: 0.7900, loss_cls: 1.8107, loss: 1.8107, grad_norm: 2.5944 2020-08-19 06:26:10,193 - mmaction - INFO - Epoch [221][460/627] lr: 2.880e-02, eta: 8:30:59, time: 1.285, data_time: 0.006, memory: 8470, top1_acc: 0.5721, top5_acc: 0.7888, loss_cls: 1.8235, loss: 1.8235, grad_norm: 2.5797 2020-08-19 06:26:35,749 - mmaction - INFO - Epoch [221][480/627] lr: 2.880e-02, eta: 8:30:31, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.5814, top5_acc: 0.7947, loss_cls: 1.7817, loss: 1.7817, grad_norm: 2.5821 2020-08-19 06:27:02,317 - mmaction - INFO - Epoch [221][500/627] lr: 2.880e-02, eta: 8:30:03, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.5814, top5_acc: 0.7908, loss_cls: 1.8197, loss: 1.8197, grad_norm: 2.6813 2020-08-19 06:27:28,451 - mmaction - INFO - Epoch [221][520/627] lr: 2.880e-02, eta: 8:29:35, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.5708, top5_acc: 0.7867, loss_cls: 1.8446, loss: 1.8446, grad_norm: 2.6019 2020-08-19 06:27:56,051 - mmaction - INFO - Epoch [221][540/627] lr: 2.880e-02, eta: 8:29:07, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.5685, top5_acc: 0.7852, loss_cls: 1.8497, loss: 1.8497, grad_norm: 2.6534 2020-08-19 06:28:24,078 - mmaction - INFO - Epoch [221][560/627] lr: 2.880e-02, eta: 8:28:39, time: 1.404, data_time: 0.006, memory: 8470, top1_acc: 0.5716, top5_acc: 0.7777, loss_cls: 1.8519, loss: 1.8519, grad_norm: 2.6359 2020-08-19 06:28:49,706 - mmaction - INFO - Epoch [221][580/627] lr: 2.880e-02, eta: 8:28:11, time: 1.281, data_time: 0.002, memory: 8470, top1_acc: 0.5751, top5_acc: 0.7850, loss_cls: 1.8308, loss: 1.8308, grad_norm: 2.5888 2020-08-19 06:29:16,569 - mmaction - INFO - Epoch [221][600/627] lr: 2.880e-02, eta: 8:27:43, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.5759, top5_acc: 0.7871, loss_cls: 1.8306, loss: 1.8306, grad_norm: 2.5976 2020-08-19 06:29:42,742 - mmaction - INFO - Epoch [221][620/627] lr: 2.880e-02, eta: 8:27:15, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.5690, top5_acc: 0.7855, loss_cls: 1.8464, loss: 1.8464, grad_norm: 2.6575 2020-08-19 06:30:21,334 - mmaction - INFO - Epoch [222][20/627] lr: 2.725e-02, eta: 8:26:37, time: 1.543, data_time: 0.412, memory: 8470, top1_acc: 0.5878, top5_acc: 0.7973, loss_cls: 1.7673, loss: 1.7673, grad_norm: 2.5818 2020-08-19 06:30:48,329 - mmaction - INFO - Epoch [222][40/627] lr: 2.725e-02, eta: 8:26:09, time: 1.352, data_time: 0.006, memory: 8470, top1_acc: 0.5953, top5_acc: 0.8010, loss_cls: 1.7608, loss: 1.7608, grad_norm: 2.5989 2020-08-19 06:31:13,401 - mmaction - INFO - Epoch [222][60/627] lr: 2.725e-02, eta: 8:25:41, time: 1.252, data_time: 0.005, memory: 8470, top1_acc: 0.5816, top5_acc: 0.7895, loss_cls: 1.7718, loss: 1.7718, grad_norm: 2.6607 2020-08-19 06:31:39,189 - mmaction - INFO - Epoch [222][80/627] lr: 2.725e-02, eta: 8:25:13, time: 1.291, data_time: 0.005, memory: 8470, top1_acc: 0.5715, top5_acc: 0.7837, loss_cls: 1.8483, loss: 1.8483, grad_norm: 2.6802 2020-08-19 06:32:05,857 - mmaction - INFO - Epoch [222][100/627] lr: 2.725e-02, eta: 8:24:45, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.5751, top5_acc: 0.7975, loss_cls: 1.8036, loss: 1.8036, grad_norm: 2.6248 2020-08-19 06:32:31,595 - mmaction - INFO - Epoch [222][120/627] lr: 2.725e-02, eta: 8:24:17, time: 1.288, data_time: 0.006, memory: 8470, top1_acc: 0.5857, top5_acc: 0.8010, loss_cls: 1.7635, loss: 1.7635, grad_norm: 2.5939 2020-08-19 06:32:57,007 - mmaction - INFO - Epoch [222][140/627] lr: 2.725e-02, eta: 8:23:49, time: 1.270, data_time: 0.006, memory: 8470, top1_acc: 0.5823, top5_acc: 0.7943, loss_cls: 1.7848, loss: 1.7848, grad_norm: 2.6206 2020-08-19 06:33:24,298 - mmaction - INFO - Epoch [222][160/627] lr: 2.725e-02, eta: 8:23:21, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.5874, top5_acc: 0.7992, loss_cls: 1.7544, loss: 1.7544, grad_norm: 2.6076 2020-08-19 06:33:51,185 - mmaction - INFO - Epoch [222][180/627] lr: 2.725e-02, eta: 8:22:53, time: 1.346, data_time: 0.008, memory: 8470, top1_acc: 0.5826, top5_acc: 0.7941, loss_cls: 1.7979, loss: 1.7979, grad_norm: 2.6368 2020-08-19 06:34:18,870 - mmaction - INFO - Epoch [222][200/627] lr: 2.725e-02, eta: 8:22:26, time: 1.386, data_time: 0.007, memory: 8470, top1_acc: 0.5785, top5_acc: 0.7910, loss_cls: 1.7976, loss: 1.7976, grad_norm: 2.6464 2020-08-19 06:34:44,112 - mmaction - INFO - Epoch [222][220/627] lr: 2.725e-02, eta: 8:21:57, time: 1.262, data_time: 0.002, memory: 8470, top1_acc: 0.5861, top5_acc: 0.7889, loss_cls: 1.8048, loss: 1.8048, grad_norm: 2.6155 2020-08-19 06:35:11,025 - mmaction - INFO - Epoch [222][240/627] lr: 2.725e-02, eta: 8:21:30, time: 1.346, data_time: 0.005, memory: 8470, top1_acc: 0.5863, top5_acc: 0.7893, loss_cls: 1.7935, loss: 1.7935, grad_norm: 2.6272 2020-08-19 06:35:37,738 - mmaction - INFO - Epoch [222][260/627] lr: 2.725e-02, eta: 8:21:02, time: 1.336, data_time: 0.002, memory: 8470, top1_acc: 0.5799, top5_acc: 0.7898, loss_cls: 1.8239, loss: 1.8239, grad_norm: 2.6688 2020-08-19 06:36:05,644 - mmaction - INFO - Epoch [222][280/627] lr: 2.725e-02, eta: 8:20:34, time: 1.395, data_time: 0.002, memory: 8470, top1_acc: 0.5832, top5_acc: 0.7988, loss_cls: 1.7668, loss: 1.7668, grad_norm: 2.5964 2020-08-19 06:36:31,851 - mmaction - INFO - Epoch [222][300/627] lr: 2.725e-02, eta: 8:20:06, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.5836, top5_acc: 0.7974, loss_cls: 1.7813, loss: 1.7813, grad_norm: 2.5984 2020-08-19 06:36:59,041 - mmaction - INFO - Epoch [222][320/627] lr: 2.725e-02, eta: 8:19:38, time: 1.357, data_time: 0.008, memory: 8470, top1_acc: 0.5810, top5_acc: 0.7961, loss_cls: 1.7869, loss: 1.7869, grad_norm: 2.6433 2020-08-19 06:37:25,210 - mmaction - INFO - Epoch [222][340/627] lr: 2.725e-02, eta: 8:19:10, time: 1.312, data_time: 0.008, memory: 8470, top1_acc: 0.5905, top5_acc: 0.7977, loss_cls: 1.7666, loss: 1.7666, grad_norm: 2.5982 2020-08-19 06:37:51,304 - mmaction - INFO - Epoch [222][360/627] lr: 2.725e-02, eta: 8:18:42, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.5816, top5_acc: 0.7871, loss_cls: 1.8147, loss: 1.8147, grad_norm: 2.6028 2020-08-19 06:38:17,820 - mmaction - INFO - Epoch [222][380/627] lr: 2.725e-02, eta: 8:18:14, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.5880, top5_acc: 0.7941, loss_cls: 1.7882, loss: 1.7882, grad_norm: 2.6458 2020-08-19 06:38:43,479 - mmaction - INFO - Epoch [222][400/627] lr: 2.725e-02, eta: 8:17:46, time: 1.283, data_time: 0.002, memory: 8470, top1_acc: 0.5781, top5_acc: 0.7857, loss_cls: 1.8099, loss: 1.8099, grad_norm: 2.6987 2020-08-19 06:39:11,547 - mmaction - INFO - Epoch [222][420/627] lr: 2.725e-02, eta: 8:17:19, time: 1.402, data_time: 0.005, memory: 8470, top1_acc: 0.5743, top5_acc: 0.7857, loss_cls: 1.8340, loss: 1.8340, grad_norm: 2.6538 2020-08-19 06:39:37,641 - mmaction - INFO - Epoch [222][440/627] lr: 2.725e-02, eta: 8:16:51, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5852, top5_acc: 0.7895, loss_cls: 1.8066, loss: 1.8066, grad_norm: 2.6414 2020-08-19 06:40:04,873 - mmaction - INFO - Epoch [222][460/627] lr: 2.725e-02, eta: 8:16:23, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.5815, top5_acc: 0.7948, loss_cls: 1.7937, loss: 1.7937, grad_norm: 2.5995 2020-08-19 06:40:30,426 - mmaction - INFO - Epoch [222][480/627] lr: 2.725e-02, eta: 8:15:55, time: 1.277, data_time: 0.005, memory: 8470, top1_acc: 0.5766, top5_acc: 0.7849, loss_cls: 1.8203, loss: 1.8203, grad_norm: 2.6110 2020-08-19 06:40:56,520 - mmaction - INFO - Epoch [222][500/627] lr: 2.725e-02, eta: 8:15:27, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.5846, top5_acc: 0.7918, loss_cls: 1.7944, loss: 1.7944, grad_norm: 2.6328 2020-08-19 06:41:24,454 - mmaction - INFO - Epoch [222][520/627] lr: 2.725e-02, eta: 8:14:59, time: 1.397, data_time: 0.008, memory: 8470, top1_acc: 0.5781, top5_acc: 0.7939, loss_cls: 1.7943, loss: 1.7943, grad_norm: 2.6574 2020-08-19 06:41:50,371 - mmaction - INFO - Epoch [222][540/627] lr: 2.725e-02, eta: 8:14:31, time: 1.296, data_time: 0.006, memory: 8470, top1_acc: 0.5788, top5_acc: 0.7964, loss_cls: 1.8052, loss: 1.8052, grad_norm: 2.6441 2020-08-19 06:42:15,549 - mmaction - INFO - Epoch [222][560/627] lr: 2.725e-02, eta: 8:14:03, time: 1.259, data_time: 0.008, memory: 8470, top1_acc: 0.5796, top5_acc: 0.7957, loss_cls: 1.7987, loss: 1.7987, grad_norm: 2.6635 2020-08-19 06:42:43,155 - mmaction - INFO - Epoch [222][580/627] lr: 2.725e-02, eta: 8:13:35, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.5905, top5_acc: 0.7996, loss_cls: 1.7718, loss: 1.7718, grad_norm: 2.6425 2020-08-19 06:43:11,362 - mmaction - INFO - Epoch [222][600/627] lr: 2.725e-02, eta: 8:13:08, time: 1.408, data_time: 0.006, memory: 8470, top1_acc: 0.5810, top5_acc: 0.7945, loss_cls: 1.8081, loss: 1.8081, grad_norm: 2.6940 2020-08-19 06:43:37,310 - mmaction - INFO - Epoch [222][620/627] lr: 2.725e-02, eta: 8:12:40, time: 1.300, data_time: 0.007, memory: 8470, top1_acc: 0.5734, top5_acc: 0.7842, loss_cls: 1.8317, loss: 1.8317, grad_norm: 2.6573 2020-08-19 06:44:17,567 - mmaction - INFO - Epoch [223][20/627] lr: 2.574e-02, eta: 8:12:01, time: 1.630, data_time: 0.396, memory: 8470, top1_acc: 0.5897, top5_acc: 0.8001, loss_cls: 1.7562, loss: 1.7562, grad_norm: 2.6529 2020-08-19 06:44:43,087 - mmaction - INFO - Epoch [223][40/627] lr: 2.574e-02, eta: 8:11:33, time: 1.278, data_time: 0.006, memory: 8470, top1_acc: 0.5997, top5_acc: 0.8000, loss_cls: 1.7481, loss: 1.7481, grad_norm: 2.5965 2020-08-19 06:45:08,595 - mmaction - INFO - Epoch [223][60/627] lr: 2.574e-02, eta: 8:11:05, time: 1.276, data_time: 0.006, memory: 8470, top1_acc: 0.5849, top5_acc: 0.7965, loss_cls: 1.7782, loss: 1.7782, grad_norm: 2.6832 2020-08-19 06:45:34,757 - mmaction - INFO - Epoch [223][80/627] lr: 2.574e-02, eta: 8:10:37, time: 1.308, data_time: 0.002, memory: 8470, top1_acc: 0.5885, top5_acc: 0.7992, loss_cls: 1.7686, loss: 1.7686, grad_norm: 2.6442 2020-08-19 06:46:01,251 - mmaction - INFO - Epoch [223][100/627] lr: 2.574e-02, eta: 8:10:09, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7787, loss: 1.7787, grad_norm: 2.6513 2020-08-19 06:46:28,210 - mmaction - INFO - Epoch [223][120/627] lr: 2.574e-02, eta: 8:09:42, time: 1.351, data_time: 0.007, memory: 8470, top1_acc: 0.5880, top5_acc: 0.8029, loss_cls: 1.7607, loss: 1.7607, grad_norm: 2.6678 2020-08-19 06:46:54,372 - mmaction - INFO - Epoch [223][140/627] lr: 2.574e-02, eta: 8:09:14, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.5874, top5_acc: 0.7951, loss_cls: 1.7538, loss: 1.7538, grad_norm: 2.6668 2020-08-19 06:47:23,260 - mmaction - INFO - Epoch [223][160/627] lr: 2.574e-02, eta: 8:08:46, time: 1.444, data_time: 0.007, memory: 8470, top1_acc: 0.5828, top5_acc: 0.7973, loss_cls: 1.7940, loss: 1.7940, grad_norm: 2.7088 2020-08-19 06:47:50,031 - mmaction - INFO - Epoch [223][180/627] lr: 2.574e-02, eta: 8:08:18, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.5836, top5_acc: 0.7936, loss_cls: 1.7876, loss: 1.7876, grad_norm: 2.6732 2020-08-19 06:48:16,293 - mmaction - INFO - Epoch [223][200/627] lr: 2.574e-02, eta: 8:07:50, time: 1.314, data_time: 0.003, memory: 8470, top1_acc: 0.5904, top5_acc: 0.7983, loss_cls: 1.7355, loss: 1.7355, grad_norm: 2.6347 2020-08-19 06:48:42,318 - mmaction - INFO - Epoch [223][220/627] lr: 2.574e-02, eta: 8:07:22, time: 1.301, data_time: 0.003, memory: 8470, top1_acc: 0.5831, top5_acc: 0.7897, loss_cls: 1.7902, loss: 1.7902, grad_norm: 2.6710 2020-08-19 06:49:08,432 - mmaction - INFO - Epoch [223][240/627] lr: 2.574e-02, eta: 8:06:54, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.5781, top5_acc: 0.7927, loss_cls: 1.7984, loss: 1.7984, grad_norm: 2.6852 2020-08-19 06:49:34,587 - mmaction - INFO - Epoch [223][260/627] lr: 2.574e-02, eta: 8:06:26, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.5867, top5_acc: 0.7944, loss_cls: 1.7717, loss: 1.7717, grad_norm: 2.6531 2020-08-19 06:50:01,038 - mmaction - INFO - Epoch [223][280/627] lr: 2.574e-02, eta: 8:05:58, time: 1.322, data_time: 0.007, memory: 8470, top1_acc: 0.5883, top5_acc: 0.8005, loss_cls: 1.7671, loss: 1.7671, grad_norm: 2.6509 2020-08-19 06:50:28,445 - mmaction - INFO - Epoch [223][300/627] lr: 2.574e-02, eta: 8:05:31, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.5893, top5_acc: 0.8047, loss_cls: 1.7474, loss: 1.7474, grad_norm: 2.6809 2020-08-19 06:50:55,357 - mmaction - INFO - Epoch [223][320/627] lr: 2.574e-02, eta: 8:05:03, time: 1.347, data_time: 0.007, memory: 8470, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7654, loss: 1.7654, grad_norm: 2.6316 2020-08-19 06:51:21,773 - mmaction - INFO - Epoch [223][340/627] lr: 2.574e-02, eta: 8:04:35, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.5850, top5_acc: 0.7922, loss_cls: 1.7973, loss: 1.7973, grad_norm: 2.6800 2020-08-19 06:51:47,234 - mmaction - INFO - Epoch [223][360/627] lr: 2.574e-02, eta: 8:04:07, time: 1.272, data_time: 0.005, memory: 8470, top1_acc: 0.5824, top5_acc: 0.7958, loss_cls: 1.8012, loss: 1.8012, grad_norm: 2.7092 2020-08-19 06:52:13,592 - mmaction - INFO - Epoch [223][380/627] lr: 2.574e-02, eta: 8:03:39, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.5790, top5_acc: 0.7957, loss_cls: 1.7887, loss: 1.7887, grad_norm: 2.6718 2020-08-19 06:52:41,783 - mmaction - INFO - Epoch [223][400/627] lr: 2.574e-02, eta: 8:03:11, time: 1.410, data_time: 0.004, memory: 8470, top1_acc: 0.5883, top5_acc: 0.7923, loss_cls: 1.7761, loss: 1.7761, grad_norm: 2.6407 2020-08-19 06:53:07,945 - mmaction - INFO - Epoch [223][420/627] lr: 2.574e-02, eta: 8:02:43, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.5898, top5_acc: 0.7973, loss_cls: 1.7618, loss: 1.7618, grad_norm: 2.6592 2020-08-19 06:53:34,448 - mmaction - INFO - Epoch [223][440/627] lr: 2.574e-02, eta: 8:02:15, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.5823, top5_acc: 0.7858, loss_cls: 1.8198, loss: 1.8198, grad_norm: 2.6948 2020-08-19 06:54:01,345 - mmaction - INFO - Epoch [223][460/627] lr: 2.574e-02, eta: 8:01:48, time: 1.343, data_time: 0.004, memory: 8470, top1_acc: 0.5961, top5_acc: 0.7990, loss_cls: 1.7318, loss: 1.7318, grad_norm: 2.6180 2020-08-19 06:54:27,874 - mmaction - INFO - Epoch [223][480/627] lr: 2.574e-02, eta: 8:01:20, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.5741, top5_acc: 0.7870, loss_cls: 1.8133, loss: 1.8133, grad_norm: 2.7029 2020-08-19 06:54:54,931 - mmaction - INFO - Epoch [223][500/627] lr: 2.574e-02, eta: 8:00:52, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.5845, top5_acc: 0.7984, loss_cls: 1.7705, loss: 1.7705, grad_norm: 2.6626 2020-08-19 06:55:22,946 - mmaction - INFO - Epoch [223][520/627] lr: 2.574e-02, eta: 8:00:24, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.5827, top5_acc: 0.7928, loss_cls: 1.8071, loss: 1.8071, grad_norm: 2.7360 2020-08-19 06:55:47,737 - mmaction - INFO - Epoch [223][540/627] lr: 2.574e-02, eta: 7:59:56, time: 1.240, data_time: 0.008, memory: 8470, top1_acc: 0.5755, top5_acc: 0.7897, loss_cls: 1.8268, loss: 1.8268, grad_norm: 2.7639 2020-08-19 06:56:13,575 - mmaction - INFO - Epoch [223][560/627] lr: 2.574e-02, eta: 7:59:28, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.5836, top5_acc: 0.7902, loss_cls: 1.7995, loss: 1.7995, grad_norm: 2.6767 2020-08-19 06:56:41,223 - mmaction - INFO - Epoch [223][580/627] lr: 2.574e-02, eta: 7:59:00, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.5797, top5_acc: 0.7926, loss_cls: 1.8140, loss: 1.8140, grad_norm: 2.6773 2020-08-19 06:57:07,399 - mmaction - INFO - Epoch [223][600/627] lr: 2.574e-02, eta: 7:58:32, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.5820, top5_acc: 0.7897, loss_cls: 1.8008, loss: 1.8008, grad_norm: 2.6586 2020-08-19 06:57:34,230 - mmaction - INFO - Epoch [223][620/627] lr: 2.574e-02, eta: 7:58:05, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.5794, top5_acc: 0.7936, loss_cls: 1.8003, loss: 1.8003, grad_norm: 2.7166 2020-08-19 06:58:15,412 - mmaction - INFO - Epoch [224][20/627] lr: 2.427e-02, eta: 7:57:26, time: 1.612, data_time: 0.388, memory: 8470, top1_acc: 0.5895, top5_acc: 0.8000, loss_cls: 1.7667, loss: 1.7667, grad_norm: 2.6580 2020-08-19 06:58:41,039 - mmaction - INFO - Epoch [224][40/627] lr: 2.427e-02, eta: 7:56:58, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.5935, top5_acc: 0.7979, loss_cls: 1.7390, loss: 1.7390, grad_norm: 2.6346 2020-08-19 06:59:08,325 - mmaction - INFO - Epoch [224][60/627] lr: 2.427e-02, eta: 7:56:31, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.5892, top5_acc: 0.7962, loss_cls: 1.7546, loss: 1.7546, grad_norm: 2.6590 2020-08-19 06:59:35,904 - mmaction - INFO - Epoch [224][80/627] lr: 2.427e-02, eta: 7:56:03, time: 1.380, data_time: 0.006, memory: 8470, top1_acc: 0.5895, top5_acc: 0.7941, loss_cls: 1.7719, loss: 1.7719, grad_norm: 2.6957 2020-08-19 07:00:05,387 - mmaction - INFO - Epoch [224][100/627] lr: 2.427e-02, eta: 7:55:35, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.5861, top5_acc: 0.7979, loss_cls: 1.7569, loss: 1.7569, grad_norm: 2.7165 2020-08-19 07:00:32,883 - mmaction - INFO - Epoch [224][120/627] lr: 2.427e-02, eta: 7:55:08, time: 1.535, data_time: 0.176, memory: 8470, top1_acc: 0.5875, top5_acc: 0.7962, loss_cls: 1.7601, loss: 1.7601, grad_norm: 2.7052 2020-08-19 07:00:59,478 - mmaction - INFO - Epoch [224][140/627] lr: 2.427e-02, eta: 7:54:40, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.5932, top5_acc: 0.7978, loss_cls: 1.7492, loss: 1.7492, grad_norm: 2.6929 2020-08-19 07:01:25,637 - mmaction - INFO - Epoch [224][160/627] lr: 2.427e-02, eta: 7:54:12, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.5854, top5_acc: 0.7927, loss_cls: 1.7808, loss: 1.7808, grad_norm: 2.6819 2020-08-19 07:01:52,039 - mmaction - INFO - Epoch [224][180/627] lr: 2.427e-02, eta: 7:53:44, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.5822, top5_acc: 0.7951, loss_cls: 1.7698, loss: 1.7698, grad_norm: 2.7259 2020-08-19 07:02:18,191 - mmaction - INFO - Epoch [224][200/627] lr: 2.427e-02, eta: 7:53:16, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.5818, top5_acc: 0.7952, loss_cls: 1.7786, loss: 1.7786, grad_norm: 2.6977 2020-08-19 07:02:45,263 - mmaction - INFO - Epoch [224][220/627] lr: 2.427e-02, eta: 7:52:48, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.5832, top5_acc: 0.7926, loss_cls: 1.7894, loss: 1.7894, grad_norm: 2.6811 2020-08-19 07:03:13,769 - mmaction - INFO - Epoch [224][240/627] lr: 2.427e-02, eta: 7:52:21, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.5888, top5_acc: 0.7931, loss_cls: 1.7641, loss: 1.7641, grad_norm: 2.6867 2020-08-19 07:03:39,375 - mmaction - INFO - Epoch [224][260/627] lr: 2.427e-02, eta: 7:51:53, time: 1.278, data_time: 0.005, memory: 8470, top1_acc: 0.5880, top5_acc: 0.7993, loss_cls: 1.7587, loss: 1.7587, grad_norm: 2.6811 2020-08-19 07:04:06,531 - mmaction - INFO - Epoch [224][280/627] lr: 2.427e-02, eta: 7:51:25, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.5992, top5_acc: 0.8022, loss_cls: 1.7213, loss: 1.7213, grad_norm: 2.6680 2020-08-19 07:04:34,656 - mmaction - INFO - Epoch [224][300/627] lr: 2.427e-02, eta: 7:50:57, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.5895, top5_acc: 0.7947, loss_cls: 1.7644, loss: 1.7644, grad_norm: 2.6804 2020-08-19 07:04:59,784 - mmaction - INFO - Epoch [224][320/627] lr: 2.427e-02, eta: 7:50:29, time: 1.259, data_time: 0.006, memory: 8470, top1_acc: 0.5803, top5_acc: 0.7921, loss_cls: 1.7887, loss: 1.7887, grad_norm: 2.7275 2020-08-19 07:05:26,530 - mmaction - INFO - Epoch [224][340/627] lr: 2.427e-02, eta: 7:50:01, time: 1.334, data_time: 0.004, memory: 8470, top1_acc: 0.5969, top5_acc: 0.8098, loss_cls: 1.7115, loss: 1.7115, grad_norm: 2.6732 2020-08-19 07:05:52,364 - mmaction - INFO - Epoch [224][360/627] lr: 2.427e-02, eta: 7:49:33, time: 1.295, data_time: 0.006, memory: 8470, top1_acc: 0.5844, top5_acc: 0.7958, loss_cls: 1.7704, loss: 1.7704, grad_norm: 2.6809 2020-08-19 07:06:19,363 - mmaction - INFO - Epoch [224][380/627] lr: 2.427e-02, eta: 7:49:05, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.5953, top5_acc: 0.8046, loss_cls: 1.7296, loss: 1.7296, grad_norm: 2.7003 2020-08-19 07:06:45,792 - mmaction - INFO - Epoch [224][400/627] lr: 2.427e-02, eta: 7:48:37, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.5798, top5_acc: 0.8027, loss_cls: 1.7788, loss: 1.7788, grad_norm: 2.7661 2020-08-19 07:07:12,604 - mmaction - INFO - Epoch [224][420/627] lr: 2.427e-02, eta: 7:48:10, time: 1.338, data_time: 0.006, memory: 8470, top1_acc: 0.5828, top5_acc: 0.8014, loss_cls: 1.7541, loss: 1.7541, grad_norm: 2.6803 2020-08-19 07:07:40,206 - mmaction - INFO - Epoch [224][440/627] lr: 2.427e-02, eta: 7:47:42, time: 1.383, data_time: 0.007, memory: 8470, top1_acc: 0.5956, top5_acc: 0.8027, loss_cls: 1.7415, loss: 1.7415, grad_norm: 2.7002 2020-08-19 07:08:07,892 - mmaction - INFO - Epoch [224][460/627] lr: 2.427e-02, eta: 7:47:14, time: 1.382, data_time: 0.005, memory: 8470, top1_acc: 0.5926, top5_acc: 0.7977, loss_cls: 1.7409, loss: 1.7409, grad_norm: 2.6922 2020-08-19 07:08:33,437 - mmaction - INFO - Epoch [224][480/627] lr: 2.427e-02, eta: 7:46:46, time: 1.277, data_time: 0.006, memory: 8470, top1_acc: 0.5900, top5_acc: 0.7979, loss_cls: 1.7596, loss: 1.7596, grad_norm: 2.7463 2020-08-19 07:09:00,479 - mmaction - INFO - Epoch [224][500/627] lr: 2.427e-02, eta: 7:46:18, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.5862, top5_acc: 0.7987, loss_cls: 1.7636, loss: 1.7636, grad_norm: 2.7283 2020-08-19 07:09:27,949 - mmaction - INFO - Epoch [224][520/627] lr: 2.427e-02, eta: 7:45:51, time: 1.371, data_time: 0.004, memory: 8470, top1_acc: 0.5829, top5_acc: 0.7934, loss_cls: 1.8053, loss: 1.8053, grad_norm: 2.7196 2020-08-19 07:09:55,703 - mmaction - INFO - Epoch [224][540/627] lr: 2.427e-02, eta: 7:45:23, time: 1.390, data_time: 0.005, memory: 8470, top1_acc: 0.5824, top5_acc: 0.7938, loss_cls: 1.7916, loss: 1.7916, grad_norm: 2.7536 2020-08-19 07:10:21,690 - mmaction - INFO - Epoch [224][560/627] lr: 2.427e-02, eta: 7:44:55, time: 1.298, data_time: 0.005, memory: 8470, top1_acc: 0.5803, top5_acc: 0.7918, loss_cls: 1.7980, loss: 1.7980, grad_norm: 2.7030 2020-08-19 07:10:49,171 - mmaction - INFO - Epoch [224][580/627] lr: 2.427e-02, eta: 7:44:27, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.5904, top5_acc: 0.8036, loss_cls: 1.7480, loss: 1.7480, grad_norm: 2.7086 2020-08-19 07:11:15,485 - mmaction - INFO - Epoch [224][600/627] lr: 2.427e-02, eta: 7:43:59, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.5809, top5_acc: 0.7923, loss_cls: 1.7856, loss: 1.7856, grad_norm: 2.7444 2020-08-19 07:11:41,354 - mmaction - INFO - Epoch [224][620/627] lr: 2.427e-02, eta: 7:43:31, time: 1.294, data_time: 0.004, memory: 8470, top1_acc: 0.5918, top5_acc: 0.7987, loss_cls: 1.7789, loss: 1.7789, grad_norm: 2.7227 2020-08-19 07:11:50,806 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-08-19 07:12:23,914 - mmaction - INFO - Epoch [225][20/627] lr: 2.284e-02, eta: 7:42:53, time: 1.569, data_time: 0.447, memory: 8470, top1_acc: 0.5917, top5_acc: 0.8004, loss_cls: 1.7429, loss: 1.7429, grad_norm: 2.7395 2020-08-19 07:12:48,799 - mmaction - INFO - Epoch [225][40/627] lr: 2.284e-02, eta: 7:42:25, time: 1.245, data_time: 0.007, memory: 8470, top1_acc: 0.6003, top5_acc: 0.7988, loss_cls: 1.7307, loss: 1.7307, grad_norm: 2.6977 2020-08-19 07:13:15,737 - mmaction - INFO - Epoch [225][60/627] lr: 2.284e-02, eta: 7:41:57, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.5969, top5_acc: 0.8000, loss_cls: 1.7424, loss: 1.7424, grad_norm: 2.7063 2020-08-19 07:13:40,965 - mmaction - INFO - Epoch [225][80/627] lr: 2.284e-02, eta: 7:41:29, time: 1.261, data_time: 0.007, memory: 8470, top1_acc: 0.5846, top5_acc: 0.7949, loss_cls: 1.7719, loss: 1.7719, grad_norm: 2.7447 2020-08-19 07:14:06,409 - mmaction - INFO - Epoch [225][100/627] lr: 2.284e-02, eta: 7:41:01, time: 1.275, data_time: 0.006, memory: 8470, top1_acc: 0.5935, top5_acc: 0.7988, loss_cls: 1.7451, loss: 1.7451, grad_norm: 2.7355 2020-08-19 07:14:34,355 - mmaction - INFO - Epoch [225][120/627] lr: 2.284e-02, eta: 7:40:33, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.6004, top5_acc: 0.8074, loss_cls: 1.7127, loss: 1.7127, grad_norm: 2.7155 2020-08-19 07:14:59,932 - mmaction - INFO - Epoch [225][140/627] lr: 2.284e-02, eta: 7:40:05, time: 1.281, data_time: 0.006, memory: 8470, top1_acc: 0.5988, top5_acc: 0.8042, loss_cls: 1.7075, loss: 1.7075, grad_norm: 2.6410 2020-08-19 07:15:28,902 - mmaction - INFO - Epoch [225][160/627] lr: 2.284e-02, eta: 7:39:38, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.5915, top5_acc: 0.8027, loss_cls: 1.7626, loss: 1.7626, grad_norm: 2.7228 2020-08-19 07:15:56,951 - mmaction - INFO - Epoch [225][180/627] lr: 2.284e-02, eta: 7:39:10, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.5941, top5_acc: 0.8029, loss_cls: 1.7403, loss: 1.7403, grad_norm: 2.7126 2020-08-19 07:16:24,846 - mmaction - INFO - Epoch [225][200/627] lr: 2.284e-02, eta: 7:38:42, time: 1.394, data_time: 0.007, memory: 8470, top1_acc: 0.5952, top5_acc: 0.8059, loss_cls: 1.7227, loss: 1.7227, grad_norm: 2.7230 2020-08-19 07:16:49,872 - mmaction - INFO - Epoch [225][220/627] lr: 2.284e-02, eta: 7:38:14, time: 1.253, data_time: 0.006, memory: 8470, top1_acc: 0.6004, top5_acc: 0.8044, loss_cls: 1.7090, loss: 1.7090, grad_norm: 2.7417 2020-08-19 07:17:15,648 - mmaction - INFO - Epoch [225][240/627] lr: 2.284e-02, eta: 7:37:46, time: 1.286, data_time: 0.006, memory: 8470, top1_acc: 0.6014, top5_acc: 0.8031, loss_cls: 1.7284, loss: 1.7284, grad_norm: 2.7464 2020-08-19 07:17:41,797 - mmaction - INFO - Epoch [225][260/627] lr: 2.284e-02, eta: 7:37:18, time: 1.311, data_time: 0.007, memory: 8470, top1_acc: 0.5914, top5_acc: 0.7949, loss_cls: 1.7499, loss: 1.7499, grad_norm: 2.7443 2020-08-19 07:18:08,104 - mmaction - INFO - Epoch [225][280/627] lr: 2.284e-02, eta: 7:36:50, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.5839, top5_acc: 0.7954, loss_cls: 1.7594, loss: 1.7594, grad_norm: 2.7722 2020-08-19 07:18:34,719 - mmaction - INFO - Epoch [225][300/627] lr: 2.284e-02, eta: 7:36:23, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.6030, top5_acc: 0.8021, loss_cls: 1.7218, loss: 1.7218, grad_norm: 2.6725 2020-08-19 07:19:03,589 - mmaction - INFO - Epoch [225][320/627] lr: 2.284e-02, eta: 7:35:55, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.5978, top5_acc: 0.8036, loss_cls: 1.7043, loss: 1.7043, grad_norm: 2.7290 2020-08-19 07:19:28,678 - mmaction - INFO - Epoch [225][340/627] lr: 2.284e-02, eta: 7:35:27, time: 1.259, data_time: 0.007, memory: 8470, top1_acc: 0.5923, top5_acc: 0.8018, loss_cls: 1.7327, loss: 1.7327, grad_norm: 2.7546 2020-08-19 07:19:55,089 - mmaction - INFO - Epoch [225][360/627] lr: 2.284e-02, eta: 7:34:59, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.5923, top5_acc: 0.8017, loss_cls: 1.7527, loss: 1.7527, grad_norm: 2.7420 2020-08-19 07:20:23,950 - mmaction - INFO - Epoch [225][380/627] lr: 2.284e-02, eta: 7:34:32, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.5875, top5_acc: 0.7996, loss_cls: 1.7521, loss: 1.7521, grad_norm: 2.7325 2020-08-19 07:20:49,203 - mmaction - INFO - Epoch [225][400/627] lr: 2.284e-02, eta: 7:34:03, time: 1.263, data_time: 0.007, memory: 8470, top1_acc: 0.5940, top5_acc: 0.7993, loss_cls: 1.7254, loss: 1.7254, grad_norm: 2.7685 2020-08-19 07:21:15,886 - mmaction - INFO - Epoch [225][420/627] lr: 2.284e-02, eta: 7:33:36, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.5945, top5_acc: 0.7948, loss_cls: 1.7583, loss: 1.7583, grad_norm: 2.7320 2020-08-19 07:21:42,271 - mmaction - INFO - Epoch [225][440/627] lr: 2.284e-02, eta: 7:33:08, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.5951, top5_acc: 0.8020, loss_cls: 1.7509, loss: 1.7509, grad_norm: 2.7293 2020-08-19 07:22:08,608 - mmaction - INFO - Epoch [225][460/627] lr: 2.284e-02, eta: 7:32:40, time: 1.317, data_time: 0.003, memory: 8470, top1_acc: 0.5910, top5_acc: 0.8010, loss_cls: 1.7301, loss: 1.7301, grad_norm: 2.7730 2020-08-19 07:22:36,269 - mmaction - INFO - Epoch [225][480/627] lr: 2.284e-02, eta: 7:32:12, time: 1.381, data_time: 0.004, memory: 8470, top1_acc: 0.5941, top5_acc: 0.8016, loss_cls: 1.7241, loss: 1.7241, grad_norm: 2.6784 2020-08-19 07:23:03,191 - mmaction - INFO - Epoch [225][500/627] lr: 2.284e-02, eta: 7:31:44, time: 1.348, data_time: 0.005, memory: 8470, top1_acc: 0.5906, top5_acc: 0.8026, loss_cls: 1.7356, loss: 1.7356, grad_norm: 2.7094 2020-08-19 07:23:29,132 - mmaction - INFO - Epoch [225][520/627] lr: 2.284e-02, eta: 7:31:16, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.5915, top5_acc: 0.8026, loss_cls: 1.7277, loss: 1.7277, grad_norm: 2.7555 2020-08-19 07:23:55,287 - mmaction - INFO - Epoch [225][540/627] lr: 2.284e-02, eta: 7:30:48, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.5836, top5_acc: 0.7971, loss_cls: 1.7775, loss: 1.7775, grad_norm: 2.8061 2020-08-19 07:24:21,680 - mmaction - INFO - Epoch [225][560/627] lr: 2.284e-02, eta: 7:30:20, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.5937, top5_acc: 0.7974, loss_cls: 1.7377, loss: 1.7377, grad_norm: 2.7536 2020-08-19 07:24:49,178 - mmaction - INFO - Epoch [225][580/627] lr: 2.284e-02, eta: 7:29:53, time: 1.374, data_time: 0.007, memory: 8470, top1_acc: 0.5868, top5_acc: 0.7958, loss_cls: 1.7760, loss: 1.7760, grad_norm: 2.7529 2020-08-19 07:25:14,960 - mmaction - INFO - Epoch [225][600/627] lr: 2.284e-02, eta: 7:29:25, time: 1.289, data_time: 0.006, memory: 8470, top1_acc: 0.5895, top5_acc: 0.7961, loss_cls: 1.7659, loss: 1.7659, grad_norm: 2.7988 2020-08-19 07:25:42,027 - mmaction - INFO - Epoch [225][620/627] lr: 2.284e-02, eta: 7:28:57, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.5958, top5_acc: 0.8004, loss_cls: 1.7285, loss: 1.7285, grad_norm: 2.7535 2020-08-19 07:26:20,911 - mmaction - INFO - Epoch [226][20/627] lr: 2.145e-02, eta: 7:28:19, time: 1.545, data_time: 0.404, memory: 8470, top1_acc: 0.5951, top5_acc: 0.8026, loss_cls: 1.7348, loss: 1.7348, grad_norm: 2.7294 2020-08-19 07:26:46,834 - mmaction - INFO - Epoch [226][40/627] lr: 2.145e-02, eta: 7:27:51, time: 1.298, data_time: 0.006, memory: 8470, top1_acc: 0.5978, top5_acc: 0.8026, loss_cls: 1.7197, loss: 1.7197, grad_norm: 2.7653 2020-08-19 07:27:13,303 - mmaction - INFO - Epoch [226][60/627] lr: 2.145e-02, eta: 7:27:23, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.5951, top5_acc: 0.8099, loss_cls: 1.7067, loss: 1.7067, grad_norm: 2.7713 2020-08-19 07:27:39,337 - mmaction - INFO - Epoch [226][80/627] lr: 2.145e-02, eta: 7:26:55, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.6017, top5_acc: 0.8052, loss_cls: 1.7135, loss: 1.7135, grad_norm: 2.7496 2020-08-19 07:28:07,308 - mmaction - INFO - Epoch [226][100/627] lr: 2.145e-02, eta: 7:26:27, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.6021, top5_acc: 0.8025, loss_cls: 1.7130, loss: 1.7130, grad_norm: 2.7162 2020-08-19 07:28:32,994 - mmaction - INFO - Epoch [226][120/627] lr: 2.145e-02, eta: 7:25:59, time: 1.282, data_time: 0.005, memory: 8470, top1_acc: 0.6018, top5_acc: 0.8069, loss_cls: 1.6793, loss: 1.6793, grad_norm: 2.7291 2020-08-19 07:28:59,905 - mmaction - INFO - Epoch [226][140/627] lr: 2.145e-02, eta: 7:25:31, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.6033, top5_acc: 0.8091, loss_cls: 1.6831, loss: 1.6831, grad_norm: 2.7448 2020-08-19 07:29:27,095 - mmaction - INFO - Epoch [226][160/627] lr: 2.145e-02, eta: 7:25:04, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.6016, top5_acc: 0.8065, loss_cls: 1.7124, loss: 1.7124, grad_norm: 2.7818 2020-08-19 07:29:53,417 - mmaction - INFO - Epoch [226][180/627] lr: 2.145e-02, eta: 7:24:36, time: 1.314, data_time: 0.006, memory: 8470, top1_acc: 0.5917, top5_acc: 0.8026, loss_cls: 1.7585, loss: 1.7585, grad_norm: 2.7943 2020-08-19 07:30:21,183 - mmaction - INFO - Epoch [226][200/627] lr: 2.145e-02, eta: 7:24:08, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.6042, top5_acc: 0.8151, loss_cls: 1.6708, loss: 1.6708, grad_norm: 2.7073 2020-08-19 07:30:48,121 - mmaction - INFO - Epoch [226][220/627] lr: 2.145e-02, eta: 7:23:40, time: 1.348, data_time: 0.008, memory: 8470, top1_acc: 0.5945, top5_acc: 0.8035, loss_cls: 1.7198, loss: 1.7198, grad_norm: 2.7769 2020-08-19 07:31:13,975 - mmaction - INFO - Epoch [226][240/627] lr: 2.145e-02, eta: 7:23:12, time: 1.294, data_time: 0.005, memory: 8470, top1_acc: 0.5940, top5_acc: 0.8034, loss_cls: 1.7203, loss: 1.7203, grad_norm: 2.7616 2020-08-19 07:31:40,540 - mmaction - INFO - Epoch [226][260/627] lr: 2.145e-02, eta: 7:22:44, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.5872, top5_acc: 0.7986, loss_cls: 1.7524, loss: 1.7524, grad_norm: 2.7942 2020-08-19 07:32:07,873 - mmaction - INFO - Epoch [226][280/627] lr: 2.145e-02, eta: 7:22:17, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.6062, top5_acc: 0.8065, loss_cls: 1.6969, loss: 1.6969, grad_norm: 2.7598 2020-08-19 07:32:33,922 - mmaction - INFO - Epoch [226][300/627] lr: 2.145e-02, eta: 7:21:49, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.5871, top5_acc: 0.7991, loss_cls: 1.7461, loss: 1.7461, grad_norm: 2.7637 2020-08-19 07:32:59,328 - mmaction - INFO - Epoch [226][320/627] lr: 2.145e-02, eta: 7:21:21, time: 1.271, data_time: 0.005, memory: 8470, top1_acc: 0.5924, top5_acc: 0.8098, loss_cls: 1.7028, loss: 1.7028, grad_norm: 2.7906 2020-08-19 07:33:25,643 - mmaction - INFO - Epoch [226][340/627] lr: 2.145e-02, eta: 7:20:53, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.5990, top5_acc: 0.7975, loss_cls: 1.7368, loss: 1.7368, grad_norm: 2.7754 2020-08-19 07:33:52,034 - mmaction - INFO - Epoch [226][360/627] lr: 2.145e-02, eta: 7:20:25, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.5837, top5_acc: 0.7910, loss_cls: 1.7818, loss: 1.7818, grad_norm: 2.7627 2020-08-19 07:34:19,151 - mmaction - INFO - Epoch [226][380/627] lr: 2.145e-02, eta: 7:19:57, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.5977, top5_acc: 0.8072, loss_cls: 1.7061, loss: 1.7061, grad_norm: 2.7488 2020-08-19 07:34:46,375 - mmaction - INFO - Epoch [226][400/627] lr: 2.145e-02, eta: 7:19:29, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.5973, top5_acc: 0.8005, loss_cls: 1.7355, loss: 1.7355, grad_norm: 2.8336 2020-08-19 07:35:13,599 - mmaction - INFO - Epoch [226][420/627] lr: 2.145e-02, eta: 7:19:02, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.5995, top5_acc: 0.8043, loss_cls: 1.7134, loss: 1.7134, grad_norm: 2.8007 2020-08-19 07:35:41,191 - mmaction - INFO - Epoch [226][440/627] lr: 2.145e-02, eta: 7:18:34, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6972, loss: 1.6972, grad_norm: 2.7393 2020-08-19 07:36:06,029 - mmaction - INFO - Epoch [226][460/627] lr: 2.145e-02, eta: 7:18:06, time: 1.242, data_time: 0.007, memory: 8470, top1_acc: 0.5960, top5_acc: 0.8064, loss_cls: 1.7180, loss: 1.7180, grad_norm: 2.7368 2020-08-19 07:36:31,449 - mmaction - INFO - Epoch [226][480/627] lr: 2.145e-02, eta: 7:17:38, time: 1.271, data_time: 0.007, memory: 8470, top1_acc: 0.5956, top5_acc: 0.8012, loss_cls: 1.7396, loss: 1.7396, grad_norm: 2.7713 2020-08-19 07:36:57,946 - mmaction - INFO - Epoch [226][500/627] lr: 2.145e-02, eta: 7:17:10, time: 1.326, data_time: 0.005, memory: 8470, top1_acc: 0.5964, top5_acc: 0.7973, loss_cls: 1.7337, loss: 1.7337, grad_norm: 2.7764 2020-08-19 07:37:23,965 - mmaction - INFO - Epoch [226][520/627] lr: 2.145e-02, eta: 7:16:42, time: 1.299, data_time: 0.004, memory: 8470, top1_acc: 0.6030, top5_acc: 0.8036, loss_cls: 1.7010, loss: 1.7010, grad_norm: 2.7663 2020-08-19 07:37:50,364 - mmaction - INFO - Epoch [226][540/627] lr: 2.145e-02, eta: 7:16:14, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.5971, top5_acc: 0.8022, loss_cls: 1.7295, loss: 1.7295, grad_norm: 2.7450 2020-08-19 07:38:16,626 - mmaction - INFO - Epoch [226][560/627] lr: 2.145e-02, eta: 7:15:46, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.5949, top5_acc: 0.8021, loss_cls: 1.7494, loss: 1.7494, grad_norm: 2.8223 2020-08-19 07:38:44,752 - mmaction - INFO - Epoch [226][580/627] lr: 2.145e-02, eta: 7:15:19, time: 1.406, data_time: 0.003, memory: 8470, top1_acc: 0.6005, top5_acc: 0.8076, loss_cls: 1.7030, loss: 1.7030, grad_norm: 2.7698 2020-08-19 07:39:12,085 - mmaction - INFO - Epoch [226][600/627] lr: 2.145e-02, eta: 7:14:51, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.5962, top5_acc: 0.8068, loss_cls: 1.6965, loss: 1.6965, grad_norm: 2.7390 2020-08-19 07:39:38,610 - mmaction - INFO - Epoch [226][620/627] lr: 2.145e-02, eta: 7:14:23, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.5995, top5_acc: 0.8069, loss_cls: 1.6967, loss: 1.6967, grad_norm: 2.7715 2020-08-19 07:40:18,043 - mmaction - INFO - Epoch [227][20/627] lr: 2.010e-02, eta: 7:13:45, time: 1.572, data_time: 0.389, memory: 8470, top1_acc: 0.6094, top5_acc: 0.8128, loss_cls: 1.6757, loss: 1.6757, grad_norm: 2.7620 2020-08-19 07:40:43,271 - mmaction - INFO - Epoch [227][40/627] lr: 2.010e-02, eta: 7:13:17, time: 1.263, data_time: 0.005, memory: 8470, top1_acc: 0.5990, top5_acc: 0.8047, loss_cls: 1.7043, loss: 1.7043, grad_norm: 2.7931 2020-08-19 07:41:09,692 - mmaction - INFO - Epoch [227][60/627] lr: 2.010e-02, eta: 7:12:49, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.6051, top5_acc: 0.8053, loss_cls: 1.6985, loss: 1.6985, grad_norm: 2.7449 2020-08-19 07:41:36,935 - mmaction - INFO - Epoch [227][80/627] lr: 2.010e-02, eta: 7:12:21, time: 1.364, data_time: 0.005, memory: 8470, top1_acc: 0.5936, top5_acc: 0.8008, loss_cls: 1.7327, loss: 1.7327, grad_norm: 2.8595 2020-08-19 07:42:04,052 - mmaction - INFO - Epoch [227][100/627] lr: 2.010e-02, eta: 7:11:53, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8139, loss_cls: 1.6589, loss: 1.6589, grad_norm: 2.7639 2020-08-19 07:42:29,754 - mmaction - INFO - Epoch [227][120/627] lr: 2.010e-02, eta: 7:11:25, time: 1.284, data_time: 0.007, memory: 8470, top1_acc: 0.6022, top5_acc: 0.8033, loss_cls: 1.7184, loss: 1.7184, grad_norm: 2.7770 2020-08-19 07:42:56,556 - mmaction - INFO - Epoch [227][140/627] lr: 2.010e-02, eta: 7:10:58, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8090, loss_cls: 1.6666, loss: 1.6666, grad_norm: 2.7761 2020-08-19 07:43:23,658 - mmaction - INFO - Epoch [227][160/627] lr: 2.010e-02, eta: 7:10:30, time: 1.352, data_time: 0.007, memory: 8470, top1_acc: 0.6012, top5_acc: 0.8064, loss_cls: 1.6913, loss: 1.6913, grad_norm: 2.8037 2020-08-19 07:43:51,268 - mmaction - INFO - Epoch [227][180/627] lr: 2.010e-02, eta: 7:10:02, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.6027, top5_acc: 0.8046, loss_cls: 1.6961, loss: 1.6961, grad_norm: 2.8472 2020-08-19 07:44:17,117 - mmaction - INFO - Epoch [227][200/627] lr: 2.010e-02, eta: 7:09:34, time: 1.293, data_time: 0.007, memory: 8470, top1_acc: 0.6108, top5_acc: 0.8118, loss_cls: 1.6756, loss: 1.6756, grad_norm: 2.7608 2020-08-19 07:44:43,240 - mmaction - INFO - Epoch [227][220/627] lr: 2.010e-02, eta: 7:09:06, time: 1.304, data_time: 0.004, memory: 8470, top1_acc: 0.6073, top5_acc: 0.8105, loss_cls: 1.6902, loss: 1.6902, grad_norm: 2.8085 2020-08-19 07:45:12,789 - mmaction - INFO - Epoch [227][240/627] lr: 2.010e-02, eta: 7:08:39, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.6081, top5_acc: 0.8083, loss_cls: 1.6752, loss: 1.6752, grad_norm: 2.8101 2020-08-19 07:45:39,093 - mmaction - INFO - Epoch [227][260/627] lr: 2.010e-02, eta: 7:08:11, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.5983, top5_acc: 0.8087, loss_cls: 1.7080, loss: 1.7080, grad_norm: 2.8423 2020-08-19 07:46:05,900 - mmaction - INFO - Epoch [227][280/627] lr: 2.010e-02, eta: 7:07:43, time: 1.342, data_time: 0.004, memory: 8470, top1_acc: 0.6038, top5_acc: 0.8013, loss_cls: 1.7142, loss: 1.7142, grad_norm: 2.7938 2020-08-19 07:46:33,401 - mmaction - INFO - Epoch [227][300/627] lr: 2.010e-02, eta: 7:07:15, time: 1.374, data_time: 0.005, memory: 8470, top1_acc: 0.6021, top5_acc: 0.8059, loss_cls: 1.6926, loss: 1.6926, grad_norm: 2.7901 2020-08-19 07:47:00,247 - mmaction - INFO - Epoch [227][320/627] lr: 2.010e-02, eta: 7:06:48, time: 1.344, data_time: 0.005, memory: 8470, top1_acc: 0.5928, top5_acc: 0.7948, loss_cls: 1.7289, loss: 1.7289, grad_norm: 2.7881 2020-08-19 07:47:26,738 - mmaction - INFO - Epoch [227][340/627] lr: 2.010e-02, eta: 7:06:20, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.6036, top5_acc: 0.8061, loss_cls: 1.7073, loss: 1.7073, grad_norm: 2.8292 2020-08-19 07:47:53,583 - mmaction - INFO - Epoch [227][360/627] lr: 2.010e-02, eta: 7:05:52, time: 1.341, data_time: 0.005, memory: 8470, top1_acc: 0.6008, top5_acc: 0.8031, loss_cls: 1.6961, loss: 1.6961, grad_norm: 2.7739 2020-08-19 07:48:20,061 - mmaction - INFO - Epoch [227][380/627] lr: 2.010e-02, eta: 7:05:24, time: 1.325, data_time: 0.005, memory: 8470, top1_acc: 0.6057, top5_acc: 0.8126, loss_cls: 1.6713, loss: 1.6713, grad_norm: 2.8250 2020-08-19 07:48:47,216 - mmaction - INFO - Epoch [227][400/627] lr: 2.010e-02, eta: 7:04:56, time: 1.358, data_time: 0.003, memory: 8470, top1_acc: 0.6099, top5_acc: 0.8102, loss_cls: 1.6668, loss: 1.6668, grad_norm: 2.8057 2020-08-19 07:49:13,224 - mmaction - INFO - Epoch [227][420/627] lr: 2.010e-02, eta: 7:04:28, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.6014, top5_acc: 0.8030, loss_cls: 1.6979, loss: 1.6979, grad_norm: 2.8058 2020-08-19 07:49:39,499 - mmaction - INFO - Epoch [227][440/627] lr: 2.010e-02, eta: 7:04:01, time: 1.317, data_time: 0.007, memory: 8470, top1_acc: 0.6005, top5_acc: 0.8017, loss_cls: 1.7370, loss: 1.7370, grad_norm: 2.8568 2020-08-19 07:50:06,094 - mmaction - INFO - Epoch [227][460/627] lr: 2.010e-02, eta: 7:03:33, time: 1.330, data_time: 0.007, memory: 8470, top1_acc: 0.6038, top5_acc: 0.8096, loss_cls: 1.6804, loss: 1.6804, grad_norm: 2.8580 2020-08-19 07:50:33,185 - mmaction - INFO - Epoch [227][480/627] lr: 2.010e-02, eta: 7:03:05, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.5964, top5_acc: 0.7969, loss_cls: 1.7390, loss: 1.7390, grad_norm: 2.8381 2020-08-19 07:50:58,741 - mmaction - INFO - Epoch [227][500/627] lr: 2.010e-02, eta: 7:02:37, time: 1.278, data_time: 0.007, memory: 8470, top1_acc: 0.6061, top5_acc: 0.8113, loss_cls: 1.6717, loss: 1.6717, grad_norm: 2.8063 2020-08-19 07:51:25,775 - mmaction - INFO - Epoch [227][520/627] lr: 2.010e-02, eta: 7:02:09, time: 1.354, data_time: 0.005, memory: 8470, top1_acc: 0.6085, top5_acc: 0.8057, loss_cls: 1.6787, loss: 1.6787, grad_norm: 2.8110 2020-08-19 07:51:52,065 - mmaction - INFO - Epoch [227][540/627] lr: 2.010e-02, eta: 7:01:41, time: 1.312, data_time: 0.004, memory: 8470, top1_acc: 0.6021, top5_acc: 0.8086, loss_cls: 1.7076, loss: 1.7076, grad_norm: 2.8124 2020-08-19 07:52:17,550 - mmaction - INFO - Epoch [227][560/627] lr: 2.010e-02, eta: 7:01:13, time: 1.276, data_time: 0.005, memory: 8470, top1_acc: 0.5944, top5_acc: 0.8025, loss_cls: 1.7444, loss: 1.7444, grad_norm: 2.8539 2020-08-19 07:52:43,437 - mmaction - INFO - Epoch [227][580/627] lr: 2.010e-02, eta: 7:00:45, time: 1.292, data_time: 0.004, memory: 8470, top1_acc: 0.6001, top5_acc: 0.8115, loss_cls: 1.6885, loss: 1.6885, grad_norm: 2.8437 2020-08-19 07:53:11,218 - mmaction - INFO - Epoch [227][600/627] lr: 2.010e-02, eta: 7:00:18, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.5893, top5_acc: 0.7986, loss_cls: 1.7465, loss: 1.7465, grad_norm: 2.8629 2020-08-19 07:53:36,596 - mmaction - INFO - Epoch [227][620/627] lr: 2.010e-02, eta: 6:59:50, time: 1.267, data_time: 0.004, memory: 8470, top1_acc: 0.6025, top5_acc: 0.8053, loss_cls: 1.6940, loss: 1.6940, grad_norm: 2.8437 2020-08-19 07:54:17,044 - mmaction - INFO - Epoch [228][20/627] lr: 1.880e-02, eta: 6:59:12, time: 1.619, data_time: 0.381, memory: 8470, top1_acc: 0.5922, top5_acc: 0.8051, loss_cls: 1.7544, loss: 1.7544, grad_norm: 2.8947 2020-08-19 07:54:44,665 - mmaction - INFO - Epoch [228][40/627] lr: 1.880e-02, eta: 6:58:44, time: 1.384, data_time: 0.006, memory: 8470, top1_acc: 0.6035, top5_acc: 0.8113, loss_cls: 1.6929, loss: 1.6929, grad_norm: 2.8404 2020-08-19 07:55:09,167 - mmaction - INFO - Epoch [228][60/627] lr: 1.880e-02, eta: 6:58:16, time: 1.224, data_time: 0.005, memory: 8470, top1_acc: 0.6017, top5_acc: 0.8068, loss_cls: 1.6909, loss: 1.6909, grad_norm: 2.8121 2020-08-19 07:55:36,243 - mmaction - INFO - Epoch [228][80/627] lr: 1.880e-02, eta: 6:57:48, time: 1.354, data_time: 0.003, memory: 8470, top1_acc: 0.6047, top5_acc: 0.8042, loss_cls: 1.6885, loss: 1.6885, grad_norm: 2.8411 2020-08-19 07:56:02,892 - mmaction - INFO - Epoch [228][100/627] lr: 1.880e-02, eta: 6:57:20, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.6169, top5_acc: 0.8159, loss_cls: 1.6378, loss: 1.6378, grad_norm: 2.8337 2020-08-19 07:56:28,459 - mmaction - INFO - Epoch [228][120/627] lr: 1.880e-02, eta: 6:56:52, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8046, loss_cls: 1.6852, loss: 1.6852, grad_norm: 2.8819 2020-08-19 07:56:55,116 - mmaction - INFO - Epoch [228][140/627] lr: 1.880e-02, eta: 6:56:24, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.6052, top5_acc: 0.8095, loss_cls: 1.6882, loss: 1.6882, grad_norm: 2.8244 2020-08-19 07:57:22,849 - mmaction - INFO - Epoch [228][160/627] lr: 1.880e-02, eta: 6:55:57, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.6126, top5_acc: 0.8186, loss_cls: 1.6459, loss: 1.6459, grad_norm: 2.8183 2020-08-19 07:57:47,945 - mmaction - INFO - Epoch [228][180/627] lr: 1.880e-02, eta: 6:55:29, time: 1.255, data_time: 0.005, memory: 8470, top1_acc: 0.6079, top5_acc: 0.8137, loss_cls: 1.6696, loss: 1.6696, grad_norm: 2.8718 2020-08-19 07:58:16,689 - mmaction - INFO - Epoch [228][200/627] lr: 1.880e-02, eta: 6:55:01, time: 1.437, data_time: 0.007, memory: 8470, top1_acc: 0.6089, top5_acc: 0.8094, loss_cls: 1.6818, loss: 1.6818, grad_norm: 2.8762 2020-08-19 07:58:43,619 - mmaction - INFO - Epoch [228][220/627] lr: 1.880e-02, eta: 6:54:33, time: 1.347, data_time: 0.004, memory: 8470, top1_acc: 0.6036, top5_acc: 0.8018, loss_cls: 1.7050, loss: 1.7050, grad_norm: 2.8594 2020-08-19 07:59:10,079 - mmaction - INFO - Epoch [228][240/627] lr: 1.880e-02, eta: 6:54:06, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.6089, top5_acc: 0.8134, loss_cls: 1.6607, loss: 1.6607, grad_norm: 2.8554 2020-08-19 07:59:37,380 - mmaction - INFO - Epoch [228][260/627] lr: 1.880e-02, eta: 6:53:38, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.6077, top5_acc: 0.8087, loss_cls: 1.6621, loss: 1.6621, grad_norm: 2.8043 2020-08-19 08:00:09,771 - mmaction - INFO - Epoch [228][280/627] lr: 1.880e-02, eta: 6:53:11, time: 1.602, data_time: 0.006, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8087, loss_cls: 1.6794, loss: 1.6794, grad_norm: 2.8289 2020-08-19 08:00:33,727 - mmaction - INFO - Epoch [228][300/627] lr: 1.880e-02, eta: 6:52:43, time: 1.216, data_time: 0.025, memory: 8470, top1_acc: 0.6021, top5_acc: 0.8072, loss_cls: 1.7008, loss: 1.7008, grad_norm: 2.9133 2020-08-19 08:01:00,311 - mmaction - INFO - Epoch [228][320/627] lr: 1.880e-02, eta: 6:52:15, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.6043, top5_acc: 0.8103, loss_cls: 1.6749, loss: 1.6749, grad_norm: 2.8791 2020-08-19 08:01:26,064 - mmaction - INFO - Epoch [228][340/627] lr: 1.880e-02, eta: 6:51:47, time: 1.288, data_time: 0.006, memory: 8470, top1_acc: 0.6021, top5_acc: 0.8069, loss_cls: 1.6879, loss: 1.6879, grad_norm: 2.9064 2020-08-19 08:01:52,520 - mmaction - INFO - Epoch [228][360/627] lr: 1.880e-02, eta: 6:51:19, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.6073, top5_acc: 0.8053, loss_cls: 1.6861, loss: 1.6861, grad_norm: 2.8888 2020-08-19 08:02:20,425 - mmaction - INFO - Epoch [228][380/627] lr: 1.880e-02, eta: 6:50:51, time: 1.398, data_time: 0.007, memory: 8470, top1_acc: 0.6005, top5_acc: 0.8048, loss_cls: 1.7146, loss: 1.7146, grad_norm: 2.9068 2020-08-19 08:02:45,059 - mmaction - INFO - Epoch [228][400/627] lr: 1.880e-02, eta: 6:50:23, time: 1.232, data_time: 0.002, memory: 8470, top1_acc: 0.6003, top5_acc: 0.8118, loss_cls: 1.6804, loss: 1.6804, grad_norm: 2.8939 2020-08-19 08:03:12,787 - mmaction - INFO - Epoch [228][420/627] lr: 1.880e-02, eta: 6:49:55, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6422, loss: 1.6422, grad_norm: 2.8074 2020-08-19 08:03:37,769 - mmaction - INFO - Epoch [228][440/627] lr: 1.880e-02, eta: 6:49:27, time: 1.253, data_time: 0.007, memory: 8470, top1_acc: 0.6124, top5_acc: 0.8156, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.8590 2020-08-19 08:04:06,334 - mmaction - INFO - Epoch [228][460/627] lr: 1.880e-02, eta: 6:49:00, time: 1.426, data_time: 0.004, memory: 8470, top1_acc: 0.6146, top5_acc: 0.8125, loss_cls: 1.6553, loss: 1.6553, grad_norm: 2.8536 2020-08-19 08:04:31,470 - mmaction - INFO - Epoch [228][480/627] lr: 1.880e-02, eta: 6:48:32, time: 1.259, data_time: 0.006, memory: 8470, top1_acc: 0.6003, top5_acc: 0.8115, loss_cls: 1.6690, loss: 1.6690, grad_norm: 2.8517 2020-08-19 08:04:59,858 - mmaction - INFO - Epoch [228][500/627] lr: 1.880e-02, eta: 6:48:04, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.6116, top5_acc: 0.8089, loss_cls: 1.6891, loss: 1.6891, grad_norm: 2.8456 2020-08-19 08:05:25,330 - mmaction - INFO - Epoch [228][520/627] lr: 1.880e-02, eta: 6:47:36, time: 1.276, data_time: 0.005, memory: 8470, top1_acc: 0.5948, top5_acc: 0.8057, loss_cls: 1.7017, loss: 1.7017, grad_norm: 2.8798 2020-08-19 08:05:52,758 - mmaction - INFO - Epoch [228][540/627] lr: 1.880e-02, eta: 6:47:09, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.6048, top5_acc: 0.8053, loss_cls: 1.6773, loss: 1.6773, grad_norm: 2.8360 2020-08-19 08:06:18,899 - mmaction - INFO - Epoch [228][560/627] lr: 1.880e-02, eta: 6:46:41, time: 1.306, data_time: 0.002, memory: 8470, top1_acc: 0.6098, top5_acc: 0.8118, loss_cls: 1.6541, loss: 1.6541, grad_norm: 2.8695 2020-08-19 08:06:45,488 - mmaction - INFO - Epoch [228][580/627] lr: 1.880e-02, eta: 6:46:13, time: 1.330, data_time: 0.004, memory: 8470, top1_acc: 0.5988, top5_acc: 0.8065, loss_cls: 1.7087, loss: 1.7087, grad_norm: 2.8216 2020-08-19 08:07:12,473 - mmaction - INFO - Epoch [228][600/627] lr: 1.880e-02, eta: 6:45:45, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.5984, top5_acc: 0.8035, loss_cls: 1.7199, loss: 1.7199, grad_norm: 2.9187 2020-08-19 08:07:37,320 - mmaction - INFO - Epoch [228][620/627] lr: 1.880e-02, eta: 6:45:17, time: 1.244, data_time: 0.005, memory: 8470, top1_acc: 0.6107, top5_acc: 0.8107, loss_cls: 1.6713, loss: 1.6713, grad_norm: 2.8389 2020-08-19 08:07:45,950 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-08-19 08:08:19,863 - mmaction - INFO - Epoch [229][20/627] lr: 1.754e-02, eta: 6:44:39, time: 1.611, data_time: 0.521, memory: 8470, top1_acc: 0.6017, top5_acc: 0.8092, loss_cls: 1.6814, loss: 1.6814, grad_norm: 2.8389 2020-08-19 08:08:45,925 - mmaction - INFO - Epoch [229][40/627] lr: 1.754e-02, eta: 6:44:11, time: 1.304, data_time: 0.003, memory: 8470, top1_acc: 0.6142, top5_acc: 0.8155, loss_cls: 1.6434, loss: 1.6434, grad_norm: 2.8216 2020-08-19 08:09:12,909 - mmaction - INFO - Epoch [229][60/627] lr: 1.754e-02, eta: 6:43:43, time: 1.350, data_time: 0.005, memory: 8470, top1_acc: 0.6051, top5_acc: 0.8081, loss_cls: 1.7051, loss: 1.7051, grad_norm: 2.9091 2020-08-19 08:09:38,905 - mmaction - INFO - Epoch [229][80/627] lr: 1.754e-02, eta: 6:43:15, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8195, loss_cls: 1.6146, loss: 1.6146, grad_norm: 2.8617 2020-08-19 08:10:07,705 - mmaction - INFO - Epoch [229][100/627] lr: 1.754e-02, eta: 6:42:48, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.6091, top5_acc: 0.8176, loss_cls: 1.6514, loss: 1.6514, grad_norm: 2.8660 2020-08-19 08:10:34,670 - mmaction - INFO - Epoch [229][120/627] lr: 1.754e-02, eta: 6:42:20, time: 1.349, data_time: 0.003, memory: 8470, top1_acc: 0.6076, top5_acc: 0.8159, loss_cls: 1.6512, loss: 1.6512, grad_norm: 2.8758 2020-08-19 08:11:00,670 - mmaction - INFO - Epoch [229][140/627] lr: 1.754e-02, eta: 6:41:52, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.6171, top5_acc: 0.8185, loss_cls: 1.6139, loss: 1.6139, grad_norm: 2.8264 2020-08-19 08:11:29,222 - mmaction - INFO - Epoch [229][160/627] lr: 1.754e-02, eta: 6:41:25, time: 1.425, data_time: 0.006, memory: 8470, top1_acc: 0.6102, top5_acc: 0.8001, loss_cls: 1.6904, loss: 1.6904, grad_norm: 2.8366 2020-08-19 08:11:54,396 - mmaction - INFO - Epoch [229][180/627] lr: 1.754e-02, eta: 6:40:57, time: 1.261, data_time: 0.005, memory: 8470, top1_acc: 0.6182, top5_acc: 0.8118, loss_cls: 1.6310, loss: 1.6310, grad_norm: 2.8247 2020-08-19 08:12:22,236 - mmaction - INFO - Epoch [229][200/627] lr: 1.754e-02, eta: 6:40:29, time: 1.390, data_time: 0.004, memory: 8470, top1_acc: 0.6056, top5_acc: 0.8118, loss_cls: 1.6710, loss: 1.6710, grad_norm: 2.8705 2020-08-19 08:12:48,083 - mmaction - INFO - Epoch [229][220/627] lr: 1.754e-02, eta: 6:40:01, time: 1.294, data_time: 0.006, memory: 8470, top1_acc: 0.6105, top5_acc: 0.8126, loss_cls: 1.6490, loss: 1.6490, grad_norm: 2.8502 2020-08-19 08:13:16,118 - mmaction - INFO - Epoch [229][240/627] lr: 1.754e-02, eta: 6:39:33, time: 1.400, data_time: 0.005, memory: 8470, top1_acc: 0.6096, top5_acc: 0.8124, loss_cls: 1.6640, loss: 1.6640, grad_norm: 2.9316 2020-08-19 08:13:43,276 - mmaction - INFO - Epoch [229][260/627] lr: 1.754e-02, eta: 6:39:06, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.6096, top5_acc: 0.8113, loss_cls: 1.6621, loss: 1.6621, grad_norm: 2.8817 2020-08-19 08:14:08,445 - mmaction - INFO - Epoch [229][280/627] lr: 1.754e-02, eta: 6:38:38, time: 1.258, data_time: 0.006, memory: 8470, top1_acc: 0.6034, top5_acc: 0.8099, loss_cls: 1.6657, loss: 1.6657, grad_norm: 2.8808 2020-08-19 08:14:36,760 - mmaction - INFO - Epoch [229][300/627] lr: 1.754e-02, eta: 6:38:10, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.6102, top5_acc: 0.8130, loss_cls: 1.6654, loss: 1.6654, grad_norm: 2.8657 2020-08-19 08:15:02,020 - mmaction - INFO - Epoch [229][320/627] lr: 1.754e-02, eta: 6:37:42, time: 1.263, data_time: 0.006, memory: 8470, top1_acc: 0.6172, top5_acc: 0.8139, loss_cls: 1.6459, loss: 1.6459, grad_norm: 2.9028 2020-08-19 08:15:29,082 - mmaction - INFO - Epoch [229][340/627] lr: 1.754e-02, eta: 6:37:14, time: 1.352, data_time: 0.004, memory: 8470, top1_acc: 0.6124, top5_acc: 0.8203, loss_cls: 1.6387, loss: 1.6387, grad_norm: 2.9088 2020-08-19 08:15:54,808 - mmaction - INFO - Epoch [229][360/627] lr: 1.754e-02, eta: 6:36:46, time: 1.287, data_time: 0.007, memory: 8470, top1_acc: 0.6086, top5_acc: 0.8096, loss_cls: 1.6692, loss: 1.6692, grad_norm: 2.8989 2020-08-19 08:16:22,406 - mmaction - INFO - Epoch [229][380/627] lr: 1.754e-02, eta: 6:36:19, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.6156, top5_acc: 0.8135, loss_cls: 1.6510, loss: 1.6510, grad_norm: 2.8581 2020-08-19 08:16:48,496 - mmaction - INFO - Epoch [229][400/627] lr: 1.754e-02, eta: 6:35:51, time: 1.302, data_time: 0.005, memory: 8470, top1_acc: 0.6111, top5_acc: 0.8171, loss_cls: 1.6367, loss: 1.6367, grad_norm: 2.8762 2020-08-19 08:17:13,820 - mmaction - INFO - Epoch [229][420/627] lr: 1.754e-02, eta: 6:35:23, time: 1.265, data_time: 0.006, memory: 8470, top1_acc: 0.6039, top5_acc: 0.8090, loss_cls: 1.6928, loss: 1.6928, grad_norm: 2.9396 2020-08-19 08:17:40,294 - mmaction - INFO - Epoch [229][440/627] lr: 1.754e-02, eta: 6:34:55, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.6055, top5_acc: 0.8099, loss_cls: 1.6713, loss: 1.6713, grad_norm: 2.9446 2020-08-19 08:18:07,420 - mmaction - INFO - Epoch [229][460/627] lr: 1.754e-02, eta: 6:34:27, time: 1.355, data_time: 0.006, memory: 8470, top1_acc: 0.6062, top5_acc: 0.8146, loss_cls: 1.6734, loss: 1.6734, grad_norm: 2.9331 2020-08-19 08:18:33,206 - mmaction - INFO - Epoch [229][480/627] lr: 1.754e-02, eta: 6:33:59, time: 1.291, data_time: 0.006, memory: 8470, top1_acc: 0.5958, top5_acc: 0.8047, loss_cls: 1.7136, loss: 1.7136, grad_norm: 2.9077 2020-08-19 08:18:59,769 - mmaction - INFO - Epoch [229][500/627] lr: 1.754e-02, eta: 6:33:31, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.6052, top5_acc: 0.8040, loss_cls: 1.6983, loss: 1.6983, grad_norm: 2.8861 2020-08-19 08:19:25,630 - mmaction - INFO - Epoch [229][520/627] lr: 1.754e-02, eta: 6:33:04, time: 1.293, data_time: 0.005, memory: 8470, top1_acc: 0.6096, top5_acc: 0.8124, loss_cls: 1.6460, loss: 1.6460, grad_norm: 2.8785 2020-08-19 08:19:52,682 - mmaction - INFO - Epoch [229][540/627] lr: 1.754e-02, eta: 6:32:36, time: 1.352, data_time: 0.002, memory: 8470, top1_acc: 0.6049, top5_acc: 0.8090, loss_cls: 1.7015, loss: 1.7015, grad_norm: 2.9704 2020-08-19 08:20:19,807 - mmaction - INFO - Epoch [229][560/627] lr: 1.754e-02, eta: 6:32:08, time: 1.353, data_time: 0.004, memory: 8470, top1_acc: 0.6172, top5_acc: 0.8113, loss_cls: 1.6580, loss: 1.6580, grad_norm: 2.8809 2020-08-19 08:20:45,517 - mmaction - INFO - Epoch [229][580/627] lr: 1.754e-02, eta: 6:31:40, time: 1.288, data_time: 0.006, memory: 8470, top1_acc: 0.5974, top5_acc: 0.8085, loss_cls: 1.6956, loss: 1.6956, grad_norm: 2.9202 2020-08-19 08:21:14,298 - mmaction - INFO - Epoch [229][600/627] lr: 1.754e-02, eta: 6:31:13, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.5995, top5_acc: 0.8052, loss_cls: 1.6813, loss: 1.6813, grad_norm: 2.9294 2020-08-19 08:21:41,482 - mmaction - INFO - Epoch [229][620/627] lr: 1.754e-02, eta: 6:30:45, time: 1.362, data_time: 0.007, memory: 8470, top1_acc: 0.6116, top5_acc: 0.8074, loss_cls: 1.6881, loss: 1.6881, grad_norm: 2.8975 2020-08-19 08:22:20,597 - mmaction - INFO - Epoch [230][20/627] lr: 1.632e-02, eta: 6:30:07, time: 1.569, data_time: 0.419, memory: 8470, top1_acc: 0.6250, top5_acc: 0.8240, loss_cls: 1.5922, loss: 1.5922, grad_norm: 2.8838 2020-08-19 08:22:46,123 - mmaction - INFO - Epoch [230][40/627] lr: 1.632e-02, eta: 6:29:39, time: 1.279, data_time: 0.006, memory: 8470, top1_acc: 0.6065, top5_acc: 0.8090, loss_cls: 1.6590, loss: 1.6590, grad_norm: 2.9130 2020-08-19 08:23:14,362 - mmaction - INFO - Epoch [230][60/627] lr: 1.632e-02, eta: 6:29:11, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.6120, top5_acc: 0.8141, loss_cls: 1.6472, loss: 1.6472, grad_norm: 2.9234 2020-08-19 08:23:41,423 - mmaction - INFO - Epoch [230][80/627] lr: 1.632e-02, eta: 6:28:43, time: 1.357, data_time: 0.007, memory: 8470, top1_acc: 0.6004, top5_acc: 0.8051, loss_cls: 1.7061, loss: 1.7061, grad_norm: 2.9630 2020-08-19 08:24:07,654 - mmaction - INFO - Epoch [230][100/627] lr: 1.632e-02, eta: 6:28:16, time: 1.308, data_time: 0.005, memory: 8470, top1_acc: 0.6112, top5_acc: 0.8165, loss_cls: 1.6605, loss: 1.6605, grad_norm: 2.9017 2020-08-19 08:24:34,565 - mmaction - INFO - Epoch [230][120/627] lr: 1.632e-02, eta: 6:27:48, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.6212, top5_acc: 0.8109, loss_cls: 1.6396, loss: 1.6396, grad_norm: 2.8657 2020-08-19 08:25:00,755 - mmaction - INFO - Epoch [230][140/627] lr: 1.632e-02, eta: 6:27:20, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.6129, top5_acc: 0.8089, loss_cls: 1.6727, loss: 1.6727, grad_norm: 2.9253 2020-08-19 08:25:27,416 - mmaction - INFO - Epoch [230][160/627] lr: 1.632e-02, eta: 6:26:52, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.6759, loss: 1.6759, grad_norm: 2.9127 2020-08-19 08:25:53,169 - mmaction - INFO - Epoch [230][180/627] lr: 1.632e-02, eta: 6:26:24, time: 1.289, data_time: 0.005, memory: 8470, top1_acc: 0.6191, top5_acc: 0.8184, loss_cls: 1.6321, loss: 1.6321, grad_norm: 2.8916 2020-08-19 08:26:20,075 - mmaction - INFO - Epoch [230][200/627] lr: 1.632e-02, eta: 6:25:56, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.6135, top5_acc: 0.8154, loss_cls: 1.6238, loss: 1.6238, grad_norm: 2.8826 2020-08-19 08:26:45,322 - mmaction - INFO - Epoch [230][220/627] lr: 1.632e-02, eta: 6:25:28, time: 1.263, data_time: 0.002, memory: 8470, top1_acc: 0.6228, top5_acc: 0.8134, loss_cls: 1.6171, loss: 1.6171, grad_norm: 2.8591 2020-08-19 08:27:10,616 - mmaction - INFO - Epoch [230][240/627] lr: 1.632e-02, eta: 6:25:01, time: 1.264, data_time: 0.006, memory: 8470, top1_acc: 0.6216, top5_acc: 0.8180, loss_cls: 1.6152, loss: 1.6152, grad_norm: 2.9019 2020-08-19 08:27:37,998 - mmaction - INFO - Epoch [230][260/627] lr: 1.632e-02, eta: 6:24:33, time: 1.367, data_time: 0.005, memory: 8470, top1_acc: 0.6204, top5_acc: 0.8130, loss_cls: 1.6265, loss: 1.6265, grad_norm: 2.9325 2020-08-19 08:28:04,166 - mmaction - INFO - Epoch [230][280/627] lr: 1.632e-02, eta: 6:24:05, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.6164, top5_acc: 0.8188, loss_cls: 1.6381, loss: 1.6381, grad_norm: 2.9619 2020-08-19 08:28:29,438 - mmaction - INFO - Epoch [230][300/627] lr: 1.632e-02, eta: 6:23:37, time: 1.261, data_time: 0.005, memory: 8470, top1_acc: 0.6174, top5_acc: 0.8125, loss_cls: 1.6615, loss: 1.6615, grad_norm: 2.9550 2020-08-19 08:28:56,858 - mmaction - INFO - Epoch [230][320/627] lr: 1.632e-02, eta: 6:23:09, time: 1.373, data_time: 0.006, memory: 8470, top1_acc: 0.6055, top5_acc: 0.8079, loss_cls: 1.6786, loss: 1.6786, grad_norm: 2.9301 2020-08-19 08:29:21,668 - mmaction - INFO - Epoch [230][340/627] lr: 1.632e-02, eta: 6:22:41, time: 1.237, data_time: 0.006, memory: 8470, top1_acc: 0.6031, top5_acc: 0.8137, loss_cls: 1.6672, loss: 1.6672, grad_norm: 2.9134 2020-08-19 08:29:49,085 - mmaction - INFO - Epoch [230][360/627] lr: 1.632e-02, eta: 6:22:14, time: 1.374, data_time: 0.007, memory: 8470, top1_acc: 0.6173, top5_acc: 0.8155, loss_cls: 1.6534, loss: 1.6534, grad_norm: 2.9078 2020-08-19 08:30:16,765 - mmaction - INFO - Epoch [230][380/627] lr: 1.632e-02, eta: 6:21:46, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.6186, top5_acc: 0.8126, loss_cls: 1.6350, loss: 1.6350, grad_norm: 2.8878 2020-08-19 08:30:42,903 - mmaction - INFO - Epoch [230][400/627] lr: 1.632e-02, eta: 6:21:18, time: 1.310, data_time: 0.007, memory: 8470, top1_acc: 0.6214, top5_acc: 0.8164, loss_cls: 1.6071, loss: 1.6071, grad_norm: 2.8747 2020-08-19 08:31:08,457 - mmaction - INFO - Epoch [230][420/627] lr: 1.632e-02, eta: 6:20:50, time: 1.275, data_time: 0.005, memory: 8470, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6249, loss: 1.6249, grad_norm: 2.8850 2020-08-19 08:31:34,292 - mmaction - INFO - Epoch [230][440/627] lr: 1.632e-02, eta: 6:20:22, time: 1.293, data_time: 0.006, memory: 8470, top1_acc: 0.6113, top5_acc: 0.8186, loss_cls: 1.6426, loss: 1.6426, grad_norm: 2.9338 2020-08-19 08:32:00,766 - mmaction - INFO - Epoch [230][460/627] lr: 1.632e-02, eta: 6:19:54, time: 1.323, data_time: 0.006, memory: 8470, top1_acc: 0.6202, top5_acc: 0.8217, loss_cls: 1.6115, loss: 1.6115, grad_norm: 2.8983 2020-08-19 08:32:28,111 - mmaction - INFO - Epoch [230][480/627] lr: 1.632e-02, eta: 6:19:27, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.6134, top5_acc: 0.8107, loss_cls: 1.6636, loss: 1.6636, grad_norm: 2.9152 2020-08-19 08:32:53,995 - mmaction - INFO - Epoch [230][500/627] lr: 1.632e-02, eta: 6:18:59, time: 1.296, data_time: 0.006, memory: 8470, top1_acc: 0.6107, top5_acc: 0.8141, loss_cls: 1.6311, loss: 1.6311, grad_norm: 2.9389 2020-08-19 08:33:20,885 - mmaction - INFO - Epoch [230][520/627] lr: 1.632e-02, eta: 6:18:31, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.6128, top5_acc: 0.8116, loss_cls: 1.6489, loss: 1.6489, grad_norm: 2.9806 2020-08-19 08:33:47,579 - mmaction - INFO - Epoch [230][540/627] lr: 1.632e-02, eta: 6:18:03, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.6122, top5_acc: 0.8132, loss_cls: 1.6477, loss: 1.6477, grad_norm: 2.9473 2020-08-19 08:34:14,874 - mmaction - INFO - Epoch [230][560/627] lr: 1.632e-02, eta: 6:17:35, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.6060, top5_acc: 0.8130, loss_cls: 1.6592, loss: 1.6592, grad_norm: 2.9090 2020-08-19 08:34:41,228 - mmaction - INFO - Epoch [230][580/627] lr: 1.632e-02, eta: 6:17:08, time: 1.320, data_time: 0.006, memory: 8470, top1_acc: 0.6158, top5_acc: 0.8112, loss_cls: 1.6427, loss: 1.6427, grad_norm: 2.9021 2020-08-19 08:35:08,768 - mmaction - INFO - Epoch [230][600/627] lr: 1.632e-02, eta: 6:16:40, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6289, loss: 1.6289, grad_norm: 2.8717 2020-08-19 08:35:34,405 - mmaction - INFO - Epoch [230][620/627] lr: 1.632e-02, eta: 6:16:12, time: 1.283, data_time: 0.003, memory: 8470, top1_acc: 0.6073, top5_acc: 0.8139, loss_cls: 1.6630, loss: 1.6630, grad_norm: 2.9519 2020-08-19 08:36:15,341 - mmaction - INFO - Epoch [231][20/627] lr: 1.514e-02, eta: 6:15:34, time: 1.574, data_time: 0.417, memory: 8470, top1_acc: 0.6174, top5_acc: 0.8238, loss_cls: 1.6033, loss: 1.6033, grad_norm: 2.9459 2020-08-19 08:36:41,014 - mmaction - INFO - Epoch [231][40/627] lr: 1.514e-02, eta: 6:15:06, time: 1.285, data_time: 0.005, memory: 8470, top1_acc: 0.6268, top5_acc: 0.8214, loss_cls: 1.5873, loss: 1.5873, grad_norm: 2.9277 2020-08-19 08:37:07,006 - mmaction - INFO - Epoch [231][60/627] lr: 1.514e-02, eta: 6:14:38, time: 1.299, data_time: 0.002, memory: 8470, top1_acc: 0.6262, top5_acc: 0.8174, loss_cls: 1.6030, loss: 1.6030, grad_norm: 2.8894 2020-08-19 08:37:33,677 - mmaction - INFO - Epoch [231][80/627] lr: 1.514e-02, eta: 6:14:10, time: 1.332, data_time: 0.005, memory: 8470, top1_acc: 0.6186, top5_acc: 0.8211, loss_cls: 1.6148, loss: 1.6148, grad_norm: 2.9529 2020-08-19 08:38:02,398 - mmaction - INFO - Epoch [231][100/627] lr: 1.514e-02, eta: 6:13:43, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.6108, top5_acc: 0.8098, loss_cls: 1.6460, loss: 1.6460, grad_norm: 2.9832 2020-08-19 08:38:29,028 - mmaction - INFO - Epoch [231][120/627] lr: 1.514e-02, eta: 6:13:15, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.6359, top5_acc: 0.8233, loss_cls: 1.5774, loss: 1.5774, grad_norm: 2.9024 2020-08-19 08:38:55,001 - mmaction - INFO - Epoch [231][140/627] lr: 1.514e-02, eta: 6:12:47, time: 1.300, data_time: 0.005, memory: 8470, top1_acc: 0.6254, top5_acc: 0.8217, loss_cls: 1.5991, loss: 1.5991, grad_norm: 2.9226 2020-08-19 08:39:22,049 - mmaction - INFO - Epoch [231][160/627] lr: 1.514e-02, eta: 6:12:19, time: 1.350, data_time: 0.006, memory: 8470, top1_acc: 0.6138, top5_acc: 0.8111, loss_cls: 1.6501, loss: 1.6501, grad_norm: 2.9670 2020-08-19 08:39:48,734 - mmaction - INFO - Epoch [231][180/627] lr: 1.514e-02, eta: 6:11:52, time: 1.337, data_time: 0.007, memory: 8470, top1_acc: 0.6176, top5_acc: 0.8181, loss_cls: 1.6248, loss: 1.6248, grad_norm: 2.9914 2020-08-19 08:40:14,367 - mmaction - INFO - Epoch [231][200/627] lr: 1.514e-02, eta: 6:11:24, time: 1.280, data_time: 0.006, memory: 8470, top1_acc: 0.6184, top5_acc: 0.8270, loss_cls: 1.5784, loss: 1.5784, grad_norm: 2.9411 2020-08-19 08:40:40,281 - mmaction - INFO - Epoch [231][220/627] lr: 1.514e-02, eta: 6:10:56, time: 1.298, data_time: 0.007, memory: 8470, top1_acc: 0.6182, top5_acc: 0.8182, loss_cls: 1.6267, loss: 1.6267, grad_norm: 2.9481 2020-08-19 08:41:07,830 - mmaction - INFO - Epoch [231][240/627] lr: 1.514e-02, eta: 6:10:28, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.6198, top5_acc: 0.8182, loss_cls: 1.6256, loss: 1.6256, grad_norm: 2.9854 2020-08-19 08:41:33,816 - mmaction - INFO - Epoch [231][260/627] lr: 1.514e-02, eta: 6:10:00, time: 1.301, data_time: 0.006, memory: 8470, top1_acc: 0.6135, top5_acc: 0.8142, loss_cls: 1.6336, loss: 1.6336, grad_norm: 2.9778 2020-08-19 08:41:58,958 - mmaction - INFO - Epoch [231][280/627] lr: 1.514e-02, eta: 6:09:32, time: 1.257, data_time: 0.006, memory: 8470, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6134, loss: 1.6134, grad_norm: 2.9879 2020-08-19 08:42:26,219 - mmaction - INFO - Epoch [231][300/627] lr: 1.514e-02, eta: 6:09:05, time: 1.363, data_time: 0.002, memory: 8470, top1_acc: 0.6189, top5_acc: 0.8095, loss_cls: 1.6314, loss: 1.6314, grad_norm: 2.9865 2020-08-19 08:42:53,709 - mmaction - INFO - Epoch [231][320/627] lr: 1.514e-02, eta: 6:08:37, time: 1.373, data_time: 0.002, memory: 8470, top1_acc: 0.6113, top5_acc: 0.8142, loss_cls: 1.6495, loss: 1.6495, grad_norm: 3.0286 2020-08-19 08:43:18,794 - mmaction - INFO - Epoch [231][340/627] lr: 1.514e-02, eta: 6:08:09, time: 1.254, data_time: 0.007, memory: 8470, top1_acc: 0.6135, top5_acc: 0.8138, loss_cls: 1.6331, loss: 1.6331, grad_norm: 2.9652 2020-08-19 08:43:45,682 - mmaction - INFO - Epoch [231][360/627] lr: 1.514e-02, eta: 6:07:41, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.6180, top5_acc: 0.8122, loss_cls: 1.6373, loss: 1.6373, grad_norm: 2.9662 2020-08-19 08:44:12,034 - mmaction - INFO - Epoch [231][380/627] lr: 1.514e-02, eta: 6:07:13, time: 1.318, data_time: 0.006, memory: 8470, top1_acc: 0.6099, top5_acc: 0.8165, loss_cls: 1.6445, loss: 1.6445, grad_norm: 3.0136 2020-08-19 08:44:39,449 - mmaction - INFO - Epoch [231][400/627] lr: 1.514e-02, eta: 6:06:46, time: 1.368, data_time: 0.006, memory: 8470, top1_acc: 0.6116, top5_acc: 0.8086, loss_cls: 1.6748, loss: 1.6748, grad_norm: 2.9961 2020-08-19 08:45:05,877 - mmaction - INFO - Epoch [231][420/627] lr: 1.514e-02, eta: 6:06:18, time: 1.324, data_time: 0.007, memory: 8470, top1_acc: 0.6089, top5_acc: 0.8112, loss_cls: 1.6519, loss: 1.6519, grad_norm: 2.9924 2020-08-19 08:45:31,111 - mmaction - INFO - Epoch [231][440/627] lr: 1.514e-02, eta: 6:05:50, time: 1.262, data_time: 0.002, memory: 8470, top1_acc: 0.6197, top5_acc: 0.8219, loss_cls: 1.6091, loss: 1.6091, grad_norm: 2.9784 2020-08-19 08:45:58,194 - mmaction - INFO - Epoch [231][460/627] lr: 1.514e-02, eta: 6:05:22, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.6151, top5_acc: 0.8155, loss_cls: 1.6433, loss: 1.6433, grad_norm: 2.9649 2020-08-19 08:46:25,217 - mmaction - INFO - Epoch [231][480/627] lr: 1.514e-02, eta: 6:04:54, time: 1.352, data_time: 0.005, memory: 8470, top1_acc: 0.6079, top5_acc: 0.8129, loss_cls: 1.6496, loss: 1.6496, grad_norm: 3.0115 2020-08-19 08:46:51,905 - mmaction - INFO - Epoch [231][500/627] lr: 1.514e-02, eta: 6:04:27, time: 1.334, data_time: 0.006, memory: 8470, top1_acc: 0.6142, top5_acc: 0.8185, loss_cls: 1.6268, loss: 1.6268, grad_norm: 2.9985 2020-08-19 08:47:18,254 - mmaction - INFO - Epoch [231][520/627] lr: 1.514e-02, eta: 6:03:59, time: 1.318, data_time: 0.004, memory: 8470, top1_acc: 0.6198, top5_acc: 0.8182, loss_cls: 1.6166, loss: 1.6166, grad_norm: 2.9289 2020-08-19 08:47:45,120 - mmaction - INFO - Epoch [231][540/627] lr: 1.514e-02, eta: 6:03:31, time: 1.343, data_time: 0.006, memory: 8470, top1_acc: 0.6134, top5_acc: 0.8145, loss_cls: 1.6375, loss: 1.6375, grad_norm: 2.9642 2020-08-19 08:48:11,511 - mmaction - INFO - Epoch [231][560/627] lr: 1.514e-02, eta: 6:03:03, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.6100, top5_acc: 0.8055, loss_cls: 1.6621, loss: 1.6621, grad_norm: 2.9815 2020-08-19 08:48:38,826 - mmaction - INFO - Epoch [231][580/627] lr: 1.514e-02, eta: 6:02:35, time: 1.366, data_time: 0.007, memory: 8470, top1_acc: 0.6133, top5_acc: 0.8169, loss_cls: 1.6425, loss: 1.6425, grad_norm: 2.9609 2020-08-19 08:49:05,733 - mmaction - INFO - Epoch [231][600/627] lr: 1.514e-02, eta: 6:02:08, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.6203, top5_acc: 0.8190, loss_cls: 1.6129, loss: 1.6129, grad_norm: 2.9552 2020-08-19 08:49:31,342 - mmaction - INFO - Epoch [231][620/627] lr: 1.514e-02, eta: 6:01:40, time: 1.279, data_time: 0.006, memory: 8470, top1_acc: 0.6158, top5_acc: 0.8212, loss_cls: 1.6346, loss: 1.6346, grad_norm: 2.9823 2020-08-19 08:50:11,144 - mmaction - INFO - Epoch [232][20/627] lr: 1.401e-02, eta: 6:01:02, time: 1.577, data_time: 0.389, memory: 8470, top1_acc: 0.6263, top5_acc: 0.8208, loss_cls: 1.5829, loss: 1.5829, grad_norm: 2.9382 2020-08-19 08:50:37,291 - mmaction - INFO - Epoch [232][40/627] lr: 1.401e-02, eta: 6:00:34, time: 1.307, data_time: 0.002, memory: 8470, top1_acc: 0.6198, top5_acc: 0.8184, loss_cls: 1.6236, loss: 1.6236, grad_norm: 2.9562 2020-08-19 08:51:03,503 - mmaction - INFO - Epoch [232][60/627] lr: 1.401e-02, eta: 6:00:06, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8279, loss_cls: 1.5565, loss: 1.5565, grad_norm: 2.9692 2020-08-19 08:51:29,857 - mmaction - INFO - Epoch [232][80/627] lr: 1.401e-02, eta: 5:59:38, time: 1.318, data_time: 0.007, memory: 8470, top1_acc: 0.6161, top5_acc: 0.8129, loss_cls: 1.6236, loss: 1.6236, grad_norm: 3.0349 2020-08-19 08:51:57,643 - mmaction - INFO - Epoch [232][100/627] lr: 1.401e-02, eta: 5:59:11, time: 1.389, data_time: 0.002, memory: 8470, top1_acc: 0.6133, top5_acc: 0.8161, loss_cls: 1.6482, loss: 1.6482, grad_norm: 2.9775 2020-08-19 08:52:23,747 - mmaction - INFO - Epoch [232][120/627] lr: 1.401e-02, eta: 5:58:43, time: 1.304, data_time: 0.004, memory: 8470, top1_acc: 0.6168, top5_acc: 0.8184, loss_cls: 1.6038, loss: 1.6038, grad_norm: 2.9851 2020-08-19 08:52:50,885 - mmaction - INFO - Epoch [232][140/627] lr: 1.401e-02, eta: 5:58:15, time: 1.359, data_time: 0.007, memory: 8470, top1_acc: 0.6289, top5_acc: 0.8185, loss_cls: 1.5984, loss: 1.5984, grad_norm: 2.9875 2020-08-19 08:53:17,279 - mmaction - INFO - Epoch [232][160/627] lr: 1.401e-02, eta: 5:57:47, time: 1.319, data_time: 0.002, memory: 8470, top1_acc: 0.6176, top5_acc: 0.8161, loss_cls: 1.6254, loss: 1.6254, grad_norm: 3.0055 2020-08-19 08:53:44,491 - mmaction - INFO - Epoch [232][180/627] lr: 1.401e-02, eta: 5:57:20, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.6165, top5_acc: 0.8124, loss_cls: 1.6302, loss: 1.6302, grad_norm: 3.0248 2020-08-19 08:54:12,918 - mmaction - INFO - Epoch [232][200/627] lr: 1.401e-02, eta: 5:56:52, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.6232, top5_acc: 0.8197, loss_cls: 1.6049, loss: 1.6049, grad_norm: 2.9489 2020-08-19 08:54:40,581 - mmaction - INFO - Epoch [232][220/627] lr: 1.401e-02, eta: 5:56:24, time: 1.385, data_time: 0.006, memory: 8470, top1_acc: 0.6180, top5_acc: 0.8139, loss_cls: 1.6267, loss: 1.6267, grad_norm: 2.9886 2020-08-19 08:55:08,435 - mmaction - INFO - Epoch [232][240/627] lr: 1.401e-02, eta: 5:55:57, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.6201, top5_acc: 0.8234, loss_cls: 1.6047, loss: 1.6047, grad_norm: 3.0100 2020-08-19 08:55:33,883 - mmaction - INFO - Epoch [232][260/627] lr: 1.401e-02, eta: 5:55:29, time: 1.273, data_time: 0.004, memory: 8470, top1_acc: 0.6299, top5_acc: 0.8298, loss_cls: 1.5786, loss: 1.5786, grad_norm: 2.9611 2020-08-19 08:55:59,349 - mmaction - INFO - Epoch [232][280/627] lr: 1.401e-02, eta: 5:55:01, time: 1.274, data_time: 0.007, memory: 8470, top1_acc: 0.6233, top5_acc: 0.8260, loss_cls: 1.5773, loss: 1.5773, grad_norm: 2.9934 2020-08-19 08:56:27,415 - mmaction - INFO - Epoch [232][300/627] lr: 1.401e-02, eta: 5:54:33, time: 1.403, data_time: 0.007, memory: 8470, top1_acc: 0.6297, top5_acc: 0.8329, loss_cls: 1.5436, loss: 1.5436, grad_norm: 3.0022 2020-08-19 08:56:54,043 - mmaction - INFO - Epoch [232][320/627] lr: 1.401e-02, eta: 5:54:05, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.6267, top5_acc: 0.8212, loss_cls: 1.6013, loss: 1.6013, grad_norm: 2.9764 2020-08-19 08:57:20,051 - mmaction - INFO - Epoch [232][340/627] lr: 1.401e-02, eta: 5:53:38, time: 1.299, data_time: 0.003, memory: 8470, top1_acc: 0.6216, top5_acc: 0.8124, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.0001 2020-08-19 08:57:46,538 - mmaction - INFO - Epoch [232][360/627] lr: 1.401e-02, eta: 5:53:10, time: 1.325, data_time: 0.008, memory: 8470, top1_acc: 0.6178, top5_acc: 0.8199, loss_cls: 1.6069, loss: 1.6069, grad_norm: 3.0312 2020-08-19 08:58:14,631 - mmaction - INFO - Epoch [232][380/627] lr: 1.401e-02, eta: 5:52:42, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.6299, top5_acc: 0.8245, loss_cls: 1.5930, loss: 1.5930, grad_norm: 3.0237 2020-08-19 08:58:39,960 - mmaction - INFO - Epoch [232][400/627] lr: 1.401e-02, eta: 5:52:14, time: 1.266, data_time: 0.006, memory: 8470, top1_acc: 0.6190, top5_acc: 0.8186, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.0544 2020-08-19 08:59:05,861 - mmaction - INFO - Epoch [232][420/627] lr: 1.401e-02, eta: 5:51:46, time: 1.293, data_time: 0.006, memory: 8470, top1_acc: 0.6083, top5_acc: 0.8197, loss_cls: 1.6354, loss: 1.6354, grad_norm: 3.0121 2020-08-19 08:59:33,544 - mmaction - INFO - Epoch [232][440/627] lr: 1.401e-02, eta: 5:51:19, time: 1.385, data_time: 0.005, memory: 8470, top1_acc: 0.6247, top5_acc: 0.8211, loss_cls: 1.5929, loss: 1.5929, grad_norm: 2.9947 2020-08-19 09:00:00,256 - mmaction - INFO - Epoch [232][460/627] lr: 1.401e-02, eta: 5:50:51, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.6316, top5_acc: 0.8249, loss_cls: 1.5690, loss: 1.5690, grad_norm: 2.9623 2020-08-19 09:00:28,119 - mmaction - INFO - Epoch [232][480/627] lr: 1.401e-02, eta: 5:50:23, time: 1.386, data_time: 0.008, memory: 8470, top1_acc: 0.6173, top5_acc: 0.8176, loss_cls: 1.6197, loss: 1.6197, grad_norm: 3.0060 2020-08-19 09:00:55,164 - mmaction - INFO - Epoch [232][500/627] lr: 1.401e-02, eta: 5:49:56, time: 1.361, data_time: 0.023, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5908, loss: 1.5908, grad_norm: 3.0392 2020-08-19 09:01:20,858 - mmaction - INFO - Epoch [232][520/627] lr: 1.401e-02, eta: 5:49:28, time: 1.286, data_time: 0.005, memory: 8470, top1_acc: 0.6293, top5_acc: 0.8221, loss_cls: 1.5773, loss: 1.5773, grad_norm: 2.9737 2020-08-19 09:01:47,240 - mmaction - INFO - Epoch [232][540/627] lr: 1.401e-02, eta: 5:49:00, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.6168, top5_acc: 0.8188, loss_cls: 1.6327, loss: 1.6327, grad_norm: 3.0325 2020-08-19 09:02:14,389 - mmaction - INFO - Epoch [232][560/627] lr: 1.401e-02, eta: 5:48:32, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.6184, top5_acc: 0.8181, loss_cls: 1.6088, loss: 1.6088, grad_norm: 3.0153 2020-08-19 09:02:40,157 - mmaction - INFO - Epoch [232][580/627] lr: 1.401e-02, eta: 5:48:04, time: 1.287, data_time: 0.006, memory: 8470, top1_acc: 0.6177, top5_acc: 0.8225, loss_cls: 1.6207, loss: 1.6207, grad_norm: 3.0787 2020-08-19 09:03:06,724 - mmaction - INFO - Epoch [232][600/627] lr: 1.401e-02, eta: 5:47:36, time: 1.331, data_time: 0.006, memory: 8470, top1_acc: 0.6154, top5_acc: 0.8160, loss_cls: 1.6169, loss: 1.6169, grad_norm: 3.0344 2020-08-19 09:03:33,216 - mmaction - INFO - Epoch [232][620/627] lr: 1.401e-02, eta: 5:47:09, time: 1.323, data_time: 0.005, memory: 8470, top1_acc: 0.6270, top5_acc: 0.8208, loss_cls: 1.5784, loss: 1.5784, grad_norm: 2.9850 2020-08-19 09:03:43,751 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-08-19 09:04:17,800 - mmaction - INFO - Epoch [233][20/627] lr: 1.292e-02, eta: 5:46:31, time: 1.579, data_time: 0.421, memory: 8470, top1_acc: 0.6164, top5_acc: 0.8233, loss_cls: 1.5989, loss: 1.5989, grad_norm: 3.0120 2020-08-19 09:04:45,135 - mmaction - INFO - Epoch [233][40/627] lr: 1.292e-02, eta: 5:46:03, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.6288, top5_acc: 0.8241, loss_cls: 1.5699, loss: 1.5699, grad_norm: 2.9979 2020-08-19 09:05:11,615 - mmaction - INFO - Epoch [233][60/627] lr: 1.292e-02, eta: 5:45:35, time: 1.326, data_time: 0.007, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8262, loss_cls: 1.5688, loss: 1.5688, grad_norm: 2.9977 2020-08-19 09:05:37,687 - mmaction - INFO - Epoch [233][80/627] lr: 1.292e-02, eta: 5:45:07, time: 1.304, data_time: 0.004, memory: 8470, top1_acc: 0.6315, top5_acc: 0.8220, loss_cls: 1.5828, loss: 1.5828, grad_norm: 3.0372 2020-08-19 09:06:04,839 - mmaction - INFO - Epoch [233][100/627] lr: 1.292e-02, eta: 5:44:40, time: 1.356, data_time: 0.005, memory: 8470, top1_acc: 0.6178, top5_acc: 0.8242, loss_cls: 1.6117, loss: 1.6117, grad_norm: 3.1142 2020-08-19 09:06:33,712 - mmaction - INFO - Epoch [233][120/627] lr: 1.292e-02, eta: 5:44:12, time: 1.445, data_time: 0.006, memory: 8470, top1_acc: 0.6288, top5_acc: 0.8202, loss_cls: 1.5960, loss: 1.5960, grad_norm: 3.0174 2020-08-19 09:07:01,078 - mmaction - INFO - Epoch [233][140/627] lr: 1.292e-02, eta: 5:43:44, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.6197, top5_acc: 0.8211, loss_cls: 1.5922, loss: 1.5922, grad_norm: 3.0526 2020-08-19 09:07:28,987 - mmaction - INFO - Epoch [233][160/627] lr: 1.292e-02, eta: 5:43:17, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.6191, top5_acc: 0.8217, loss_cls: 1.5862, loss: 1.5862, grad_norm: 3.0767 2020-08-19 09:07:55,316 - mmaction - INFO - Epoch [233][180/627] lr: 1.292e-02, eta: 5:42:49, time: 1.316, data_time: 0.006, memory: 8470, top1_acc: 0.6236, top5_acc: 0.8186, loss_cls: 1.6104, loss: 1.6104, grad_norm: 3.0158 2020-08-19 09:08:22,450 - mmaction - INFO - Epoch [233][200/627] lr: 1.292e-02, eta: 5:42:21, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.6254, top5_acc: 0.8233, loss_cls: 1.5993, loss: 1.5993, grad_norm: 2.9636 2020-08-19 09:08:47,865 - mmaction - INFO - Epoch [233][220/627] lr: 1.292e-02, eta: 5:41:53, time: 1.271, data_time: 0.002, memory: 8470, top1_acc: 0.6188, top5_acc: 0.8275, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.0671 2020-08-19 09:09:15,338 - mmaction - INFO - Epoch [233][240/627] lr: 1.292e-02, eta: 5:41:26, time: 1.374, data_time: 0.004, memory: 8470, top1_acc: 0.6249, top5_acc: 0.8193, loss_cls: 1.6093, loss: 1.6093, grad_norm: 3.0530 2020-08-19 09:09:42,414 - mmaction - INFO - Epoch [233][260/627] lr: 1.292e-02, eta: 5:40:58, time: 1.354, data_time: 0.007, memory: 8470, top1_acc: 0.6228, top5_acc: 0.8191, loss_cls: 1.5993, loss: 1.5993, grad_norm: 3.0013 2020-08-19 09:10:09,748 - mmaction - INFO - Epoch [233][280/627] lr: 1.292e-02, eta: 5:40:30, time: 1.367, data_time: 0.002, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8217, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.0683 2020-08-19 09:10:36,985 - mmaction - INFO - Epoch [233][300/627] lr: 1.292e-02, eta: 5:40:03, time: 1.361, data_time: 0.002, memory: 8470, top1_acc: 0.6259, top5_acc: 0.8294, loss_cls: 1.5658, loss: 1.5658, grad_norm: 3.0878 2020-08-19 09:11:02,959 - mmaction - INFO - Epoch [233][320/627] lr: 1.292e-02, eta: 5:39:35, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.6249, top5_acc: 0.8201, loss_cls: 1.5829, loss: 1.5829, grad_norm: 3.0610 2020-08-19 09:11:28,710 - mmaction - INFO - Epoch [233][340/627] lr: 1.292e-02, eta: 5:39:07, time: 1.286, data_time: 0.006, memory: 8470, top1_acc: 0.6185, top5_acc: 0.8150, loss_cls: 1.6366, loss: 1.6366, grad_norm: 3.0846 2020-08-19 09:11:55,346 - mmaction - INFO - Epoch [233][360/627] lr: 1.292e-02, eta: 5:38:39, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.6214, top5_acc: 0.8117, loss_cls: 1.6199, loss: 1.6199, grad_norm: 3.0553 2020-08-19 09:12:22,078 - mmaction - INFO - Epoch [233][380/627] lr: 1.292e-02, eta: 5:38:11, time: 1.335, data_time: 0.005, memory: 8470, top1_acc: 0.6272, top5_acc: 0.8203, loss_cls: 1.6012, loss: 1.6012, grad_norm: 3.0599 2020-08-19 09:12:49,448 - mmaction - INFO - Epoch [233][400/627] lr: 1.292e-02, eta: 5:37:44, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8258, loss_cls: 1.5655, loss: 1.5655, grad_norm: 3.0179 2020-08-19 09:13:15,169 - mmaction - INFO - Epoch [233][420/627] lr: 1.292e-02, eta: 5:37:16, time: 1.285, data_time: 0.004, memory: 8470, top1_acc: 0.6279, top5_acc: 0.8288, loss_cls: 1.5509, loss: 1.5509, grad_norm: 3.0364 2020-08-19 09:13:41,251 - mmaction - INFO - Epoch [233][440/627] lr: 1.292e-02, eta: 5:36:48, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.6221, top5_acc: 0.8258, loss_cls: 1.5711, loss: 1.5711, grad_norm: 3.0610 2020-08-19 09:14:07,972 - mmaction - INFO - Epoch [233][460/627] lr: 1.292e-02, eta: 5:36:20, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.6246, top5_acc: 0.8219, loss_cls: 1.5866, loss: 1.5866, grad_norm: 3.0247 2020-08-19 09:14:35,140 - mmaction - INFO - Epoch [233][480/627] lr: 1.292e-02, eta: 5:35:52, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.6178, top5_acc: 0.8186, loss_cls: 1.6219, loss: 1.6219, grad_norm: 3.0958 2020-08-19 09:15:01,060 - mmaction - INFO - Epoch [233][500/627] lr: 1.292e-02, eta: 5:35:25, time: 1.297, data_time: 0.006, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8268, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.0454 2020-08-19 09:15:29,862 - mmaction - INFO - Epoch [233][520/627] lr: 1.292e-02, eta: 5:34:57, time: 1.439, data_time: 0.007, memory: 8470, top1_acc: 0.6214, top5_acc: 0.8243, loss_cls: 1.5785, loss: 1.5785, grad_norm: 3.0339 2020-08-19 09:15:57,014 - mmaction - INFO - Epoch [233][540/627] lr: 1.292e-02, eta: 5:34:29, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.6311, top5_acc: 0.8220, loss_cls: 1.5901, loss: 1.5901, grad_norm: 3.0734 2020-08-19 09:16:23,815 - mmaction - INFO - Epoch [233][560/627] lr: 1.292e-02, eta: 5:34:02, time: 1.339, data_time: 0.006, memory: 8470, top1_acc: 0.6237, top5_acc: 0.8210, loss_cls: 1.6012, loss: 1.6012, grad_norm: 3.0923 2020-08-19 09:16:51,255 - mmaction - INFO - Epoch [233][580/627] lr: 1.292e-02, eta: 5:33:34, time: 1.372, data_time: 0.008, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8198, loss_cls: 1.5967, loss: 1.5967, grad_norm: 3.0936 2020-08-19 09:17:16,952 - mmaction - INFO - Epoch [233][600/627] lr: 1.292e-02, eta: 5:33:06, time: 1.286, data_time: 0.004, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8176, loss_cls: 1.6014, loss: 1.6014, grad_norm: 3.0598 2020-08-19 09:17:45,260 - mmaction - INFO - Epoch [233][620/627] lr: 1.292e-02, eta: 5:32:38, time: 1.416, data_time: 0.003, memory: 8470, top1_acc: 0.6294, top5_acc: 0.8219, loss_cls: 1.5861, loss: 1.5861, grad_norm: 3.0493 2020-08-19 09:18:25,747 - mmaction - INFO - Epoch [234][20/627] lr: 1.187e-02, eta: 5:32:00, time: 1.543, data_time: 0.410, memory: 8470, top1_acc: 0.6264, top5_acc: 0.8279, loss_cls: 1.5614, loss: 1.5614, grad_norm: 3.0557 2020-08-19 09:18:53,295 - mmaction - INFO - Epoch [234][40/627] lr: 1.187e-02, eta: 5:31:33, time: 1.377, data_time: 0.002, memory: 8470, top1_acc: 0.6367, top5_acc: 0.8254, loss_cls: 1.5442, loss: 1.5442, grad_norm: 3.0473 2020-08-19 09:19:19,007 - mmaction - INFO - Epoch [234][60/627] lr: 1.187e-02, eta: 5:31:05, time: 1.283, data_time: 0.006, memory: 8470, top1_acc: 0.6247, top5_acc: 0.8197, loss_cls: 1.5715, loss: 1.5715, grad_norm: 3.0556 2020-08-19 09:19:46,237 - mmaction - INFO - Epoch [234][80/627] lr: 1.187e-02, eta: 5:30:37, time: 1.363, data_time: 0.005, memory: 8470, top1_acc: 0.6345, top5_acc: 0.8212, loss_cls: 1.5565, loss: 1.5565, grad_norm: 3.0809 2020-08-19 09:20:12,470 - mmaction - INFO - Epoch [234][100/627] lr: 1.187e-02, eta: 5:30:09, time: 1.310, data_time: 0.006, memory: 8470, top1_acc: 0.6260, top5_acc: 0.8286, loss_cls: 1.5639, loss: 1.5639, grad_norm: 3.0804 2020-08-19 09:20:39,942 - mmaction - INFO - Epoch [234][120/627] lr: 1.187e-02, eta: 5:29:42, time: 1.376, data_time: 0.006, memory: 8470, top1_acc: 0.6232, top5_acc: 0.8134, loss_cls: 1.6209, loss: 1.6209, grad_norm: 3.0632 2020-08-19 09:21:06,541 - mmaction - INFO - Epoch [234][140/627] lr: 1.187e-02, eta: 5:29:14, time: 1.328, data_time: 0.007, memory: 8470, top1_acc: 0.6266, top5_acc: 0.8272, loss_cls: 1.5748, loss: 1.5748, grad_norm: 3.0876 2020-08-19 09:21:33,536 - mmaction - INFO - Epoch [234][160/627] lr: 1.187e-02, eta: 5:28:46, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.6277, top5_acc: 0.8233, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.0830 2020-08-19 09:22:00,283 - mmaction - INFO - Epoch [234][180/627] lr: 1.187e-02, eta: 5:28:18, time: 1.336, data_time: 0.006, memory: 8470, top1_acc: 0.6306, top5_acc: 0.8245, loss_cls: 1.5718, loss: 1.5718, grad_norm: 3.0719 2020-08-19 09:22:26,756 - mmaction - INFO - Epoch [234][200/627] lr: 1.187e-02, eta: 5:27:51, time: 1.325, data_time: 0.006, memory: 8470, top1_acc: 0.6348, top5_acc: 0.8284, loss_cls: 1.5533, loss: 1.5533, grad_norm: 3.0880 2020-08-19 09:22:53,752 - mmaction - INFO - Epoch [234][220/627] lr: 1.187e-02, eta: 5:27:23, time: 1.350, data_time: 0.002, memory: 8470, top1_acc: 0.6294, top5_acc: 0.8230, loss_cls: 1.5680, loss: 1.5680, grad_norm: 3.0284 2020-08-19 09:23:19,843 - mmaction - INFO - Epoch [234][240/627] lr: 1.187e-02, eta: 5:26:55, time: 1.303, data_time: 0.006, memory: 8470, top1_acc: 0.6437, top5_acc: 0.8285, loss_cls: 1.5253, loss: 1.5253, grad_norm: 3.0461 2020-08-19 09:23:47,592 - mmaction - INFO - Epoch [234][260/627] lr: 1.187e-02, eta: 5:26:27, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8223, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.1287 2020-08-19 09:24:13,406 - mmaction - INFO - Epoch [234][280/627] lr: 1.187e-02, eta: 5:26:00, time: 1.290, data_time: 0.006, memory: 8470, top1_acc: 0.6258, top5_acc: 0.8216, loss_cls: 1.5827, loss: 1.5827, grad_norm: 3.1040 2020-08-19 09:24:40,304 - mmaction - INFO - Epoch [234][300/627] lr: 1.187e-02, eta: 5:25:32, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.6281, top5_acc: 0.8246, loss_cls: 1.5530, loss: 1.5530, grad_norm: 3.1190 2020-08-19 09:25:08,593 - mmaction - INFO - Epoch [234][320/627] lr: 1.187e-02, eta: 5:25:04, time: 1.414, data_time: 0.004, memory: 8470, top1_acc: 0.6191, top5_acc: 0.8178, loss_cls: 1.6180, loss: 1.6180, grad_norm: 3.1158 2020-08-19 09:25:33,749 - mmaction - INFO - Epoch [234][340/627] lr: 1.187e-02, eta: 5:24:36, time: 1.258, data_time: 0.002, memory: 8470, top1_acc: 0.6302, top5_acc: 0.8210, loss_cls: 1.5891, loss: 1.5891, grad_norm: 3.0498 2020-08-19 09:26:01,170 - mmaction - INFO - Epoch [234][360/627] lr: 1.187e-02, eta: 5:24:09, time: 1.370, data_time: 0.006, memory: 8470, top1_acc: 0.6316, top5_acc: 0.8268, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.1200 2020-08-19 09:26:28,162 - mmaction - INFO - Epoch [234][380/627] lr: 1.187e-02, eta: 5:23:41, time: 1.350, data_time: 0.003, memory: 8470, top1_acc: 0.6266, top5_acc: 0.8233, loss_cls: 1.5855, loss: 1.5855, grad_norm: 3.0972 2020-08-19 09:26:54,473 - mmaction - INFO - Epoch [234][400/627] lr: 1.187e-02, eta: 5:23:13, time: 1.316, data_time: 0.005, memory: 8470, top1_acc: 0.6242, top5_acc: 0.8275, loss_cls: 1.5806, loss: 1.5806, grad_norm: 3.0812 2020-08-19 09:27:21,438 - mmaction - INFO - Epoch [234][420/627] lr: 1.187e-02, eta: 5:22:45, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.6255, top5_acc: 0.8257, loss_cls: 1.5962, loss: 1.5962, grad_norm: 3.1448 2020-08-19 09:27:47,747 - mmaction - INFO - Epoch [234][440/627] lr: 1.187e-02, eta: 5:22:18, time: 1.314, data_time: 0.002, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8307, loss_cls: 1.5241, loss: 1.5241, grad_norm: 3.1050 2020-08-19 09:28:16,287 - mmaction - INFO - Epoch [234][460/627] lr: 1.187e-02, eta: 5:21:50, time: 1.427, data_time: 0.006, memory: 8470, top1_acc: 0.6263, top5_acc: 0.8262, loss_cls: 1.5609, loss: 1.5609, grad_norm: 3.0516 2020-08-19 09:28:41,787 - mmaction - INFO - Epoch [234][480/627] lr: 1.187e-02, eta: 5:21:22, time: 1.275, data_time: 0.004, memory: 8470, top1_acc: 0.6172, top5_acc: 0.8217, loss_cls: 1.5887, loss: 1.5887, grad_norm: 3.1251 2020-08-19 09:29:08,029 - mmaction - INFO - Epoch [234][500/627] lr: 1.187e-02, eta: 5:20:54, time: 1.313, data_time: 0.008, memory: 8470, top1_acc: 0.6176, top5_acc: 0.8160, loss_cls: 1.6312, loss: 1.6312, grad_norm: 3.1446 2020-08-19 09:29:35,891 - mmaction - INFO - Epoch [234][520/627] lr: 1.187e-02, eta: 5:20:27, time: 1.391, data_time: 0.006, memory: 8470, top1_acc: 0.6335, top5_acc: 0.8329, loss_cls: 1.5462, loss: 1.5462, grad_norm: 3.0653 2020-08-19 09:30:03,568 - mmaction - INFO - Epoch [234][540/627] lr: 1.187e-02, eta: 5:19:59, time: 1.386, data_time: 0.007, memory: 8470, top1_acc: 0.6268, top5_acc: 0.8264, loss_cls: 1.5783, loss: 1.5783, grad_norm: 3.1248 2020-08-19 09:30:30,271 - mmaction - INFO - Epoch [234][560/627] lr: 1.187e-02, eta: 5:19:31, time: 1.335, data_time: 0.003, memory: 8470, top1_acc: 0.6249, top5_acc: 0.8206, loss_cls: 1.5832, loss: 1.5832, grad_norm: 3.1081 2020-08-19 09:30:55,528 - mmaction - INFO - Epoch [234][580/627] lr: 1.187e-02, eta: 5:19:03, time: 1.261, data_time: 0.005, memory: 8470, top1_acc: 0.6199, top5_acc: 0.8180, loss_cls: 1.6093, loss: 1.6093, grad_norm: 3.0994 2020-08-19 09:31:23,709 - mmaction - INFO - Epoch [234][600/627] lr: 1.187e-02, eta: 5:18:36, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.6273, top5_acc: 0.8312, loss_cls: 1.5707, loss: 1.5707, grad_norm: 3.1081 2020-08-19 09:31:49,812 - mmaction - INFO - Epoch [234][620/627] lr: 1.187e-02, eta: 5:18:08, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.6301, top5_acc: 0.8270, loss_cls: 1.5602, loss: 1.5602, grad_norm: 3.1044 2020-08-19 09:32:30,785 - mmaction - INFO - Epoch [235][20/627] lr: 1.087e-02, eta: 5:17:30, time: 1.624, data_time: 0.404, memory: 8470, top1_acc: 0.6350, top5_acc: 0.8267, loss_cls: 1.5391, loss: 1.5391, grad_norm: 3.0731 2020-08-19 09:32:57,369 - mmaction - INFO - Epoch [235][40/627] lr: 1.087e-02, eta: 5:17:02, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8276, loss_cls: 1.5168, loss: 1.5168, grad_norm: 3.0449 2020-08-19 09:33:25,341 - mmaction - INFO - Epoch [235][60/627] lr: 1.087e-02, eta: 5:16:35, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.6340, top5_acc: 0.8255, loss_cls: 1.5570, loss: 1.5570, grad_norm: 3.1315 2020-08-19 09:33:54,508 - mmaction - INFO - Epoch [235][80/627] lr: 1.087e-02, eta: 5:16:07, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.6275, top5_acc: 0.8206, loss_cls: 1.5776, loss: 1.5776, grad_norm: 3.1298 2020-08-19 09:34:21,528 - mmaction - INFO - Epoch [235][100/627] lr: 1.087e-02, eta: 5:15:40, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.6362, top5_acc: 0.8292, loss_cls: 1.5544, loss: 1.5544, grad_norm: 3.1150 2020-08-19 09:34:51,636 - mmaction - INFO - Epoch [235][120/627] lr: 1.087e-02, eta: 5:15:12, time: 1.507, data_time: 0.005, memory: 8470, top1_acc: 0.6353, top5_acc: 0.8285, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.0718 2020-08-19 09:35:19,132 - mmaction - INFO - Epoch [235][140/627] lr: 1.087e-02, eta: 5:14:44, time: 1.373, data_time: 0.005, memory: 8470, top1_acc: 0.6410, top5_acc: 0.8310, loss_cls: 1.5153, loss: 1.5153, grad_norm: 3.1258 2020-08-19 09:35:47,021 - mmaction - INFO - Epoch [235][160/627] lr: 1.087e-02, eta: 5:14:17, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.6315, top5_acc: 0.8199, loss_cls: 1.5788, loss: 1.5788, grad_norm: 3.1281 2020-08-19 09:36:14,242 - mmaction - INFO - Epoch [235][180/627] lr: 1.087e-02, eta: 5:13:49, time: 1.359, data_time: 0.005, memory: 8470, top1_acc: 0.6223, top5_acc: 0.8251, loss_cls: 1.5846, loss: 1.5846, grad_norm: 3.1212 2020-08-19 09:36:43,586 - mmaction - INFO - Epoch [235][200/627] lr: 1.087e-02, eta: 5:13:22, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8305, loss_cls: 1.5225, loss: 1.5225, grad_norm: 3.1013 2020-08-19 09:37:11,516 - mmaction - INFO - Epoch [235][220/627] lr: 1.087e-02, eta: 5:12:54, time: 1.394, data_time: 0.005, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8238, loss_cls: 1.5598, loss: 1.5598, grad_norm: 3.1072 2020-08-19 09:37:38,201 - mmaction - INFO - Epoch [235][240/627] lr: 1.087e-02, eta: 5:12:26, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.6286, top5_acc: 0.8240, loss_cls: 1.5659, loss: 1.5659, grad_norm: 3.1358 2020-08-19 09:38:06,568 - mmaction - INFO - Epoch [235][260/627] lr: 1.087e-02, eta: 5:11:59, time: 1.418, data_time: 0.002, memory: 8470, top1_acc: 0.6320, top5_acc: 0.8270, loss_cls: 1.5555, loss: 1.5555, grad_norm: 3.1356 2020-08-19 09:38:35,352 - mmaction - INFO - Epoch [235][280/627] lr: 1.087e-02, eta: 5:11:31, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8296, loss_cls: 1.5485, loss: 1.5485, grad_norm: 3.1249 2020-08-19 09:39:03,634 - mmaction - INFO - Epoch [235][300/627] lr: 1.087e-02, eta: 5:11:03, time: 1.415, data_time: 0.005, memory: 8470, top1_acc: 0.6290, top5_acc: 0.8219, loss_cls: 1.5844, loss: 1.5844, grad_norm: 3.1657 2020-08-19 09:39:31,377 - mmaction - INFO - Epoch [235][320/627] lr: 1.087e-02, eta: 5:10:36, time: 1.386, data_time: 0.006, memory: 8470, top1_acc: 0.6281, top5_acc: 0.8283, loss_cls: 1.5620, loss: 1.5620, grad_norm: 3.1454 2020-08-19 09:39:59,150 - mmaction - INFO - Epoch [235][340/627] lr: 1.087e-02, eta: 5:10:08, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.6284, top5_acc: 0.8257, loss_cls: 1.5540, loss: 1.5540, grad_norm: 3.1131 2020-08-19 09:40:28,023 - mmaction - INFO - Epoch [235][360/627] lr: 1.087e-02, eta: 5:09:41, time: 1.442, data_time: 0.006, memory: 8470, top1_acc: 0.6355, top5_acc: 0.8290, loss_cls: 1.5449, loss: 1.5449, grad_norm: 3.1368 2020-08-19 09:40:57,522 - mmaction - INFO - Epoch [235][380/627] lr: 1.087e-02, eta: 5:09:13, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.6358, top5_acc: 0.8316, loss_cls: 1.5295, loss: 1.5295, grad_norm: 3.1309 2020-08-19 09:41:27,808 - mmaction - INFO - Epoch [235][400/627] lr: 1.087e-02, eta: 5:08:46, time: 1.513, data_time: 0.005, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8237, loss_cls: 1.5729, loss: 1.5729, grad_norm: 3.1595 2020-08-19 09:41:57,657 - mmaction - INFO - Epoch [235][420/627] lr: 1.087e-02, eta: 5:08:18, time: 1.492, data_time: 0.005, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8220, loss_cls: 1.5784, loss: 1.5784, grad_norm: 3.1774 2020-08-19 09:42:26,800 - mmaction - INFO - Epoch [235][440/627] lr: 1.087e-02, eta: 5:07:51, time: 1.459, data_time: 0.005, memory: 8470, top1_acc: 0.6332, top5_acc: 0.8326, loss_cls: 1.5340, loss: 1.5340, grad_norm: 3.1292 2020-08-19 09:42:55,800 - mmaction - INFO - Epoch [235][460/627] lr: 1.087e-02, eta: 5:07:23, time: 1.448, data_time: 0.004, memory: 8470, top1_acc: 0.6233, top5_acc: 0.8267, loss_cls: 1.5724, loss: 1.5724, grad_norm: 3.1914 2020-08-19 09:43:24,590 - mmaction - INFO - Epoch [235][480/627] lr: 1.087e-02, eta: 5:06:56, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.6307, top5_acc: 0.8275, loss_cls: 1.5466, loss: 1.5466, grad_norm: 3.1384 2020-08-19 09:43:54,285 - mmaction - INFO - Epoch [235][500/627] lr: 1.087e-02, eta: 5:06:28, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.6328, top5_acc: 0.8298, loss_cls: 1.5325, loss: 1.5325, grad_norm: 3.0906 2020-08-19 09:44:23,925 - mmaction - INFO - Epoch [235][520/627] lr: 1.087e-02, eta: 5:06:01, time: 1.483, data_time: 0.003, memory: 8470, top1_acc: 0.6384, top5_acc: 0.8272, loss_cls: 1.5408, loss: 1.5408, grad_norm: 3.1562 2020-08-19 09:44:53,062 - mmaction - INFO - Epoch [235][540/627] lr: 1.087e-02, eta: 5:05:33, time: 1.455, data_time: 0.005, memory: 8470, top1_acc: 0.6310, top5_acc: 0.8346, loss_cls: 1.5508, loss: 1.5508, grad_norm: 3.1176 2020-08-19 09:45:21,990 - mmaction - INFO - Epoch [235][560/627] lr: 1.087e-02, eta: 5:05:06, time: 1.448, data_time: 0.005, memory: 8470, top1_acc: 0.6398, top5_acc: 0.8294, loss_cls: 1.5319, loss: 1.5319, grad_norm: 3.1354 2020-08-19 09:45:50,662 - mmaction - INFO - Epoch [235][580/627] lr: 1.087e-02, eta: 5:04:38, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.6220, top5_acc: 0.8251, loss_cls: 1.5822, loss: 1.5822, grad_norm: 3.1740 2020-08-19 09:46:19,986 - mmaction - INFO - Epoch [235][600/627] lr: 1.087e-02, eta: 5:04:10, time: 1.464, data_time: 0.006, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8247, loss_cls: 1.5616, loss: 1.5616, grad_norm: 3.1509 2020-08-19 09:46:48,429 - mmaction - INFO - Epoch [235][620/627] lr: 1.087e-02, eta: 5:03:43, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.6306, top5_acc: 0.8271, loss_cls: 1.5626, loss: 1.5626, grad_norm: 3.1959 2020-08-19 09:47:30,427 - mmaction - INFO - Epoch [236][20/627] lr: 9.907e-03, eta: 5:03:05, time: 1.652, data_time: 0.375, memory: 8470, top1_acc: 0.6361, top5_acc: 0.8339, loss_cls: 1.5211, loss: 1.5211, grad_norm: 3.1083 2020-08-19 09:47:59,664 - mmaction - INFO - Epoch [236][40/627] lr: 9.907e-03, eta: 5:02:38, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.6427, top5_acc: 0.8302, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.0940 2020-08-19 09:48:28,231 - mmaction - INFO - Epoch [236][60/627] lr: 9.907e-03, eta: 5:02:10, time: 1.430, data_time: 0.007, memory: 8470, top1_acc: 0.6413, top5_acc: 0.8275, loss_cls: 1.5370, loss: 1.5370, grad_norm: 3.1278 2020-08-19 09:48:57,249 - mmaction - INFO - Epoch [236][80/627] lr: 9.907e-03, eta: 5:01:42, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8383, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.1578 2020-08-19 09:49:26,294 - mmaction - INFO - Epoch [236][100/627] lr: 9.907e-03, eta: 5:01:15, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.6395, top5_acc: 0.8215, loss_cls: 1.5486, loss: 1.5486, grad_norm: 3.1440 2020-08-19 09:49:54,672 - mmaction - INFO - Epoch [236][120/627] lr: 9.907e-03, eta: 5:00:47, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.6415, top5_acc: 0.8306, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.1335 2020-08-19 09:50:23,550 - mmaction - INFO - Epoch [236][140/627] lr: 9.907e-03, eta: 5:00:20, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.6422, top5_acc: 0.8337, loss_cls: 1.5128, loss: 1.5128, grad_norm: 3.1429 2020-08-19 09:50:53,352 - mmaction - INFO - Epoch [236][160/627] lr: 9.907e-03, eta: 4:59:52, time: 1.493, data_time: 0.006, memory: 8470, top1_acc: 0.6380, top5_acc: 0.8324, loss_cls: 1.5182, loss: 1.5182, grad_norm: 3.1323 2020-08-19 09:51:21,683 - mmaction - INFO - Epoch [236][180/627] lr: 9.907e-03, eta: 4:59:25, time: 1.416, data_time: 0.002, memory: 8470, top1_acc: 0.6288, top5_acc: 0.8268, loss_cls: 1.5534, loss: 1.5534, grad_norm: 3.1944 2020-08-19 09:51:50,331 - mmaction - INFO - Epoch [236][200/627] lr: 9.907e-03, eta: 4:58:57, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.6326, top5_acc: 0.8238, loss_cls: 1.5564, loss: 1.5564, grad_norm: 3.1903 2020-08-19 09:52:20,384 - mmaction - INFO - Epoch [236][220/627] lr: 9.907e-03, eta: 4:58:30, time: 1.504, data_time: 0.006, memory: 8470, top1_acc: 0.6411, top5_acc: 0.8299, loss_cls: 1.5185, loss: 1.5185, grad_norm: 3.1250 2020-08-19 09:52:48,322 - mmaction - INFO - Epoch [236][240/627] lr: 9.907e-03, eta: 4:58:02, time: 1.397, data_time: 0.008, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8353, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.1361 2020-08-19 09:53:17,234 - mmaction - INFO - Epoch [236][260/627] lr: 9.907e-03, eta: 4:57:34, time: 1.446, data_time: 0.003, memory: 8470, top1_acc: 0.6353, top5_acc: 0.8253, loss_cls: 1.5612, loss: 1.5612, grad_norm: 3.2569 2020-08-19 09:53:47,118 - mmaction - INFO - Epoch [236][280/627] lr: 9.907e-03, eta: 4:57:07, time: 1.491, data_time: 0.004, memory: 8470, top1_acc: 0.6413, top5_acc: 0.8293, loss_cls: 1.5484, loss: 1.5484, grad_norm: 3.2440 2020-08-19 09:54:15,607 - mmaction - INFO - Epoch [236][300/627] lr: 9.907e-03, eta: 4:56:39, time: 1.427, data_time: 0.007, memory: 8470, top1_acc: 0.6402, top5_acc: 0.8279, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.1343 2020-08-19 09:54:44,684 - mmaction - INFO - Epoch [236][320/627] lr: 9.907e-03, eta: 4:56:12, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.6431, top5_acc: 0.8307, loss_cls: 1.4999, loss: 1.4999, grad_norm: 3.1581 2020-08-19 09:55:13,698 - mmaction - INFO - Epoch [236][340/627] lr: 9.907e-03, eta: 4:55:44, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.6358, top5_acc: 0.8277, loss_cls: 1.5428, loss: 1.5428, grad_norm: 3.1430 2020-08-19 09:55:41,571 - mmaction - INFO - Epoch [236][360/627] lr: 9.907e-03, eta: 4:55:17, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.6499, top5_acc: 0.8378, loss_cls: 1.4823, loss: 1.4823, grad_norm: 3.0954 2020-08-19 09:56:09,215 - mmaction - INFO - Epoch [236][380/627] lr: 9.907e-03, eta: 4:54:49, time: 1.380, data_time: 0.005, memory: 8470, top1_acc: 0.6393, top5_acc: 0.8320, loss_cls: 1.5427, loss: 1.5427, grad_norm: 3.1419 2020-08-19 09:56:36,699 - mmaction - INFO - Epoch [236][400/627] lr: 9.907e-03, eta: 4:54:21, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.6414, top5_acc: 0.8284, loss_cls: 1.5174, loss: 1.5174, grad_norm: 3.1813 2020-08-19 09:57:04,485 - mmaction - INFO - Epoch [236][420/627] lr: 9.907e-03, eta: 4:53:54, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.6365, top5_acc: 0.8234, loss_cls: 1.5456, loss: 1.5456, grad_norm: 3.1823 2020-08-19 09:57:32,605 - mmaction - INFO - Epoch [236][440/627] lr: 9.907e-03, eta: 4:53:26, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.6462, top5_acc: 0.8353, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.1127 2020-08-19 09:58:00,277 - mmaction - INFO - Epoch [236][460/627] lr: 9.907e-03, eta: 4:52:58, time: 1.382, data_time: 0.004, memory: 8470, top1_acc: 0.6279, top5_acc: 0.8202, loss_cls: 1.5803, loss: 1.5803, grad_norm: 3.2215 2020-08-19 09:58:29,349 - mmaction - INFO - Epoch [236][480/627] lr: 9.907e-03, eta: 4:52:31, time: 1.452, data_time: 0.003, memory: 8470, top1_acc: 0.6324, top5_acc: 0.8292, loss_cls: 1.5555, loss: 1.5555, grad_norm: 3.1984 2020-08-19 09:58:57,297 - mmaction - INFO - Epoch [236][500/627] lr: 9.907e-03, eta: 4:52:03, time: 1.400, data_time: 0.006, memory: 8470, top1_acc: 0.6372, top5_acc: 0.8305, loss_cls: 1.5354, loss: 1.5354, grad_norm: 3.1701 2020-08-19 09:59:26,117 - mmaction - INFO - Epoch [236][520/627] lr: 9.907e-03, eta: 4:51:36, time: 1.439, data_time: 0.004, memory: 8470, top1_acc: 0.6385, top5_acc: 0.8337, loss_cls: 1.5118, loss: 1.5118, grad_norm: 3.1359 2020-08-19 09:59:54,951 - mmaction - INFO - Epoch [236][540/627] lr: 9.907e-03, eta: 4:51:08, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.6380, top5_acc: 0.8277, loss_cls: 1.5363, loss: 1.5363, grad_norm: 3.1607 2020-08-19 10:00:24,106 - mmaction - INFO - Epoch [236][560/627] lr: 9.907e-03, eta: 4:50:40, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.6400, top5_acc: 0.8285, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.1285 2020-08-19 10:00:51,261 - mmaction - INFO - Epoch [236][580/627] lr: 9.907e-03, eta: 4:50:13, time: 1.361, data_time: 0.019, memory: 8470, top1_acc: 0.6264, top5_acc: 0.8219, loss_cls: 1.5826, loss: 1.5826, grad_norm: 3.1973 2020-08-19 10:01:17,359 - mmaction - INFO - Epoch [236][600/627] lr: 9.907e-03, eta: 4:49:45, time: 1.308, data_time: 0.007, memory: 8470, top1_acc: 0.6318, top5_acc: 0.8237, loss_cls: 1.5508, loss: 1.5508, grad_norm: 3.1724 2020-08-19 10:01:43,451 - mmaction - INFO - Epoch [236][620/627] lr: 9.907e-03, eta: 4:49:17, time: 1.306, data_time: 0.008, memory: 8470, top1_acc: 0.6310, top5_acc: 0.8277, loss_cls: 1.5504, loss: 1.5504, grad_norm: 3.2150 2020-08-19 10:01:51,812 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-08-19 10:02:26,020 - mmaction - INFO - Epoch [237][20/627] lr: 8.991e-03, eta: 4:48:39, time: 1.593, data_time: 0.510, memory: 8470, top1_acc: 0.6365, top5_acc: 0.8348, loss_cls: 1.5171, loss: 1.5171, grad_norm: 3.1747 2020-08-19 10:02:51,326 - mmaction - INFO - Epoch [237][40/627] lr: 8.991e-03, eta: 4:48:11, time: 1.268, data_time: 0.005, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.5045, loss: 1.5045, grad_norm: 3.1633 2020-08-19 10:03:16,907 - mmaction - INFO - Epoch [237][60/627] lr: 8.991e-03, eta: 4:47:44, time: 1.277, data_time: 0.005, memory: 8470, top1_acc: 0.6418, top5_acc: 0.8314, loss_cls: 1.5259, loss: 1.5259, grad_norm: 3.1658 2020-08-19 10:03:43,448 - mmaction - INFO - Epoch [237][80/627] lr: 8.991e-03, eta: 4:47:16, time: 1.329, data_time: 0.005, memory: 8470, top1_acc: 0.6401, top5_acc: 0.8262, loss_cls: 1.5319, loss: 1.5319, grad_norm: 3.1759 2020-08-19 10:04:10,832 - mmaction - INFO - Epoch [237][100/627] lr: 8.991e-03, eta: 4:46:48, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.6417, top5_acc: 0.8349, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.1858 2020-08-19 10:04:37,032 - mmaction - INFO - Epoch [237][120/627] lr: 8.991e-03, eta: 4:46:20, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.6404, top5_acc: 0.8335, loss_cls: 1.5211, loss: 1.5211, grad_norm: 3.2013 2020-08-19 10:05:03,007 - mmaction - INFO - Epoch [237][140/627] lr: 8.991e-03, eta: 4:45:53, time: 1.295, data_time: 0.007, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4575, loss: 1.4575, grad_norm: 3.1435 2020-08-19 10:05:30,263 - mmaction - INFO - Epoch [237][160/627] lr: 8.991e-03, eta: 4:45:25, time: 1.367, data_time: 0.006, memory: 8470, top1_acc: 0.6422, top5_acc: 0.8309, loss_cls: 1.5245, loss: 1.5245, grad_norm: 3.2125 2020-08-19 10:05:56,589 - mmaction - INFO - Epoch [237][180/627] lr: 8.991e-03, eta: 4:44:57, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.6421, top5_acc: 0.8272, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.2011 2020-08-19 10:06:22,674 - mmaction - INFO - Epoch [237][200/627] lr: 8.991e-03, eta: 4:44:29, time: 1.305, data_time: 0.003, memory: 8470, top1_acc: 0.6440, top5_acc: 0.8302, loss_cls: 1.5112, loss: 1.5112, grad_norm: 3.1530 2020-08-19 10:06:49,326 - mmaction - INFO - Epoch [237][220/627] lr: 8.991e-03, eta: 4:44:01, time: 1.333, data_time: 0.005, memory: 8470, top1_acc: 0.6404, top5_acc: 0.8355, loss_cls: 1.5125, loss: 1.5125, grad_norm: 3.1770 2020-08-19 10:07:16,536 - mmaction - INFO - Epoch [237][240/627] lr: 8.991e-03, eta: 4:43:34, time: 1.359, data_time: 0.006, memory: 8470, top1_acc: 0.6362, top5_acc: 0.8319, loss_cls: 1.5217, loss: 1.5217, grad_norm: 3.1959 2020-08-19 10:07:42,810 - mmaction - INFO - Epoch [237][260/627] lr: 8.991e-03, eta: 4:43:06, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8312, loss_cls: 1.5163, loss: 1.5163, grad_norm: 3.2217 2020-08-19 10:08:10,109 - mmaction - INFO - Epoch [237][280/627] lr: 8.991e-03, eta: 4:42:38, time: 1.364, data_time: 0.007, memory: 8470, top1_acc: 0.6434, top5_acc: 0.8290, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.1717 2020-08-19 10:08:38,028 - mmaction - INFO - Epoch [237][300/627] lr: 8.991e-03, eta: 4:42:11, time: 1.396, data_time: 0.002, memory: 8470, top1_acc: 0.6531, top5_acc: 0.8368, loss_cls: 1.4757, loss: 1.4757, grad_norm: 3.1729 2020-08-19 10:09:05,189 - mmaction - INFO - Epoch [237][320/627] lr: 8.991e-03, eta: 4:41:43, time: 1.357, data_time: 0.006, memory: 8470, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5154, loss: 1.5154, grad_norm: 3.2368 2020-08-19 10:09:32,692 - mmaction - INFO - Epoch [237][340/627] lr: 8.991e-03, eta: 4:41:15, time: 1.377, data_time: 0.005, memory: 8470, top1_acc: 0.6490, top5_acc: 0.8392, loss_cls: 1.4809, loss: 1.4809, grad_norm: 3.1962 2020-08-19 10:09:59,162 - mmaction - INFO - Epoch [237][360/627] lr: 8.991e-03, eta: 4:40:48, time: 1.321, data_time: 0.005, memory: 8470, top1_acc: 0.6379, top5_acc: 0.8311, loss_cls: 1.5147, loss: 1.5147, grad_norm: 3.2256 2020-08-19 10:10:27,028 - mmaction - INFO - Epoch [237][380/627] lr: 8.991e-03, eta: 4:40:20, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.6434, top5_acc: 0.8370, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.1629 2020-08-19 10:10:54,016 - mmaction - INFO - Epoch [237][400/627] lr: 8.991e-03, eta: 4:39:52, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8271, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.2181 2020-08-19 10:11:22,285 - mmaction - INFO - Epoch [237][420/627] lr: 8.991e-03, eta: 4:39:25, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.6431, top5_acc: 0.8319, loss_cls: 1.5175, loss: 1.5175, grad_norm: 3.2242 2020-08-19 10:11:48,322 - mmaction - INFO - Epoch [237][440/627] lr: 8.991e-03, eta: 4:38:57, time: 1.305, data_time: 0.007, memory: 8470, top1_acc: 0.6431, top5_acc: 0.8333, loss_cls: 1.5023, loss: 1.5023, grad_norm: 3.1763 2020-08-19 10:12:14,913 - mmaction - INFO - Epoch [237][460/627] lr: 8.991e-03, eta: 4:38:29, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.6608, top5_acc: 0.8453, loss_cls: 1.4544, loss: 1.4544, grad_norm: 3.1356 2020-08-19 10:12:41,255 - mmaction - INFO - Epoch [237][480/627] lr: 8.991e-03, eta: 4:38:01, time: 1.319, data_time: 0.005, memory: 8470, top1_acc: 0.6273, top5_acc: 0.8267, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.2236 2020-08-19 10:13:09,044 - mmaction - INFO - Epoch [237][500/627] lr: 8.991e-03, eta: 4:37:34, time: 1.389, data_time: 0.003, memory: 8470, top1_acc: 0.6324, top5_acc: 0.8234, loss_cls: 1.5668, loss: 1.5668, grad_norm: 3.1991 2020-08-19 10:13:37,053 - mmaction - INFO - Epoch [237][520/627] lr: 8.991e-03, eta: 4:37:06, time: 1.401, data_time: 0.002, memory: 8470, top1_acc: 0.6344, top5_acc: 0.8314, loss_cls: 1.5313, loss: 1.5313, grad_norm: 3.2370 2020-08-19 10:14:05,385 - mmaction - INFO - Epoch [237][540/627] lr: 8.991e-03, eta: 4:36:38, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8370, loss_cls: 1.4997, loss: 1.4997, grad_norm: 3.2334 2020-08-19 10:14:31,851 - mmaction - INFO - Epoch [237][560/627] lr: 8.991e-03, eta: 4:36:11, time: 1.324, data_time: 0.006, memory: 8470, top1_acc: 0.6441, top5_acc: 0.8342, loss_cls: 1.5133, loss: 1.5133, grad_norm: 3.2318 2020-08-19 10:14:57,272 - mmaction - INFO - Epoch [237][580/627] lr: 8.991e-03, eta: 4:35:43, time: 1.270, data_time: 0.006, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8313, loss_cls: 1.5197, loss: 1.5197, grad_norm: 3.2419 2020-08-19 10:15:22,714 - mmaction - INFO - Epoch [237][600/627] lr: 8.991e-03, eta: 4:35:15, time: 1.272, data_time: 0.005, memory: 8470, top1_acc: 0.6357, top5_acc: 0.8333, loss_cls: 1.5380, loss: 1.5380, grad_norm: 3.2274 2020-08-19 10:15:48,838 - mmaction - INFO - Epoch [237][620/627] lr: 8.991e-03, eta: 4:34:47, time: 1.307, data_time: 0.007, memory: 8470, top1_acc: 0.6341, top5_acc: 0.8206, loss_cls: 1.5819, loss: 1.5819, grad_norm: 3.2353 2020-08-19 10:16:27,909 - mmaction - INFO - Epoch [238][20/627] lr: 8.118e-03, eta: 4:34:09, time: 1.537, data_time: 0.393, memory: 8470, top1_acc: 0.6475, top5_acc: 0.8324, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.1926 2020-08-19 10:16:55,557 - mmaction - INFO - Epoch [238][40/627] lr: 8.118e-03, eta: 4:33:42, time: 1.385, data_time: 0.007, memory: 8470, top1_acc: 0.6508, top5_acc: 0.8361, loss_cls: 1.4788, loss: 1.4788, grad_norm: 3.1927 2020-08-19 10:17:21,682 - mmaction - INFO - Epoch [238][60/627] lr: 8.118e-03, eta: 4:33:14, time: 1.304, data_time: 0.006, memory: 8470, top1_acc: 0.6453, top5_acc: 0.8382, loss_cls: 1.4951, loss: 1.4951, grad_norm: 3.2170 2020-08-19 10:17:46,733 - mmaction - INFO - Epoch [238][80/627] lr: 8.118e-03, eta: 4:32:46, time: 1.254, data_time: 0.007, memory: 8470, top1_acc: 0.6414, top5_acc: 0.8371, loss_cls: 1.5052, loss: 1.5052, grad_norm: 3.1926 2020-08-19 10:18:13,971 - mmaction - INFO - Epoch [238][100/627] lr: 8.118e-03, eta: 4:32:18, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.6382, top5_acc: 0.8361, loss_cls: 1.5087, loss: 1.5087, grad_norm: 3.2239 2020-08-19 10:18:40,324 - mmaction - INFO - Epoch [238][120/627] lr: 8.118e-03, eta: 4:31:50, time: 1.319, data_time: 0.004, memory: 8470, top1_acc: 0.6505, top5_acc: 0.8382, loss_cls: 1.4515, loss: 1.4515, grad_norm: 3.1380 2020-08-19 10:19:06,413 - mmaction - INFO - Epoch [238][140/627] lr: 8.118e-03, eta: 4:31:23, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.6439, top5_acc: 0.8320, loss_cls: 1.4997, loss: 1.4997, grad_norm: 3.2061 2020-08-19 10:19:32,404 - mmaction - INFO - Epoch [238][160/627] lr: 8.118e-03, eta: 4:30:55, time: 1.302, data_time: 0.006, memory: 8470, top1_acc: 0.6355, top5_acc: 0.8258, loss_cls: 1.5550, loss: 1.5550, grad_norm: 3.2541 2020-08-19 10:20:00,018 - mmaction - INFO - Epoch [238][180/627] lr: 8.118e-03, eta: 4:30:27, time: 1.378, data_time: 0.002, memory: 8470, top1_acc: 0.6376, top5_acc: 0.8342, loss_cls: 1.5057, loss: 1.5057, grad_norm: 3.2589 2020-08-19 10:20:25,583 - mmaction - INFO - Epoch [238][200/627] lr: 8.118e-03, eta: 4:29:59, time: 1.279, data_time: 0.006, memory: 8470, top1_acc: 0.6473, top5_acc: 0.8404, loss_cls: 1.4874, loss: 1.4874, grad_norm: 3.2137 2020-08-19 10:20:54,264 - mmaction - INFO - Epoch [238][220/627] lr: 8.118e-03, eta: 4:29:32, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8400, loss_cls: 1.4891, loss: 1.4891, grad_norm: 3.1965 2020-08-19 10:21:20,393 - mmaction - INFO - Epoch [238][240/627] lr: 8.118e-03, eta: 4:29:04, time: 1.306, data_time: 0.005, memory: 8470, top1_acc: 0.6499, top5_acc: 0.8333, loss_cls: 1.5000, loss: 1.5000, grad_norm: 3.2199 2020-08-19 10:21:46,930 - mmaction - INFO - Epoch [238][260/627] lr: 8.118e-03, eta: 4:28:36, time: 1.328, data_time: 0.006, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8362, loss_cls: 1.4977, loss: 1.4977, grad_norm: 3.2389 2020-08-19 10:22:13,689 - mmaction - INFO - Epoch [238][280/627] lr: 8.118e-03, eta: 4:28:09, time: 1.337, data_time: 0.005, memory: 8470, top1_acc: 0.6493, top5_acc: 0.8322, loss_cls: 1.4991, loss: 1.4991, grad_norm: 3.1837 2020-08-19 10:22:41,760 - mmaction - INFO - Epoch [238][300/627] lr: 8.118e-03, eta: 4:27:41, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.6441, top5_acc: 0.8281, loss_cls: 1.5195, loss: 1.5195, grad_norm: 3.2218 2020-08-19 10:23:09,140 - mmaction - INFO - Epoch [238][320/627] lr: 8.118e-03, eta: 4:27:13, time: 1.365, data_time: 0.007, memory: 8470, top1_acc: 0.6473, top5_acc: 0.8379, loss_cls: 1.4953, loss: 1.4953, grad_norm: 3.2467 2020-08-19 10:23:34,788 - mmaction - INFO - Epoch [238][340/627] lr: 8.118e-03, eta: 4:26:45, time: 1.286, data_time: 0.006, memory: 8470, top1_acc: 0.6512, top5_acc: 0.8421, loss_cls: 1.4905, loss: 1.4905, grad_norm: 3.2597 2020-08-19 10:24:01,995 - mmaction - INFO - Epoch [238][360/627] lr: 8.118e-03, eta: 4:26:18, time: 1.360, data_time: 0.005, memory: 8470, top1_acc: 0.6393, top5_acc: 0.8336, loss_cls: 1.5257, loss: 1.5257, grad_norm: 3.3030 2020-08-19 10:24:30,364 - mmaction - INFO - Epoch [238][380/627] lr: 8.118e-03, eta: 4:25:50, time: 1.416, data_time: 0.002, memory: 8470, top1_acc: 0.6406, top5_acc: 0.8309, loss_cls: 1.5188, loss: 1.5188, grad_norm: 3.2590 2020-08-19 10:24:56,334 - mmaction - INFO - Epoch [238][400/627] lr: 8.118e-03, eta: 4:25:22, time: 1.301, data_time: 0.008, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4820, loss: 1.4820, grad_norm: 3.2256 2020-08-19 10:25:23,907 - mmaction - INFO - Epoch [238][420/627] lr: 8.118e-03, eta: 4:24:55, time: 1.376, data_time: 0.004, memory: 8470, top1_acc: 0.6404, top5_acc: 0.8310, loss_cls: 1.5243, loss: 1.5243, grad_norm: 3.2636 2020-08-19 10:25:50,710 - mmaction - INFO - Epoch [238][440/627] lr: 8.118e-03, eta: 4:24:27, time: 1.344, data_time: 0.007, memory: 8470, top1_acc: 0.6366, top5_acc: 0.8297, loss_cls: 1.5272, loss: 1.5272, grad_norm: 3.2498 2020-08-19 10:26:16,040 - mmaction - INFO - Epoch [238][460/627] lr: 8.118e-03, eta: 4:23:59, time: 1.264, data_time: 0.006, memory: 8470, top1_acc: 0.6462, top5_acc: 0.8322, loss_cls: 1.5001, loss: 1.5001, grad_norm: 3.2546 2020-08-19 10:26:42,117 - mmaction - INFO - Epoch [238][480/627] lr: 8.118e-03, eta: 4:23:31, time: 1.305, data_time: 0.006, memory: 8470, top1_acc: 0.6477, top5_acc: 0.8353, loss_cls: 1.4843, loss: 1.4843, grad_norm: 3.2380 2020-08-19 10:27:10,961 - mmaction - INFO - Epoch [238][500/627] lr: 8.118e-03, eta: 4:23:04, time: 1.441, data_time: 0.007, memory: 8470, top1_acc: 0.6444, top5_acc: 0.8376, loss_cls: 1.4861, loss: 1.4861, grad_norm: 3.2573 2020-08-19 10:27:38,090 - mmaction - INFO - Epoch [238][520/627] lr: 8.118e-03, eta: 4:22:36, time: 1.357, data_time: 0.007, memory: 8470, top1_acc: 0.6447, top5_acc: 0.8350, loss_cls: 1.4979, loss: 1.4979, grad_norm: 3.2379 2020-08-19 10:28:03,375 - mmaction - INFO - Epoch [238][540/627] lr: 8.118e-03, eta: 4:22:08, time: 1.265, data_time: 0.003, memory: 8470, top1_acc: 0.6464, top5_acc: 0.8311, loss_cls: 1.5109, loss: 1.5109, grad_norm: 3.2207 2020-08-19 10:28:29,330 - mmaction - INFO - Epoch [238][560/627] lr: 8.118e-03, eta: 4:21:40, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.6327, top5_acc: 0.8247, loss_cls: 1.5592, loss: 1.5592, grad_norm: 3.3027 2020-08-19 10:28:56,317 - mmaction - INFO - Epoch [238][580/627] lr: 8.118e-03, eta: 4:21:13, time: 1.345, data_time: 0.005, memory: 8470, top1_acc: 0.6419, top5_acc: 0.8363, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.2634 2020-08-19 10:29:23,592 - mmaction - INFO - Epoch [238][600/627] lr: 8.118e-03, eta: 4:20:45, time: 1.369, data_time: 0.009, memory: 8470, top1_acc: 0.6454, top5_acc: 0.8339, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.2925 2020-08-19 10:29:50,013 - mmaction - INFO - Epoch [238][620/627] lr: 8.118e-03, eta: 4:20:17, time: 1.322, data_time: 0.008, memory: 8470, top1_acc: 0.6410, top5_acc: 0.8358, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.2300 2020-08-19 10:30:30,481 - mmaction - INFO - Epoch [239][20/627] lr: 7.289e-03, eta: 4:19:40, time: 1.620, data_time: 0.491, memory: 8470, top1_acc: 0.6582, top5_acc: 0.8440, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.2307 2020-08-19 10:30:56,869 - mmaction - INFO - Epoch [239][40/627] lr: 7.289e-03, eta: 4:19:12, time: 1.323, data_time: 0.007, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8395, loss_cls: 1.4601, loss: 1.4601, grad_norm: 3.2319 2020-08-19 10:31:22,680 - mmaction - INFO - Epoch [239][60/627] lr: 7.289e-03, eta: 4:18:44, time: 1.289, data_time: 0.006, memory: 8470, top1_acc: 0.6467, top5_acc: 0.8277, loss_cls: 1.5152, loss: 1.5152, grad_norm: 3.2467 2020-08-19 10:31:49,452 - mmaction - INFO - Epoch [239][80/627] lr: 7.289e-03, eta: 4:18:16, time: 1.341, data_time: 0.006, memory: 8470, top1_acc: 0.6486, top5_acc: 0.8392, loss_cls: 1.4828, loss: 1.4828, grad_norm: 3.2197 2020-08-19 10:32:15,370 - mmaction - INFO - Epoch [239][100/627] lr: 7.289e-03, eta: 4:17:48, time: 1.295, data_time: 0.005, memory: 8470, top1_acc: 0.6495, top5_acc: 0.8395, loss_cls: 1.4754, loss: 1.4754, grad_norm: 3.2342 2020-08-19 10:32:43,536 - mmaction - INFO - Epoch [239][120/627] lr: 7.289e-03, eta: 4:17:21, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.6451, top5_acc: 0.8389, loss_cls: 1.4807, loss: 1.4807, grad_norm: 3.2122 2020-08-19 10:33:08,916 - mmaction - INFO - Epoch [239][140/627] lr: 7.289e-03, eta: 4:16:53, time: 1.266, data_time: 0.006, memory: 8470, top1_acc: 0.6598, top5_acc: 0.8380, loss_cls: 1.4510, loss: 1.4510, grad_norm: 3.2291 2020-08-19 10:33:37,052 - mmaction - INFO - Epoch [239][160/627] lr: 7.289e-03, eta: 4:16:25, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.6480, top5_acc: 0.8368, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.2753 2020-08-19 10:34:03,720 - mmaction - INFO - Epoch [239][180/627] lr: 7.289e-03, eta: 4:15:58, time: 1.334, data_time: 0.005, memory: 8470, top1_acc: 0.6521, top5_acc: 0.8359, loss_cls: 1.4810, loss: 1.4810, grad_norm: 3.2619 2020-08-19 10:34:31,296 - mmaction - INFO - Epoch [239][200/627] lr: 7.289e-03, eta: 4:15:30, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.6452, top5_acc: 0.8353, loss_cls: 1.4828, loss: 1.4828, grad_norm: 3.2663 2020-08-19 10:34:58,901 - mmaction - INFO - Epoch [239][220/627] lr: 7.289e-03, eta: 4:15:02, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.6574, top5_acc: 0.8426, loss_cls: 1.4393, loss: 1.4393, grad_norm: 3.2273 2020-08-19 10:35:25,060 - mmaction - INFO - Epoch [239][240/627] lr: 7.289e-03, eta: 4:14:35, time: 1.307, data_time: 0.006, memory: 8470, top1_acc: 0.6526, top5_acc: 0.8380, loss_cls: 1.4637, loss: 1.4637, grad_norm: 3.2188 2020-08-19 10:35:53,127 - mmaction - INFO - Epoch [239][260/627] lr: 7.289e-03, eta: 4:14:07, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8391, loss_cls: 1.4791, loss: 1.4791, grad_norm: 3.3239 2020-08-19 10:36:21,503 - mmaction - INFO - Epoch [239][280/627] lr: 7.289e-03, eta: 4:13:39, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8363, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.2560 2020-08-19 10:36:49,690 - mmaction - INFO - Epoch [239][300/627] lr: 7.289e-03, eta: 4:13:12, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.6414, top5_acc: 0.8323, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.2573 2020-08-19 10:37:17,869 - mmaction - INFO - Epoch [239][320/627] lr: 7.289e-03, eta: 4:12:44, time: 1.407, data_time: 0.005, memory: 8470, top1_acc: 0.6501, top5_acc: 0.8392, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.2249 2020-08-19 10:37:46,520 - mmaction - INFO - Epoch [239][340/627] lr: 7.289e-03, eta: 4:12:17, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.6464, top5_acc: 0.8314, loss_cls: 1.5027, loss: 1.5027, grad_norm: 3.2939 2020-08-19 10:38:14,874 - mmaction - INFO - Epoch [239][360/627] lr: 7.289e-03, eta: 4:11:49, time: 1.417, data_time: 0.006, memory: 8470, top1_acc: 0.6504, top5_acc: 0.8384, loss_cls: 1.4729, loss: 1.4729, grad_norm: 3.2518 2020-08-19 10:38:43,256 - mmaction - INFO - Epoch [239][380/627] lr: 7.289e-03, eta: 4:11:21, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.6527, top5_acc: 0.8374, loss_cls: 1.4584, loss: 1.4584, grad_norm: 3.2226 2020-08-19 10:39:11,608 - mmaction - INFO - Epoch [239][400/627] lr: 7.289e-03, eta: 4:10:54, time: 1.415, data_time: 0.002, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8405, loss_cls: 1.4685, loss: 1.4685, grad_norm: 3.2687 2020-08-19 10:39:40,200 - mmaction - INFO - Epoch [239][420/627] lr: 7.289e-03, eta: 4:10:26, time: 1.432, data_time: 0.007, memory: 8470, top1_acc: 0.6516, top5_acc: 0.8423, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.3040 2020-08-19 10:40:07,918 - mmaction - INFO - Epoch [239][440/627] lr: 7.289e-03, eta: 4:09:58, time: 1.386, data_time: 0.005, memory: 8470, top1_acc: 0.6531, top5_acc: 0.8440, loss_cls: 1.4520, loss: 1.4520, grad_norm: 3.2653 2020-08-19 10:40:36,456 - mmaction - INFO - Epoch [239][460/627] lr: 7.289e-03, eta: 4:09:31, time: 1.427, data_time: 0.002, memory: 8470, top1_acc: 0.6587, top5_acc: 0.8365, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.2352 2020-08-19 10:41:03,485 - mmaction - INFO - Epoch [239][480/627] lr: 7.289e-03, eta: 4:09:03, time: 1.351, data_time: 0.002, memory: 8470, top1_acc: 0.6401, top5_acc: 0.8264, loss_cls: 1.5206, loss: 1.5206, grad_norm: 3.3195 2020-08-19 10:41:31,640 - mmaction - INFO - Epoch [239][500/627] lr: 7.289e-03, eta: 4:08:36, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.6410, top5_acc: 0.8363, loss_cls: 1.5010, loss: 1.5010, grad_norm: 3.2799 2020-08-19 10:42:01,010 - mmaction - INFO - Epoch [239][520/627] lr: 7.289e-03, eta: 4:08:08, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.6499, top5_acc: 0.8447, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.2866 2020-08-19 10:42:30,268 - mmaction - INFO - Epoch [239][540/627] lr: 7.289e-03, eta: 4:07:40, time: 1.462, data_time: 0.002, memory: 8470, top1_acc: 0.6445, top5_acc: 0.8324, loss_cls: 1.5145, loss: 1.5145, grad_norm: 3.2856 2020-08-19 10:42:59,901 - mmaction - INFO - Epoch [239][560/627] lr: 7.289e-03, eta: 4:07:13, time: 1.480, data_time: 0.006, memory: 8470, top1_acc: 0.6460, top5_acc: 0.8353, loss_cls: 1.5038, loss: 1.5038, grad_norm: 3.3059 2020-08-19 10:43:29,636 - mmaction - INFO - Epoch [239][580/627] lr: 7.289e-03, eta: 4:06:45, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.6402, top5_acc: 0.8353, loss_cls: 1.5000, loss: 1.5000, grad_norm: 3.3091 2020-08-19 10:44:00,950 - mmaction - INFO - Epoch [239][600/627] lr: 7.289e-03, eta: 4:06:18, time: 1.566, data_time: 0.005, memory: 8470, top1_acc: 0.6465, top5_acc: 0.8401, loss_cls: 1.4758, loss: 1.4758, grad_norm: 3.2811 2020-08-19 10:44:30,691 - mmaction - INFO - Epoch [239][620/627] lr: 7.289e-03, eta: 4:05:51, time: 1.487, data_time: 0.002, memory: 8470, top1_acc: 0.6437, top5_acc: 0.8375, loss_cls: 1.5083, loss: 1.5083, grad_norm: 3.3240 2020-08-19 10:45:14,004 - mmaction - INFO - Epoch [240][20/627] lr: 6.505e-03, eta: 4:05:13, time: 1.673, data_time: 0.378, memory: 8470, top1_acc: 0.6397, top5_acc: 0.8374, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.2844 2020-08-19 10:45:42,090 - mmaction - INFO - Epoch [240][40/627] lr: 6.505e-03, eta: 4:04:45, time: 1.406, data_time: 0.006, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8333, loss_cls: 1.4755, loss: 1.4755, grad_norm: 3.3018 2020-08-19 10:46:11,109 - mmaction - INFO - Epoch [240][60/627] lr: 6.505e-03, eta: 4:04:18, time: 1.452, data_time: 0.006, memory: 8470, top1_acc: 0.6471, top5_acc: 0.8346, loss_cls: 1.4989, loss: 1.4989, grad_norm: 3.2834 2020-08-19 10:46:40,789 - mmaction - INFO - Epoch [240][80/627] lr: 6.505e-03, eta: 4:03:50, time: 1.484, data_time: 0.002, memory: 8470, top1_acc: 0.6432, top5_acc: 0.8427, loss_cls: 1.4719, loss: 1.4719, grad_norm: 3.3207 2020-08-19 10:47:10,181 - mmaction - INFO - Epoch [240][100/627] lr: 6.505e-03, eta: 4:03:23, time: 1.468, data_time: 0.005, memory: 8470, top1_acc: 0.6424, top5_acc: 0.8286, loss_cls: 1.5077, loss: 1.5077, grad_norm: 3.3236 2020-08-19 10:47:40,134 - mmaction - INFO - Epoch [240][120/627] lr: 6.505e-03, eta: 4:02:55, time: 1.498, data_time: 0.006, memory: 8470, top1_acc: 0.6525, top5_acc: 0.8392, loss_cls: 1.4676, loss: 1.4676, grad_norm: 3.2485 2020-08-19 10:48:09,720 - mmaction - INFO - Epoch [240][140/627] lr: 6.505e-03, eta: 4:02:28, time: 1.479, data_time: 0.006, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8382, loss_cls: 1.4589, loss: 1.4589, grad_norm: 3.2382 2020-08-19 10:48:39,416 - mmaction - INFO - Epoch [240][160/627] lr: 6.505e-03, eta: 4:02:00, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.6568, top5_acc: 0.8445, loss_cls: 1.4314, loss: 1.4314, grad_norm: 3.2514 2020-08-19 10:49:08,249 - mmaction - INFO - Epoch [240][180/627] lr: 6.505e-03, eta: 4:01:33, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8380, loss_cls: 1.4653, loss: 1.4653, grad_norm: 3.2676 2020-08-19 10:49:37,479 - mmaction - INFO - Epoch [240][200/627] lr: 6.505e-03, eta: 4:01:05, time: 1.462, data_time: 0.004, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8457, loss_cls: 1.4504, loss: 1.4504, grad_norm: 3.2950 2020-08-19 10:50:06,725 - mmaction - INFO - Epoch [240][220/627] lr: 6.505e-03, eta: 4:00:37, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8363, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.3256 2020-08-19 10:50:36,186 - mmaction - INFO - Epoch [240][240/627] lr: 6.505e-03, eta: 4:00:10, time: 1.473, data_time: 0.002, memory: 8470, top1_acc: 0.6570, top5_acc: 0.8405, loss_cls: 1.4490, loss: 1.4490, grad_norm: 3.2817 2020-08-19 10:51:05,047 - mmaction - INFO - Epoch [240][260/627] lr: 6.505e-03, eta: 3:59:42, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.6548, top5_acc: 0.8385, loss_cls: 1.4640, loss: 1.4640, grad_norm: 3.2864 2020-08-19 10:51:35,317 - mmaction - INFO - Epoch [240][280/627] lr: 6.505e-03, eta: 3:59:15, time: 1.513, data_time: 0.002, memory: 8470, top1_acc: 0.6512, top5_acc: 0.8322, loss_cls: 1.4851, loss: 1.4851, grad_norm: 3.3248 2020-08-19 10:52:04,806 - mmaction - INFO - Epoch [240][300/627] lr: 6.505e-03, eta: 3:58:47, time: 1.474, data_time: 0.005, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8444, loss_cls: 1.4410, loss: 1.4410, grad_norm: 3.2991 2020-08-19 10:52:34,058 - mmaction - INFO - Epoch [240][320/627] lr: 6.505e-03, eta: 3:58:20, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.6552, top5_acc: 0.8401, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.2868 2020-08-19 10:53:04,166 - mmaction - INFO - Epoch [240][340/627] lr: 6.505e-03, eta: 3:57:52, time: 1.506, data_time: 0.002, memory: 8470, top1_acc: 0.6581, top5_acc: 0.8400, loss_cls: 1.4329, loss: 1.4329, grad_norm: 3.2480 2020-08-19 10:53:32,269 - mmaction - INFO - Epoch [240][360/627] lr: 6.505e-03, eta: 3:57:25, time: 1.401, data_time: 0.006, memory: 8470, top1_acc: 0.6523, top5_acc: 0.8365, loss_cls: 1.4782, loss: 1.4782, grad_norm: 3.3278 2020-08-19 10:54:01,591 - mmaction - INFO - Epoch [240][380/627] lr: 6.505e-03, eta: 3:56:57, time: 1.470, data_time: 0.007, memory: 8470, top1_acc: 0.6539, top5_acc: 0.8384, loss_cls: 1.4525, loss: 1.4525, grad_norm: 3.2650 2020-08-19 10:54:30,577 - mmaction - INFO - Epoch [240][400/627] lr: 6.505e-03, eta: 3:56:29, time: 1.449, data_time: 0.002, memory: 8470, top1_acc: 0.6538, top5_acc: 0.8341, loss_cls: 1.4805, loss: 1.4805, grad_norm: 3.3409 2020-08-19 10:54:59,618 - mmaction - INFO - Epoch [240][420/627] lr: 6.505e-03, eta: 3:56:02, time: 1.449, data_time: 0.005, memory: 8470, top1_acc: 0.6500, top5_acc: 0.8410, loss_cls: 1.4614, loss: 1.4614, grad_norm: 3.3075 2020-08-19 10:55:29,263 - mmaction - INFO - Epoch [240][440/627] lr: 6.505e-03, eta: 3:55:34, time: 1.484, data_time: 0.007, memory: 8470, top1_acc: 0.6544, top5_acc: 0.8430, loss_cls: 1.4544, loss: 1.4544, grad_norm: 3.2921 2020-08-19 10:55:57,421 - mmaction - INFO - Epoch [240][460/627] lr: 6.505e-03, eta: 3:55:07, time: 1.409, data_time: 0.005, memory: 8470, top1_acc: 0.6426, top5_acc: 0.8322, loss_cls: 1.4965, loss: 1.4965, grad_norm: 3.3066 2020-08-19 10:56:26,038 - mmaction - INFO - Epoch [240][480/627] lr: 6.505e-03, eta: 3:54:39, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.6556, top5_acc: 0.8352, loss_cls: 1.4721, loss: 1.4721, grad_norm: 3.2995 2020-08-19 10:56:54,772 - mmaction - INFO - Epoch [240][500/627] lr: 6.505e-03, eta: 3:54:12, time: 1.436, data_time: 0.007, memory: 8470, top1_acc: 0.6513, top5_acc: 0.8398, loss_cls: 1.4760, loss: 1.4760, grad_norm: 3.3567 2020-08-19 10:57:25,314 - mmaction - INFO - Epoch [240][520/627] lr: 6.505e-03, eta: 3:53:44, time: 1.525, data_time: 0.006, memory: 8470, top1_acc: 0.6553, top5_acc: 0.8393, loss_cls: 1.4718, loss: 1.4718, grad_norm: 3.3188 2020-08-19 10:57:53,189 - mmaction - INFO - Epoch [240][540/627] lr: 6.505e-03, eta: 3:53:16, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.6535, top5_acc: 0.8383, loss_cls: 1.4701, loss: 1.4701, grad_norm: 3.3220 2020-08-19 10:58:21,945 - mmaction - INFO - Epoch [240][560/627] lr: 6.505e-03, eta: 3:52:49, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.6536, top5_acc: 0.8402, loss_cls: 1.4621, loss: 1.4621, grad_norm: 3.3466 2020-08-19 10:58:50,669 - mmaction - INFO - Epoch [240][580/627] lr: 6.505e-03, eta: 3:52:21, time: 1.435, data_time: 0.002, memory: 8470, top1_acc: 0.6458, top5_acc: 0.8349, loss_cls: 1.4799, loss: 1.4799, grad_norm: 3.3334 2020-08-19 10:59:19,921 - mmaction - INFO - Epoch [240][600/627] lr: 6.505e-03, eta: 3:51:54, time: 1.462, data_time: 0.005, memory: 8470, top1_acc: 0.6404, top5_acc: 0.8307, loss_cls: 1.5037, loss: 1.5037, grad_norm: 3.3475 2020-08-19 10:59:48,207 - mmaction - INFO - Epoch [240][620/627] lr: 6.505e-03, eta: 3:51:26, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.6461, top5_acc: 0.8402, loss_cls: 1.4776, loss: 1.4776, grad_norm: 3.3603 2020-08-19 10:59:58,528 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-08-19 11:00:38,759 - mmaction - INFO - Epoch [241][20/627] lr: 5.764e-03, eta: 3:50:49, time: 1.922, data_time: 0.677, memory: 8470, top1_acc: 0.6564, top5_acc: 0.8400, loss_cls: 1.4684, loss: 1.4684, grad_norm: 3.3572 2020-08-19 11:01:06,156 - mmaction - INFO - Epoch [241][40/627] lr: 5.764e-03, eta: 3:50:21, time: 1.378, data_time: 0.017, memory: 8470, top1_acc: 0.6553, top5_acc: 0.8410, loss_cls: 1.4514, loss: 1.4514, grad_norm: 3.3485 2020-08-19 11:01:34,868 - mmaction - INFO - Epoch [241][60/627] lr: 5.764e-03, eta: 3:49:54, time: 1.434, data_time: 0.007, memory: 8470, top1_acc: 0.6479, top5_acc: 0.8391, loss_cls: 1.4814, loss: 1.4814, grad_norm: 3.3061 2020-08-19 11:02:04,423 - mmaction - INFO - Epoch [241][80/627] lr: 5.764e-03, eta: 3:49:26, time: 1.480, data_time: 0.006, memory: 8470, top1_acc: 0.6539, top5_acc: 0.8428, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.3275 2020-08-19 11:02:33,888 - mmaction - INFO - Epoch [241][100/627] lr: 5.764e-03, eta: 3:48:58, time: 1.473, data_time: 0.002, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8387, loss_cls: 1.4312, loss: 1.4312, grad_norm: 3.2676 2020-08-19 11:03:01,778 - mmaction - INFO - Epoch [241][120/627] lr: 5.764e-03, eta: 3:48:31, time: 1.392, data_time: 0.005, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8447, loss_cls: 1.4440, loss: 1.4440, grad_norm: 3.3483 2020-08-19 11:03:30,922 - mmaction - INFO - Epoch [241][140/627] lr: 5.764e-03, eta: 3:48:03, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.6542, top5_acc: 0.8409, loss_cls: 1.4578, loss: 1.4578, grad_norm: 3.3330 2020-08-19 11:03:58,535 - mmaction - INFO - Epoch [241][160/627] lr: 5.764e-03, eta: 3:47:36, time: 1.381, data_time: 0.005, memory: 8470, top1_acc: 0.6557, top5_acc: 0.8402, loss_cls: 1.4631, loss: 1.4631, grad_norm: 3.3427 2020-08-19 11:04:28,035 - mmaction - INFO - Epoch [241][180/627] lr: 5.764e-03, eta: 3:47:08, time: 1.473, data_time: 0.006, memory: 8470, top1_acc: 0.6538, top5_acc: 0.8389, loss_cls: 1.4496, loss: 1.4496, grad_norm: 3.3139 2020-08-19 11:04:54,936 - mmaction - INFO - Epoch [241][200/627] lr: 5.764e-03, eta: 3:46:40, time: 1.347, data_time: 0.006, memory: 8470, top1_acc: 0.6576, top5_acc: 0.8413, loss_cls: 1.4482, loss: 1.4482, grad_norm: 3.3041 2020-08-19 11:05:23,454 - mmaction - INFO - Epoch [241][220/627] lr: 5.764e-03, eta: 3:46:13, time: 1.424, data_time: 0.005, memory: 8470, top1_acc: 0.6693, top5_acc: 0.8492, loss_cls: 1.3948, loss: 1.3948, grad_norm: 3.2472 2020-08-19 11:05:51,899 - mmaction - INFO - Epoch [241][240/627] lr: 5.764e-03, eta: 3:45:45, time: 1.423, data_time: 0.006, memory: 8470, top1_acc: 0.6654, top5_acc: 0.8464, loss_cls: 1.4194, loss: 1.4194, grad_norm: 3.3071 2020-08-19 11:06:20,743 - mmaction - INFO - Epoch [241][260/627] lr: 5.764e-03, eta: 3:45:17, time: 1.442, data_time: 0.005, memory: 8470, top1_acc: 0.6576, top5_acc: 0.8422, loss_cls: 1.4416, loss: 1.4416, grad_norm: 3.3392 2020-08-19 11:06:49,755 - mmaction - INFO - Epoch [241][280/627] lr: 5.764e-03, eta: 3:44:50, time: 1.452, data_time: 0.004, memory: 8470, top1_acc: 0.6594, top5_acc: 0.8401, loss_cls: 1.4413, loss: 1.4413, grad_norm: 3.3443 2020-08-19 11:07:17,224 - mmaction - INFO - Epoch [241][300/627] lr: 5.764e-03, eta: 3:44:22, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.6607, top5_acc: 0.8448, loss_cls: 1.4195, loss: 1.4195, grad_norm: 3.3253 2020-08-19 11:07:43,408 - mmaction - INFO - Epoch [241][320/627] lr: 5.764e-03, eta: 3:43:54, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.6582, top5_acc: 0.8435, loss_cls: 1.4499, loss: 1.4499, grad_norm: 3.3063 2020-08-19 11:08:10,292 - mmaction - INFO - Epoch [241][340/627] lr: 5.764e-03, eta: 3:43:27, time: 1.342, data_time: 0.006, memory: 8470, top1_acc: 0.6478, top5_acc: 0.8392, loss_cls: 1.4714, loss: 1.4714, grad_norm: 3.3508 2020-08-19 11:08:38,011 - mmaction - INFO - Epoch [241][360/627] lr: 5.764e-03, eta: 3:42:59, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.6624, top5_acc: 0.8427, loss_cls: 1.4359, loss: 1.4359, grad_norm: 3.3125 2020-08-19 11:09:04,564 - mmaction - INFO - Epoch [241][380/627] lr: 5.764e-03, eta: 3:42:31, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.6576, top5_acc: 0.8400, loss_cls: 1.4535, loss: 1.4535, grad_norm: 3.3577 2020-08-19 11:09:31,470 - mmaction - INFO - Epoch [241][400/627] lr: 5.764e-03, eta: 3:42:04, time: 1.347, data_time: 0.005, memory: 8470, top1_acc: 0.6503, top5_acc: 0.8402, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.3689 2020-08-19 11:09:58,908 - mmaction - INFO - Epoch [241][420/627] lr: 5.764e-03, eta: 3:41:36, time: 1.369, data_time: 0.005, memory: 8470, top1_acc: 0.6633, top5_acc: 0.8447, loss_cls: 1.4237, loss: 1.4237, grad_norm: 3.3340 2020-08-19 11:10:25,529 - mmaction - INFO - Epoch [241][440/627] lr: 5.764e-03, eta: 3:41:08, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.6689, top5_acc: 0.8443, loss_cls: 1.4204, loss: 1.4204, grad_norm: 3.3500 2020-08-19 11:10:53,383 - mmaction - INFO - Epoch [241][460/627] lr: 5.764e-03, eta: 3:40:41, time: 1.393, data_time: 0.005, memory: 8470, top1_acc: 0.6469, top5_acc: 0.8372, loss_cls: 1.4739, loss: 1.4739, grad_norm: 3.4270 2020-08-19 11:11:19,783 - mmaction - INFO - Epoch [241][480/627] lr: 5.764e-03, eta: 3:40:13, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.6611, top5_acc: 0.8375, loss_cls: 1.4618, loss: 1.4618, grad_norm: 3.3379 2020-08-19 11:11:48,908 - mmaction - INFO - Epoch [241][500/627] lr: 5.764e-03, eta: 3:39:45, time: 1.457, data_time: 0.005, memory: 8470, top1_acc: 0.6710, top5_acc: 0.8471, loss_cls: 1.4011, loss: 1.4011, grad_norm: 3.2807 2020-08-19 11:12:17,449 - mmaction - INFO - Epoch [241][520/627] lr: 5.764e-03, eta: 3:39:18, time: 1.425, data_time: 0.007, memory: 8470, top1_acc: 0.6559, top5_acc: 0.8380, loss_cls: 1.4574, loss: 1.4574, grad_norm: 3.3521 2020-08-19 11:12:44,315 - mmaction - INFO - Epoch [241][540/627] lr: 5.764e-03, eta: 3:38:50, time: 1.345, data_time: 0.006, memory: 8470, top1_acc: 0.6551, top5_acc: 0.8445, loss_cls: 1.4512, loss: 1.4512, grad_norm: 3.3432 2020-08-19 11:13:10,926 - mmaction - INFO - Epoch [241][560/627] lr: 5.764e-03, eta: 3:38:22, time: 1.331, data_time: 0.007, memory: 8470, top1_acc: 0.6520, top5_acc: 0.8384, loss_cls: 1.4651, loss: 1.4651, grad_norm: 3.3839 2020-08-19 11:13:38,187 - mmaction - INFO - Epoch [241][580/627] lr: 5.764e-03, eta: 3:37:54, time: 1.363, data_time: 0.007, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8342, loss_cls: 1.4646, loss: 1.4646, grad_norm: 3.3256 2020-08-19 11:14:05,671 - mmaction - INFO - Epoch [241][600/627] lr: 5.764e-03, eta: 3:37:27, time: 1.372, data_time: 0.005, memory: 8470, top1_acc: 0.6581, top5_acc: 0.8417, loss_cls: 1.4625, loss: 1.4625, grad_norm: 3.3771 2020-08-19 11:14:33,133 - mmaction - INFO - Epoch [241][620/627] lr: 5.764e-03, eta: 3:36:59, time: 1.373, data_time: 0.008, memory: 8470, top1_acc: 0.6495, top5_acc: 0.8365, loss_cls: 1.4805, loss: 1.4805, grad_norm: 3.4082 2020-08-19 11:15:13,902 - mmaction - INFO - Epoch [242][20/627] lr: 5.068e-03, eta: 3:36:21, time: 1.619, data_time: 0.424, memory: 8470, top1_acc: 0.6577, top5_acc: 0.8385, loss_cls: 1.4587, loss: 1.4587, grad_norm: 3.3660 2020-08-19 11:15:40,092 - mmaction - INFO - Epoch [242][40/627] lr: 5.068e-03, eta: 3:35:54, time: 1.310, data_time: 0.005, memory: 8470, top1_acc: 0.6605, top5_acc: 0.8430, loss_cls: 1.4335, loss: 1.4335, grad_norm: 3.3247 2020-08-19 11:16:06,352 - mmaction - INFO - Epoch [242][60/627] lr: 5.068e-03, eta: 3:35:26, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.6611, top5_acc: 0.8402, loss_cls: 1.4447, loss: 1.4447, grad_norm: 3.3476 2020-08-19 11:16:32,933 - mmaction - INFO - Epoch [242][80/627] lr: 5.068e-03, eta: 3:34:58, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.6552, top5_acc: 0.8405, loss_cls: 1.4415, loss: 1.4415, grad_norm: 3.3299 2020-08-19 11:16:59,544 - mmaction - INFO - Epoch [242][100/627] lr: 5.068e-03, eta: 3:34:30, time: 1.331, data_time: 0.002, memory: 8470, top1_acc: 0.6704, top5_acc: 0.8542, loss_cls: 1.3871, loss: 1.3871, grad_norm: 3.3105 2020-08-19 11:17:26,822 - mmaction - INFO - Epoch [242][120/627] lr: 5.068e-03, eta: 3:34:03, time: 1.362, data_time: 0.047, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8439, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.3711 2020-08-19 11:17:53,196 - mmaction - INFO - Epoch [242][140/627] lr: 5.068e-03, eta: 3:33:35, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8496, loss_cls: 1.3964, loss: 1.3964, grad_norm: 3.3054 2020-08-19 11:18:18,421 - mmaction - INFO - Epoch [242][160/627] lr: 5.068e-03, eta: 3:33:07, time: 1.262, data_time: 0.006, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8447, loss_cls: 1.4281, loss: 1.4281, grad_norm: 3.3877 2020-08-19 11:18:45,113 - mmaction - INFO - Epoch [242][180/627] lr: 5.068e-03, eta: 3:32:40, time: 1.331, data_time: 0.002, memory: 8470, top1_acc: 0.6596, top5_acc: 0.8410, loss_cls: 1.4280, loss: 1.4280, grad_norm: 3.3637 2020-08-19 11:19:11,777 - mmaction - INFO - Epoch [242][200/627] lr: 5.068e-03, eta: 3:32:12, time: 1.336, data_time: 0.007, memory: 8470, top1_acc: 0.6595, top5_acc: 0.8431, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.3797 2020-08-19 11:19:37,895 - mmaction - INFO - Epoch [242][220/627] lr: 5.068e-03, eta: 3:31:44, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.6680, top5_acc: 0.8490, loss_cls: 1.4100, loss: 1.4100, grad_norm: 3.3664 2020-08-19 11:20:05,749 - mmaction - INFO - Epoch [242][240/627] lr: 5.068e-03, eta: 3:31:16, time: 1.394, data_time: 0.003, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8516, loss_cls: 1.3950, loss: 1.3950, grad_norm: 3.3529 2020-08-19 11:20:32,476 - mmaction - INFO - Epoch [242][260/627] lr: 5.068e-03, eta: 3:30:49, time: 1.336, data_time: 0.002, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8447, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.3601 2020-08-19 11:20:57,618 - mmaction - INFO - Epoch [242][280/627] lr: 5.068e-03, eta: 3:30:21, time: 1.257, data_time: 0.004, memory: 8470, top1_acc: 0.6620, top5_acc: 0.8418, loss_cls: 1.4475, loss: 1.4475, grad_norm: 3.4240 2020-08-19 11:21:23,072 - mmaction - INFO - Epoch [242][300/627] lr: 5.068e-03, eta: 3:29:53, time: 1.272, data_time: 0.008, memory: 8470, top1_acc: 0.6574, top5_acc: 0.8439, loss_cls: 1.4549, loss: 1.4549, grad_norm: 3.3995 2020-08-19 11:21:48,783 - mmaction - INFO - Epoch [242][320/627] lr: 5.068e-03, eta: 3:29:25, time: 1.286, data_time: 0.004, memory: 8470, top1_acc: 0.6628, top5_acc: 0.8447, loss_cls: 1.4119, loss: 1.4119, grad_norm: 3.3003 2020-08-19 11:22:16,890 - mmaction - INFO - Epoch [242][340/627] lr: 5.068e-03, eta: 3:28:58, time: 1.405, data_time: 0.006, memory: 8470, top1_acc: 0.6620, top5_acc: 0.8376, loss_cls: 1.4243, loss: 1.4243, grad_norm: 3.3469 2020-08-19 11:22:41,925 - mmaction - INFO - Epoch [242][360/627] lr: 5.068e-03, eta: 3:28:30, time: 1.252, data_time: 0.007, memory: 8470, top1_acc: 0.6618, top5_acc: 0.8414, loss_cls: 1.4467, loss: 1.4467, grad_norm: 3.3773 2020-08-19 11:23:09,813 - mmaction - INFO - Epoch [242][380/627] lr: 5.068e-03, eta: 3:28:02, time: 1.394, data_time: 0.003, memory: 8470, top1_acc: 0.6590, top5_acc: 0.8436, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.4244 2020-08-19 11:23:37,212 - mmaction - INFO - Epoch [242][400/627] lr: 5.068e-03, eta: 3:27:34, time: 1.371, data_time: 0.007, memory: 8470, top1_acc: 0.6651, top5_acc: 0.8484, loss_cls: 1.3944, loss: 1.3944, grad_norm: 3.3390 2020-08-19 11:24:04,041 - mmaction - INFO - Epoch [242][420/627] lr: 5.068e-03, eta: 3:27:07, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.6607, top5_acc: 0.8469, loss_cls: 1.4257, loss: 1.4257, grad_norm: 3.3478 2020-08-19 11:24:32,180 - mmaction - INFO - Epoch [242][440/627] lr: 5.068e-03, eta: 3:26:39, time: 1.408, data_time: 0.007, memory: 8470, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3908, loss: 1.3908, grad_norm: 3.3283 2020-08-19 11:24:56,116 - mmaction - INFO - Epoch [242][460/627] lr: 5.068e-03, eta: 3:26:11, time: 1.198, data_time: 0.004, memory: 8470, top1_acc: 0.6618, top5_acc: 0.8418, loss_cls: 1.4349, loss: 1.4349, grad_norm: 3.4021 2020-08-19 11:25:23,877 - mmaction - INFO - Epoch [242][480/627] lr: 5.068e-03, eta: 3:25:44, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.6641, top5_acc: 0.8405, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.3964 2020-08-19 11:25:48,912 - mmaction - INFO - Epoch [242][500/627] lr: 5.068e-03, eta: 3:25:16, time: 1.253, data_time: 0.005, memory: 8470, top1_acc: 0.6534, top5_acc: 0.8428, loss_cls: 1.4566, loss: 1.4566, grad_norm: 3.4461 2020-08-19 11:26:14,454 - mmaction - INFO - Epoch [242][520/627] lr: 5.068e-03, eta: 3:24:48, time: 1.273, data_time: 0.004, memory: 8470, top1_acc: 0.6681, top5_acc: 0.8480, loss_cls: 1.4173, loss: 1.4173, grad_norm: 3.3607 2020-08-19 11:26:41,349 - mmaction - INFO - Epoch [242][540/627] lr: 5.068e-03, eta: 3:24:20, time: 1.348, data_time: 0.007, memory: 8470, top1_acc: 0.6592, top5_acc: 0.8384, loss_cls: 1.4521, loss: 1.4521, grad_norm: 3.4057 2020-08-19 11:27:07,880 - mmaction - INFO - Epoch [242][560/627] lr: 5.068e-03, eta: 3:23:53, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.6655, top5_acc: 0.8430, loss_cls: 1.4228, loss: 1.4228, grad_norm: 3.3450 2020-08-19 11:27:34,060 - mmaction - INFO - Epoch [242][580/627] lr: 5.068e-03, eta: 3:23:25, time: 1.308, data_time: 0.002, memory: 8470, top1_acc: 0.6456, top5_acc: 0.8336, loss_cls: 1.4910, loss: 1.4910, grad_norm: 3.4642 2020-08-19 11:27:59,613 - mmaction - INFO - Epoch [242][600/627] lr: 5.068e-03, eta: 3:22:57, time: 1.277, data_time: 0.007, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4399, loss: 1.4399, grad_norm: 3.4422 2020-08-19 11:28:26,825 - mmaction - INFO - Epoch [242][620/627] lr: 5.068e-03, eta: 3:22:29, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8432, loss_cls: 1.4298, loss: 1.4298, grad_norm: 3.4017 2020-08-19 11:29:05,819 - mmaction - INFO - Epoch [243][20/627] lr: 4.417e-03, eta: 3:21:52, time: 1.532, data_time: 0.404, memory: 8470, top1_acc: 0.6544, top5_acc: 0.8340, loss_cls: 1.4739, loss: 1.4739, grad_norm: 3.4077 2020-08-19 11:29:31,172 - mmaction - INFO - Epoch [243][40/627] lr: 4.417e-03, eta: 3:21:24, time: 1.268, data_time: 0.005, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8488, loss_cls: 1.3943, loss: 1.3943, grad_norm: 3.3014 2020-08-19 11:29:57,435 - mmaction - INFO - Epoch [243][60/627] lr: 4.417e-03, eta: 3:20:56, time: 1.314, data_time: 0.004, memory: 8470, top1_acc: 0.6624, top5_acc: 0.8430, loss_cls: 1.4129, loss: 1.4129, grad_norm: 3.3824 2020-08-19 11:30:23,353 - mmaction - INFO - Epoch [243][80/627] lr: 4.417e-03, eta: 3:20:28, time: 1.294, data_time: 0.006, memory: 8470, top1_acc: 0.6586, top5_acc: 0.8408, loss_cls: 1.4379, loss: 1.4379, grad_norm: 3.4444 2020-08-19 11:30:49,206 - mmaction - INFO - Epoch [243][100/627] lr: 4.417e-03, eta: 3:20:01, time: 1.294, data_time: 0.005, memory: 8470, top1_acc: 0.6626, top5_acc: 0.8430, loss_cls: 1.4267, loss: 1.4267, grad_norm: 3.4147 2020-08-19 11:31:18,244 - mmaction - INFO - Epoch [243][120/627] lr: 4.417e-03, eta: 3:19:33, time: 1.450, data_time: 0.007, memory: 8470, top1_acc: 0.6784, top5_acc: 0.8471, loss_cls: 1.3657, loss: 1.3657, grad_norm: 3.3271 2020-08-19 11:31:44,592 - mmaction - INFO - Epoch [243][140/627] lr: 4.417e-03, eta: 3:19:05, time: 1.317, data_time: 0.006, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8499, loss_cls: 1.3806, loss: 1.3806, grad_norm: 3.3247 2020-08-19 11:32:11,970 - mmaction - INFO - Epoch [243][160/627] lr: 4.417e-03, eta: 3:18:38, time: 1.371, data_time: 0.006, memory: 8470, top1_acc: 0.6543, top5_acc: 0.8329, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.4539 2020-08-19 11:32:38,505 - mmaction - INFO - Epoch [243][180/627] lr: 4.417e-03, eta: 3:18:10, time: 1.326, data_time: 0.007, memory: 8470, top1_acc: 0.6609, top5_acc: 0.8434, loss_cls: 1.4247, loss: 1.4247, grad_norm: 3.4240 2020-08-19 11:33:05,779 - mmaction - INFO - Epoch [243][200/627] lr: 4.417e-03, eta: 3:17:42, time: 1.365, data_time: 0.005, memory: 8470, top1_acc: 0.6590, top5_acc: 0.8418, loss_cls: 1.4253, loss: 1.4253, grad_norm: 3.4110 2020-08-19 11:33:33,946 - mmaction - INFO - Epoch [243][220/627] lr: 4.417e-03, eta: 3:17:15, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.6621, top5_acc: 0.8421, loss_cls: 1.4356, loss: 1.4356, grad_norm: 3.4485 2020-08-19 11:34:01,677 - mmaction - INFO - Epoch [243][240/627] lr: 4.417e-03, eta: 3:16:47, time: 1.389, data_time: 0.006, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8453, loss_cls: 1.4179, loss: 1.4179, grad_norm: 3.3950 2020-08-19 11:34:32,121 - mmaction - INFO - Epoch [243][260/627] lr: 4.417e-03, eta: 3:16:19, time: 1.520, data_time: 0.006, memory: 8470, top1_acc: 0.6689, top5_acc: 0.8483, loss_cls: 1.3916, loss: 1.3916, grad_norm: 3.3583 2020-08-19 11:34:59,305 - mmaction - INFO - Epoch [243][280/627] lr: 4.417e-03, eta: 3:15:52, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.6652, top5_acc: 0.8444, loss_cls: 1.4325, loss: 1.4325, grad_norm: 3.3966 2020-08-19 11:35:27,627 - mmaction - INFO - Epoch [243][300/627] lr: 4.417e-03, eta: 3:15:24, time: 1.413, data_time: 0.004, memory: 8470, top1_acc: 0.6661, top5_acc: 0.8475, loss_cls: 1.4114, loss: 1.4114, grad_norm: 3.4082 2020-08-19 11:35:55,302 - mmaction - INFO - Epoch [243][320/627] lr: 4.417e-03, eta: 3:14:56, time: 1.387, data_time: 0.007, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8440, loss_cls: 1.4162, loss: 1.4162, grad_norm: 3.3991 2020-08-19 11:36:23,651 - mmaction - INFO - Epoch [243][340/627] lr: 4.417e-03, eta: 3:14:29, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.6630, top5_acc: 0.8503, loss_cls: 1.4130, loss: 1.4130, grad_norm: 3.4005 2020-08-19 11:36:52,238 - mmaction - INFO - Epoch [243][360/627] lr: 4.417e-03, eta: 3:14:01, time: 1.431, data_time: 0.007, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8439, loss_cls: 1.3987, loss: 1.3987, grad_norm: 3.3987 2020-08-19 11:37:20,081 - mmaction - INFO - Epoch [243][380/627] lr: 4.417e-03, eta: 3:13:34, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.6552, top5_acc: 0.8439, loss_cls: 1.4322, loss: 1.4322, grad_norm: 3.4653 2020-08-19 11:37:47,964 - mmaction - INFO - Epoch [243][400/627] lr: 4.417e-03, eta: 3:13:06, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.6646, top5_acc: 0.8445, loss_cls: 1.4205, loss: 1.4205, grad_norm: 3.4161 2020-08-19 11:38:15,333 - mmaction - INFO - Epoch [243][420/627] lr: 4.417e-03, eta: 3:12:38, time: 1.366, data_time: 0.005, memory: 8470, top1_acc: 0.6637, top5_acc: 0.8479, loss_cls: 1.4045, loss: 1.4045, grad_norm: 3.4047 2020-08-19 11:38:44,705 - mmaction - INFO - Epoch [243][440/627] lr: 4.417e-03, eta: 3:12:11, time: 1.472, data_time: 0.007, memory: 8470, top1_acc: 0.6659, top5_acc: 0.8499, loss_cls: 1.3944, loss: 1.3944, grad_norm: 3.4405 2020-08-19 11:39:14,311 - mmaction - INFO - Epoch [243][460/627] lr: 4.417e-03, eta: 3:11:43, time: 1.480, data_time: 0.004, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8483, loss_cls: 1.4118, loss: 1.4118, grad_norm: 3.3953 2020-08-19 11:39:43,959 - mmaction - INFO - Epoch [243][480/627] lr: 4.417e-03, eta: 3:11:16, time: 1.481, data_time: 0.002, memory: 8470, top1_acc: 0.6650, top5_acc: 0.8469, loss_cls: 1.4015, loss: 1.4015, grad_norm: 3.3994 2020-08-19 11:40:15,423 - mmaction - INFO - Epoch [243][500/627] lr: 4.417e-03, eta: 3:10:48, time: 1.572, data_time: 0.004, memory: 8470, top1_acc: 0.6605, top5_acc: 0.8477, loss_cls: 1.4177, loss: 1.4177, grad_norm: 3.4594 2020-08-19 11:40:44,064 - mmaction - INFO - Epoch [243][520/627] lr: 4.417e-03, eta: 3:10:21, time: 1.434, data_time: 0.006, memory: 8470, top1_acc: 0.6680, top5_acc: 0.8488, loss_cls: 1.3868, loss: 1.3868, grad_norm: 3.4083 2020-08-19 11:41:13,905 - mmaction - INFO - Epoch [243][540/627] lr: 4.417e-03, eta: 3:09:53, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8461, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.3862 2020-08-19 11:41:42,975 - mmaction - INFO - Epoch [243][560/627] lr: 4.417e-03, eta: 3:09:25, time: 1.456, data_time: 0.007, memory: 8470, top1_acc: 0.6733, top5_acc: 0.8482, loss_cls: 1.3782, loss: 1.3782, grad_norm: 3.3678 2020-08-19 11:42:13,073 - mmaction - INFO - Epoch [243][580/627] lr: 4.417e-03, eta: 3:08:58, time: 1.505, data_time: 0.002, memory: 8470, top1_acc: 0.6583, top5_acc: 0.8365, loss_cls: 1.4488, loss: 1.4488, grad_norm: 3.4638 2020-08-19 11:42:42,780 - mmaction - INFO - Epoch [243][600/627] lr: 4.417e-03, eta: 3:08:30, time: 1.484, data_time: 0.006, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8454, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.4252 2020-08-19 11:43:13,406 - mmaction - INFO - Epoch [243][620/627] lr: 4.417e-03, eta: 3:08:03, time: 1.532, data_time: 0.003, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8404, loss_cls: 1.4069, loss: 1.4069, grad_norm: 3.4078 2020-08-19 11:43:56,342 - mmaction - INFO - Epoch [244][20/627] lr: 3.810e-03, eta: 3:07:25, time: 1.693, data_time: 0.377, memory: 8470, top1_acc: 0.6628, top5_acc: 0.8484, loss_cls: 1.4311, loss: 1.4311, grad_norm: 3.4019 2020-08-19 11:44:25,437 - mmaction - INFO - Epoch [244][40/627] lr: 3.810e-03, eta: 3:06:58, time: 1.459, data_time: 0.007, memory: 8470, top1_acc: 0.6676, top5_acc: 0.8401, loss_cls: 1.4346, loss: 1.4346, grad_norm: 3.4432 2020-08-19 11:44:54,580 - mmaction - INFO - Epoch [244][60/627] lr: 3.810e-03, eta: 3:06:30, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.6673, top5_acc: 0.8499, loss_cls: 1.3856, loss: 1.3856, grad_norm: 3.3575 2020-08-19 11:45:24,011 - mmaction - INFO - Epoch [244][80/627] lr: 3.810e-03, eta: 3:06:03, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8453, loss_cls: 1.3850, loss: 1.3850, grad_norm: 3.3616 2020-08-19 11:45:53,332 - mmaction - INFO - Epoch [244][100/627] lr: 3.810e-03, eta: 3:05:35, time: 1.465, data_time: 0.007, memory: 8470, top1_acc: 0.6665, top5_acc: 0.8516, loss_cls: 1.3981, loss: 1.3981, grad_norm: 3.4024 2020-08-19 11:46:23,663 - mmaction - INFO - Epoch [244][120/627] lr: 3.810e-03, eta: 3:05:07, time: 1.519, data_time: 0.006, memory: 8470, top1_acc: 0.6637, top5_acc: 0.8512, loss_cls: 1.4070, loss: 1.4070, grad_norm: 3.4291 2020-08-19 11:46:52,041 - mmaction - INFO - Epoch [244][140/627] lr: 3.810e-03, eta: 3:04:40, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.6682, top5_acc: 0.8475, loss_cls: 1.4093, loss: 1.4093, grad_norm: 3.4405 2020-08-19 11:47:20,932 - mmaction - INFO - Epoch [244][160/627] lr: 3.810e-03, eta: 3:04:12, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.6698, top5_acc: 0.8504, loss_cls: 1.3988, loss: 1.3988, grad_norm: 3.4061 2020-08-19 11:47:50,716 - mmaction - INFO - Epoch [244][180/627] lr: 3.810e-03, eta: 3:03:45, time: 1.486, data_time: 0.005, memory: 8470, top1_acc: 0.6694, top5_acc: 0.8465, loss_cls: 1.4036, loss: 1.4036, grad_norm: 3.4527 2020-08-19 11:48:19,234 - mmaction - INFO - Epoch [244][200/627] lr: 3.810e-03, eta: 3:03:17, time: 1.429, data_time: 0.006, memory: 8470, top1_acc: 0.6660, top5_acc: 0.8426, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.4369 2020-08-19 11:48:48,968 - mmaction - INFO - Epoch [244][220/627] lr: 3.810e-03, eta: 3:02:49, time: 1.487, data_time: 0.002, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8508, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.4238 2020-08-19 11:49:17,946 - mmaction - INFO - Epoch [244][240/627] lr: 3.810e-03, eta: 3:02:22, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.6566, top5_acc: 0.8379, loss_cls: 1.4501, loss: 1.4501, grad_norm: 3.5157 2020-08-19 11:49:47,359 - mmaction - INFO - Epoch [244][260/627] lr: 3.810e-03, eta: 3:01:54, time: 1.472, data_time: 0.006, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8530, loss_cls: 1.3701, loss: 1.3701, grad_norm: 3.4259 2020-08-19 11:50:17,179 - mmaction - INFO - Epoch [244][280/627] lr: 3.810e-03, eta: 3:01:27, time: 1.489, data_time: 0.004, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8522, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.3910 2020-08-19 11:50:46,830 - mmaction - INFO - Epoch [244][300/627] lr: 3.810e-03, eta: 3:00:59, time: 1.486, data_time: 0.007, memory: 8470, top1_acc: 0.6513, top5_acc: 0.8385, loss_cls: 1.4567, loss: 1.4567, grad_norm: 3.4648 2020-08-19 11:51:15,780 - mmaction - INFO - Epoch [244][320/627] lr: 3.810e-03, eta: 3:00:32, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8401, loss_cls: 1.4360, loss: 1.4360, grad_norm: 3.4732 2020-08-19 11:51:45,047 - mmaction - INFO - Epoch [244][340/627] lr: 3.810e-03, eta: 3:00:04, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.6615, top5_acc: 0.8480, loss_cls: 1.4328, loss: 1.4328, grad_norm: 3.5401 2020-08-19 11:52:13,951 - mmaction - INFO - Epoch [244][360/627] lr: 3.810e-03, eta: 2:59:36, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.6788, top5_acc: 0.8518, loss_cls: 1.3614, loss: 1.3614, grad_norm: 3.3492 2020-08-19 11:52:42,945 - mmaction - INFO - Epoch [244][380/627] lr: 3.810e-03, eta: 2:59:09, time: 1.450, data_time: 0.005, memory: 8470, top1_acc: 0.6605, top5_acc: 0.8435, loss_cls: 1.4288, loss: 1.4288, grad_norm: 3.4389 2020-08-19 11:53:11,706 - mmaction - INFO - Epoch [244][400/627] lr: 3.810e-03, eta: 2:58:41, time: 1.436, data_time: 0.002, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8553, loss_cls: 1.3591, loss: 1.3591, grad_norm: 3.3798 2020-08-19 11:53:41,693 - mmaction - INFO - Epoch [244][420/627] lr: 3.810e-03, eta: 2:58:14, time: 1.499, data_time: 0.007, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8501, loss_cls: 1.4144, loss: 1.4144, grad_norm: 3.4508 2020-08-19 11:54:10,935 - mmaction - INFO - Epoch [244][440/627] lr: 3.810e-03, eta: 2:57:46, time: 1.464, data_time: 0.005, memory: 8470, top1_acc: 0.6664, top5_acc: 0.8456, loss_cls: 1.4000, loss: 1.4000, grad_norm: 3.3821 2020-08-19 11:54:39,165 - mmaction - INFO - Epoch [244][460/627] lr: 3.810e-03, eta: 2:57:18, time: 1.410, data_time: 0.005, memory: 8470, top1_acc: 0.6820, top5_acc: 0.8535, loss_cls: 1.3549, loss: 1.3549, grad_norm: 3.3622 2020-08-19 11:55:07,233 - mmaction - INFO - Epoch [244][480/627] lr: 3.810e-03, eta: 2:56:51, time: 1.404, data_time: 0.005, memory: 8470, top1_acc: 0.6639, top5_acc: 0.8413, loss_cls: 1.4137, loss: 1.4137, grad_norm: 3.4383 2020-08-19 11:55:36,349 - mmaction - INFO - Epoch [244][500/627] lr: 3.810e-03, eta: 2:56:23, time: 1.456, data_time: 0.002, memory: 8470, top1_acc: 0.6555, top5_acc: 0.8465, loss_cls: 1.4042, loss: 1.4042, grad_norm: 3.4919 2020-08-19 11:56:06,037 - mmaction - INFO - Epoch [244][520/627] lr: 3.810e-03, eta: 2:55:56, time: 1.483, data_time: 0.005, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8507, loss_cls: 1.3802, loss: 1.3802, grad_norm: 3.4232 2020-08-19 11:56:33,919 - mmaction - INFO - Epoch [244][540/627] lr: 3.810e-03, eta: 2:55:28, time: 1.395, data_time: 0.005, memory: 8470, top1_acc: 0.6599, top5_acc: 0.8432, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.4693 2020-08-19 11:57:02,760 - mmaction - INFO - Epoch [244][560/627] lr: 3.810e-03, eta: 2:55:00, time: 1.441, data_time: 0.007, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8460, loss_cls: 1.4085, loss: 1.4085, grad_norm: 3.4741 2020-08-19 11:57:31,611 - mmaction - INFO - Epoch [244][580/627] lr: 3.810e-03, eta: 2:54:33, time: 1.444, data_time: 0.005, memory: 8470, top1_acc: 0.6660, top5_acc: 0.8405, loss_cls: 1.4210, loss: 1.4210, grad_norm: 3.4462 2020-08-19 11:58:00,659 - mmaction - INFO - Epoch [244][600/627] lr: 3.810e-03, eta: 2:54:05, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.6691, top5_acc: 0.8490, loss_cls: 1.3885, loss: 1.3885, grad_norm: 3.4111 2020-08-19 11:58:30,841 - mmaction - INFO - Epoch [244][620/627] lr: 3.810e-03, eta: 2:53:38, time: 1.510, data_time: 0.006, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8486, loss_cls: 1.3883, loss: 1.3883, grad_norm: 3.4251 2020-08-19 11:58:39,814 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-08-19 11:59:12,782 - mmaction - INFO - Epoch [245][20/627] lr: 3.247e-03, eta: 2:53:00, time: 1.552, data_time: 0.316, memory: 8470, top1_acc: 0.6643, top5_acc: 0.8487, loss_cls: 1.4008, loss: 1.4008, grad_norm: 3.4128 2020-08-19 11:59:40,575 - mmaction - INFO - Epoch [245][40/627] lr: 3.247e-03, eta: 2:52:32, time: 1.390, data_time: 0.002, memory: 8470, top1_acc: 0.6646, top5_acc: 0.8513, loss_cls: 1.4028, loss: 1.4028, grad_norm: 3.4359 2020-08-19 12:00:12,299 - mmaction - INFO - Epoch [245][60/627] lr: 3.247e-03, eta: 2:52:05, time: 1.575, data_time: 0.006, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8536, loss_cls: 1.3751, loss: 1.3751, grad_norm: 3.4382 2020-08-19 12:00:39,760 - mmaction - INFO - Epoch [245][80/627] lr: 3.247e-03, eta: 2:51:37, time: 1.385, data_time: 0.021, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8500, loss_cls: 1.3698, loss: 1.3698, grad_norm: 3.4343 2020-08-19 12:01:07,152 - mmaction - INFO - Epoch [245][100/627] lr: 3.247e-03, eta: 2:51:09, time: 1.368, data_time: 0.004, memory: 8470, top1_acc: 0.6764, top5_acc: 0.8470, loss_cls: 1.3803, loss: 1.3803, grad_norm: 3.4406 2020-08-19 12:01:35,737 - mmaction - INFO - Epoch [245][120/627] lr: 3.247e-03, eta: 2:50:42, time: 1.430, data_time: 0.005, memory: 8470, top1_acc: 0.6747, top5_acc: 0.8527, loss_cls: 1.3707, loss: 1.3707, grad_norm: 3.4809 2020-08-19 12:02:04,063 - mmaction - INFO - Epoch [245][140/627] lr: 3.247e-03, eta: 2:50:14, time: 1.416, data_time: 0.006, memory: 8470, top1_acc: 0.6720, top5_acc: 0.8535, loss_cls: 1.3711, loss: 1.3711, grad_norm: 3.4536 2020-08-19 12:02:31,996 - mmaction - INFO - Epoch [245][160/627] lr: 3.247e-03, eta: 2:49:47, time: 1.395, data_time: 0.008, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8486, loss_cls: 1.3878, loss: 1.3878, grad_norm: 3.4425 2020-08-19 12:03:00,786 - mmaction - INFO - Epoch [245][180/627] lr: 3.247e-03, eta: 2:49:19, time: 1.440, data_time: 0.006, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8436, loss_cls: 1.3993, loss: 1.3993, grad_norm: 3.4043 2020-08-19 12:03:29,991 - mmaction - INFO - Epoch [245][200/627] lr: 3.247e-03, eta: 2:48:51, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.6674, top5_acc: 0.8423, loss_cls: 1.3978, loss: 1.3978, grad_norm: 3.4471 2020-08-19 12:03:58,518 - mmaction - INFO - Epoch [245][220/627] lr: 3.247e-03, eta: 2:48:24, time: 1.428, data_time: 0.006, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8533, loss_cls: 1.3672, loss: 1.3672, grad_norm: 3.4128 2020-08-19 12:04:28,833 - mmaction - INFO - Epoch [245][240/627] lr: 3.247e-03, eta: 2:47:56, time: 1.514, data_time: 0.006, memory: 8470, top1_acc: 0.6667, top5_acc: 0.8431, loss_cls: 1.4216, loss: 1.4216, grad_norm: 3.5260 2020-08-19 12:04:55,679 - mmaction - INFO - Epoch [245][260/627] lr: 3.247e-03, eta: 2:47:28, time: 1.345, data_time: 0.007, memory: 8470, top1_acc: 0.6684, top5_acc: 0.8471, loss_cls: 1.4011, loss: 1.4011, grad_norm: 3.4492 2020-08-19 12:05:22,481 - mmaction - INFO - Epoch [245][280/627] lr: 3.247e-03, eta: 2:47:01, time: 1.338, data_time: 0.005, memory: 8470, top1_acc: 0.6634, top5_acc: 0.8453, loss_cls: 1.4168, loss: 1.4168, grad_norm: 3.4697 2020-08-19 12:05:51,112 - mmaction - INFO - Epoch [245][300/627] lr: 3.247e-03, eta: 2:46:33, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.6645, top5_acc: 0.8458, loss_cls: 1.3990, loss: 1.3990, grad_norm: 3.5269 2020-08-19 12:06:17,797 - mmaction - INFO - Epoch [245][320/627] lr: 3.247e-03, eta: 2:46:05, time: 1.334, data_time: 0.007, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8501, loss_cls: 1.3786, loss: 1.3786, grad_norm: 3.4563 2020-08-19 12:06:45,351 - mmaction - INFO - Epoch [245][340/627] lr: 3.247e-03, eta: 2:45:38, time: 1.376, data_time: 0.005, memory: 8470, top1_acc: 0.6682, top5_acc: 0.8440, loss_cls: 1.4088, loss: 1.4088, grad_norm: 3.4292 2020-08-19 12:07:12,420 - mmaction - INFO - Epoch [245][360/627] lr: 3.247e-03, eta: 2:45:10, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.6724, top5_acc: 0.8512, loss_cls: 1.3917, loss: 1.3917, grad_norm: 3.4938 2020-08-19 12:07:38,568 - mmaction - INFO - Epoch [245][380/627] lr: 3.247e-03, eta: 2:44:42, time: 1.308, data_time: 0.007, memory: 8470, top1_acc: 0.6835, top5_acc: 0.8604, loss_cls: 1.3398, loss: 1.3398, grad_norm: 3.3971 2020-08-19 12:08:06,667 - mmaction - INFO - Epoch [245][400/627] lr: 3.247e-03, eta: 2:44:15, time: 1.406, data_time: 0.005, memory: 8470, top1_acc: 0.6706, top5_acc: 0.8495, loss_cls: 1.3967, loss: 1.3967, grad_norm: 3.4853 2020-08-19 12:08:33,441 - mmaction - INFO - Epoch [245][420/627] lr: 3.247e-03, eta: 2:43:47, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8509, loss_cls: 1.3754, loss: 1.3754, grad_norm: 3.4539 2020-08-19 12:08:59,882 - mmaction - INFO - Epoch [245][440/627] lr: 3.247e-03, eta: 2:43:19, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.6768, top5_acc: 0.8520, loss_cls: 1.3664, loss: 1.3664, grad_norm: 3.4825 2020-08-19 12:09:27,137 - mmaction - INFO - Epoch [245][460/627] lr: 3.247e-03, eta: 2:42:52, time: 1.362, data_time: 0.005, memory: 8470, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.3834, loss: 1.3834, grad_norm: 3.4381 2020-08-19 12:09:53,910 - mmaction - INFO - Epoch [245][480/627] lr: 3.247e-03, eta: 2:42:24, time: 1.339, data_time: 0.004, memory: 8470, top1_acc: 0.6727, top5_acc: 0.8486, loss_cls: 1.3914, loss: 1.3914, grad_norm: 3.5070 2020-08-19 12:10:20,963 - mmaction - INFO - Epoch [245][500/627] lr: 3.247e-03, eta: 2:41:56, time: 1.353, data_time: 0.006, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8514, loss_cls: 1.3713, loss: 1.3713, grad_norm: 3.4383 2020-08-19 12:10:48,355 - mmaction - INFO - Epoch [245][520/627] lr: 3.247e-03, eta: 2:41:28, time: 1.370, data_time: 0.002, memory: 8470, top1_acc: 0.6727, top5_acc: 0.8564, loss_cls: 1.3623, loss: 1.3623, grad_norm: 3.4663 2020-08-19 12:11:16,112 - mmaction - INFO - Epoch [245][540/627] lr: 3.247e-03, eta: 2:41:01, time: 1.387, data_time: 0.005, memory: 8470, top1_acc: 0.6725, top5_acc: 0.8496, loss_cls: 1.3889, loss: 1.3889, grad_norm: 3.4497 2020-08-19 12:11:42,850 - mmaction - INFO - Epoch [245][560/627] lr: 3.247e-03, eta: 2:40:33, time: 1.336, data_time: 0.004, memory: 8470, top1_acc: 0.6701, top5_acc: 0.8518, loss_cls: 1.3735, loss: 1.3735, grad_norm: 3.4699 2020-08-19 12:12:09,674 - mmaction - INFO - Epoch [245][580/627] lr: 3.247e-03, eta: 2:40:05, time: 1.342, data_time: 0.005, memory: 8470, top1_acc: 0.6629, top5_acc: 0.8496, loss_cls: 1.4007, loss: 1.4007, grad_norm: 3.5088 2020-08-19 12:12:38,012 - mmaction - INFO - Epoch [245][600/627] lr: 3.247e-03, eta: 2:39:38, time: 1.414, data_time: 0.007, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8503, loss_cls: 1.3428, loss: 1.3428, grad_norm: 3.3794 2020-08-19 12:13:04,533 - mmaction - INFO - Epoch [245][620/627] lr: 3.247e-03, eta: 2:39:10, time: 1.329, data_time: 0.007, memory: 8470, top1_acc: 0.6789, top5_acc: 0.8513, loss_cls: 1.3816, loss: 1.3816, grad_norm: 3.4346 2020-08-19 12:13:46,403 - mmaction - INFO - Epoch [246][20/627] lr: 2.729e-03, eta: 2:38:32, time: 1.642, data_time: 0.548, memory: 8470, top1_acc: 0.6747, top5_acc: 0.8513, loss_cls: 1.3828, loss: 1.3828, grad_norm: 3.4387 2020-08-19 12:14:12,547 - mmaction - INFO - Epoch [246][40/627] lr: 2.729e-03, eta: 2:38:05, time: 1.308, data_time: 0.007, memory: 8470, top1_acc: 0.6768, top5_acc: 0.8523, loss_cls: 1.3572, loss: 1.3572, grad_norm: 3.3895 2020-08-19 12:14:38,818 - mmaction - INFO - Epoch [246][60/627] lr: 2.729e-03, eta: 2:37:37, time: 1.315, data_time: 0.009, memory: 8470, top1_acc: 0.6749, top5_acc: 0.8514, loss_cls: 1.3781, loss: 1.3781, grad_norm: 3.4173 2020-08-19 12:15:04,467 - mmaction - INFO - Epoch [246][80/627] lr: 2.729e-03, eta: 2:37:09, time: 1.284, data_time: 0.003, memory: 8470, top1_acc: 0.6738, top5_acc: 0.8504, loss_cls: 1.3698, loss: 1.3698, grad_norm: 3.4240 2020-08-19 12:15:32,125 - mmaction - INFO - Epoch [246][100/627] lr: 2.729e-03, eta: 2:36:42, time: 1.381, data_time: 0.002, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8546, loss_cls: 1.3760, loss: 1.3760, grad_norm: 3.4706 2020-08-19 12:16:00,009 - mmaction - INFO - Epoch [246][120/627] lr: 2.729e-03, eta: 2:36:14, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.6775, top5_acc: 0.8564, loss_cls: 1.3625, loss: 1.3625, grad_norm: 3.4472 2020-08-19 12:16:27,212 - mmaction - INFO - Epoch [246][140/627] lr: 2.729e-03, eta: 2:35:46, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.6729, top5_acc: 0.8471, loss_cls: 1.3750, loss: 1.3750, grad_norm: 3.4469 2020-08-19 12:16:55,297 - mmaction - INFO - Epoch [246][160/627] lr: 2.729e-03, eta: 2:35:19, time: 1.407, data_time: 0.006, memory: 8470, top1_acc: 0.6751, top5_acc: 0.8473, loss_cls: 1.3901, loss: 1.3901, grad_norm: 3.4730 2020-08-19 12:17:23,846 - mmaction - INFO - Epoch [246][180/627] lr: 2.729e-03, eta: 2:34:51, time: 1.426, data_time: 0.006, memory: 8470, top1_acc: 0.6720, top5_acc: 0.8499, loss_cls: 1.3869, loss: 1.3869, grad_norm: 3.4928 2020-08-19 12:17:50,536 - mmaction - INFO - Epoch [246][200/627] lr: 2.729e-03, eta: 2:34:23, time: 1.336, data_time: 0.005, memory: 8470, top1_acc: 0.6792, top5_acc: 0.8497, loss_cls: 1.3486, loss: 1.3486, grad_norm: 3.4341 2020-08-19 12:18:17,767 - mmaction - INFO - Epoch [246][220/627] lr: 2.729e-03, eta: 2:33:56, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8518, loss_cls: 1.3646, loss: 1.3646, grad_norm: 3.4616 2020-08-19 12:18:43,697 - mmaction - INFO - Epoch [246][240/627] lr: 2.729e-03, eta: 2:33:28, time: 1.297, data_time: 0.002, memory: 8470, top1_acc: 0.6729, top5_acc: 0.8419, loss_cls: 1.3955, loss: 1.3955, grad_norm: 3.4707 2020-08-19 12:19:10,100 - mmaction - INFO - Epoch [246][260/627] lr: 2.729e-03, eta: 2:33:00, time: 1.318, data_time: 0.005, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8531, loss_cls: 1.3754, loss: 1.3754, grad_norm: 3.4912 2020-08-19 12:19:36,053 - mmaction - INFO - Epoch [246][280/627] lr: 2.729e-03, eta: 2:32:32, time: 1.300, data_time: 0.007, memory: 8470, top1_acc: 0.6754, top5_acc: 0.8495, loss_cls: 1.3743, loss: 1.3743, grad_norm: 3.5091 2020-08-19 12:20:02,692 - mmaction - INFO - Epoch [246][300/627] lr: 2.729e-03, eta: 2:32:05, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.6755, top5_acc: 0.8504, loss_cls: 1.3659, loss: 1.3659, grad_norm: 3.4601 2020-08-19 12:20:29,515 - mmaction - INFO - Epoch [246][320/627] lr: 2.729e-03, eta: 2:31:37, time: 1.343, data_time: 0.004, memory: 8470, top1_acc: 0.6702, top5_acc: 0.8510, loss_cls: 1.3813, loss: 1.3813, grad_norm: 3.5048 2020-08-19 12:20:56,201 - mmaction - INFO - Epoch [246][340/627] lr: 2.729e-03, eta: 2:31:09, time: 1.335, data_time: 0.002, memory: 8470, top1_acc: 0.6721, top5_acc: 0.8551, loss_cls: 1.3688, loss: 1.3688, grad_norm: 3.4622 2020-08-19 12:21:25,167 - mmaction - INFO - Epoch [246][360/627] lr: 2.729e-03, eta: 2:30:42, time: 1.446, data_time: 0.004, memory: 8470, top1_acc: 0.6738, top5_acc: 0.8483, loss_cls: 1.3812, loss: 1.3812, grad_norm: 3.4387 2020-08-19 12:21:51,702 - mmaction - INFO - Epoch [246][380/627] lr: 2.729e-03, eta: 2:30:14, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.6788, top5_acc: 0.8564, loss_cls: 1.3429, loss: 1.3429, grad_norm: 3.4519 2020-08-19 12:22:17,838 - mmaction - INFO - Epoch [246][400/627] lr: 2.729e-03, eta: 2:29:46, time: 1.305, data_time: 0.004, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8497, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.4564 2020-08-19 12:22:43,776 - mmaction - INFO - Epoch [246][420/627] lr: 2.729e-03, eta: 2:29:19, time: 1.297, data_time: 0.005, memory: 8470, top1_acc: 0.6796, top5_acc: 0.8525, loss_cls: 1.3542, loss: 1.3542, grad_norm: 3.4669 2020-08-19 12:23:09,975 - mmaction - INFO - Epoch [246][440/627] lr: 2.729e-03, eta: 2:28:51, time: 1.311, data_time: 0.006, memory: 8470, top1_acc: 0.6659, top5_acc: 0.8510, loss_cls: 1.3871, loss: 1.3871, grad_norm: 3.5080 2020-08-19 12:23:35,458 - mmaction - INFO - Epoch [246][460/627] lr: 2.729e-03, eta: 2:28:23, time: 1.275, data_time: 0.004, memory: 8470, top1_acc: 0.6762, top5_acc: 0.8466, loss_cls: 1.3907, loss: 1.3907, grad_norm: 3.5291 2020-08-19 12:24:04,219 - mmaction - INFO - Epoch [246][480/627] lr: 2.729e-03, eta: 2:27:55, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3866, loss: 1.3866, grad_norm: 3.4765 2020-08-19 12:24:30,251 - mmaction - INFO - Epoch [246][500/627] lr: 2.729e-03, eta: 2:27:28, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8483, loss_cls: 1.3802, loss: 1.3802, grad_norm: 3.5047 2020-08-19 12:24:56,313 - mmaction - INFO - Epoch [246][520/627] lr: 2.729e-03, eta: 2:27:00, time: 1.301, data_time: 0.005, memory: 8470, top1_acc: 0.6749, top5_acc: 0.8579, loss_cls: 1.3559, loss: 1.3559, grad_norm: 3.4500 2020-08-19 12:25:24,695 - mmaction - INFO - Epoch [246][540/627] lr: 2.729e-03, eta: 2:26:32, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.6729, top5_acc: 0.8539, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.4400 2020-08-19 12:25:51,387 - mmaction - INFO - Epoch [246][560/627] lr: 2.729e-03, eta: 2:26:05, time: 1.330, data_time: 0.005, memory: 8470, top1_acc: 0.6690, top5_acc: 0.8496, loss_cls: 1.3789, loss: 1.3789, grad_norm: 3.4824 2020-08-19 12:26:17,345 - mmaction - INFO - Epoch [246][580/627] lr: 2.729e-03, eta: 2:25:37, time: 1.301, data_time: 0.007, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8507, loss_cls: 1.3854, loss: 1.3854, grad_norm: 3.4869 2020-08-19 12:26:44,006 - mmaction - INFO - Epoch [246][600/627] lr: 2.729e-03, eta: 2:25:09, time: 1.332, data_time: 0.006, memory: 8470, top1_acc: 0.6678, top5_acc: 0.8478, loss_cls: 1.3801, loss: 1.3801, grad_norm: 3.4644 2020-08-19 12:27:10,329 - mmaction - INFO - Epoch [246][620/627] lr: 2.729e-03, eta: 2:24:41, time: 1.319, data_time: 0.006, memory: 8470, top1_acc: 0.6672, top5_acc: 0.8526, loss_cls: 1.3735, loss: 1.3735, grad_norm: 3.5071 2020-08-19 12:27:52,509 - mmaction - INFO - Epoch [247][20/627] lr: 2.256e-03, eta: 2:24:04, time: 1.692, data_time: 0.389, memory: 8470, top1_acc: 0.6741, top5_acc: 0.8503, loss_cls: 1.3577, loss: 1.3577, grad_norm: 3.4439 2020-08-19 12:28:17,340 - mmaction - INFO - Epoch [247][40/627] lr: 2.256e-03, eta: 2:23:36, time: 1.244, data_time: 0.006, memory: 8470, top1_acc: 0.6827, top5_acc: 0.8592, loss_cls: 1.3372, loss: 1.3372, grad_norm: 3.4657 2020-08-19 12:29:59,015 - mmaction - INFO - Epoch [247][60/627] lr: 2.256e-03, eta: 2:23:12, time: 5.082, data_time: 0.002, memory: 8470, top1_acc: 0.6815, top5_acc: 0.8499, loss_cls: 1.3633, loss: 1.3633, grad_norm: 3.4354 2020-08-19 12:30:18,316 - mmaction - INFO - Epoch [247][80/627] lr: 2.256e-03, eta: 2:22:44, time: 0.967, data_time: 0.005, memory: 8470, top1_acc: 0.6694, top5_acc: 0.8508, loss_cls: 1.3688, loss: 1.3688, grad_norm: 3.5115 2020-08-19 12:30:39,252 - mmaction - INFO - Epoch [247][100/627] lr: 2.256e-03, eta: 2:22:16, time: 1.046, data_time: 0.006, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8445, loss_cls: 1.3704, loss: 1.3704, grad_norm: 3.4439 2020-08-19 12:31:02,149 - mmaction - INFO - Epoch [247][120/627] lr: 2.256e-03, eta: 2:21:48, time: 1.146, data_time: 0.003, memory: 8470, top1_acc: 0.6681, top5_acc: 0.8573, loss_cls: 1.3784, loss: 1.3784, grad_norm: 3.5277 2020-08-19 12:31:30,138 - mmaction - INFO - Epoch [247][140/627] lr: 2.256e-03, eta: 2:21:20, time: 1.396, data_time: 0.006, memory: 8470, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.4018, loss: 1.4018, grad_norm: 3.5522 2020-08-19 12:31:55,753 - mmaction - INFO - Epoch [247][160/627] lr: 2.256e-03, eta: 2:20:52, time: 1.284, data_time: 0.006, memory: 8470, top1_acc: 0.6745, top5_acc: 0.8512, loss_cls: 1.3678, loss: 1.3678, grad_norm: 3.4858 2020-08-19 12:32:23,040 - mmaction - INFO - Epoch [247][180/627] lr: 2.256e-03, eta: 2:20:25, time: 1.362, data_time: 0.006, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8512, loss_cls: 1.3519, loss: 1.3519, grad_norm: 3.4951 2020-08-19 12:32:48,979 - mmaction - INFO - Epoch [247][200/627] lr: 2.256e-03, eta: 2:19:57, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.6801, top5_acc: 0.8499, loss_cls: 1.3638, loss: 1.3638, grad_norm: 3.4713 2020-08-19 12:33:15,023 - mmaction - INFO - Epoch [247][220/627] lr: 2.256e-03, eta: 2:19:29, time: 1.300, data_time: 0.006, memory: 8470, top1_acc: 0.6712, top5_acc: 0.8539, loss_cls: 1.3557, loss: 1.3557, grad_norm: 3.4833 2020-08-19 12:33:45,276 - mmaction - INFO - Epoch [247][240/627] lr: 2.256e-03, eta: 2:19:02, time: 1.515, data_time: 0.006, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8556, loss_cls: 1.3232, loss: 1.3232, grad_norm: 3.4127 2020-08-19 12:34:10,251 - mmaction - INFO - Epoch [247][260/627] lr: 2.256e-03, eta: 2:18:34, time: 1.247, data_time: 0.005, memory: 8470, top1_acc: 0.6833, top5_acc: 0.8560, loss_cls: 1.3404, loss: 1.3404, grad_norm: 3.5096 2020-08-19 12:34:36,190 - mmaction - INFO - Epoch [247][280/627] lr: 2.256e-03, eta: 2:18:06, time: 1.299, data_time: 0.007, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8517, loss_cls: 1.3434, loss: 1.3434, grad_norm: 3.4666 2020-08-19 12:35:04,418 - mmaction - INFO - Epoch [247][300/627] lr: 2.256e-03, eta: 2:17:38, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3849, loss: 1.3849, grad_norm: 3.5107 2020-08-19 12:35:29,563 - mmaction - INFO - Epoch [247][320/627] lr: 2.256e-03, eta: 2:17:11, time: 1.256, data_time: 0.002, memory: 8470, top1_acc: 0.6780, top5_acc: 0.8596, loss_cls: 1.3379, loss: 1.3379, grad_norm: 3.4894 2020-08-19 12:35:57,100 - mmaction - INFO - Epoch [247][340/627] lr: 2.256e-03, eta: 2:16:43, time: 1.377, data_time: 0.006, memory: 8470, top1_acc: 0.6829, top5_acc: 0.8699, loss_cls: 1.2983, loss: 1.2983, grad_norm: 3.4743 2020-08-19 12:36:22,246 - mmaction - INFO - Epoch [247][360/627] lr: 2.256e-03, eta: 2:16:15, time: 1.258, data_time: 0.003, memory: 8470, top1_acc: 0.6740, top5_acc: 0.8531, loss_cls: 1.3673, loss: 1.3673, grad_norm: 3.5254 2020-08-19 12:36:48,176 - mmaction - INFO - Epoch [247][380/627] lr: 2.256e-03, eta: 2:15:47, time: 1.295, data_time: 0.002, memory: 8470, top1_acc: 0.6723, top5_acc: 0.8536, loss_cls: 1.3790, loss: 1.3790, grad_norm: 3.5314 2020-08-19 12:37:12,984 - mmaction - INFO - Epoch [247][400/627] lr: 2.256e-03, eta: 2:15:20, time: 1.240, data_time: 0.006, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8596, loss_cls: 1.3313, loss: 1.3313, grad_norm: 3.5445 2020-08-19 12:37:41,443 - mmaction - INFO - Epoch [247][420/627] lr: 2.256e-03, eta: 2:14:52, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.6858, top5_acc: 0.8595, loss_cls: 1.3152, loss: 1.3152, grad_norm: 3.4947 2020-08-19 12:38:09,297 - mmaction - INFO - Epoch [247][440/627] lr: 2.256e-03, eta: 2:14:24, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.6835, top5_acc: 0.8536, loss_cls: 1.3470, loss: 1.3470, grad_norm: 3.4573 2020-08-19 12:38:37,784 - mmaction - INFO - Epoch [247][460/627] lr: 2.256e-03, eta: 2:13:57, time: 1.422, data_time: 0.006, memory: 8470, top1_acc: 0.6747, top5_acc: 0.8536, loss_cls: 1.3593, loss: 1.3593, grad_norm: 3.5096 2020-08-19 12:39:03,344 - mmaction - INFO - Epoch [247][480/627] lr: 2.256e-03, eta: 2:13:29, time: 1.279, data_time: 0.006, memory: 8470, top1_acc: 0.6730, top5_acc: 0.8534, loss_cls: 1.3773, loss: 1.3773, grad_norm: 3.5315 2020-08-19 12:39:30,370 - mmaction - INFO - Epoch [247][500/627] lr: 2.256e-03, eta: 2:13:01, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8551, loss_cls: 1.3496, loss: 1.3496, grad_norm: 3.5067 2020-08-19 12:39:57,988 - mmaction - INFO - Epoch [247][520/627] lr: 2.256e-03, eta: 2:12:34, time: 1.383, data_time: 0.006, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8562, loss_cls: 1.3285, loss: 1.3285, grad_norm: 3.5087 2020-08-19 12:40:26,110 - mmaction - INFO - Epoch [247][540/627] lr: 2.256e-03, eta: 2:12:06, time: 1.405, data_time: 0.004, memory: 8470, top1_acc: 0.6754, top5_acc: 0.8559, loss_cls: 1.3729, loss: 1.3729, grad_norm: 3.5409 2020-08-19 12:40:52,560 - mmaction - INFO - Epoch [247][560/627] lr: 2.256e-03, eta: 2:11:38, time: 1.324, data_time: 0.005, memory: 8470, top1_acc: 0.6669, top5_acc: 0.8469, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.5563 2020-08-19 12:41:18,728 - mmaction - INFO - Epoch [247][580/627] lr: 2.256e-03, eta: 2:11:11, time: 1.307, data_time: 0.002, memory: 8470, top1_acc: 0.6693, top5_acc: 0.8477, loss_cls: 1.3796, loss: 1.3796, grad_norm: 3.5275 2020-08-19 12:41:45,945 - mmaction - INFO - Epoch [247][600/627] lr: 2.256e-03, eta: 2:10:43, time: 1.360, data_time: 0.006, memory: 8470, top1_acc: 0.6753, top5_acc: 0.8473, loss_cls: 1.3749, loss: 1.3749, grad_norm: 3.5115 2020-08-19 12:42:13,575 - mmaction - INFO - Epoch [247][620/627] lr: 2.256e-03, eta: 2:10:15, time: 1.383, data_time: 0.005, memory: 8470, top1_acc: 0.6668, top5_acc: 0.8470, loss_cls: 1.3894, loss: 1.3894, grad_norm: 3.5837 2020-08-19 12:42:54,285 - mmaction - INFO - Epoch [248][20/627] lr: 1.828e-03, eta: 2:09:38, time: 1.663, data_time: 0.374, memory: 8470, top1_acc: 0.6659, top5_acc: 0.8513, loss_cls: 1.3997, loss: 1.3997, grad_norm: 3.5489 2020-08-19 12:43:20,979 - mmaction - INFO - Epoch [248][40/627] lr: 1.828e-03, eta: 2:09:10, time: 1.338, data_time: 0.007, memory: 8470, top1_acc: 0.6833, top5_acc: 0.8538, loss_cls: 1.3512, loss: 1.3512, grad_norm: 3.5015 2020-08-19 12:43:48,736 - mmaction - INFO - Epoch [248][60/627] lr: 1.828e-03, eta: 2:08:42, time: 1.388, data_time: 0.002, memory: 8470, top1_acc: 0.6762, top5_acc: 0.8559, loss_cls: 1.3600, loss: 1.3600, grad_norm: 3.5156 2020-08-19 12:44:15,194 - mmaction - INFO - Epoch [248][80/627] lr: 1.828e-03, eta: 2:08:15, time: 1.321, data_time: 0.006, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8562, loss_cls: 1.3401, loss: 1.3401, grad_norm: 3.4928 2020-08-19 12:44:42,329 - mmaction - INFO - Epoch [248][100/627] lr: 1.828e-03, eta: 2:07:47, time: 1.358, data_time: 0.006, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8576, loss_cls: 1.3098, loss: 1.3098, grad_norm: 3.4588 2020-08-19 12:45:09,955 - mmaction - INFO - Epoch [248][120/627] lr: 1.828e-03, eta: 2:07:19, time: 1.381, data_time: 0.006, memory: 8470, top1_acc: 0.6832, top5_acc: 0.8551, loss_cls: 1.3306, loss: 1.3306, grad_norm: 3.5005 2020-08-19 12:45:36,612 - mmaction - INFO - Epoch [248][140/627] lr: 1.828e-03, eta: 2:06:52, time: 1.334, data_time: 0.003, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8523, loss_cls: 1.3467, loss: 1.3467, grad_norm: 3.5107 2020-08-19 12:46:04,046 - mmaction - INFO - Epoch [248][160/627] lr: 1.828e-03, eta: 2:06:24, time: 1.371, data_time: 0.005, memory: 8470, top1_acc: 0.6802, top5_acc: 0.8534, loss_cls: 1.3516, loss: 1.3516, grad_norm: 3.5517 2020-08-19 12:46:30,924 - mmaction - INFO - Epoch [248][180/627] lr: 1.828e-03, eta: 2:05:56, time: 1.344, data_time: 0.004, memory: 8470, top1_acc: 0.6766, top5_acc: 0.8475, loss_cls: 1.3759, loss: 1.3759, grad_norm: 3.4941 2020-08-19 12:46:58,196 - mmaction - INFO - Epoch [248][200/627] lr: 1.828e-03, eta: 2:05:29, time: 1.363, data_time: 0.006, memory: 8470, top1_acc: 0.6701, top5_acc: 0.8460, loss_cls: 1.3873, loss: 1.3873, grad_norm: 3.5424 2020-08-19 12:47:25,219 - mmaction - INFO - Epoch [248][220/627] lr: 1.828e-03, eta: 2:05:01, time: 1.351, data_time: 0.004, memory: 8470, top1_acc: 0.6827, top5_acc: 0.8548, loss_cls: 1.3533, loss: 1.3533, grad_norm: 3.5360 2020-08-19 12:47:53,158 - mmaction - INFO - Epoch [248][240/627] lr: 1.828e-03, eta: 2:04:33, time: 1.397, data_time: 0.006, memory: 8470, top1_acc: 0.6784, top5_acc: 0.8605, loss_cls: 1.3432, loss: 1.3432, grad_norm: 3.5326 2020-08-19 12:48:19,528 - mmaction - INFO - Epoch [248][260/627] lr: 1.828e-03, eta: 2:04:06, time: 1.319, data_time: 0.004, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8530, loss_cls: 1.3358, loss: 1.3358, grad_norm: 3.4977 2020-08-19 12:48:45,145 - mmaction - INFO - Epoch [248][280/627] lr: 1.828e-03, eta: 2:03:38, time: 1.280, data_time: 0.002, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8536, loss_cls: 1.3444, loss: 1.3444, grad_norm: 3.4785 2020-08-19 12:49:11,905 - mmaction - INFO - Epoch [248][300/627] lr: 1.828e-03, eta: 2:03:10, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.6685, top5_acc: 0.8522, loss_cls: 1.3652, loss: 1.3652, grad_norm: 3.5960 2020-08-19 12:49:38,823 - mmaction - INFO - Epoch [248][320/627] lr: 1.828e-03, eta: 2:02:42, time: 1.346, data_time: 0.006, memory: 8470, top1_acc: 0.6861, top5_acc: 0.8543, loss_cls: 1.3253, loss: 1.3253, grad_norm: 3.4899 2020-08-19 12:50:06,586 - mmaction - INFO - Epoch [248][340/627] lr: 1.828e-03, eta: 2:02:15, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.6940, top5_acc: 0.8680, loss_cls: 1.2745, loss: 1.2745, grad_norm: 3.4885 2020-08-19 12:50:33,778 - mmaction - INFO - Epoch [248][360/627] lr: 1.828e-03, eta: 2:01:47, time: 1.360, data_time: 0.002, memory: 8470, top1_acc: 0.6799, top5_acc: 0.8534, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.5375 2020-08-19 12:51:00,905 - mmaction - INFO - Epoch [248][380/627] lr: 1.828e-03, eta: 2:01:19, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.6809, top5_acc: 0.8559, loss_cls: 1.3339, loss: 1.3339, grad_norm: 3.4900 2020-08-19 12:51:27,484 - mmaction - INFO - Epoch [248][400/627] lr: 1.828e-03, eta: 2:00:52, time: 1.329, data_time: 0.003, memory: 8470, top1_acc: 0.6806, top5_acc: 0.8574, loss_cls: 1.3483, loss: 1.3483, grad_norm: 3.5398 2020-08-19 12:51:56,071 - mmaction - INFO - Epoch [248][420/627] lr: 1.828e-03, eta: 2:00:24, time: 1.429, data_time: 0.007, memory: 8470, top1_acc: 0.6785, top5_acc: 0.8561, loss_cls: 1.3668, loss: 1.3668, grad_norm: 3.5228 2020-08-19 12:52:23,158 - mmaction - INFO - Epoch [248][440/627] lr: 1.828e-03, eta: 1:59:56, time: 1.356, data_time: 0.006, memory: 8470, top1_acc: 0.6786, top5_acc: 0.8531, loss_cls: 1.3547, loss: 1.3547, grad_norm: 3.5099 2020-08-19 12:52:51,396 - mmaction - INFO - Epoch [248][460/627] lr: 1.828e-03, eta: 1:59:29, time: 1.411, data_time: 0.005, memory: 8470, top1_acc: 0.6746, top5_acc: 0.8493, loss_cls: 1.3633, loss: 1.3633, grad_norm: 3.5406 2020-08-19 12:53:19,844 - mmaction - INFO - Epoch [248][480/627] lr: 1.828e-03, eta: 1:59:01, time: 1.421, data_time: 0.007, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8518, loss_cls: 1.3434, loss: 1.3434, grad_norm: 3.4736 2020-08-19 12:53:48,470 - mmaction - INFO - Epoch [248][500/627] lr: 1.828e-03, eta: 1:58:33, time: 1.433, data_time: 0.006, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8538, loss_cls: 1.3554, loss: 1.3554, grad_norm: 3.5731 2020-08-19 12:54:17,638 - mmaction - INFO - Epoch [248][520/627] lr: 1.828e-03, eta: 1:58:06, time: 1.456, data_time: 0.006, memory: 8470, top1_acc: 0.6820, top5_acc: 0.8552, loss_cls: 1.3441, loss: 1.3441, grad_norm: 3.5240 2020-08-19 12:54:45,472 - mmaction - INFO - Epoch [248][540/627] lr: 1.828e-03, eta: 1:57:38, time: 1.394, data_time: 0.006, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8579, loss_cls: 1.3392, loss: 1.3392, grad_norm: 3.4970 2020-08-19 12:55:13,301 - mmaction - INFO - Epoch [248][560/627] lr: 1.828e-03, eta: 1:57:11, time: 1.390, data_time: 0.006, memory: 8470, top1_acc: 0.6754, top5_acc: 0.8503, loss_cls: 1.3788, loss: 1.3788, grad_norm: 3.5731 2020-08-19 12:55:41,732 - mmaction - INFO - Epoch [248][580/627] lr: 1.828e-03, eta: 1:56:43, time: 1.423, data_time: 0.005, memory: 8470, top1_acc: 0.6695, top5_acc: 0.8521, loss_cls: 1.3713, loss: 1.3713, grad_norm: 3.5908 2020-08-19 12:56:11,270 - mmaction - INFO - Epoch [248][600/627] lr: 1.828e-03, eta: 1:56:15, time: 1.477, data_time: 0.107, memory: 8470, top1_acc: 0.6799, top5_acc: 0.8504, loss_cls: 1.3508, loss: 1.3508, grad_norm: 3.5466 2020-08-19 12:56:39,889 - mmaction - INFO - Epoch [248][620/627] lr: 1.828e-03, eta: 1:55:48, time: 1.431, data_time: 0.004, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8577, loss_cls: 1.3456, loss: 1.3456, grad_norm: 3.4968 2020-08-19 12:56:49,205 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-08-19 12:57:21,581 - mmaction - INFO - Epoch [249][20/627] lr: 1.445e-03, eta: 1:55:10, time: 1.523, data_time: 0.327, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8599, loss_cls: 1.3340, loss: 1.3340, grad_norm: 3.5088 2020-08-19 12:57:49,792 - mmaction - INFO - Epoch [249][40/627] lr: 1.445e-03, eta: 1:54:42, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.6807, top5_acc: 0.8556, loss_cls: 1.3301, loss: 1.3301, grad_norm: 3.5381 2020-08-19 12:58:20,121 - mmaction - INFO - Epoch [249][60/627] lr: 1.445e-03, eta: 1:54:15, time: 1.516, data_time: 0.006, memory: 8470, top1_acc: 0.6743, top5_acc: 0.8553, loss_cls: 1.3407, loss: 1.3407, grad_norm: 3.5049 2020-08-19 12:58:49,797 - mmaction - INFO - Epoch [249][80/627] lr: 1.445e-03, eta: 1:53:47, time: 1.483, data_time: 0.002, memory: 8470, top1_acc: 0.6792, top5_acc: 0.8569, loss_cls: 1.3307, loss: 1.3307, grad_norm: 3.5062 2020-08-19 12:59:18,529 - mmaction - INFO - Epoch [249][100/627] lr: 1.445e-03, eta: 1:53:20, time: 1.435, data_time: 0.006, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3195, loss: 1.3195, grad_norm: 3.5039 2020-08-19 12:59:47,967 - mmaction - INFO - Epoch [249][120/627] lr: 1.445e-03, eta: 1:52:52, time: 1.474, data_time: 0.006, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8516, loss_cls: 1.3520, loss: 1.3520, grad_norm: 3.5581 2020-08-19 13:00:20,454 - mmaction - INFO - Epoch [249][140/627] lr: 1.445e-03, eta: 1:52:24, time: 1.618, data_time: 0.006, memory: 8470, top1_acc: 0.6849, top5_acc: 0.8531, loss_cls: 1.3384, loss: 1.3384, grad_norm: 3.4840 2020-08-19 13:00:49,014 - mmaction - INFO - Epoch [249][160/627] lr: 1.445e-03, eta: 1:51:57, time: 1.435, data_time: 0.020, memory: 8470, top1_acc: 0.6806, top5_acc: 0.8546, loss_cls: 1.3494, loss: 1.3494, grad_norm: 3.5394 2020-08-19 13:01:19,220 - mmaction - INFO - Epoch [249][180/627] lr: 1.445e-03, eta: 1:51:29, time: 1.510, data_time: 0.005, memory: 8470, top1_acc: 0.6656, top5_acc: 0.8552, loss_cls: 1.3596, loss: 1.3596, grad_norm: 3.5733 2020-08-19 13:01:47,498 - mmaction - INFO - Epoch [249][200/627] lr: 1.445e-03, eta: 1:51:02, time: 1.413, data_time: 0.002, memory: 8470, top1_acc: 0.6875, top5_acc: 0.8549, loss_cls: 1.3325, loss: 1.3325, grad_norm: 3.5131 2020-08-19 13:02:17,032 - mmaction - INFO - Epoch [249][220/627] lr: 1.445e-03, eta: 1:50:34, time: 1.477, data_time: 0.005, memory: 8470, top1_acc: 0.6792, top5_acc: 0.8547, loss_cls: 1.3437, loss: 1.3437, grad_norm: 3.5337 2020-08-19 13:02:46,407 - mmaction - INFO - Epoch [249][240/627] lr: 1.445e-03, eta: 1:50:06, time: 1.468, data_time: 0.007, memory: 8470, top1_acc: 0.6697, top5_acc: 0.8435, loss_cls: 1.4041, loss: 1.4041, grad_norm: 3.5806 2020-08-19 13:03:15,245 - mmaction - INFO - Epoch [249][260/627] lr: 1.445e-03, eta: 1:49:39, time: 1.443, data_time: 0.005, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8557, loss_cls: 1.3283, loss: 1.3283, grad_norm: 3.5239 2020-08-19 13:03:44,020 - mmaction - INFO - Epoch [249][280/627] lr: 1.445e-03, eta: 1:49:11, time: 1.437, data_time: 0.006, memory: 8470, top1_acc: 0.6738, top5_acc: 0.8547, loss_cls: 1.3600, loss: 1.3600, grad_norm: 3.5406 2020-08-19 13:04:14,049 - mmaction - INFO - Epoch [249][300/627] lr: 1.445e-03, eta: 1:48:44, time: 1.502, data_time: 0.005, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8607, loss_cls: 1.3237, loss: 1.3237, grad_norm: 3.5147 2020-08-19 13:04:42,934 - mmaction - INFO - Epoch [249][320/627] lr: 1.445e-03, eta: 1:48:16, time: 1.444, data_time: 0.007, memory: 8470, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3324, loss: 1.3324, grad_norm: 3.5092 2020-08-19 13:05:12,034 - mmaction - INFO - Epoch [249][340/627] lr: 1.445e-03, eta: 1:47:48, time: 1.456, data_time: 0.005, memory: 8470, top1_acc: 0.6727, top5_acc: 0.8504, loss_cls: 1.3806, loss: 1.3806, grad_norm: 3.6144 2020-08-19 13:05:41,766 - mmaction - INFO - Epoch [249][360/627] lr: 1.445e-03, eta: 1:47:21, time: 1.488, data_time: 0.005, memory: 8470, top1_acc: 0.6859, top5_acc: 0.8534, loss_cls: 1.3345, loss: 1.3345, grad_norm: 3.5676 2020-08-19 13:06:11,406 - mmaction - INFO - Epoch [249][380/627] lr: 1.445e-03, eta: 1:46:53, time: 1.481, data_time: 0.005, memory: 8470, top1_acc: 0.6714, top5_acc: 0.8434, loss_cls: 1.3939, loss: 1.3939, grad_norm: 3.5442 2020-08-19 13:06:40,892 - mmaction - INFO - Epoch [249][400/627] lr: 1.445e-03, eta: 1:46:25, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.6728, top5_acc: 0.8518, loss_cls: 1.3610, loss: 1.3610, grad_norm: 3.5613 2020-08-19 13:07:09,348 - mmaction - INFO - Epoch [249][420/627] lr: 1.445e-03, eta: 1:45:58, time: 1.420, data_time: 0.005, memory: 8470, top1_acc: 0.6794, top5_acc: 0.8609, loss_cls: 1.3360, loss: 1.3360, grad_norm: 3.5525 2020-08-19 13:07:37,571 - mmaction - INFO - Epoch [249][440/627] lr: 1.445e-03, eta: 1:45:30, time: 1.413, data_time: 0.006, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3678, loss: 1.3678, grad_norm: 3.5708 2020-08-19 13:08:06,571 - mmaction - INFO - Epoch [249][460/627] lr: 1.445e-03, eta: 1:45:03, time: 1.449, data_time: 0.006, memory: 8470, top1_acc: 0.6802, top5_acc: 0.8482, loss_cls: 1.3626, loss: 1.3626, grad_norm: 3.5023 2020-08-19 13:08:35,664 - mmaction - INFO - Epoch [249][480/627] lr: 1.445e-03, eta: 1:44:35, time: 1.456, data_time: 0.004, memory: 8470, top1_acc: 0.6823, top5_acc: 0.8549, loss_cls: 1.3380, loss: 1.3380, grad_norm: 3.4764 2020-08-19 13:09:04,401 - mmaction - INFO - Epoch [249][500/627] lr: 1.445e-03, eta: 1:44:07, time: 1.435, data_time: 0.005, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8553, loss_cls: 1.3404, loss: 1.3404, grad_norm: 3.5065 2020-08-19 13:09:34,476 - mmaction - INFO - Epoch [249][520/627] lr: 1.445e-03, eta: 1:43:40, time: 1.506, data_time: 0.005, memory: 8470, top1_acc: 0.6764, top5_acc: 0.8499, loss_cls: 1.3571, loss: 1.3571, grad_norm: 3.5519 2020-08-19 13:10:03,235 - mmaction - INFO - Epoch [249][540/627] lr: 1.445e-03, eta: 1:43:12, time: 1.438, data_time: 0.004, memory: 8470, top1_acc: 0.6794, top5_acc: 0.8574, loss_cls: 1.3411, loss: 1.3411, grad_norm: 3.5440 2020-08-19 13:10:32,666 - mmaction - INFO - Epoch [249][560/627] lr: 1.445e-03, eta: 1:42:44, time: 1.472, data_time: 0.002, memory: 8470, top1_acc: 0.6777, top5_acc: 0.8512, loss_cls: 1.3529, loss: 1.3529, grad_norm: 3.5523 2020-08-19 13:11:01,279 - mmaction - INFO - Epoch [249][580/627] lr: 1.445e-03, eta: 1:42:17, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.6685, top5_acc: 0.8477, loss_cls: 1.3833, loss: 1.3833, grad_norm: 3.5940 2020-08-19 13:11:30,883 - mmaction - INFO - Epoch [249][600/627] lr: 1.445e-03, eta: 1:41:49, time: 1.477, data_time: 0.007, memory: 8470, top1_acc: 0.6818, top5_acc: 0.8587, loss_cls: 1.3501, loss: 1.3501, grad_norm: 3.5296 2020-08-19 13:12:00,133 - mmaction - INFO - Epoch [249][620/627] lr: 1.445e-03, eta: 1:41:21, time: 1.466, data_time: 0.006, memory: 8470, top1_acc: 0.6918, top5_acc: 0.8603, loss_cls: 1.2952, loss: 1.2952, grad_norm: 3.5075 2020-08-19 13:12:43,603 - mmaction - INFO - Epoch [250][20/627] lr: 1.106e-03, eta: 1:40:44, time: 1.742, data_time: 0.574, memory: 8470, top1_acc: 0.6789, top5_acc: 0.8549, loss_cls: 1.3538, loss: 1.3538, grad_norm: 3.5760 2020-08-19 13:13:10,095 - mmaction - INFO - Epoch [250][40/627] lr: 1.106e-03, eta: 1:40:16, time: 1.327, data_time: 0.005, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8510, loss_cls: 1.3625, loss: 1.3625, grad_norm: 3.4964 2020-08-19 13:13:40,045 - mmaction - INFO - Epoch [250][60/627] lr: 1.106e-03, eta: 1:39:49, time: 1.496, data_time: 0.004, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8557, loss_cls: 1.3222, loss: 1.3222, grad_norm: 3.5573 2020-08-19 13:14:08,118 - mmaction - INFO - Epoch [250][80/627] lr: 1.106e-03, eta: 1:39:21, time: 1.405, data_time: 0.005, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8542, loss_cls: 1.3285, loss: 1.3285, grad_norm: 3.5399 2020-08-19 13:14:36,402 - mmaction - INFO - Epoch [250][100/627] lr: 1.106e-03, eta: 1:38:53, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8539, loss_cls: 1.3371, loss: 1.3371, grad_norm: 3.5348 2020-08-19 13:15:05,175 - mmaction - INFO - Epoch [250][120/627] lr: 1.106e-03, eta: 1:38:26, time: 1.440, data_time: 0.005, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8556, loss_cls: 1.3419, loss: 1.3419, grad_norm: 3.5639 2020-08-19 13:15:35,006 - mmaction - INFO - Epoch [250][140/627] lr: 1.106e-03, eta: 1:37:58, time: 1.490, data_time: 0.002, memory: 8470, top1_acc: 0.6819, top5_acc: 0.8612, loss_cls: 1.3266, loss: 1.3266, grad_norm: 3.5542 2020-08-19 13:16:04,378 - mmaction - INFO - Epoch [250][160/627] lr: 1.106e-03, eta: 1:37:31, time: 1.466, data_time: 0.007, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8591, loss_cls: 1.3292, loss: 1.3292, grad_norm: 3.5611 2020-08-19 13:16:33,186 - mmaction - INFO - Epoch [250][180/627] lr: 1.106e-03, eta: 1:37:03, time: 1.444, data_time: 0.007, memory: 8470, top1_acc: 0.6767, top5_acc: 0.8527, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.5629 2020-08-19 13:17:01,467 - mmaction - INFO - Epoch [250][200/627] lr: 1.106e-03, eta: 1:36:35, time: 1.412, data_time: 0.005, memory: 8470, top1_acc: 0.6876, top5_acc: 0.8604, loss_cls: 1.3163, loss: 1.3163, grad_norm: 3.5254 2020-08-19 13:17:29,752 - mmaction - INFO - Epoch [250][220/627] lr: 1.106e-03, eta: 1:36:08, time: 1.416, data_time: 0.005, memory: 8470, top1_acc: 0.6857, top5_acc: 0.8577, loss_cls: 1.3364, loss: 1.3364, grad_norm: 3.5390 2020-08-19 13:17:56,944 - mmaction - INFO - Epoch [250][240/627] lr: 1.106e-03, eta: 1:35:40, time: 1.358, data_time: 0.005, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8589, loss_cls: 1.3241, loss: 1.3241, grad_norm: 3.5713 2020-08-19 13:18:25,100 - mmaction - INFO - Epoch [250][260/627] lr: 1.106e-03, eta: 1:35:12, time: 1.409, data_time: 0.006, memory: 8470, top1_acc: 0.6841, top5_acc: 0.8562, loss_cls: 1.3304, loss: 1.3304, grad_norm: 3.5319 2020-08-19 13:18:54,495 - mmaction - INFO - Epoch [250][280/627] lr: 1.106e-03, eta: 1:34:45, time: 1.470, data_time: 0.002, memory: 8470, top1_acc: 0.6801, top5_acc: 0.8471, loss_cls: 1.3615, loss: 1.3615, grad_norm: 3.5798 2020-08-19 13:19:22,386 - mmaction - INFO - Epoch [250][300/627] lr: 1.106e-03, eta: 1:34:17, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.6716, top5_acc: 0.8471, loss_cls: 1.3841, loss: 1.3841, grad_norm: 3.6598 2020-08-19 13:19:50,388 - mmaction - INFO - Epoch [250][320/627] lr: 1.106e-03, eta: 1:33:49, time: 1.398, data_time: 0.006, memory: 8470, top1_acc: 0.6840, top5_acc: 0.8543, loss_cls: 1.3438, loss: 1.3438, grad_norm: 3.5537 2020-08-19 13:20:18,733 - mmaction - INFO - Epoch [250][340/627] lr: 1.106e-03, eta: 1:33:22, time: 1.419, data_time: 0.006, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8576, loss_cls: 1.3182, loss: 1.3182, grad_norm: 3.5737 2020-08-19 13:20:47,227 - mmaction - INFO - Epoch [250][360/627] lr: 1.106e-03, eta: 1:32:54, time: 1.424, data_time: 0.002, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8632, loss_cls: 1.3181, loss: 1.3181, grad_norm: 3.5800 2020-08-19 13:21:14,231 - mmaction - INFO - Epoch [250][380/627] lr: 1.106e-03, eta: 1:32:26, time: 1.351, data_time: 0.006, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8530, loss_cls: 1.3294, loss: 1.3294, grad_norm: 3.5346 2020-08-19 13:21:40,848 - mmaction - INFO - Epoch [250][400/627] lr: 1.106e-03, eta: 1:31:59, time: 1.330, data_time: 0.007, memory: 8470, top1_acc: 0.6798, top5_acc: 0.8480, loss_cls: 1.3532, loss: 1.3532, grad_norm: 3.5461 2020-08-19 13:22:07,011 - mmaction - INFO - Epoch [250][420/627] lr: 1.106e-03, eta: 1:31:31, time: 1.305, data_time: 0.003, memory: 8470, top1_acc: 0.6892, top5_acc: 0.8630, loss_cls: 1.2755, loss: 1.2755, grad_norm: 3.4774 2020-08-19 13:22:32,649 - mmaction - INFO - Epoch [250][440/627] lr: 1.106e-03, eta: 1:31:03, time: 1.286, data_time: 0.008, memory: 8470, top1_acc: 0.6763, top5_acc: 0.8559, loss_cls: 1.3426, loss: 1.3426, grad_norm: 3.5628 2020-08-19 13:22:59,495 - mmaction - INFO - Epoch [250][460/627] lr: 1.106e-03, eta: 1:30:36, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.6798, top5_acc: 0.8613, loss_cls: 1.3282, loss: 1.3282, grad_norm: 3.5455 2020-08-19 13:23:26,099 - mmaction - INFO - Epoch [250][480/627] lr: 1.106e-03, eta: 1:30:08, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.6893, top5_acc: 0.8559, loss_cls: 1.3095, loss: 1.3095, grad_norm: 3.5254 2020-08-19 13:23:52,497 - mmaction - INFO - Epoch [250][500/627] lr: 1.106e-03, eta: 1:29:40, time: 1.322, data_time: 0.005, memory: 8470, top1_acc: 0.6803, top5_acc: 0.8497, loss_cls: 1.3494, loss: 1.3494, grad_norm: 3.5809 2020-08-19 13:24:21,727 - mmaction - INFO - Epoch [250][520/627] lr: 1.106e-03, eta: 1:29:12, time: 1.460, data_time: 0.005, memory: 8470, top1_acc: 0.6836, top5_acc: 0.8552, loss_cls: 1.3222, loss: 1.3222, grad_norm: 3.5490 2020-08-19 13:24:50,333 - mmaction - INFO - Epoch [250][540/627] lr: 1.106e-03, eta: 1:28:45, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.6803, top5_acc: 0.8536, loss_cls: 1.3629, loss: 1.3629, grad_norm: 3.5890 2020-08-19 13:25:16,543 - mmaction - INFO - Epoch [250][560/627] lr: 1.106e-03, eta: 1:28:17, time: 1.307, data_time: 0.005, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8518, loss_cls: 1.3338, loss: 1.3338, grad_norm: 3.5681 2020-08-19 13:25:42,981 - mmaction - INFO - Epoch [250][580/627] lr: 1.106e-03, eta: 1:27:49, time: 1.326, data_time: 0.007, memory: 8470, top1_acc: 0.6823, top5_acc: 0.8542, loss_cls: 1.3461, loss: 1.3461, grad_norm: 3.5286 2020-08-19 13:26:09,761 - mmaction - INFO - Epoch [250][600/627] lr: 1.106e-03, eta: 1:27:22, time: 1.336, data_time: 0.004, memory: 8470, top1_acc: 0.6742, top5_acc: 0.8552, loss_cls: 1.3522, loss: 1.3522, grad_norm: 3.6046 2020-08-19 13:26:36,151 - mmaction - INFO - Epoch [250][620/627] lr: 1.106e-03, eta: 1:26:54, time: 1.322, data_time: 0.006, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8582, loss_cls: 1.3139, loss: 1.3139, grad_norm: 3.5449 2020-08-19 13:27:17,415 - mmaction - INFO - Epoch [251][20/627] lr: 8.129e-04, eta: 1:26:17, time: 1.621, data_time: 0.414, memory: 8470, top1_acc: 0.6794, top5_acc: 0.8561, loss_cls: 1.3194, loss: 1.3194, grad_norm: 3.5980 2020-08-19 13:27:44,249 - mmaction - INFO - Epoch [251][40/627] lr: 8.129e-04, eta: 1:25:49, time: 1.344, data_time: 0.006, memory: 8470, top1_acc: 0.6770, top5_acc: 0.8559, loss_cls: 1.3547, loss: 1.3547, grad_norm: 3.6294 2020-08-19 13:28:11,419 - mmaction - INFO - Epoch [251][60/627] lr: 8.129e-04, eta: 1:25:21, time: 1.357, data_time: 0.005, memory: 8470, top1_acc: 0.6803, top5_acc: 0.8514, loss_cls: 1.3517, loss: 1.3517, grad_norm: 3.5989 2020-08-19 13:28:38,280 - mmaction - INFO - Epoch [251][80/627] lr: 8.129e-04, eta: 1:24:53, time: 1.343, data_time: 0.005, memory: 8470, top1_acc: 0.6796, top5_acc: 0.8516, loss_cls: 1.3639, loss: 1.3639, grad_norm: 3.6098 2020-08-19 13:29:04,736 - mmaction - INFO - Epoch [251][100/627] lr: 8.129e-04, eta: 1:24:26, time: 1.322, data_time: 0.008, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8503, loss_cls: 1.3627, loss: 1.3627, grad_norm: 3.5486 2020-08-19 13:29:32,139 - mmaction - INFO - Epoch [251][120/627] lr: 8.129e-04, eta: 1:23:58, time: 1.372, data_time: 0.006, memory: 8470, top1_acc: 0.6770, top5_acc: 0.8546, loss_cls: 1.3513, loss: 1.3513, grad_norm: 3.5724 2020-08-19 13:29:58,375 - mmaction - INFO - Epoch [251][140/627] lr: 8.129e-04, eta: 1:23:30, time: 1.312, data_time: 0.006, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8525, loss_cls: 1.3436, loss: 1.3436, grad_norm: 3.5351 2020-08-19 13:30:25,935 - mmaction - INFO - Epoch [251][160/627] lr: 8.129e-04, eta: 1:23:03, time: 1.375, data_time: 0.005, memory: 8470, top1_acc: 0.6784, top5_acc: 0.8501, loss_cls: 1.3643, loss: 1.3643, grad_norm: 3.5610 2020-08-19 13:30:52,111 - mmaction - INFO - Epoch [251][180/627] lr: 8.129e-04, eta: 1:22:35, time: 1.312, data_time: 0.007, memory: 8470, top1_acc: 0.6794, top5_acc: 0.8577, loss_cls: 1.3372, loss: 1.3372, grad_norm: 3.6037 2020-08-19 13:31:19,013 - mmaction - INFO - Epoch [251][200/627] lr: 8.129e-04, eta: 1:22:07, time: 1.343, data_time: 0.004, memory: 8470, top1_acc: 0.6865, top5_acc: 0.8579, loss_cls: 1.3186, loss: 1.3186, grad_norm: 3.5353 2020-08-19 13:31:45,703 - mmaction - INFO - Epoch [251][220/627] lr: 8.129e-04, eta: 1:21:40, time: 1.337, data_time: 0.006, memory: 8470, top1_acc: 0.6779, top5_acc: 0.8555, loss_cls: 1.3449, loss: 1.3449, grad_norm: 3.6134 2020-08-19 13:32:13,771 - mmaction - INFO - Epoch [251][240/627] lr: 8.129e-04, eta: 1:21:12, time: 1.403, data_time: 0.001, memory: 8470, top1_acc: 0.6858, top5_acc: 0.8586, loss_cls: 1.3130, loss: 1.3130, grad_norm: 3.5227 2020-08-19 13:32:40,046 - mmaction - INFO - Epoch [251][260/627] lr: 8.129e-04, eta: 1:20:44, time: 1.313, data_time: 0.006, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8505, loss_cls: 1.3533, loss: 1.3533, grad_norm: 3.6042 2020-08-19 13:33:05,819 - mmaction - INFO - Epoch [251][280/627] lr: 8.129e-04, eta: 1:20:17, time: 1.289, data_time: 0.004, memory: 8470, top1_acc: 0.6788, top5_acc: 0.8531, loss_cls: 1.3558, loss: 1.3558, grad_norm: 3.5791 2020-08-19 13:33:34,785 - mmaction - INFO - Epoch [251][300/627] lr: 8.129e-04, eta: 1:19:49, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8586, loss_cls: 1.3071, loss: 1.3071, grad_norm: 3.5542 2020-08-19 13:33:59,891 - mmaction - INFO - Epoch [251][320/627] lr: 8.129e-04, eta: 1:19:21, time: 1.257, data_time: 0.006, memory: 8470, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3227, loss: 1.3227, grad_norm: 3.5569 2020-08-19 13:34:26,457 - mmaction - INFO - Epoch [251][340/627] lr: 8.129e-04, eta: 1:18:54, time: 1.326, data_time: 0.006, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8578, loss_cls: 1.3228, loss: 1.3228, grad_norm: 3.5618 2020-08-19 13:34:54,021 - mmaction - INFO - Epoch [251][360/627] lr: 8.129e-04, eta: 1:18:26, time: 1.382, data_time: 0.007, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8538, loss_cls: 1.3402, loss: 1.3402, grad_norm: 3.5366 2020-08-19 13:35:21,159 - mmaction - INFO - Epoch [251][380/627] lr: 8.129e-04, eta: 1:17:58, time: 1.355, data_time: 0.005, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8513, loss_cls: 1.3469, loss: 1.3469, grad_norm: 3.5992 2020-08-19 13:35:47,361 - mmaction - INFO - Epoch [251][400/627] lr: 8.129e-04, eta: 1:17:30, time: 1.311, data_time: 0.005, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8599, loss_cls: 1.3019, loss: 1.3019, grad_norm: 3.5001 2020-08-19 13:36:12,403 - mmaction - INFO - Epoch [251][420/627] lr: 8.129e-04, eta: 1:17:03, time: 1.251, data_time: 0.006, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8536, loss_cls: 1.3306, loss: 1.3306, grad_norm: 3.5369 2020-08-19 13:36:38,950 - mmaction - INFO - Epoch [251][440/627] lr: 8.129e-04, eta: 1:16:35, time: 1.329, data_time: 0.006, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8598, loss_cls: 1.3123, loss: 1.3123, grad_norm: 3.5452 2020-08-19 13:37:05,648 - mmaction - INFO - Epoch [251][460/627] lr: 8.129e-04, eta: 1:16:07, time: 1.333, data_time: 0.006, memory: 8470, top1_acc: 0.6753, top5_acc: 0.8548, loss_cls: 1.3523, loss: 1.3523, grad_norm: 3.5892 2020-08-19 13:37:33,300 - mmaction - INFO - Epoch [251][480/627] lr: 8.129e-04, eta: 1:15:40, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8604, loss_cls: 1.3004, loss: 1.3004, grad_norm: 3.5600 2020-08-19 13:37:59,054 - mmaction - INFO - Epoch [251][500/627] lr: 8.129e-04, eta: 1:15:12, time: 1.284, data_time: 0.006, memory: 8470, top1_acc: 0.6850, top5_acc: 0.8577, loss_cls: 1.3202, loss: 1.3202, grad_norm: 3.5707 2020-08-19 13:38:25,077 - mmaction - INFO - Epoch [251][520/627] lr: 8.129e-04, eta: 1:14:44, time: 1.304, data_time: 0.007, memory: 8470, top1_acc: 0.6785, top5_acc: 0.8479, loss_cls: 1.3745, loss: 1.3745, grad_norm: 3.5894 2020-08-19 13:38:52,967 - mmaction - INFO - Epoch [251][540/627] lr: 8.129e-04, eta: 1:14:17, time: 1.394, data_time: 0.002, memory: 8470, top1_acc: 0.6811, top5_acc: 0.8621, loss_cls: 1.3237, loss: 1.3237, grad_norm: 3.5644 2020-08-19 13:39:18,931 - mmaction - INFO - Epoch [251][560/627] lr: 8.129e-04, eta: 1:13:49, time: 1.299, data_time: 0.006, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8598, loss_cls: 1.3076, loss: 1.3076, grad_norm: 3.5239 2020-08-19 13:39:45,641 - mmaction - INFO - Epoch [251][580/627] lr: 8.129e-04, eta: 1:13:21, time: 1.334, data_time: 0.007, memory: 8470, top1_acc: 0.6900, top5_acc: 0.8607, loss_cls: 1.2935, loss: 1.2935, grad_norm: 3.5438 2020-08-19 13:40:14,072 - mmaction - INFO - Epoch [251][600/627] lr: 8.129e-04, eta: 1:12:54, time: 1.421, data_time: 0.006, memory: 8470, top1_acc: 0.6858, top5_acc: 0.8592, loss_cls: 1.3148, loss: 1.3148, grad_norm: 3.5733 2020-08-19 13:40:40,648 - mmaction - INFO - Epoch [251][620/627] lr: 8.129e-04, eta: 1:12:26, time: 1.331, data_time: 0.005, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8579, loss_cls: 1.3040, loss: 1.3040, grad_norm: 3.5276 2020-08-19 13:41:21,267 - mmaction - INFO - Epoch [252][20/627] lr: 5.646e-04, eta: 1:11:48, time: 1.624, data_time: 0.400, memory: 8470, top1_acc: 0.6850, top5_acc: 0.8488, loss_cls: 1.3145, loss: 1.3145, grad_norm: 3.5222 2020-08-19 13:41:46,352 - mmaction - INFO - Epoch [252][40/627] lr: 5.646e-04, eta: 1:11:21, time: 1.256, data_time: 0.006, memory: 8470, top1_acc: 0.6820, top5_acc: 0.8612, loss_cls: 1.3195, loss: 1.3195, grad_norm: 3.5355 2020-08-19 13:42:12,881 - mmaction - INFO - Epoch [252][60/627] lr: 5.646e-04, eta: 1:10:53, time: 1.327, data_time: 0.006, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8607, loss_cls: 1.3309, loss: 1.3309, grad_norm: 3.5384 2020-08-19 13:42:38,701 - mmaction - INFO - Epoch [252][80/627] lr: 5.646e-04, eta: 1:10:25, time: 1.291, data_time: 0.004, memory: 8470, top1_acc: 0.6887, top5_acc: 0.8562, loss_cls: 1.3227, loss: 1.3227, grad_norm: 3.5519 2020-08-19 13:43:05,704 - mmaction - INFO - Epoch [252][100/627] lr: 5.646e-04, eta: 1:09:58, time: 1.349, data_time: 0.005, memory: 8470, top1_acc: 0.6827, top5_acc: 0.8551, loss_cls: 1.3354, loss: 1.3354, grad_norm: 3.5515 2020-08-19 13:43:31,338 - mmaction - INFO - Epoch [252][120/627] lr: 5.646e-04, eta: 1:09:30, time: 1.282, data_time: 0.007, memory: 8470, top1_acc: 0.6835, top5_acc: 0.8605, loss_cls: 1.3194, loss: 1.3194, grad_norm: 3.5366 2020-08-19 13:43:58,589 - mmaction - INFO - Epoch [252][140/627] lr: 5.646e-04, eta: 1:09:02, time: 1.362, data_time: 0.003, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8516, loss_cls: 1.3394, loss: 1.3394, grad_norm: 3.5620 2020-08-19 13:44:26,525 - mmaction - INFO - Epoch [252][160/627] lr: 5.646e-04, eta: 1:08:35, time: 1.395, data_time: 0.006, memory: 8470, top1_acc: 0.6801, top5_acc: 0.8529, loss_cls: 1.3698, loss: 1.3698, grad_norm: 3.6412 2020-08-19 13:44:54,230 - mmaction - INFO - Epoch [252][180/627] lr: 5.646e-04, eta: 1:08:07, time: 1.388, data_time: 0.006, memory: 8470, top1_acc: 0.6831, top5_acc: 0.8529, loss_cls: 1.3457, loss: 1.3457, grad_norm: 3.5894 2020-08-19 13:45:21,486 - mmaction - INFO - Epoch [252][200/627] lr: 5.646e-04, eta: 1:07:39, time: 1.361, data_time: 0.005, memory: 8470, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3457, loss: 1.3457, grad_norm: 3.5823 2020-08-19 13:45:47,147 - mmaction - INFO - Epoch [252][220/627] lr: 5.646e-04, eta: 1:07:12, time: 1.285, data_time: 0.004, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8552, loss_cls: 1.3207, loss: 1.3207, grad_norm: 3.5303 2020-08-19 13:46:12,061 - mmaction - INFO - Epoch [252][240/627] lr: 5.646e-04, eta: 1:06:44, time: 1.244, data_time: 0.005, memory: 8470, top1_acc: 0.6773, top5_acc: 0.8543, loss_cls: 1.3556, loss: 1.3556, grad_norm: 3.5980 2020-08-19 13:46:38,095 - mmaction - INFO - Epoch [252][260/627] lr: 5.646e-04, eta: 1:06:16, time: 1.304, data_time: 0.005, memory: 8470, top1_acc: 0.6878, top5_acc: 0.8544, loss_cls: 1.3209, loss: 1.3209, grad_norm: 3.5985 2020-08-19 13:47:04,714 - mmaction - INFO - Epoch [252][280/627] lr: 5.646e-04, eta: 1:05:49, time: 1.328, data_time: 0.005, memory: 8470, top1_acc: 0.6823, top5_acc: 0.8529, loss_cls: 1.3326, loss: 1.3326, grad_norm: 3.5884 2020-08-19 13:47:31,639 - mmaction - INFO - Epoch [252][300/627] lr: 5.646e-04, eta: 1:05:21, time: 1.349, data_time: 0.006, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8596, loss_cls: 1.3056, loss: 1.3056, grad_norm: 3.5224 2020-08-19 13:47:58,304 - mmaction - INFO - Epoch [252][320/627] lr: 5.646e-04, eta: 1:04:53, time: 1.332, data_time: 0.002, memory: 8470, top1_acc: 0.6900, top5_acc: 0.8574, loss_cls: 1.3163, loss: 1.3163, grad_norm: 3.5116 2020-08-19 13:48:25,687 - mmaction - INFO - Epoch [252][340/627] lr: 5.646e-04, eta: 1:04:25, time: 1.369, data_time: 0.006, memory: 8470, top1_acc: 0.6759, top5_acc: 0.8501, loss_cls: 1.3553, loss: 1.3553, grad_norm: 3.6133 2020-08-19 13:48:52,677 - mmaction - INFO - Epoch [252][360/627] lr: 5.646e-04, eta: 1:03:58, time: 1.351, data_time: 0.003, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8542, loss_cls: 1.3432, loss: 1.3432, grad_norm: 3.5673 2020-08-19 13:49:20,393 - mmaction - INFO - Epoch [252][380/627] lr: 5.646e-04, eta: 1:03:30, time: 1.384, data_time: 0.005, memory: 8470, top1_acc: 0.6784, top5_acc: 0.8557, loss_cls: 1.3506, loss: 1.3506, grad_norm: 3.6011 2020-08-19 13:49:47,679 - mmaction - INFO - Epoch [252][400/627] lr: 5.646e-04, eta: 1:03:02, time: 1.366, data_time: 0.006, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8616, loss_cls: 1.3123, loss: 1.3123, grad_norm: 3.5656 2020-08-19 13:50:14,010 - mmaction - INFO - Epoch [252][420/627] lr: 5.646e-04, eta: 1:02:35, time: 1.315, data_time: 0.005, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8598, loss_cls: 1.3188, loss: 1.3188, grad_norm: 3.5961 2020-08-19 13:50:40,092 - mmaction - INFO - Epoch [252][440/627] lr: 5.646e-04, eta: 1:02:07, time: 1.305, data_time: 0.005, memory: 8470, top1_acc: 0.6966, top5_acc: 0.8669, loss_cls: 1.2683, loss: 1.2683, grad_norm: 3.5019 2020-08-19 13:51:08,511 - mmaction - INFO - Epoch [252][460/627] lr: 5.646e-04, eta: 1:01:39, time: 1.420, data_time: 0.006, memory: 8470, top1_acc: 0.6849, top5_acc: 0.8576, loss_cls: 1.3281, loss: 1.3281, grad_norm: 3.6197 2020-08-19 13:51:35,880 - mmaction - INFO - Epoch [252][480/627] lr: 5.646e-04, eta: 1:01:12, time: 1.370, data_time: 0.005, memory: 8470, top1_acc: 0.6789, top5_acc: 0.8585, loss_cls: 1.3246, loss: 1.3246, grad_norm: 3.5938 2020-08-19 13:52:03,466 - mmaction - INFO - Epoch [252][500/627] lr: 5.646e-04, eta: 1:00:44, time: 1.378, data_time: 0.005, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8522, loss_cls: 1.3358, loss: 1.3358, grad_norm: 3.5692 2020-08-19 13:52:31,653 - mmaction - INFO - Epoch [252][520/627] lr: 5.646e-04, eta: 1:00:16, time: 1.409, data_time: 0.007, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8503, loss_cls: 1.3562, loss: 1.3562, grad_norm: 3.5903 2020-08-19 13:53:00,524 - mmaction - INFO - Epoch [252][540/627] lr: 5.646e-04, eta: 0:59:49, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8604, loss_cls: 1.3101, loss: 1.3101, grad_norm: 3.5526 2020-08-19 13:53:29,367 - mmaction - INFO - Epoch [252][560/627] lr: 5.646e-04, eta: 0:59:21, time: 1.441, data_time: 0.005, memory: 8470, top1_acc: 0.6862, top5_acc: 0.8600, loss_cls: 1.2980, loss: 1.2980, grad_norm: 3.5129 2020-08-19 13:53:57,854 - mmaction - INFO - Epoch [252][580/627] lr: 5.646e-04, eta: 0:58:54, time: 1.425, data_time: 0.003, memory: 8470, top1_acc: 0.6829, top5_acc: 0.8566, loss_cls: 1.3333, loss: 1.3333, grad_norm: 3.5528 2020-08-19 13:54:26,532 - mmaction - INFO - Epoch [252][600/627] lr: 5.646e-04, eta: 0:58:26, time: 1.432, data_time: 0.006, memory: 8470, top1_acc: 0.6828, top5_acc: 0.8599, loss_cls: 1.3235, loss: 1.3235, grad_norm: 3.5622 2020-08-19 13:54:54,519 - mmaction - INFO - Epoch [252][620/627] lr: 5.646e-04, eta: 0:57:58, time: 1.402, data_time: 0.006, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8621, loss_cls: 1.3053, loss: 1.3053, grad_norm: 3.5327 2020-08-19 13:55:02,922 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-08-19 13:55:34,024 - mmaction - INFO - Epoch [253][20/627] lr: 3.614e-04, eta: 0:57:21, time: 1.453, data_time: 0.310, memory: 8470, top1_acc: 0.6836, top5_acc: 0.8585, loss_cls: 1.3339, loss: 1.3339, grad_norm: 3.5920 2020-08-19 13:56:02,138 - mmaction - INFO - Epoch [253][40/627] lr: 3.614e-04, eta: 0:56:53, time: 1.407, data_time: 0.003, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8589, loss_cls: 1.3207, loss: 1.3207, grad_norm: 3.5475 2020-08-19 13:56:30,576 - mmaction - INFO - Epoch [253][60/627] lr: 3.614e-04, eta: 0:56:25, time: 1.418, data_time: 0.006, memory: 8470, top1_acc: 0.6771, top5_acc: 0.8577, loss_cls: 1.3351, loss: 1.3351, grad_norm: 3.6041 2020-08-19 13:56:58,351 - mmaction - INFO - Epoch [253][80/627] lr: 3.614e-04, eta: 0:55:58, time: 1.392, data_time: 0.007, memory: 8470, top1_acc: 0.6815, top5_acc: 0.8535, loss_cls: 1.3387, loss: 1.3387, grad_norm: 3.5271 2020-08-19 13:57:26,202 - mmaction - INFO - Epoch [253][100/627] lr: 3.614e-04, eta: 0:55:30, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8529, loss_cls: 1.3370, loss: 1.3370, grad_norm: 3.5574 2020-08-19 13:57:53,509 - mmaction - INFO - Epoch [253][120/627] lr: 3.614e-04, eta: 0:55:02, time: 1.365, data_time: 0.002, memory: 8470, top1_acc: 0.6913, top5_acc: 0.8638, loss_cls: 1.2957, loss: 1.2957, grad_norm: 3.5124 2020-08-19 13:58:21,348 - mmaction - INFO - Epoch [253][140/627] lr: 3.614e-04, eta: 0:54:35, time: 1.393, data_time: 0.006, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8509, loss_cls: 1.3355, loss: 1.3355, grad_norm: 3.5777 2020-08-19 13:58:48,408 - mmaction - INFO - Epoch [253][160/627] lr: 3.614e-04, eta: 0:54:07, time: 1.353, data_time: 0.002, memory: 8470, top1_acc: 0.6835, top5_acc: 0.8521, loss_cls: 1.3442, loss: 1.3442, grad_norm: 3.5644 2020-08-19 13:59:16,622 - mmaction - INFO - Epoch [253][180/627] lr: 3.614e-04, eta: 0:53:39, time: 1.408, data_time: 0.004, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8563, loss_cls: 1.2961, loss: 1.2961, grad_norm: 3.4842 2020-08-19 13:59:44,022 - mmaction - INFO - Epoch [253][200/627] lr: 3.614e-04, eta: 0:53:12, time: 1.373, data_time: 0.007, memory: 8470, top1_acc: 0.6893, top5_acc: 0.8628, loss_cls: 1.2844, loss: 1.2844, grad_norm: 3.5042 2020-08-19 14:00:14,933 - mmaction - INFO - Epoch [253][220/627] lr: 3.614e-04, eta: 0:52:44, time: 1.533, data_time: 0.004, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8530, loss_cls: 1.3432, loss: 1.3432, grad_norm: 3.5962 2020-08-19 14:00:41,668 - mmaction - INFO - Epoch [253][240/627] lr: 3.614e-04, eta: 0:52:17, time: 1.346, data_time: 0.026, memory: 8470, top1_acc: 0.6951, top5_acc: 0.8681, loss_cls: 1.2750, loss: 1.2750, grad_norm: 3.5200 2020-08-19 14:01:10,867 - mmaction - INFO - Epoch [253][260/627] lr: 3.614e-04, eta: 0:51:49, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.6936, top5_acc: 0.8622, loss_cls: 1.2944, loss: 1.2944, grad_norm: 3.5066 2020-08-19 14:01:39,359 - mmaction - INFO - Epoch [253][280/627] lr: 3.614e-04, eta: 0:51:21, time: 1.422, data_time: 0.005, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8525, loss_cls: 1.3274, loss: 1.3274, grad_norm: 3.5847 2020-08-19 14:02:07,940 - mmaction - INFO - Epoch [253][300/627] lr: 3.614e-04, eta: 0:50:54, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.6840, top5_acc: 0.8607, loss_cls: 1.3188, loss: 1.3188, grad_norm: 3.5733 2020-08-19 14:02:34,311 - mmaction - INFO - Epoch [253][320/627] lr: 3.614e-04, eta: 0:50:26, time: 1.317, data_time: 0.005, memory: 8470, top1_acc: 0.6798, top5_acc: 0.8560, loss_cls: 1.3357, loss: 1.3357, grad_norm: 3.5896 2020-08-19 14:03:02,105 - mmaction - INFO - Epoch [253][340/627] lr: 3.614e-04, eta: 0:49:58, time: 1.391, data_time: 0.005, memory: 8470, top1_acc: 0.6988, top5_acc: 0.8604, loss_cls: 1.2967, loss: 1.2967, grad_norm: 3.5264 2020-08-19 14:03:31,096 - mmaction - INFO - Epoch [253][360/627] lr: 3.614e-04, eta: 0:49:31, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.6832, top5_acc: 0.8618, loss_cls: 1.3269, loss: 1.3269, grad_norm: 3.5741 2020-08-19 14:04:00,103 - mmaction - INFO - Epoch [253][380/627] lr: 3.614e-04, eta: 0:49:03, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.6826, top5_acc: 0.8625, loss_cls: 1.3320, loss: 1.3320, grad_norm: 3.5736 2020-08-19 14:04:29,925 - mmaction - INFO - Epoch [253][400/627] lr: 3.614e-04, eta: 0:48:35, time: 1.491, data_time: 0.005, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8628, loss_cls: 1.2965, loss: 1.2965, grad_norm: 3.5429 2020-08-19 14:04:59,658 - mmaction - INFO - Epoch [253][420/627] lr: 3.614e-04, eta: 0:48:08, time: 1.487, data_time: 0.007, memory: 8470, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.3111, loss: 1.3111, grad_norm: 3.5903 2020-08-19 14:05:29,305 - mmaction - INFO - Epoch [253][440/627] lr: 3.614e-04, eta: 0:47:40, time: 1.483, data_time: 0.003, memory: 8470, top1_acc: 0.6779, top5_acc: 0.8562, loss_cls: 1.3402, loss: 1.3402, grad_norm: 3.5625 2020-08-19 14:05:59,003 - mmaction - INFO - Epoch [253][460/627] lr: 3.614e-04, eta: 0:47:12, time: 1.483, data_time: 0.006, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8549, loss_cls: 1.3405, loss: 1.3405, grad_norm: 3.6072 2020-08-19 14:06:27,878 - mmaction - INFO - Epoch [253][480/627] lr: 3.614e-04, eta: 0:46:45, time: 1.446, data_time: 0.005, memory: 8470, top1_acc: 0.6932, top5_acc: 0.8596, loss_cls: 1.2803, loss: 1.2803, grad_norm: 3.5147 2020-08-19 14:06:57,152 - mmaction - INFO - Epoch [253][500/627] lr: 3.614e-04, eta: 0:46:17, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.6973, top5_acc: 0.8660, loss_cls: 1.2728, loss: 1.2728, grad_norm: 3.5210 2020-08-19 14:07:26,939 - mmaction - INFO - Epoch [253][520/627] lr: 3.614e-04, eta: 0:45:49, time: 1.490, data_time: 0.006, memory: 8470, top1_acc: 0.6905, top5_acc: 0.8573, loss_cls: 1.3217, loss: 1.3217, grad_norm: 3.5766 2020-08-19 14:07:56,992 - mmaction - INFO - Epoch [253][540/627] lr: 3.614e-04, eta: 0:45:22, time: 1.502, data_time: 0.006, memory: 8470, top1_acc: 0.6854, top5_acc: 0.8549, loss_cls: 1.3240, loss: 1.3240, grad_norm: 3.5990 2020-08-19 14:08:24,889 - mmaction - INFO - Epoch [253][560/627] lr: 3.614e-04, eta: 0:44:54, time: 1.396, data_time: 0.005, memory: 8470, top1_acc: 0.6786, top5_acc: 0.8518, loss_cls: 1.3549, loss: 1.3549, grad_norm: 3.6142 2020-08-19 14:08:54,479 - mmaction - INFO - Epoch [253][580/627] lr: 3.614e-04, eta: 0:44:27, time: 1.479, data_time: 0.002, memory: 8470, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3083, loss: 1.3083, grad_norm: 3.5418 2020-08-19 14:09:23,898 - mmaction - INFO - Epoch [253][600/627] lr: 3.614e-04, eta: 0:43:59, time: 1.470, data_time: 0.005, memory: 8470, top1_acc: 0.6855, top5_acc: 0.8587, loss_cls: 1.3235, loss: 1.3235, grad_norm: 3.5642 2020-08-19 14:09:53,060 - mmaction - INFO - Epoch [253][620/627] lr: 3.614e-04, eta: 0:43:31, time: 1.460, data_time: 0.006, memory: 8470, top1_acc: 0.6897, top5_acc: 0.8635, loss_cls: 1.2986, loss: 1.2986, grad_norm: 3.5589 2020-08-19 14:10:39,669 - mmaction - INFO - Epoch [254][20/627] lr: 2.033e-04, eta: 0:42:54, time: 1.853, data_time: 0.703, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8552, loss_cls: 1.3321, loss: 1.3321, grad_norm: 3.5790 2020-08-19 14:11:07,069 - mmaction - INFO - Epoch [254][40/627] lr: 2.033e-04, eta: 0:42:26, time: 1.371, data_time: 0.004, memory: 8470, top1_acc: 0.6930, top5_acc: 0.8643, loss_cls: 1.3026, loss: 1.3026, grad_norm: 3.5479 2020-08-19 14:11:36,501 - mmaction - INFO - Epoch [254][60/627] lr: 2.033e-04, eta: 0:41:59, time: 1.471, data_time: 0.006, memory: 8470, top1_acc: 0.6852, top5_acc: 0.8583, loss_cls: 1.3190, loss: 1.3190, grad_norm: 3.5788 2020-08-19 14:12:05,778 - mmaction - INFO - Epoch [254][80/627] lr: 2.033e-04, eta: 0:41:31, time: 1.463, data_time: 0.007, memory: 8470, top1_acc: 0.6839, top5_acc: 0.8478, loss_cls: 1.3540, loss: 1.3540, grad_norm: 3.5915 2020-08-19 14:12:34,797 - mmaction - INFO - Epoch [254][100/627] lr: 2.033e-04, eta: 0:41:03, time: 1.448, data_time: 0.003, memory: 8470, top1_acc: 0.6845, top5_acc: 0.8590, loss_cls: 1.3241, loss: 1.3241, grad_norm: 3.5506 2020-08-19 14:13:03,855 - mmaction - INFO - Epoch [254][120/627] lr: 2.033e-04, eta: 0:40:36, time: 1.457, data_time: 0.007, memory: 8470, top1_acc: 0.6849, top5_acc: 0.8576, loss_cls: 1.3278, loss: 1.3278, grad_norm: 3.5914 2020-08-19 14:13:33,213 - mmaction - INFO - Epoch [254][140/627] lr: 2.033e-04, eta: 0:40:08, time: 1.468, data_time: 0.002, memory: 8470, top1_acc: 0.6780, top5_acc: 0.8568, loss_cls: 1.3386, loss: 1.3386, grad_norm: 3.6608 2020-08-19 14:14:01,967 - mmaction - INFO - Epoch [254][160/627] lr: 2.033e-04, eta: 0:39:40, time: 1.436, data_time: 0.005, memory: 8470, top1_acc: 0.6764, top5_acc: 0.8540, loss_cls: 1.3523, loss: 1.3523, grad_norm: 3.6302 2020-08-19 14:14:30,908 - mmaction - INFO - Epoch [254][180/627] lr: 2.033e-04, eta: 0:39:13, time: 1.448, data_time: 0.006, memory: 8470, top1_acc: 0.6831, top5_acc: 0.8573, loss_cls: 1.3311, loss: 1.3311, grad_norm: 3.5778 2020-08-19 14:14:59,180 - mmaction - INFO - Epoch [254][200/627] lr: 2.033e-04, eta: 0:38:45, time: 1.415, data_time: 0.003, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8555, loss_cls: 1.3196, loss: 1.3196, grad_norm: 3.5483 2020-08-19 14:15:28,581 - mmaction - INFO - Epoch [254][220/627] lr: 2.033e-04, eta: 0:38:17, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.6879, top5_acc: 0.8632, loss_cls: 1.2879, loss: 1.2879, grad_norm: 3.4966 2020-08-19 14:15:57,469 - mmaction - INFO - Epoch [254][240/627] lr: 2.033e-04, eta: 0:37:50, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.6892, top5_acc: 0.8581, loss_cls: 1.3065, loss: 1.3065, grad_norm: 3.5559 2020-08-19 14:16:26,129 - mmaction - INFO - Epoch [254][260/627] lr: 2.033e-04, eta: 0:37:22, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.6958, top5_acc: 0.8630, loss_cls: 1.2941, loss: 1.2941, grad_norm: 3.5184 2020-08-19 14:16:55,085 - mmaction - INFO - Epoch [254][280/627] lr: 2.033e-04, eta: 0:36:54, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.6829, top5_acc: 0.8521, loss_cls: 1.3443, loss: 1.3443, grad_norm: 3.5877 2020-08-19 14:17:23,550 - mmaction - INFO - Epoch [254][300/627] lr: 2.033e-04, eta: 0:36:27, time: 1.421, data_time: 0.004, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8521, loss_cls: 1.3412, loss: 1.3412, grad_norm: 3.5840 2020-08-19 14:17:53,325 - mmaction - INFO - Epoch [254][320/627] lr: 2.033e-04, eta: 0:35:59, time: 1.491, data_time: 0.006, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8618, loss_cls: 1.2914, loss: 1.2914, grad_norm: 3.5358 2020-08-19 14:18:21,965 - mmaction - INFO - Epoch [254][340/627] lr: 2.033e-04, eta: 0:35:31, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.6917, top5_acc: 0.8613, loss_cls: 1.3015, loss: 1.3015, grad_norm: 3.5075 2020-08-19 14:18:50,871 - mmaction - INFO - Epoch [254][360/627] lr: 2.033e-04, eta: 0:35:04, time: 1.445, data_time: 0.002, memory: 8470, top1_acc: 0.6805, top5_acc: 0.8544, loss_cls: 1.3488, loss: 1.3488, grad_norm: 3.6340 2020-08-19 14:19:20,429 - mmaction - INFO - Epoch [254][380/627] lr: 2.033e-04, eta: 0:34:36, time: 1.476, data_time: 0.005, memory: 8470, top1_acc: 0.6951, top5_acc: 0.8648, loss_cls: 1.2919, loss: 1.2919, grad_norm: 3.5414 2020-08-19 14:19:50,281 - mmaction - INFO - Epoch [254][400/627] lr: 2.033e-04, eta: 0:34:08, time: 1.494, data_time: 0.006, memory: 8470, top1_acc: 0.6833, top5_acc: 0.8566, loss_cls: 1.3354, loss: 1.3354, grad_norm: 3.6017 2020-08-19 14:20:18,668 - mmaction - INFO - Epoch [254][420/627] lr: 2.033e-04, eta: 0:33:41, time: 1.417, data_time: 0.005, memory: 8470, top1_acc: 0.6978, top5_acc: 0.8698, loss_cls: 1.2702, loss: 1.2702, grad_norm: 3.5603 2020-08-19 14:20:47,898 - mmaction - INFO - Epoch [254][440/627] lr: 2.033e-04, eta: 0:33:13, time: 1.463, data_time: 0.006, memory: 8470, top1_acc: 0.6915, top5_acc: 0.8602, loss_cls: 1.2962, loss: 1.2962, grad_norm: 3.5687 2020-08-19 14:21:17,190 - mmaction - INFO - Epoch [254][460/627] lr: 2.033e-04, eta: 0:32:45, time: 1.462, data_time: 0.006, memory: 8470, top1_acc: 0.6842, top5_acc: 0.8583, loss_cls: 1.3075, loss: 1.3075, grad_norm: 3.5626 2020-08-19 14:21:46,805 - mmaction - INFO - Epoch [254][480/627] lr: 2.033e-04, eta: 0:32:18, time: 1.481, data_time: 0.006, memory: 8470, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3318, loss: 1.3318, grad_norm: 3.5968 2020-08-19 14:22:15,235 - mmaction - INFO - Epoch [254][500/627] lr: 2.033e-04, eta: 0:31:50, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.6891, top5_acc: 0.8620, loss_cls: 1.3148, loss: 1.3148, grad_norm: 3.5556 2020-08-19 14:22:44,261 - mmaction - INFO - Epoch [254][520/627] lr: 2.033e-04, eta: 0:31:22, time: 1.451, data_time: 0.005, memory: 8470, top1_acc: 0.6900, top5_acc: 0.8608, loss_cls: 1.3274, loss: 1.3274, grad_norm: 3.5999 2020-08-19 14:23:12,867 - mmaction - INFO - Epoch [254][540/627] lr: 2.033e-04, eta: 0:30:55, time: 1.431, data_time: 0.002, memory: 8470, top1_acc: 0.6906, top5_acc: 0.8572, loss_cls: 1.3073, loss: 1.3073, grad_norm: 3.5742 2020-08-19 14:23:41,843 - mmaction - INFO - Epoch [254][560/627] lr: 2.033e-04, eta: 0:30:27, time: 1.447, data_time: 0.005, memory: 8470, top1_acc: 0.6862, top5_acc: 0.8578, loss_cls: 1.3150, loss: 1.3150, grad_norm: 3.5384 2020-08-19 14:24:10,384 - mmaction - INFO - Epoch [254][580/627] lr: 2.033e-04, eta: 0:29:59, time: 1.429, data_time: 0.005, memory: 8470, top1_acc: 0.6939, top5_acc: 0.8647, loss_cls: 1.2875, loss: 1.2875, grad_norm: 3.5352 2020-08-19 14:24:39,073 - mmaction - INFO - Epoch [254][600/627] lr: 2.033e-04, eta: 0:29:32, time: 1.433, data_time: 0.005, memory: 8470, top1_acc: 0.6917, top5_acc: 0.8551, loss_cls: 1.3235, loss: 1.3235, grad_norm: 3.5270 2020-08-19 14:25:08,065 - mmaction - INFO - Epoch [254][620/627] lr: 2.033e-04, eta: 0:29:04, time: 1.452, data_time: 0.005, memory: 8470, top1_acc: 0.6883, top5_acc: 0.8615, loss_cls: 1.3205, loss: 1.3205, grad_norm: 3.5895 2020-08-19 14:25:54,142 - mmaction - INFO - Epoch [255][20/627] lr: 9.035e-05, eta: 0:28:27, time: 1.850, data_time: 0.393, memory: 8470, top1_acc: 0.6908, top5_acc: 0.8600, loss_cls: 1.3081, loss: 1.3081, grad_norm: 3.5661 2020-08-19 14:26:22,019 - mmaction - INFO - Epoch [255][40/627] lr: 9.035e-05, eta: 0:27:59, time: 1.394, data_time: 0.004, memory: 8470, top1_acc: 0.6874, top5_acc: 0.8638, loss_cls: 1.2988, loss: 1.2988, grad_norm: 3.5629 2020-08-19 14:26:50,297 - mmaction - INFO - Epoch [255][60/627] lr: 9.035e-05, eta: 0:27:31, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.6857, top5_acc: 0.8603, loss_cls: 1.3181, loss: 1.3181, grad_norm: 3.4942 2020-08-19 14:27:19,071 - mmaction - INFO - Epoch [255][80/627] lr: 9.035e-05, eta: 0:27:04, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8582, loss_cls: 1.3127, loss: 1.3127, grad_norm: 3.5474 2020-08-19 14:27:47,866 - mmaction - INFO - Epoch [255][100/627] lr: 9.035e-05, eta: 0:26:36, time: 1.440, data_time: 0.002, memory: 8470, top1_acc: 0.6844, top5_acc: 0.8581, loss_cls: 1.3275, loss: 1.3275, grad_norm: 3.5411 2020-08-19 14:28:17,280 - mmaction - INFO - Epoch [255][120/627] lr: 9.035e-05, eta: 0:26:08, time: 1.471, data_time: 0.005, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8625, loss_cls: 1.3197, loss: 1.3197, grad_norm: 3.5852 2020-08-19 14:28:46,001 - mmaction - INFO - Epoch [255][140/627] lr: 9.035e-05, eta: 0:25:41, time: 1.436, data_time: 0.003, memory: 8470, top1_acc: 0.6867, top5_acc: 0.8544, loss_cls: 1.3209, loss: 1.3209, grad_norm: 3.5594 2020-08-19 14:29:14,192 - mmaction - INFO - Epoch [255][160/627] lr: 9.035e-05, eta: 0:25:13, time: 1.408, data_time: 0.005, memory: 8470, top1_acc: 0.6820, top5_acc: 0.8581, loss_cls: 1.3395, loss: 1.3395, grad_norm: 3.5816 2020-08-19 14:29:43,102 - mmaction - INFO - Epoch [255][180/627] lr: 9.035e-05, eta: 0:24:45, time: 1.444, data_time: 0.003, memory: 8470, top1_acc: 0.6923, top5_acc: 0.8578, loss_cls: 1.3107, loss: 1.3107, grad_norm: 3.5666 2020-08-19 14:30:11,936 - mmaction - INFO - Epoch [255][200/627] lr: 9.035e-05, eta: 0:24:18, time: 1.443, data_time: 0.006, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8578, loss_cls: 1.3266, loss: 1.3266, grad_norm: 3.5726 2020-08-19 14:30:40,683 - mmaction - INFO - Epoch [255][220/627] lr: 9.035e-05, eta: 0:23:50, time: 1.438, data_time: 0.005, memory: 8470, top1_acc: 0.6790, top5_acc: 0.8556, loss_cls: 1.3483, loss: 1.3483, grad_norm: 3.6394 2020-08-19 14:31:09,883 - mmaction - INFO - Epoch [255][240/627] lr: 9.035e-05, eta: 0:23:23, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8569, loss_cls: 1.3378, loss: 1.3378, grad_norm: 3.6082 2020-08-19 14:31:38,720 - mmaction - INFO - Epoch [255][260/627] lr: 9.035e-05, eta: 0:22:55, time: 1.444, data_time: 0.006, memory: 8470, top1_acc: 0.6896, top5_acc: 0.8607, loss_cls: 1.2922, loss: 1.2922, grad_norm: 3.5039 2020-08-19 14:32:07,868 - mmaction - INFO - Epoch [255][280/627] lr: 9.035e-05, eta: 0:22:27, time: 1.455, data_time: 0.004, memory: 8470, top1_acc: 0.6858, top5_acc: 0.8533, loss_cls: 1.3268, loss: 1.3268, grad_norm: 3.5529 2020-08-19 14:32:36,297 - mmaction - INFO - Epoch [255][300/627] lr: 9.035e-05, eta: 0:22:00, time: 1.424, data_time: 0.006, memory: 8470, top1_acc: 0.6879, top5_acc: 0.8585, loss_cls: 1.3032, loss: 1.3032, grad_norm: 3.6017 2020-08-19 14:33:05,033 - mmaction - INFO - Epoch [255][320/627] lr: 9.035e-05, eta: 0:21:32, time: 1.434, data_time: 0.004, memory: 8470, top1_acc: 0.6799, top5_acc: 0.8607, loss_cls: 1.3354, loss: 1.3354, grad_norm: 3.5906 2020-08-19 14:33:34,281 - mmaction - INFO - Epoch [255][340/627] lr: 9.035e-05, eta: 0:21:04, time: 1.465, data_time: 0.007, memory: 8470, top1_acc: 0.6938, top5_acc: 0.8656, loss_cls: 1.2755, loss: 1.2755, grad_norm: 3.5328 2020-08-19 14:34:03,427 - mmaction - INFO - Epoch [255][360/627] lr: 9.035e-05, eta: 0:20:37, time: 1.453, data_time: 0.005, memory: 8470, top1_acc: 0.6836, top5_acc: 0.8521, loss_cls: 1.3478, loss: 1.3478, grad_norm: 3.6069 2020-08-19 14:34:31,919 - mmaction - INFO - Epoch [255][380/627] lr: 9.035e-05, eta: 0:20:09, time: 1.427, data_time: 0.007, memory: 8470, top1_acc: 0.6837, top5_acc: 0.8572, loss_cls: 1.3201, loss: 1.3201, grad_norm: 3.5948 2020-08-19 14:35:00,664 - mmaction - INFO - Epoch [255][400/627] lr: 9.035e-05, eta: 0:19:41, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.6826, top5_acc: 0.8596, loss_cls: 1.3262, loss: 1.3262, grad_norm: 3.5938 2020-08-19 14:35:29,712 - mmaction - INFO - Epoch [255][420/627] lr: 9.035e-05, eta: 0:19:14, time: 1.453, data_time: 0.006, memory: 8470, top1_acc: 0.6852, top5_acc: 0.8518, loss_cls: 1.3422, loss: 1.3422, grad_norm: 3.5721 2020-08-19 14:35:58,381 - mmaction - INFO - Epoch [255][440/627] lr: 9.035e-05, eta: 0:18:46, time: 1.434, data_time: 0.005, memory: 8470, top1_acc: 0.6861, top5_acc: 0.8599, loss_cls: 1.3279, loss: 1.3279, grad_norm: 3.6172 2020-08-19 14:36:26,582 - mmaction - INFO - Epoch [255][460/627] lr: 9.035e-05, eta: 0:18:18, time: 1.410, data_time: 0.006, memory: 8470, top1_acc: 0.6953, top5_acc: 0.8626, loss_cls: 1.2835, loss: 1.2835, grad_norm: 3.5428 2020-08-19 14:36:55,215 - mmaction - INFO - Epoch [255][480/627] lr: 9.035e-05, eta: 0:17:50, time: 1.430, data_time: 0.006, memory: 8470, top1_acc: 0.6863, top5_acc: 0.8566, loss_cls: 1.3207, loss: 1.3207, grad_norm: 3.5461 2020-08-19 14:37:23,787 - mmaction - INFO - Epoch [255][500/627] lr: 9.035e-05, eta: 0:17:23, time: 1.431, data_time: 0.006, memory: 8470, top1_acc: 0.6947, top5_acc: 0.8608, loss_cls: 1.2821, loss: 1.2821, grad_norm: 3.5666 2020-08-19 14:37:53,352 - mmaction - INFO - Epoch [255][520/627] lr: 9.035e-05, eta: 0:16:55, time: 1.478, data_time: 0.006, memory: 8470, top1_acc: 0.6887, top5_acc: 0.8658, loss_cls: 1.2845, loss: 1.2845, grad_norm: 3.5719 2020-08-19 14:38:22,000 - mmaction - INFO - Epoch [255][540/627] lr: 9.035e-05, eta: 0:16:27, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.6858, top5_acc: 0.8576, loss_cls: 1.3118, loss: 1.3118, grad_norm: 3.5531 2020-08-19 14:38:50,952 - mmaction - INFO - Epoch [255][560/627] lr: 9.035e-05, eta: 0:16:00, time: 1.447, data_time: 0.002, memory: 8470, top1_acc: 0.6867, top5_acc: 0.8565, loss_cls: 1.3109, loss: 1.3109, grad_norm: 3.5542 2020-08-19 14:39:19,606 - mmaction - INFO - Epoch [255][580/627] lr: 9.035e-05, eta: 0:15:32, time: 1.431, data_time: 0.005, memory: 8470, top1_acc: 0.6844, top5_acc: 0.8590, loss_cls: 1.3159, loss: 1.3159, grad_norm: 3.6053 2020-08-19 14:39:47,959 - mmaction - INFO - Epoch [255][600/627] lr: 9.035e-05, eta: 0:15:04, time: 1.419, data_time: 0.005, memory: 8470, top1_acc: 0.6829, top5_acc: 0.8607, loss_cls: 1.3220, loss: 1.3220, grad_norm: 3.6352 2020-08-19 14:40:17,086 - mmaction - INFO - Epoch [255][620/627] lr: 9.035e-05, eta: 0:14:37, time: 1.454, data_time: 0.005, memory: 8470, top1_acc: 0.6884, top5_acc: 0.8594, loss_cls: 1.3181, loss: 1.3181, grad_norm: 3.6135 2020-08-19 14:41:01,055 - mmaction - INFO - Epoch [256][20/627] lr: 2.259e-05, eta: 0:13:59, time: 1.747, data_time: 0.396, memory: 8470, top1_acc: 0.6816, top5_acc: 0.8534, loss_cls: 1.3285, loss: 1.3285, grad_norm: 3.5860 2020-08-19 14:41:27,584 - mmaction - INFO - Epoch [256][40/627] lr: 2.259e-05, eta: 0:13:32, time: 1.330, data_time: 0.006, memory: 8470, top1_acc: 0.6829, top5_acc: 0.8559, loss_cls: 1.3390, loss: 1.3390, grad_norm: 3.6007 2020-08-19 14:41:56,434 - mmaction - INFO - Epoch [256][60/627] lr: 2.259e-05, eta: 0:13:04, time: 1.441, data_time: 0.006, memory: 8470, top1_acc: 0.6812, top5_acc: 0.8639, loss_cls: 1.3075, loss: 1.3075, grad_norm: 3.6114 2020-08-19 14:42:24,463 - mmaction - INFO - Epoch [256][80/627] lr: 2.259e-05, eta: 0:12:36, time: 1.403, data_time: 0.005, memory: 8470, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2871, loss: 1.2871, grad_norm: 3.5514 2020-08-19 14:42:52,803 - mmaction - INFO - Epoch [256][100/627] lr: 2.259e-05, eta: 0:12:09, time: 1.414, data_time: 0.005, memory: 8470, top1_acc: 0.6872, top5_acc: 0.8617, loss_cls: 1.3129, loss: 1.3129, grad_norm: 3.5923 2020-08-19 14:43:21,799 - mmaction - INFO - Epoch [256][120/627] lr: 2.259e-05, eta: 0:11:41, time: 1.450, data_time: 0.006, memory: 8470, top1_acc: 0.6866, top5_acc: 0.8607, loss_cls: 1.3191, loss: 1.3191, grad_norm: 3.5808 2020-08-19 14:43:50,073 - mmaction - INFO - Epoch [256][140/627] lr: 2.259e-05, eta: 0:11:13, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.6904, top5_acc: 0.8660, loss_cls: 1.2778, loss: 1.2778, grad_norm: 3.5192 2020-08-19 14:44:19,096 - mmaction - INFO - Epoch [256][160/627] lr: 2.259e-05, eta: 0:10:46, time: 1.453, data_time: 0.007, memory: 8470, top1_acc: 0.6833, top5_acc: 0.8563, loss_cls: 1.3249, loss: 1.3249, grad_norm: 3.5562 2020-08-19 14:44:48,297 - mmaction - INFO - Epoch [256][180/627] lr: 2.259e-05, eta: 0:10:18, time: 1.459, data_time: 0.006, memory: 8470, top1_acc: 0.6763, top5_acc: 0.8566, loss_cls: 1.3457, loss: 1.3457, grad_norm: 3.6947 2020-08-19 14:45:16,526 - mmaction - INFO - Epoch [256][200/627] lr: 2.259e-05, eta: 0:09:50, time: 1.412, data_time: 0.006, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8599, loss_cls: 1.2949, loss: 1.2949, grad_norm: 3.5771 2020-08-19 14:45:46,516 - mmaction - INFO - Epoch [256][220/627] lr: 2.259e-05, eta: 0:09:23, time: 1.501, data_time: 0.005, memory: 8470, top1_acc: 0.6900, top5_acc: 0.8615, loss_cls: 1.2965, loss: 1.2965, grad_norm: 3.5450 2020-08-19 14:46:14,522 - mmaction - INFO - Epoch [256][240/627] lr: 2.259e-05, eta: 0:08:55, time: 1.397, data_time: 0.005, memory: 8470, top1_acc: 0.6888, top5_acc: 0.8612, loss_cls: 1.3071, loss: 1.3071, grad_norm: 3.6002 2020-08-19 14:46:42,893 - mmaction - INFO - Epoch [256][260/627] lr: 2.259e-05, eta: 0:08:27, time: 1.422, data_time: 0.007, memory: 8470, top1_acc: 0.6815, top5_acc: 0.8523, loss_cls: 1.3257, loss: 1.3257, grad_norm: 3.5726 2020-08-19 14:47:11,672 - mmaction - INFO - Epoch [256][280/627] lr: 2.259e-05, eta: 0:08:00, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.6771, top5_acc: 0.8544, loss_cls: 1.3445, loss: 1.3445, grad_norm: 3.5866 2020-08-19 14:47:40,177 - mmaction - INFO - Epoch [256][300/627] lr: 2.259e-05, eta: 0:07:32, time: 1.427, data_time: 0.005, memory: 8470, top1_acc: 0.6846, top5_acc: 0.8564, loss_cls: 1.3448, loss: 1.3448, grad_norm: 3.6425 2020-08-19 14:48:09,148 - mmaction - INFO - Epoch [256][320/627] lr: 2.259e-05, eta: 0:07:04, time: 1.445, data_time: 0.005, memory: 8470, top1_acc: 0.6889, top5_acc: 0.8629, loss_cls: 1.2833, loss: 1.2833, grad_norm: 3.5843 2020-08-19 14:48:37,326 - mmaction - INFO - Epoch [256][340/627] lr: 2.259e-05, eta: 0:06:37, time: 1.411, data_time: 0.007, memory: 8470, top1_acc: 0.6807, top5_acc: 0.8542, loss_cls: 1.3378, loss: 1.3378, grad_norm: 3.5804 2020-08-19 14:49:05,631 - mmaction - INFO - Epoch [256][360/627] lr: 2.259e-05, eta: 0:06:09, time: 1.414, data_time: 0.006, memory: 8470, top1_acc: 0.6893, top5_acc: 0.8576, loss_cls: 1.3235, loss: 1.3235, grad_norm: 3.5960 2020-08-19 14:49:34,310 - mmaction - INFO - Epoch [256][380/627] lr: 2.259e-05, eta: 0:05:41, time: 1.436, data_time: 0.006, memory: 8470, top1_acc: 0.6822, top5_acc: 0.8595, loss_cls: 1.3037, loss: 1.3037, grad_norm: 3.5546 2020-08-19 14:50:03,065 - mmaction - INFO - Epoch [256][400/627] lr: 2.259e-05, eta: 0:05:14, time: 1.437, data_time: 0.005, memory: 8470, top1_acc: 0.6853, top5_acc: 0.8609, loss_cls: 1.2980, loss: 1.2980, grad_norm: 3.6059 2020-08-19 14:50:31,914 - mmaction - INFO - Epoch [256][420/627] lr: 2.259e-05, eta: 0:04:46, time: 1.440, data_time: 0.003, memory: 8470, top1_acc: 0.6909, top5_acc: 0.8568, loss_cls: 1.3211, loss: 1.3211, grad_norm: 3.5533 2020-08-19 14:51:00,516 - mmaction - INFO - Epoch [256][440/627] lr: 2.259e-05, eta: 0:04:18, time: 1.433, data_time: 0.007, memory: 8470, top1_acc: 0.6848, top5_acc: 0.8547, loss_cls: 1.3394, loss: 1.3394, grad_norm: 3.5646 2020-08-19 14:51:29,470 - mmaction - INFO - Epoch [256][460/627] lr: 2.259e-05, eta: 0:03:51, time: 1.447, data_time: 0.006, memory: 8470, top1_acc: 0.6867, top5_acc: 0.8596, loss_cls: 1.3065, loss: 1.3065, grad_norm: 3.5136 2020-08-19 14:51:58,212 - mmaction - INFO - Epoch [256][480/627] lr: 2.259e-05, eta: 0:03:23, time: 1.439, data_time: 0.005, memory: 8470, top1_acc: 0.6874, top5_acc: 0.8589, loss_cls: 1.3165, loss: 1.3165, grad_norm: 3.5546 2020-08-19 14:52:27,281 - mmaction - INFO - Epoch [256][500/627] lr: 2.259e-05, eta: 0:02:55, time: 1.452, data_time: 0.007, memory: 8470, top1_acc: 0.6870, top5_acc: 0.8576, loss_cls: 1.3271, loss: 1.3271, grad_norm: 3.5607 2020-08-19 14:52:56,030 - mmaction - INFO - Epoch [256][520/627] lr: 2.259e-05, eta: 0:02:28, time: 1.438, data_time: 0.006, memory: 8470, top1_acc: 0.6809, top5_acc: 0.8559, loss_cls: 1.3332, loss: 1.3332, grad_norm: 3.6080 2020-08-19 14:53:24,995 - mmaction - INFO - Epoch [256][540/627] lr: 2.259e-05, eta: 0:02:00, time: 1.446, data_time: 0.006, memory: 8470, top1_acc: 0.6880, top5_acc: 0.8579, loss_cls: 1.3258, loss: 1.3258, grad_norm: 3.5913 2020-08-19 14:53:54,167 - mmaction - INFO - Epoch [256][560/627] lr: 2.259e-05, eta: 0:01:32, time: 1.461, data_time: 0.006, memory: 8470, top1_acc: 0.6937, top5_acc: 0.8642, loss_cls: 1.2857, loss: 1.2857, grad_norm: 3.5561 2020-08-19 14:54:23,594 - mmaction - INFO - Epoch [256][580/627] lr: 2.259e-05, eta: 0:01:05, time: 1.469, data_time: 0.005, memory: 8470, top1_acc: 0.6922, top5_acc: 0.8563, loss_cls: 1.3072, loss: 1.3072, grad_norm: 3.5209 2020-08-19 14:54:52,198 - mmaction - INFO - Epoch [256][600/627] lr: 2.259e-05, eta: 0:00:37, time: 1.432, data_time: 0.005, memory: 8470, top1_acc: 0.6895, top5_acc: 0.8617, loss_cls: 1.2972, loss: 1.2972, grad_norm: 3.5467 2020-08-19 14:55:21,201 - mmaction - INFO - Epoch [256][620/627] lr: 2.259e-05, eta: 0:00:09, time: 1.451, data_time: 0.006, memory: 8470, top1_acc: 0.6802, top5_acc: 0.8574, loss_cls: 1.3438, loss: 1.3438, grad_norm: 3.6125 2020-08-19 14:55:30,210 - mmaction - INFO - Saving checkpoint at 256 epochs