2020-07-25 03:14:58,900 - 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: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-25 03:14:58,905 - mmaction - INFO - Distributed training: True 2020-07-25 03:14:58,905 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/i3d/i3d_r50_fast_256p_32x2x1_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet3d', pretrained2d=True, pretrained='torchvision://resnet50', depth=50, conv_cfg=dict(type='Conv3d'), norm_eval=False, inflate=((1, 1, 1), (1, 0, 1, 0), (1, 0, 1, 0, 1, 0), (0, 1, 0)), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=2048, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = '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=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.8), random_crop=False, max_wh_scale_gap=0, 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=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='CenterCrop', crop_size=224, lazy=True), dict(type='Flip', flip_ratio=0, lazy=True), dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='ThreeCrop', crop_size=256, lazy=True), dict(type='Flip', flip_ratio=0, lazy=True), dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.01, 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='step', step=[40, 80]) total_epochs = 100 checkpoint_config = dict(interval=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'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/i3d_r50_256p_32x2x1_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-25 03:15:01,688 - mmaction - INFO - load model from: torchvision://resnet50 2020-07-25 03:15:17,369 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-07-25 03:15:20,163 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-81, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/i3d_r50_fast_256p_32x2x1_100e_kinetics400_rgb_8g 2020-07-25 03:15:20,163 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-07-25 03:16:03,921 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 9 days, 11:28:24, time: 2.180, data_time: 0.888, memory: 5170, top1_acc: 0.0078, top5_acc: 0.0211, loss_cls: 6.0207, loss: 6.0207, grad_norm: 5.4171 2020-07-25 03:16:35,504 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 8 days, 4:26:36, time: 1.585, data_time: 0.070, memory: 5170, top1_acc: 0.0094, top5_acc: 0.0273, loss_cls: 6.0504, loss: 6.0504, grad_norm: 5.3393 2020-07-25 03:17:06,539 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 7 days, 16:38:27, time: 1.544, data_time: 0.007, memory: 5170, top1_acc: 0.0094, top5_acc: 0.0609, loss_cls: 5.8598, loss: 5.8598, grad_norm: 5.2704 2020-07-25 03:17:34,535 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 7 days, 7:12:07, time: 1.408, data_time: 0.010, memory: 5170, top1_acc: 0.0180, top5_acc: 0.0719, loss_cls: 5.7834, loss: 5.7834, grad_norm: 5.3478 2020-07-25 03:18:08,288 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 7 days, 7:17:52, time: 1.684, data_time: 0.061, memory: 5170, top1_acc: 0.0211, top5_acc: 0.0773, loss_cls: 5.6371, loss: 5.6371, grad_norm: 5.3836 2020-07-25 03:18:36,814 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 7 days, 2:55:58, time: 1.430, data_time: 0.008, memory: 5170, top1_acc: 0.0312, top5_acc: 0.0922, loss_cls: 5.4778, loss: 5.4778, grad_norm: 5.3955 2020-07-25 03:19:08,628 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 7 days, 2:10:38, time: 1.588, data_time: 0.008, memory: 5170, top1_acc: 0.0328, top5_acc: 0.1187, loss_cls: 5.4079, loss: 5.4079, grad_norm: 5.6503 2020-07-25 03:19:38,562 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 7 days, 0:24:31, time: 1.496, data_time: 0.095, memory: 5170, top1_acc: 0.0437, top5_acc: 0.1352, loss_cls: 5.3418, loss: 5.3418, grad_norm: 5.6615 2020-07-25 03:20:07,504 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 6 days, 22:26:54, time: 1.446, data_time: 0.651, memory: 5170, top1_acc: 0.0437, top5_acc: 0.1555, loss_cls: 5.2473, loss: 5.2473, grad_norm: 5.7027 2020-07-25 03:20:38,476 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 6 days, 21:59:15, time: 1.552, data_time: 0.422, memory: 5170, top1_acc: 0.0555, top5_acc: 0.1609, loss_cls: 5.1381, loss: 5.1381, grad_norm: 5.8881 2020-07-25 03:21:06,063 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 6 days, 19:54:59, time: 1.374, data_time: 0.031, memory: 5170, top1_acc: 0.0742, top5_acc: 0.1766, loss_cls: 5.0676, loss: 5.0676, grad_norm: 5.9163 2020-07-25 03:21:34,927 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 6 days, 18:50:21, time: 1.449, data_time: 0.473, memory: 5170, top1_acc: 0.0656, top5_acc: 0.1875, loss_cls: 4.9993, loss: 4.9993, grad_norm: 6.0520 2020-07-25 03:22:05,640 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 6 days, 18:37:04, time: 1.535, data_time: 0.126, memory: 5170, top1_acc: 0.0742, top5_acc: 0.1961, loss_cls: 4.9330, loss: 4.9330, grad_norm: 6.1485 2020-07-25 03:22:36,587 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 6 days, 18:30:08, time: 1.545, data_time: 0.044, memory: 5170, top1_acc: 0.0820, top5_acc: 0.2203, loss_cls: 4.8383, loss: 4.8383, grad_norm: 6.1757 2020-07-25 03:23:05,354 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 6 days, 17:40:55, time: 1.442, data_time: 0.340, memory: 5170, top1_acc: 0.0867, top5_acc: 0.2258, loss_cls: 4.8435, loss: 4.8435, grad_norm: 6.3355 2020-07-25 03:23:36,869 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 6 days, 17:47:30, time: 1.569, data_time: 0.174, memory: 5170, top1_acc: 0.0922, top5_acc: 0.2461, loss_cls: 4.8092, loss: 4.8092, grad_norm: 6.3110 2020-07-25 03:24:10,360 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 6 days, 18:34:47, time: 1.682, data_time: 0.220, memory: 5170, top1_acc: 0.0805, top5_acc: 0.2320, loss_cls: 4.7796, loss: 4.7796, grad_norm: 6.3916 2020-07-25 03:24:45,050 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 6 days, 19:34:13, time: 1.732, data_time: 0.007, memory: 5170, top1_acc: 0.0773, top5_acc: 0.2523, loss_cls: 4.8010, loss: 4.8010, grad_norm: 6.3670 2020-07-25 03:25:17,762 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 6 days, 19:54:54, time: 1.633, data_time: 0.028, memory: 5170, top1_acc: 0.0891, top5_acc: 0.2586, loss_cls: 4.7240, loss: 4.7240, grad_norm: 6.4365 2020-07-25 03:25:49,739 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 6 days, 20:04:14, time: 1.604, data_time: 0.017, memory: 5170, top1_acc: 0.1016, top5_acc: 0.2422, loss_cls: 4.7055, loss: 4.7055, grad_norm: 6.5098 2020-07-25 03:26:18,195 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 6 days, 19:18:47, time: 1.423, data_time: 0.006, memory: 5170, top1_acc: 0.0930, top5_acc: 0.2445, loss_cls: 4.6498, loss: 4.6498, grad_norm: 6.5354 2020-07-25 03:26:47,286 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 6 days, 18:46:24, time: 1.455, data_time: 0.001, memory: 5170, top1_acc: 0.0938, top5_acc: 0.2844, loss_cls: 4.5997, loss: 4.5997, grad_norm: 6.5552 2020-07-25 03:27:16,681 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 6 days, 18:19:35, time: 1.465, data_time: 0.042, memory: 5170, top1_acc: 0.1023, top5_acc: 0.2789, loss_cls: 4.5520, loss: 4.5520, grad_norm: 6.5293 2020-07-25 03:27:50,961 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 6 days, 19:01:10, time: 1.719, data_time: 0.191, memory: 5170, top1_acc: 0.1031, top5_acc: 0.2844, loss_cls: 4.5517, loss: 4.5517, grad_norm: 6.7077 2020-07-25 03:28:23,077 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 6 days, 19:09:43, time: 1.600, data_time: 0.006, memory: 5170, top1_acc: 0.0992, top5_acc: 0.2648, loss_cls: 4.6042, loss: 4.6042, grad_norm: 6.6017 2020-07-25 03:28:50,700 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 6 days, 18:26:09, time: 1.387, data_time: 0.009, memory: 5170, top1_acc: 0.1000, top5_acc: 0.2844, loss_cls: 4.5331, loss: 4.5331, grad_norm: 6.6831 2020-07-25 03:29:20,080 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 6 days, 18:04:10, time: 1.466, data_time: 0.007, memory: 5170, top1_acc: 0.1109, top5_acc: 0.2734, loss_cls: 4.5772, loss: 4.5772, grad_norm: 6.5543 2020-07-25 03:29:49,913 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 6 days, 17:50:09, time: 1.495, data_time: 0.007, memory: 5170, top1_acc: 0.1109, top5_acc: 0.3000, loss_cls: 4.4271, loss: 4.4271, grad_norm: 6.5784 2020-07-25 03:30:23,925 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 6 days, 18:20:43, time: 1.697, data_time: 0.007, memory: 5170, top1_acc: 0.1211, top5_acc: 0.3172, loss_cls: 4.3682, loss: 4.3682, grad_norm: 6.4832 2020-07-25 03:30:54,492 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 6 days, 18:14:41, time: 1.532, data_time: 0.008, memory: 5170, top1_acc: 0.1125, top5_acc: 0.2727, loss_cls: 4.5409, loss: 4.5409, grad_norm: 6.5883 2020-07-25 03:31:37,406 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 6 days, 20:12:19, time: 2.143, data_time: 0.007, memory: 5170, top1_acc: 0.1250, top5_acc: 0.3133, loss_cls: 4.3859, loss: 4.3859, grad_norm: 6.6080 2020-07-25 03:32:21,618 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 6 days, 22:16:13, time: 2.213, data_time: 0.010, memory: 5170, top1_acc: 0.1211, top5_acc: 0.2977, loss_cls: 4.4520, loss: 4.4520, grad_norm: 6.6255 2020-07-25 03:33:03,614 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 6 days, 23:50:18, time: 2.095, data_time: 0.002, memory: 5170, top1_acc: 0.1102, top5_acc: 0.3164, loss_cls: 4.4022, loss: 4.4022, grad_norm: 6.5769 2020-07-25 03:33:43,998 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 7 days, 1:05:39, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.1320, top5_acc: 0.3227, loss_cls: 4.3492, loss: 4.3492, grad_norm: 6.4950 2020-07-25 03:34:30,120 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 7 days, 3:06:28, time: 2.303, data_time: 0.009, memory: 5170, top1_acc: 0.1211, top5_acc: 0.2961, loss_cls: 4.4675, loss: 4.4675, grad_norm: 6.5968 2020-07-25 03:35:13,860 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 7 days, 4:40:35, time: 2.188, data_time: 0.008, memory: 5170, top1_acc: 0.1258, top5_acc: 0.3187, loss_cls: 4.3402, loss: 4.3402, grad_norm: 6.5757 2020-07-25 03:35:56,506 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 7 days, 6:00:33, time: 2.135, data_time: 0.007, memory: 5170, top1_acc: 0.1180, top5_acc: 0.3156, loss_cls: 4.3793, loss: 4.3793, grad_norm: 6.5668 2020-07-25 03:36:38,439 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 7 days, 7:10:03, time: 2.097, data_time: 0.012, memory: 5170, top1_acc: 0.1281, top5_acc: 0.3227, loss_cls: 4.3426, loss: 4.3426, grad_norm: 6.5690 2020-07-25 03:37:20,591 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 7 days, 8:17:06, time: 2.104, data_time: 0.548, memory: 5170, top1_acc: 0.1227, top5_acc: 0.3289, loss_cls: 4.3747, loss: 4.3747, grad_norm: 6.6698 2020-07-25 03:38:02,601 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 7 days, 9:20:49, time: 2.104, data_time: 0.794, memory: 5170, top1_acc: 0.1344, top5_acc: 0.3414, loss_cls: 4.2865, loss: 4.2865, grad_norm: 6.5689 2020-07-25 03:38:45,175 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 7 days, 10:24:11, time: 2.122, data_time: 0.393, memory: 5170, top1_acc: 0.1539, top5_acc: 0.3398, loss_cls: 4.2591, loss: 4.2591, grad_norm: 6.6288 2020-07-25 03:39:28,786 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 7 days, 11:34:02, time: 2.187, data_time: 1.122, memory: 5170, top1_acc: 0.1492, top5_acc: 0.3336, loss_cls: 4.3067, loss: 4.3067, grad_norm: 6.6183 2020-07-25 03:40:11,269 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 7 days, 12:31:30, time: 2.124, data_time: 1.353, memory: 5170, top1_acc: 0.1469, top5_acc: 0.3328, loss_cls: 4.2770, loss: 4.2770, grad_norm: 6.6051 2020-07-25 03:40:55,233 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 7 days, 13:36:48, time: 2.198, data_time: 1.368, memory: 5170, top1_acc: 0.1391, top5_acc: 0.3523, loss_cls: 4.2329, loss: 4.2329, grad_norm: 6.6301 2020-07-25 03:41:39,471 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 7 days, 14:41:06, time: 2.212, data_time: 1.250, memory: 5170, top1_acc: 0.1477, top5_acc: 0.3492, loss_cls: 4.2188, loss: 4.2188, grad_norm: 6.6877 2020-07-25 03:42:25,035 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 7 days, 15:51:18, time: 2.276, data_time: 0.807, memory: 5170, top1_acc: 0.1523, top5_acc: 0.3422, loss_cls: 4.2564, loss: 4.2564, grad_norm: 6.5982 2020-07-25 03:43:08,772 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 7 days, 16:47:02, time: 2.190, data_time: 0.723, memory: 5170, top1_acc: 0.1430, top5_acc: 0.3492, loss_cls: 4.2400, loss: 4.2400, grad_norm: 6.5765 2020-07-25 03:43:52,722 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 7 days, 17:41:02, time: 2.195, data_time: 0.982, memory: 5170, top1_acc: 0.1453, top5_acc: 0.3344, loss_cls: 4.2721, loss: 4.2721, grad_norm: 6.6348 2020-07-25 03:44:35,257 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 7 days, 18:24:27, time: 2.129, data_time: 1.517, memory: 5170, top1_acc: 0.1547, top5_acc: 0.3719, loss_cls: 4.1462, loss: 4.1462, grad_norm: 6.6332 2020-07-25 03:45:17,936 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 7 days, 19:06:24, time: 2.131, data_time: 1.334, memory: 5170, top1_acc: 0.1430, top5_acc: 0.3367, loss_cls: 4.2478, loss: 4.2478, grad_norm: 6.5396 2020-07-25 03:45:58,529 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 7 days, 19:34:34, time: 2.033, data_time: 1.011, memory: 5170, top1_acc: 0.1336, top5_acc: 0.3578, loss_cls: 4.1573, loss: 4.1573, grad_norm: 6.5613 2020-07-25 03:46:41,701 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 7 days, 20:16:18, time: 2.155, data_time: 1.233, memory: 5170, top1_acc: 0.1836, top5_acc: 0.3898, loss_cls: 4.0307, loss: 4.0307, grad_norm: 6.5705 2020-07-25 03:47:23,881 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 7 days, 20:51:28, time: 2.113, data_time: 0.965, memory: 5170, top1_acc: 0.1531, top5_acc: 0.3586, loss_cls: 4.1497, loss: 4.1497, grad_norm: 6.7420 2020-07-25 03:48:08,036 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 7 days, 21:35:57, time: 2.205, data_time: 1.019, memory: 5170, top1_acc: 0.1578, top5_acc: 0.3578, loss_cls: 4.1801, loss: 4.1801, grad_norm: 6.6865 2020-07-25 03:48:49,993 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 7 days, 22:07:00, time: 2.101, data_time: 0.642, memory: 5170, top1_acc: 0.1562, top5_acc: 0.3633, loss_cls: 4.1200, loss: 4.1200, grad_norm: 6.6801 2020-07-25 03:49:32,465 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 7 days, 22:39:08, time: 2.121, data_time: 0.228, memory: 5170, top1_acc: 0.1680, top5_acc: 0.3742, loss_cls: 4.0933, loss: 4.0933, grad_norm: 6.6718 2020-07-25 03:50:14,233 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 7 days, 23:06:34, time: 2.088, data_time: 0.234, memory: 5170, top1_acc: 0.1492, top5_acc: 0.3688, loss_cls: 4.1433, loss: 4.1433, grad_norm: 6.6629 2020-07-25 03:50:56,114 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 7 days, 23:33:12, time: 2.090, data_time: 0.512, memory: 5170, top1_acc: 0.1578, top5_acc: 0.3844, loss_cls: 4.0924, loss: 4.0924, grad_norm: 6.6823 2020-07-25 03:51:37,239 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 7 days, 23:56:03, time: 2.063, data_time: 0.082, memory: 5170, top1_acc: 0.1625, top5_acc: 0.3789, loss_cls: 4.0553, loss: 4.0553, grad_norm: 6.5656 2020-07-25 03:52:23,425 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 8 days, 0:43:40, time: 2.309, data_time: 0.007, memory: 5170, top1_acc: 0.1734, top5_acc: 0.3695, loss_cls: 4.1284, loss: 4.1284, grad_norm: 6.6452 2020-07-25 03:53:06,965 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 8 days, 1:16:17, time: 2.177, data_time: 0.005, memory: 5170, top1_acc: 0.1586, top5_acc: 0.3641, loss_cls: 4.1709, loss: 4.1709, grad_norm: 6.5482 2020-07-25 03:53:48,851 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 8 days, 1:39:27, time: 2.094, data_time: 0.002, memory: 5170, top1_acc: 0.1617, top5_acc: 0.3695, loss_cls: 4.0550, loss: 4.0550, grad_norm: 6.5593 2020-07-25 03:54:29,522 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 8 days, 1:55:52, time: 2.034, data_time: 0.006, memory: 5170, top1_acc: 0.1602, top5_acc: 0.3688, loss_cls: 4.0932, loss: 4.0932, grad_norm: 6.7386 2020-07-25 03:55:12,863 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 8 days, 2:24:21, time: 2.163, data_time: 0.008, memory: 5170, top1_acc: 0.1742, top5_acc: 0.3836, loss_cls: 4.0292, loss: 4.0292, grad_norm: 6.7691 2020-07-25 03:55:59,431 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 8 days, 3:08:12, time: 2.332, data_time: 0.008, memory: 5170, top1_acc: 0.1750, top5_acc: 0.3898, loss_cls: 4.0269, loss: 4.0269, grad_norm: 6.6437 2020-07-25 03:56:41,671 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 8 days, 3:29:06, time: 2.104, data_time: 0.007, memory: 5170, top1_acc: 0.1648, top5_acc: 0.3727, loss_cls: 4.0366, loss: 4.0366, grad_norm: 6.6895 2020-07-25 03:57:25,165 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 8 days, 3:56:40, time: 2.182, data_time: 0.010, memory: 5170, top1_acc: 0.1664, top5_acc: 0.3930, loss_cls: 4.0488, loss: 4.0488, grad_norm: 6.6656 2020-07-25 03:58:13,402 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 8 days, 4:44:27, time: 2.412, data_time: 0.002, memory: 5170, top1_acc: 0.1852, top5_acc: 0.4172, loss_cls: 3.8969, loss: 3.8969, grad_norm: 6.5688 2020-07-25 03:58:58,341 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 8 days, 5:15:37, time: 2.244, data_time: 0.006, memory: 5170, top1_acc: 0.1680, top5_acc: 0.3930, loss_cls: 4.0515, loss: 4.0515, grad_norm: 6.6780 2020-07-25 03:59:44,268 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 8 days, 5:50:50, time: 2.299, data_time: 0.008, memory: 5170, top1_acc: 0.1695, top5_acc: 0.4070, loss_cls: 3.9985, loss: 3.9985, grad_norm: 6.4171 2020-07-25 04:00:29,369 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 8 days, 6:20:45, time: 2.251, data_time: 0.008, memory: 5170, top1_acc: 0.1711, top5_acc: 0.3906, loss_cls: 3.9827, loss: 3.9827, grad_norm: 6.4839 2020-07-25 04:01:16,224 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 8 days, 6:57:15, time: 2.336, data_time: 0.014, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8375, loss: 3.8375, grad_norm: 6.5932 2020-07-25 04:02:01,660 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 8 days, 7:28:01, time: 2.281, data_time: 0.024, memory: 5170, top1_acc: 0.1633, top5_acc: 0.4180, loss_cls: 3.9854, loss: 3.9854, grad_norm: 6.6536 2020-07-25 04:02:45,790 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 8 days, 7:51:26, time: 2.204, data_time: 0.004, memory: 5170, top1_acc: 0.1852, top5_acc: 0.3930, loss_cls: 3.9998, loss: 3.9998, grad_norm: 6.5031 2020-07-25 04:03:32,586 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 8 days, 8:25:41, time: 2.342, data_time: 0.008, memory: 5170, top1_acc: 0.1781, top5_acc: 0.3977, loss_cls: 4.0171, loss: 4.0171, grad_norm: 6.6039 2020-07-25 04:04:17,099 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 8 days, 8:49:32, time: 2.227, data_time: 0.003, memory: 5170, top1_acc: 0.1719, top5_acc: 0.3875, loss_cls: 3.9819, loss: 3.9819, grad_norm: 6.5782 2020-07-25 04:05:02,141 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 8 days, 9:14:47, time: 2.252, data_time: 0.008, memory: 5170, top1_acc: 0.1641, top5_acc: 0.3992, loss_cls: 3.9732, loss: 3.9732, grad_norm: 6.4888 2020-07-25 04:05:45,595 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 8 days, 9:32:39, time: 2.168, data_time: 0.005, memory: 5170, top1_acc: 0.1938, top5_acc: 0.4266, loss_cls: 3.8556, loss: 3.8556, grad_norm: 6.5126 2020-07-25 04:06:30,270 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 8 days, 9:55:39, time: 2.239, data_time: 0.009, memory: 5170, top1_acc: 0.1852, top5_acc: 0.4031, loss_cls: 3.9487, loss: 3.9487, grad_norm: 6.5850 2020-07-25 04:07:13,623 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 8 days, 10:12:16, time: 2.165, data_time: 0.010, memory: 5170, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9638, loss: 3.9638, grad_norm: 6.5017 2020-07-25 04:07:57,482 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 8 days, 10:30:53, time: 2.196, data_time: 0.007, memory: 5170, top1_acc: 0.1734, top5_acc: 0.3961, loss_cls: 3.9543, loss: 3.9543, grad_norm: 6.5946 2020-07-25 04:08:42,616 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 8 days, 10:53:25, time: 2.254, data_time: 0.007, memory: 5170, top1_acc: 0.1766, top5_acc: 0.3953, loss_cls: 3.9966, loss: 3.9966, grad_norm: 6.5732 2020-07-25 04:09:23,947 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 8 days, 11:01:14, time: 2.065, data_time: 0.171, memory: 5170, top1_acc: 0.2211, top5_acc: 0.4117, loss_cls: 3.8650, loss: 3.8650, grad_norm: 6.5335 2020-07-25 04:10:07,197 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 8 days, 11:16:20, time: 2.166, data_time: 0.444, memory: 5170, top1_acc: 0.1828, top5_acc: 0.4078, loss_cls: 3.9687, loss: 3.9687, grad_norm: 6.7408 2020-07-25 04:10:51,062 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 8 days, 11:33:02, time: 2.193, data_time: 0.112, memory: 5170, top1_acc: 0.1680, top5_acc: 0.4047, loss_cls: 3.9770, loss: 3.9770, grad_norm: 6.5902 2020-07-25 04:11:34,322 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 8 days, 11:46:56, time: 2.160, data_time: 0.007, memory: 5170, top1_acc: 0.2016, top5_acc: 0.4234, loss_cls: 3.8821, loss: 3.8821, grad_norm: 6.5304 2020-07-25 04:12:16,807 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 8 days, 11:57:54, time: 2.124, data_time: 0.005, memory: 5170, top1_acc: 0.1992, top5_acc: 0.4359, loss_cls: 3.8419, loss: 3.8419, grad_norm: 6.6570 2020-07-25 04:12:57,910 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 8 days, 12:03:59, time: 2.059, data_time: 0.009, memory: 5170, top1_acc: 0.2055, top5_acc: 0.4414, loss_cls: 3.8292, loss: 3.8292, grad_norm: 6.5999 2020-07-25 04:13:41,325 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 8 days, 12:17:33, time: 2.168, data_time: 0.003, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8771, loss: 3.8771, grad_norm: 6.5968 2020-07-25 04:14:26,890 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 8 days, 12:38:26, time: 2.278, data_time: 0.009, memory: 5170, top1_acc: 0.1742, top5_acc: 0.4250, loss_cls: 3.8951, loss: 3.8951, grad_norm: 6.6939 2020-07-25 04:15:10,268 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 8 days, 12:51:35, time: 2.172, data_time: 0.010, memory: 5170, top1_acc: 0.2016, top5_acc: 0.4406, loss_cls: 3.7934, loss: 3.7934, grad_norm: 6.5313 2020-07-25 04:15:55,212 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 8 days, 13:09:20, time: 2.244, data_time: 0.003, memory: 5170, top1_acc: 0.1859, top5_acc: 0.4156, loss_cls: 3.8816, loss: 3.8816, grad_norm: 6.6304 2020-07-25 04:16:37,991 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 8 days, 13:19:50, time: 2.142, data_time: 0.008, memory: 5170, top1_acc: 0.1859, top5_acc: 0.4359, loss_cls: 3.8126, loss: 3.8126, grad_norm: 6.3406 2020-07-25 04:17:21,300 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 8 days, 13:31:26, time: 2.162, data_time: 0.005, memory: 5170, top1_acc: 0.1617, top5_acc: 0.3977, loss_cls: 3.9584, loss: 3.9584, grad_norm: 6.7103 2020-07-25 04:18:02,607 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 8 days, 13:36:38, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.1891, top5_acc: 0.4313, loss_cls: 3.8866, loss: 3.8866, grad_norm: 6.6103 2020-07-25 04:18:45,283 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 8 days, 13:45:43, time: 2.130, data_time: 0.008, memory: 5170, top1_acc: 0.1992, top5_acc: 0.4297, loss_cls: 3.8386, loss: 3.8386, grad_norm: 6.6807 2020-07-25 04:19:27,237 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 8 days, 13:52:43, time: 2.101, data_time: 0.007, memory: 5170, top1_acc: 0.2219, top5_acc: 0.4359, loss_cls: 3.7823, loss: 3.7823, grad_norm: 6.5661 2020-07-25 04:20:09,288 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 8 days, 13:59:40, time: 2.103, data_time: 0.007, memory: 5170, top1_acc: 0.1711, top5_acc: 0.3961, loss_cls: 4.0079, loss: 4.0079, grad_norm: 6.5952 2020-07-25 04:20:47,671 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 8 days, 13:54:55, time: 1.919, data_time: 0.033, memory: 5170, top1_acc: 0.1984, top5_acc: 0.4437, loss_cls: 3.8709, loss: 3.8709, grad_norm: 6.4018 2020-07-25 04:21:29,699 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 8 days, 14:01:24, time: 2.098, data_time: 0.370, memory: 5170, top1_acc: 0.1875, top5_acc: 0.4195, loss_cls: 3.8838, loss: 3.8838, grad_norm: 6.4241 2020-07-25 04:22:12,344 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 8 days, 14:09:46, time: 2.131, data_time: 0.250, memory: 5170, top1_acc: 0.1898, top5_acc: 0.4313, loss_cls: 3.7791, loss: 3.7791, grad_norm: 6.5359 2020-07-25 04:22:53,165 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 8 days, 14:12:16, time: 2.038, data_time: 0.561, memory: 5170, top1_acc: 0.1953, top5_acc: 0.4281, loss_cls: 3.8832, loss: 3.8832, grad_norm: 6.6249 2020-07-25 04:23:34,436 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 8 days, 14:16:32, time: 2.068, data_time: 0.241, memory: 5170, top1_acc: 0.1953, top5_acc: 0.4320, loss_cls: 3.8416, loss: 3.8416, grad_norm: 6.4085 2020-07-25 04:24:16,456 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 8 days, 14:22:42, time: 2.101, data_time: 0.028, memory: 5170, top1_acc: 0.2141, top5_acc: 0.4633, loss_cls: 3.7257, loss: 3.7257, grad_norm: 6.5383 2020-07-25 04:24:58,432 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 8 days, 14:28:14, time: 2.093, data_time: 0.009, memory: 5170, top1_acc: 0.1906, top5_acc: 0.4188, loss_cls: 3.8369, loss: 3.8369, grad_norm: 6.6219 2020-07-25 04:25:41,202 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 8 days, 14:36:41, time: 2.145, data_time: 0.010, memory: 5170, top1_acc: 0.2023, top5_acc: 0.4273, loss_cls: 3.7816, loss: 3.7816, grad_norm: 6.4101 2020-07-25 04:26:21,389 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 8 days, 14:37:10, time: 2.011, data_time: 0.015, memory: 5170, top1_acc: 0.2352, top5_acc: 0.4555, loss_cls: 3.6300, loss: 3.6300, grad_norm: 6.4392 2020-07-25 04:27:04,366 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 8 days, 14:45:35, time: 2.149, data_time: 0.023, memory: 5170, top1_acc: 0.2023, top5_acc: 0.4656, loss_cls: 3.7263, loss: 3.7263, grad_norm: 6.7173 2020-07-25 04:27:47,298 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 8 days, 14:53:42, time: 2.146, data_time: 0.002, memory: 5170, top1_acc: 0.1961, top5_acc: 0.4437, loss_cls: 3.7494, loss: 3.7494, grad_norm: 6.4947 2020-07-25 04:28:28,531 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 8 days, 14:56:28, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.2180, top5_acc: 0.4336, loss_cls: 3.8302, loss: 3.8302, grad_norm: 6.5914 2020-07-25 04:29:09,816 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 8 days, 15:00:07, time: 2.072, data_time: 0.010, memory: 5170, top1_acc: 0.2031, top5_acc: 0.4484, loss_cls: 3.7657, loss: 3.7657, grad_norm: 6.4434 2020-07-25 04:29:48,555 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 8 days, 14:56:08, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.2086, top5_acc: 0.4531, loss_cls: 3.6934, loss: 3.6934, grad_norm: 6.4120 2020-07-25 04:30:29,944 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 8 days, 14:59:16, time: 2.064, data_time: 0.003, memory: 5170, top1_acc: 0.2211, top5_acc: 0.4648, loss_cls: 3.7381, loss: 3.7381, grad_norm: 6.5518 2020-07-25 04:31:09,600 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 8 days, 14:58:15, time: 1.989, data_time: 0.014, memory: 5170, top1_acc: 0.2203, top5_acc: 0.4648, loss_cls: 3.7158, loss: 3.7158, grad_norm: 6.5169 2020-07-25 04:31:50,267 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 8 days, 14:59:28, time: 2.030, data_time: 0.054, memory: 5170, top1_acc: 0.2195, top5_acc: 0.4461, loss_cls: 3.8010, loss: 3.8010, grad_norm: 6.5398 2020-07-25 04:32:31,109 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 8 days, 15:01:25, time: 2.044, data_time: 0.010, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6853, loss: 3.6853, grad_norm: 6.5429 2020-07-25 04:33:12,754 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 8 days, 15:05:20, time: 2.082, data_time: 0.012, memory: 5170, top1_acc: 0.2094, top5_acc: 0.4453, loss_cls: 3.7416, loss: 3.7416, grad_norm: 6.5200 2020-07-25 04:33:52,133 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 8 days, 15:03:08, time: 1.968, data_time: 0.015, memory: 5170, top1_acc: 0.2062, top5_acc: 0.4414, loss_cls: 3.7837, loss: 3.7837, grad_norm: 6.5261 2020-07-25 04:34:32,816 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 8 days, 15:04:13, time: 2.030, data_time: 0.016, memory: 5170, top1_acc: 0.1961, top5_acc: 0.4359, loss_cls: 3.7614, loss: 3.7614, grad_norm: 6.5234 2020-07-25 04:35:11,638 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 8 days, 15:00:55, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.2094, top5_acc: 0.4281, loss_cls: 3.8181, loss: 3.8181, grad_norm: 6.6891 2020-07-25 04:35:55,685 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 8 days, 15:10:56, time: 2.204, data_time: 0.009, memory: 5170, top1_acc: 0.2172, top5_acc: 0.4656, loss_cls: 3.7292, loss: 3.7292, grad_norm: 6.4584 2020-07-25 04:36:38,469 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 8 days, 15:17:07, time: 2.132, data_time: 0.034, memory: 5170, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.7239, loss: 3.7239, grad_norm: 6.6297 2020-07-25 04:37:19,350 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 8 days, 15:19:03, time: 2.051, data_time: 0.031, memory: 5170, top1_acc: 0.2266, top5_acc: 0.4547, loss_cls: 3.6741, loss: 3.6741, grad_norm: 6.4107 2020-07-25 04:37:57,000 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 8 days, 15:12:22, time: 1.880, data_time: 0.169, memory: 5170, top1_acc: 0.2148, top5_acc: 0.4586, loss_cls: 3.6703, loss: 3.6703, grad_norm: 6.5310 2020-07-25 04:38:36,830 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 8 days, 15:11:26, time: 1.993, data_time: 0.399, memory: 5170, top1_acc: 0.2148, top5_acc: 0.4734, loss_cls: 3.7026, loss: 3.7026, grad_norm: 6.4986 2020-07-25 04:39:16,484 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 8 days, 15:09:41, time: 1.977, data_time: 0.062, memory: 5170, top1_acc: 0.2422, top5_acc: 0.5000, loss_cls: 3.5313, loss: 3.5313, grad_norm: 6.3411 2020-07-25 04:39:57,292 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 8 days, 15:11:27, time: 2.048, data_time: 0.048, memory: 5170, top1_acc: 0.2117, top5_acc: 0.4625, loss_cls: 3.7366, loss: 3.7366, grad_norm: 6.5879 2020-07-25 04:40:37,439 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 8 days, 15:11:00, time: 2.003, data_time: 0.006, memory: 5170, top1_acc: 0.2289, top5_acc: 0.4602, loss_cls: 3.6858, loss: 3.6858, grad_norm: 6.3065 2020-07-25 04:41:17,066 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 8 days, 15:09:18, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4781, loss_cls: 3.5818, loss: 3.5818, grad_norm: 6.3558 2020-07-25 04:41:57,873 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 8 days, 15:11:00, time: 2.048, data_time: 0.010, memory: 5170, top1_acc: 0.2047, top5_acc: 0.4406, loss_cls: 3.7710, loss: 3.7710, grad_norm: 6.6350 2020-07-25 04:42:35,969 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 8 days, 15:05:39, time: 1.901, data_time: 0.020, memory: 5170, top1_acc: 0.2094, top5_acc: 0.4539, loss_cls: 3.6905, loss: 3.6905, grad_norm: 6.5244 2020-07-25 04:43:16,537 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 8 days, 15:06:36, time: 2.032, data_time: 0.030, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4695, loss_cls: 3.7008, loss: 3.7008, grad_norm: 6.4941 2020-07-25 04:43:57,147 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 8 days, 15:07:10, time: 2.025, data_time: 0.122, memory: 5170, top1_acc: 0.2188, top5_acc: 0.4570, loss_cls: 3.6856, loss: 3.6856, grad_norm: 6.2921 2020-07-25 04:44:36,571 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 8 days, 15:05:29, time: 1.977, data_time: 0.098, memory: 5170, top1_acc: 0.2227, top5_acc: 0.4664, loss_cls: 3.7074, loss: 3.7074, grad_norm: 6.4285 2020-07-25 04:45:17,183 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 8 days, 15:05:54, time: 2.022, data_time: 0.115, memory: 5170, top1_acc: 0.2461, top5_acc: 0.4953, loss_cls: 3.6249, loss: 3.6249, grad_norm: 6.3731 2020-07-25 04:45:56,042 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 8 days, 15:03:04, time: 1.952, data_time: 0.059, memory: 5170, top1_acc: 0.2070, top5_acc: 0.4445, loss_cls: 3.7202, loss: 3.7202, grad_norm: 6.4322 2020-07-25 04:46:33,227 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 8 days, 14:55:56, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.2633, top5_acc: 0.4836, loss_cls: 3.5338, loss: 3.5338, grad_norm: 6.3183 2020-07-25 04:47:12,518 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 8 days, 14:53:56, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4906, loss_cls: 3.5606, loss: 3.5606, grad_norm: 6.4998 2020-07-25 04:47:48,481 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 8 days, 14:44:05, time: 1.792, data_time: 0.007, memory: 5170, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5763, loss: 3.5763, grad_norm: 6.5026 2020-07-25 04:48:26,479 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 8 days, 14:39:27, time: 1.906, data_time: 0.009, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4641, loss_cls: 3.6786, loss: 3.6786, grad_norm: 6.4649 2020-07-25 04:49:06,118 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 8 days, 14:37:53, time: 1.975, data_time: 0.007, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4539, loss_cls: 3.7463, loss: 3.7463, grad_norm: 6.5043 2020-07-25 04:49:46,122 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 8 days, 14:37:45, time: 2.007, data_time: 0.010, memory: 5170, top1_acc: 0.2664, top5_acc: 0.5125, loss_cls: 3.4654, loss: 3.4654, grad_norm: 6.3378 2020-07-25 04:50:21,950 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 8 days, 14:28:06, time: 1.788, data_time: 0.007, memory: 5170, top1_acc: 0.2180, top5_acc: 0.4750, loss_cls: 3.6841, loss: 3.6841, grad_norm: 6.6902 2020-07-25 04:51:00,696 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 8 days, 14:25:09, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.5027, loss: 3.5027, grad_norm: 6.4081 2020-07-25 04:51:38,399 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 8 days, 14:19:44, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.5543, loss: 3.5543, grad_norm: 6.4214 2020-07-25 04:52:16,242 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 8 days, 14:14:56, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.2297, top5_acc: 0.4836, loss_cls: 3.6653, loss: 3.6653, grad_norm: 6.7270 2020-07-25 04:52:52,061 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 8 days, 14:05:38, time: 1.788, data_time: 0.016, memory: 5170, top1_acc: 0.2406, top5_acc: 0.5062, loss_cls: 3.5392, loss: 3.5392, grad_norm: 6.5450 2020-07-25 04:53:30,206 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 8 days, 14:01:37, time: 1.910, data_time: 0.017, memory: 5170, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.6622, loss: 3.6622, grad_norm: 6.4996 2020-07-25 04:54:08,605 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 8 days, 13:57:55, time: 1.917, data_time: 0.013, memory: 5170, top1_acc: 0.2000, top5_acc: 0.4500, loss_cls: 3.7495, loss: 3.7495, grad_norm: 6.3489 2020-07-25 04:54:47,159 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 8 days, 13:54:41, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.2594, top5_acc: 0.4844, loss_cls: 3.5380, loss: 3.5380, grad_norm: 6.3677 2020-07-25 04:55:23,243 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 8 days, 13:46:34, time: 1.807, data_time: 0.008, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4617, loss_cls: 3.6721, loss: 3.6721, grad_norm: 6.5241 2020-07-25 04:55:59,957 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 8 days, 13:39:41, time: 1.836, data_time: 0.002, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.6687, loss: 3.6687, grad_norm: 6.4722 2020-07-25 04:56:37,006 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 8 days, 13:33:15, time: 1.845, data_time: 0.005, memory: 5170, top1_acc: 0.2211, top5_acc: 0.4828, loss_cls: 3.6164, loss: 3.6164, grad_norm: 6.4886 2020-07-25 04:57:14,131 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 8 days, 13:27:41, time: 1.864, data_time: 0.010, memory: 5170, top1_acc: 0.2453, top5_acc: 0.4836, loss_cls: 3.5952, loss: 3.5952, grad_norm: 6.5431 2020-07-25 04:57:51,181 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 8 days, 13:21:41, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.6165, loss: 3.6165, grad_norm: 6.5817 2020-07-25 04:58:25,844 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 8 days, 13:10:59, time: 1.732, data_time: 0.003, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4719, loss_cls: 3.6193, loss: 3.6193, grad_norm: 6.4875 2020-07-25 04:59:03,076 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 8 days, 13:05:29, time: 1.860, data_time: 0.009, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4906, loss_cls: 3.5914, loss: 3.5914, grad_norm: 6.3303 2020-07-25 04:59:39,473 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 8 days, 12:58:34, time: 1.823, data_time: 0.007, memory: 5170, top1_acc: 0.2516, top5_acc: 0.5117, loss_cls: 3.4562, loss: 3.4562, grad_norm: 6.2527 2020-07-25 05:00:15,517 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 8 days, 12:50:31, time: 1.792, data_time: 0.003, memory: 5170, top1_acc: 0.2594, top5_acc: 0.5086, loss_cls: 3.5347, loss: 3.5347, grad_norm: 6.4030 2020-07-25 05:00:56,283 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 8 days, 12:52:14, time: 2.041, data_time: 0.020, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4727, loss_cls: 3.5899, loss: 3.5899, grad_norm: 6.5947 2020-07-25 05:01:32,425 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 8 days, 12:45:08, time: 1.813, data_time: 0.017, memory: 5170, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5623, loss: 3.5623, grad_norm: 6.4260 2020-07-25 05:02:11,040 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 8 days, 12:42:36, time: 1.930, data_time: 0.013, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4797, loss_cls: 3.5739, loss: 3.5739, grad_norm: 6.5031 2020-07-25 05:02:46,769 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 8 days, 12:34:42, time: 1.789, data_time: 0.021, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4820, loss_cls: 3.5559, loss: 3.5559, grad_norm: 6.5256 2020-07-25 05:03:24,012 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 8 days, 12:29:27, time: 1.856, data_time: 0.014, memory: 5170, top1_acc: 0.2383, top5_acc: 0.4641, loss_cls: 3.6275, loss: 3.6275, grad_norm: 6.3332 2020-07-25 05:03:59,720 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 8 days, 12:21:52, time: 1.793, data_time: 0.079, memory: 5170, top1_acc: 0.2398, top5_acc: 0.5070, loss_cls: 3.5424, loss: 3.5424, grad_norm: 6.2812 2020-07-25 05:04:37,311 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 8 days, 12:17:33, time: 1.878, data_time: 0.363, memory: 5170, top1_acc: 0.2445, top5_acc: 0.5070, loss_cls: 3.4496, loss: 3.4496, grad_norm: 6.4228 2020-07-25 05:05:15,190 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 8 days, 12:13:49, time: 1.892, data_time: 0.027, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4891, loss_cls: 3.6023, loss: 3.6023, grad_norm: 6.4589 2020-07-25 05:05:52,738 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 8 days, 12:09:42, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4734, loss_cls: 3.6274, loss: 3.6274, grad_norm: 6.4695 2020-07-25 05:06:27,639 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 8 days, 12:00:22, time: 1.738, data_time: 0.007, memory: 5170, top1_acc: 0.2477, top5_acc: 0.4945, loss_cls: 3.4749, loss: 3.4749, grad_norm: 6.3069 2020-07-25 05:07:02,351 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 8 days, 11:51:20, time: 1.743, data_time: 0.011, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4766, loss_cls: 3.6303, loss: 3.6303, grad_norm: 6.5481 2020-07-25 05:07:38,032 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 8 days, 11:43:37, time: 1.777, data_time: 0.007, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4969, loss_cls: 3.5067, loss: 3.5067, grad_norm: 6.2072 2020-07-25 05:08:12,051 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 8 days, 11:33:30, time: 1.708, data_time: 0.010, memory: 5170, top1_acc: 0.2398, top5_acc: 0.4852, loss_cls: 3.6369, loss: 3.6369, grad_norm: 6.4147 2020-07-25 05:08:45,769 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 8 days, 11:22:36, time: 1.683, data_time: 0.008, memory: 5170, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5625, loss: 3.5625, grad_norm: 6.2514 2020-07-25 05:09:21,487 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 8 days, 11:15:37, time: 1.789, data_time: 0.013, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5195, loss_cls: 3.4299, loss: 3.4299, grad_norm: 6.5358 2020-07-25 05:09:58,309 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 8 days, 11:10:19, time: 1.835, data_time: 0.034, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5039, loss_cls: 3.4829, loss: 3.4829, grad_norm: 6.5122 2020-07-25 05:10:33,756 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 8 days, 11:03:04, time: 1.778, data_time: 0.014, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4922, loss_cls: 3.5734, loss: 3.5734, grad_norm: 6.4402 2020-07-25 05:11:10,388 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 8 days, 10:57:38, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.2523, top5_acc: 0.4875, loss_cls: 3.5068, loss: 3.5068, grad_norm: 6.4029 2020-07-25 05:11:44,619 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 8 days, 10:48:21, time: 1.716, data_time: 0.010, memory: 5170, top1_acc: 0.2344, top5_acc: 0.4734, loss_cls: 3.5725, loss: 3.5725, grad_norm: 6.3630 2020-07-25 05:12:19,613 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 8 days, 10:40:13, time: 1.746, data_time: 0.007, memory: 5170, top1_acc: 0.2266, top5_acc: 0.5078, loss_cls: 3.5416, loss: 3.5416, grad_norm: 6.4003 2020-07-25 05:12:53,468 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 8 days, 10:30:28, time: 1.697, data_time: 0.008, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.4435, loss: 3.4435, grad_norm: 6.4336 2020-07-25 05:13:29,202 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 8 days, 10:23:38, time: 1.779, data_time: 0.008, memory: 5170, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 3.5285, loss: 3.5285, grad_norm: 6.5140 2020-07-25 05:14:05,808 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 8 days, 10:18:53, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.2414, top5_acc: 0.5086, loss_cls: 3.5223, loss: 3.5223, grad_norm: 6.3736 2020-07-25 05:14:40,763 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 8 days, 10:10:52, time: 1.741, data_time: 0.008, memory: 5170, top1_acc: 0.2266, top5_acc: 0.4813, loss_cls: 3.5913, loss: 3.5913, grad_norm: 6.5858 2020-07-25 05:15:14,135 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 8 days, 10:00:40, time: 1.673, data_time: 0.010, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5211, loss_cls: 3.4436, loss: 3.4436, grad_norm: 6.5005 2020-07-25 05:15:50,176 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 8 days, 9:54:59, time: 1.805, data_time: 0.008, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.5738, loss: 3.5738, grad_norm: 6.5476 2020-07-25 05:16:25,584 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 8 days, 9:48:08, time: 1.768, data_time: 0.007, memory: 5170, top1_acc: 0.2523, top5_acc: 0.5055, loss_cls: 3.4834, loss: 3.4834, grad_norm: 6.2522 2020-07-25 05:17:01,837 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 8 days, 9:42:55, time: 1.815, data_time: 0.007, memory: 5170, top1_acc: 0.2375, top5_acc: 0.5109, loss_cls: 3.5083, loss: 3.5083, grad_norm: 6.3869 2020-07-25 05:17:30,349 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-25 05:18:09,326 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 8 days, 8:42:56, time: 1.821, data_time: 0.726, memory: 5170, top1_acc: 0.2555, top5_acc: 0.5109, loss_cls: 3.3840, loss: 3.3840, grad_norm: 6.3654 2020-07-25 05:18:31,011 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 8 days, 8:14:21, time: 1.087, data_time: 0.031, memory: 5170, top1_acc: 0.2664, top5_acc: 0.5086, loss_cls: 3.4883, loss: 3.4883, grad_norm: 6.4434 2020-07-25 05:18:56,428 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 8 days, 7:51:55, time: 1.268, data_time: 0.008, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5188, loss_cls: 3.4578, loss: 3.4578, grad_norm: 6.3516 2020-07-25 05:19:18,842 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 8 days, 7:25:05, time: 1.124, data_time: 0.010, memory: 5170, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.3765, loss: 3.3765, grad_norm: 6.5114 2020-07-25 05:19:40,486 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 8 days, 6:56:56, time: 1.075, data_time: 0.008, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5453, loss_cls: 3.3859, loss: 3.3859, grad_norm: 6.4203 2020-07-25 05:20:03,416 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 8 days, 6:31:32, time: 1.151, data_time: 0.055, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5078, loss_cls: 3.4442, loss: 3.4442, grad_norm: 6.5044 2020-07-25 05:20:24,184 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 8 days, 6:02:52, time: 1.041, data_time: 0.009, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5227, loss_cls: 3.3618, loss: 3.3618, grad_norm: 6.5314 2020-07-25 05:20:48,458 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 8 days, 5:39:52, time: 1.211, data_time: 0.225, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5266, loss_cls: 3.4257, loss: 3.4257, grad_norm: 6.6748 2020-07-25 05:21:10,348 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 8 days, 5:13:30, time: 1.097, data_time: 0.006, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5242, loss_cls: 3.3771, loss: 3.3771, grad_norm: 6.2895 2020-07-25 05:21:32,440 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 8 days, 4:47:25, time: 1.097, data_time: 0.007, memory: 5170, top1_acc: 0.2227, top5_acc: 0.4898, loss_cls: 3.5721, loss: 3.5721, grad_norm: 6.4136 2020-07-25 05:21:53,755 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 8 days, 4:20:51, time: 1.073, data_time: 0.011, memory: 5170, top1_acc: 0.2516, top5_acc: 0.5219, loss_cls: 3.3835, loss: 3.3835, grad_norm: 6.3542 2020-07-25 05:22:14,446 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 8 days, 3:53:20, time: 1.034, data_time: 0.008, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5242, loss_cls: 3.4199, loss: 3.4199, grad_norm: 6.4407 2020-07-25 05:22:37,379 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 8 days, 3:29:31, time: 1.146, data_time: 0.002, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5180, loss_cls: 3.4317, loss: 3.4317, grad_norm: 6.4936 2020-07-25 05:22:58,072 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 8 days, 3:02:29, time: 1.033, data_time: 0.010, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5188, loss_cls: 3.4382, loss: 3.4382, grad_norm: 6.3823 2020-07-25 05:23:19,008 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 8 days, 2:36:10, time: 1.048, data_time: 0.008, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5195, loss_cls: 3.4932, loss: 3.4932, grad_norm: 6.4402 2020-07-25 05:23:43,774 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 8 days, 2:15:41, time: 1.231, data_time: 0.010, memory: 5170, top1_acc: 0.2570, top5_acc: 0.5203, loss_cls: 3.4249, loss: 3.4249, grad_norm: 6.2339 2020-07-25 05:24:04,384 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 8 days, 1:49:34, time: 1.039, data_time: 0.010, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5203, loss_cls: 3.4097, loss: 3.4097, grad_norm: 6.3608 2020-07-25 05:24:27,768 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 8 days, 1:27:33, time: 1.166, data_time: 0.008, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3827, loss: 3.3827, grad_norm: 6.4526 2020-07-25 05:24:49,874 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 8 days, 1:03:58, time: 1.107, data_time: 0.008, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.3956, loss: 3.3956, grad_norm: 6.3290 2020-07-25 05:25:11,132 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 8 days, 0:39:17, time: 1.063, data_time: 0.007, memory: 5170, top1_acc: 0.2672, top5_acc: 0.4984, loss_cls: 3.4877, loss: 3.4877, grad_norm: 6.3532 2020-07-25 05:25:33,623 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 8 days, 0:16:40, time: 1.125, data_time: 0.024, memory: 5170, top1_acc: 0.2523, top5_acc: 0.5219, loss_cls: 3.4339, loss: 3.4339, grad_norm: 6.2699 2020-07-25 05:25:55,691 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 7 days, 23:53:31, time: 1.099, data_time: 0.136, memory: 5170, top1_acc: 0.2516, top5_acc: 0.4773, loss_cls: 3.4991, loss: 3.4991, grad_norm: 6.4931 2020-07-25 05:26:18,463 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 7 days, 23:31:47, time: 1.140, data_time: 0.010, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5102, loss_cls: 3.4348, loss: 3.4348, grad_norm: 6.2803 2020-07-25 05:26:40,273 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 7 days, 23:08:35, time: 1.084, data_time: 0.140, memory: 5170, top1_acc: 0.2664, top5_acc: 0.5391, loss_cls: 3.3401, loss: 3.3401, grad_norm: 6.3711 2020-07-25 05:27:02,372 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 7 days, 22:46:29, time: 1.114, data_time: 0.365, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5117, loss_cls: 3.4368, loss: 3.4368, grad_norm: 6.4017 2020-07-25 05:27:25,495 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 7 days, 22:25:37, time: 1.149, data_time: 0.564, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5008, loss_cls: 3.4264, loss: 3.4264, grad_norm: 6.3379 2020-07-25 05:27:45,695 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 7 days, 22:01:07, time: 1.017, data_time: 0.455, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5094, loss_cls: 3.3674, loss: 3.3674, grad_norm: 6.4390 2020-07-25 05:28:07,551 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 7 days, 21:38:46, time: 1.084, data_time: 0.531, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.3240, loss: 3.3240, grad_norm: 6.2454 2020-07-25 05:28:30,502 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 7 days, 21:18:42, time: 1.157, data_time: 0.393, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5406, loss_cls: 3.3883, loss: 3.3883, grad_norm: 6.3567 2020-07-25 05:28:52,551 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 7 days, 20:57:08, time: 1.098, data_time: 0.429, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5289, loss_cls: 3.3591, loss: 3.3591, grad_norm: 6.4786 2020-07-25 05:29:13,114 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 7 days, 20:33:56, time: 1.033, data_time: 0.014, memory: 5170, top1_acc: 0.2531, top5_acc: 0.4945, loss_cls: 3.4609, loss: 3.4609, grad_norm: 6.2806 2020-07-25 05:29:35,269 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 7 days, 20:13:00, time: 1.106, data_time: 0.050, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.3509, loss: 3.3509, grad_norm: 6.2318 2020-07-25 05:29:55,489 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 7 days, 19:49:38, time: 1.013, data_time: 0.005, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5195, loss_cls: 3.4044, loss: 3.4044, grad_norm: 6.4807 2020-07-25 05:30:16,758 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 7 days, 19:27:45, time: 1.059, data_time: 0.017, memory: 5170, top1_acc: 0.2570, top5_acc: 0.4992, loss_cls: 3.5027, loss: 3.5027, grad_norm: 6.4934 2020-07-25 05:30:38,843 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 7 days, 19:07:28, time: 1.109, data_time: 0.020, memory: 5170, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.4488, loss: 3.4488, grad_norm: 6.5120 2020-07-25 05:31:01,932 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 7 days, 18:48:23, time: 1.146, data_time: 0.007, memory: 5170, top1_acc: 0.2547, top5_acc: 0.5273, loss_cls: 3.4219, loss: 3.4219, grad_norm: 6.4880 2020-07-25 05:31:22,392 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 7 days, 18:26:15, time: 1.029, data_time: 0.010, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5273, loss_cls: 3.4175, loss: 3.4175, grad_norm: 6.2840 2020-07-25 05:31:42,102 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 7 days, 18:03:07, time: 0.985, data_time: 0.009, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5023, loss_cls: 3.3943, loss: 3.3943, grad_norm: 6.2832 2020-07-25 05:32:03,088 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 7 days, 17:41:54, time: 1.048, data_time: 0.008, memory: 5170, top1_acc: 0.2547, top5_acc: 0.5102, loss_cls: 3.4008, loss: 3.4008, grad_norm: 6.4042 2020-07-25 05:32:23,784 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 7 days, 17:20:35, time: 1.038, data_time: 0.012, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.3493, loss: 3.3493, grad_norm: 6.3652 2020-07-25 05:32:44,036 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 7 days, 16:58:45, time: 1.012, data_time: 0.002, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5563, loss_cls: 3.2474, loss: 3.2474, grad_norm: 6.3805 2020-07-25 05:33:05,342 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 7 days, 16:38:26, time: 1.062, data_time: 0.008, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5156, loss_cls: 3.4161, loss: 3.4161, grad_norm: 6.3684 2020-07-25 05:33:26,120 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 7 days, 16:17:45, time: 1.041, data_time: 0.008, memory: 5170, top1_acc: 0.2586, top5_acc: 0.5266, loss_cls: 3.3883, loss: 3.3883, grad_norm: 6.3168 2020-07-25 05:33:47,256 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 7 days, 15:57:38, time: 1.056, data_time: 0.007, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5109, loss_cls: 3.3949, loss: 3.3949, grad_norm: 6.4084 2020-07-25 05:34:09,005 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 7 days, 15:38:35, time: 1.090, data_time: 0.007, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5266, loss_cls: 3.2992, loss: 3.2992, grad_norm: 6.3306 2020-07-25 05:34:29,876 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 7 days, 15:18:23, time: 1.041, data_time: 0.008, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5383, loss_cls: 3.3373, loss: 3.3373, grad_norm: 6.2087 2020-07-25 05:34:50,186 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 7 days, 14:57:47, time: 1.018, data_time: 0.008, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3261, loss: 3.3261, grad_norm: 6.2691 2020-07-25 05:35:10,505 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 7 days, 14:37:16, time: 1.016, data_time: 0.008, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5258, loss_cls: 3.3490, loss: 3.3490, grad_norm: 6.3487 2020-07-25 05:35:29,970 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 7 days, 14:15:49, time: 0.973, data_time: 0.010, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5109, loss_cls: 3.3738, loss: 3.3738, grad_norm: 6.3179 2020-07-25 05:35:49,921 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 7 days, 13:55:11, time: 0.998, data_time: 0.018, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.3171, loss: 3.3171, grad_norm: 6.2453 2020-07-25 05:36:09,486 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 7 days, 13:34:08, time: 0.975, data_time: 0.007, memory: 5170, top1_acc: 0.2727, top5_acc: 0.5180, loss_cls: 3.4240, loss: 3.4240, grad_norm: 6.4019 2020-07-25 05:36:30,912 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 7 days, 13:15:47, time: 1.073, data_time: 0.008, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5312, loss_cls: 3.3865, loss: 3.3865, grad_norm: 6.2108 2020-07-25 05:36:54,271 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 7 days, 12:59:51, time: 1.161, data_time: 0.009, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5133, loss_cls: 3.3654, loss: 3.3654, grad_norm: 6.2999 2020-07-25 05:37:12,525 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 7 days, 12:37:54, time: 0.922, data_time: 0.011, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5344, loss_cls: 3.3735, loss: 3.3735, grad_norm: 6.1950 2020-07-25 05:37:36,918 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 7 days, 12:23:40, time: 1.217, data_time: 0.003, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.3666, loss: 3.3666, grad_norm: 6.1684 2020-07-25 05:37:58,754 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 7 days, 12:06:25, time: 1.094, data_time: 0.007, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5242, loss_cls: 3.3247, loss: 3.3247, grad_norm: 6.1651 2020-07-25 05:38:18,316 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 7 days, 11:46:21, time: 0.977, data_time: 0.006, memory: 5170, top1_acc: 0.2727, top5_acc: 0.5391, loss_cls: 3.3206, loss: 3.3206, grad_norm: 6.1214 2020-07-25 05:38:38,870 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 7 days, 11:27:47, time: 1.030, data_time: 0.007, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.3222, loss: 3.3222, grad_norm: 6.1467 2020-07-25 05:38:57,802 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 7 days, 11:07:17, time: 0.947, data_time: 0.002, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.2811, loss: 3.2811, grad_norm: 6.2357 2020-07-25 05:39:20,056 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 7 days, 10:50:55, time: 1.106, data_time: 0.006, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5344, loss_cls: 3.2901, loss: 3.2901, grad_norm: 6.2480 2020-07-25 05:39:38,847 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 7 days, 10:30:41, time: 0.945, data_time: 0.051, memory: 5170, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.3287, loss: 3.3287, grad_norm: 6.3595 2020-07-25 05:39:59,474 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 7 days, 10:12:45, time: 1.031, data_time: 0.030, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5352, loss_cls: 3.3571, loss: 3.3571, grad_norm: 6.2735 2020-07-25 05:40:18,440 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 7 days, 9:52:56, time: 0.950, data_time: 0.005, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5523, loss_cls: 3.2758, loss: 3.2758, grad_norm: 6.2573 2020-07-25 05:40:40,172 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 7 days, 9:36:32, time: 1.083, data_time: 0.003, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5227, loss_cls: 3.3163, loss: 3.3163, grad_norm: 6.3213 2020-07-25 05:41:00,686 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 7 days, 9:18:58, time: 1.030, data_time: 0.023, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3154, loss: 3.3154, grad_norm: 6.2448 2020-07-25 05:41:21,236 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 7 days, 9:01:24, time: 1.024, data_time: 0.189, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5266, loss_cls: 3.3416, loss: 3.3416, grad_norm: 6.2376 2020-07-25 05:41:41,447 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 7 days, 8:43:44, time: 1.014, data_time: 0.406, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.3873, loss: 3.3873, grad_norm: 6.3259 2020-07-25 05:42:00,580 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 7 days, 8:24:49, time: 0.957, data_time: 0.262, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5305, loss_cls: 3.3604, loss: 3.3604, grad_norm: 6.3044 2020-07-25 05:42:20,628 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 7 days, 8:06:54, time: 0.993, data_time: 0.086, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5422, loss_cls: 3.2880, loss: 3.2880, grad_norm: 6.2117 2020-07-25 05:42:39,835 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 7 days, 7:48:33, time: 0.969, data_time: 0.165, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5781, loss_cls: 3.1757, loss: 3.1757, grad_norm: 6.2193 2020-07-25 05:42:59,772 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 7 days, 7:31:02, time: 0.998, data_time: 0.008, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3183, loss: 3.3183, grad_norm: 6.3777 2020-07-25 05:43:20,281 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 7 days, 7:14:19, time: 1.026, data_time: 0.003, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5047, loss_cls: 3.4509, loss: 3.4509, grad_norm: 6.2304 2020-07-25 05:43:39,791 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 7 days, 6:56:33, time: 0.975, data_time: 0.002, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5531, loss_cls: 3.2329, loss: 3.2329, grad_norm: 6.2408 2020-07-25 05:44:01,374 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 7 days, 6:41:10, time: 1.072, data_time: 0.070, memory: 5170, top1_acc: 0.2719, top5_acc: 0.5352, loss_cls: 3.3670, loss: 3.3670, grad_norm: 6.4473 2020-07-25 05:44:21,865 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 7 days, 6:24:58, time: 1.032, data_time: 0.014, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5289, loss_cls: 3.3806, loss: 3.3806, grad_norm: 6.3708 2020-07-25 05:44:42,207 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 7 days, 6:08:22, time: 1.009, data_time: 0.007, memory: 5170, top1_acc: 0.2859, top5_acc: 0.5523, loss_cls: 3.2663, loss: 3.2663, grad_norm: 6.3610 2020-07-25 05:45:01,163 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 7 days, 5:50:33, time: 0.953, data_time: 0.010, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.2304, loss: 3.2304, grad_norm: 6.2340 2020-07-25 05:45:20,584 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 7 days, 5:33:21, time: 0.973, data_time: 0.016, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.2735, loss: 3.2735, grad_norm: 6.2000 2020-07-25 05:45:42,914 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 7 days, 5:19:34, time: 1.115, data_time: 0.422, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5414, loss_cls: 3.3312, loss: 3.3312, grad_norm: 6.2396 2020-07-25 05:46:02,869 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 7 days, 5:03:02, time: 0.991, data_time: 0.444, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5461, loss_cls: 3.2596, loss: 3.2596, grad_norm: 6.1756 2020-07-25 05:46:24,517 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 7 days, 4:48:51, time: 1.089, data_time: 0.524, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.2273, loss: 3.2273, grad_norm: 6.1650 2020-07-25 05:46:42,046 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 7 days, 4:29:56, time: 0.877, data_time: 0.318, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5484, loss_cls: 3.3056, loss: 3.3056, grad_norm: 6.2007 2020-07-25 05:47:01,485 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 7 days, 4:13:19, time: 0.973, data_time: 0.106, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5391, loss_cls: 3.2779, loss: 3.2779, grad_norm: 6.2896 2020-07-25 05:47:20,660 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 7 days, 3:56:29, time: 0.957, data_time: 0.049, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5375, loss_cls: 3.3563, loss: 3.3563, grad_norm: 6.3231 2020-07-25 05:47:40,832 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 7 days, 3:40:55, time: 1.009, data_time: 0.445, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5445, loss_cls: 3.2655, loss: 3.2655, grad_norm: 6.2224 2020-07-25 05:48:02,034 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 7 days, 3:26:31, time: 1.055, data_time: 0.507, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1870, loss: 3.1870, grad_norm: 6.2554 2020-07-25 05:48:19,993 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 7 days, 3:08:51, time: 0.905, data_time: 0.322, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5367, loss_cls: 3.2932, loss: 3.2932, grad_norm: 6.2497 2020-07-25 05:48:39,831 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 7 days, 2:53:05, time: 0.984, data_time: 0.414, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3528, loss: 3.3528, grad_norm: 6.3210 2020-07-25 05:48:59,909 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 7 days, 2:38:02, time: 1.011, data_time: 0.263, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.3065, loss: 3.3065, grad_norm: 6.3823 2020-07-25 05:49:19,876 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 7 days, 2:22:44, time: 0.995, data_time: 0.012, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5375, loss_cls: 3.3537, loss: 3.3537, grad_norm: 6.3966 2020-07-25 05:49:39,233 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 7 days, 2:06:59, time: 0.970, data_time: 0.008, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.1945, loss: 3.1945, grad_norm: 6.1741 2020-07-25 05:49:58,448 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 7 days, 1:51:10, time: 0.962, data_time: 0.003, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3346, loss: 3.3346, grad_norm: 6.2732 2020-07-25 05:50:18,150 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 7 days, 1:35:52, time: 0.981, data_time: 0.025, memory: 5170, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2687, loss: 3.2687, grad_norm: 6.1199 2020-07-25 05:50:37,462 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 7 days, 1:20:27, time: 0.970, data_time: 0.092, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.3225, loss: 3.3225, grad_norm: 6.1518 2020-07-25 05:50:56,797 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 7 days, 1:04:57, time: 0.962, data_time: 0.284, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5508, loss_cls: 3.2474, loss: 3.2474, grad_norm: 6.1262 2020-07-25 05:51:15,233 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 7 days, 0:48:48, time: 0.926, data_time: 0.202, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.2722, loss: 3.2722, grad_norm: 6.1570 2020-07-25 05:51:36,146 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 7 days, 0:35:10, time: 1.038, data_time: 0.469, memory: 5170, top1_acc: 0.2859, top5_acc: 0.5563, loss_cls: 3.2163, loss: 3.2163, grad_norm: 6.2660 2020-07-25 05:51:55,343 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 7 days, 0:20:05, time: 0.967, data_time: 0.366, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5250, loss_cls: 3.2799, loss: 3.2799, grad_norm: 6.2129 2020-07-25 05:52:14,751 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 7 days, 0:05:10, time: 0.970, data_time: 0.285, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2858, loss: 3.2858, grad_norm: 6.0865 2020-07-25 05:52:32,735 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 6 days, 23:48:43, time: 0.893, data_time: 0.007, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5461, loss_cls: 3.2381, loss: 3.2381, grad_norm: 6.0938 2020-07-25 05:52:49,913 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 6 days, 23:31:49, time: 0.867, data_time: 0.225, memory: 5170, top1_acc: 0.2625, top5_acc: 0.5312, loss_cls: 3.4074, loss: 3.4074, grad_norm: 6.1480 2020-07-25 05:53:09,705 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 6 days, 23:17:36, time: 0.987, data_time: 0.071, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1620, loss: 3.1620, grad_norm: 6.1042 2020-07-25 05:53:26,826 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 6 days, 23:00:44, time: 0.858, data_time: 0.178, memory: 5170, top1_acc: 0.2891, top5_acc: 0.5500, loss_cls: 3.2641, loss: 3.2641, grad_norm: 6.2516 2020-07-25 05:53:45,760 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 6 days, 22:45:43, time: 0.940, data_time: 0.007, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5398, loss_cls: 3.2651, loss: 3.2651, grad_norm: 6.2015 2020-07-25 05:54:04,508 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 6 days, 22:30:52, time: 0.943, data_time: 0.009, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5500, loss_cls: 3.2834, loss: 3.2834, grad_norm: 6.2531 2020-07-25 05:54:24,379 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 6 days, 22:17:03, time: 0.987, data_time: 0.008, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5539, loss_cls: 3.2930, loss: 3.2930, grad_norm: 6.1738 2020-07-25 05:54:44,351 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 6 days, 22:03:40, time: 1.005, data_time: 0.009, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.0985, loss: 3.0985, grad_norm: 6.1991 2020-07-25 05:55:03,875 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 6 days, 21:49:48, time: 0.976, data_time: 0.009, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1538, loss: 3.1538, grad_norm: 6.2788 2020-07-25 05:55:24,201 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 6 days, 21:36:48, time: 1.014, data_time: 0.002, memory: 5170, top1_acc: 0.2742, top5_acc: 0.5508, loss_cls: 3.2782, loss: 3.2782, grad_norm: 6.2743 2020-07-25 05:55:43,925 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 6 days, 21:23:20, time: 0.988, data_time: 0.007, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5680, loss_cls: 3.1802, loss: 3.1802, grad_norm: 6.2959 2020-07-25 05:56:03,816 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 6 days, 21:10:07, time: 0.995, data_time: 0.051, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.2175, loss: 3.2175, grad_norm: 6.2074 2020-07-25 05:56:22,809 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 6 days, 20:56:00, time: 0.947, data_time: 0.008, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1994, loss: 3.1994, grad_norm: 5.9615 2020-07-25 05:56:41,534 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 6 days, 20:41:47, time: 0.938, data_time: 0.009, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5461, loss_cls: 3.2645, loss: 3.2645, grad_norm: 6.2645 2020-07-25 05:57:02,856 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 6 days, 20:30:06, time: 1.058, data_time: 0.008, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5586, loss_cls: 3.2223, loss: 3.2223, grad_norm: 6.1717 2020-07-25 05:57:20,792 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 6 days, 20:15:24, time: 0.905, data_time: 0.012, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1658, loss: 3.1658, grad_norm: 6.2595 2020-07-25 05:57:38,551 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 6 days, 20:00:16, time: 0.880, data_time: 0.060, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5695, loss_cls: 3.1659, loss: 3.1659, grad_norm: 6.1812 2020-07-25 05:57:59,819 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 6 days, 19:49:07, time: 1.071, data_time: 0.010, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5414, loss_cls: 3.2396, loss: 3.2396, grad_norm: 6.2869 2020-07-25 05:58:18,895 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 6 days, 19:35:28, time: 0.944, data_time: 0.009, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5305, loss_cls: 3.2694, loss: 3.2694, grad_norm: 6.1173 2020-07-25 05:58:38,324 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 6 days, 19:22:39, time: 0.981, data_time: 0.012, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5320, loss_cls: 3.2772, loss: 3.2772, grad_norm: 6.1860 2020-07-25 05:58:55,733 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 6 days, 19:07:34, time: 0.864, data_time: 0.006, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5297, loss_cls: 3.2562, loss: 3.2562, grad_norm: 6.2088 2020-07-25 05:59:15,144 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 6 days, 18:54:49, time: 0.977, data_time: 0.009, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2478, loss: 3.2478, grad_norm: 6.1143 2020-07-25 05:59:33,280 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 6 days, 18:40:43, time: 0.904, data_time: 0.006, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.2985, loss: 3.2985, grad_norm: 6.2105 2020-07-25 05:59:52,376 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 6 days, 18:27:45, time: 0.958, data_time: 0.005, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5594, loss_cls: 3.1608, loss: 3.1608, grad_norm: 6.2292 2020-07-25 06:00:11,853 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 6 days, 18:15:04, time: 0.967, data_time: 0.009, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.1630, loss: 3.1630, grad_norm: 6.2341 2020-07-25 06:00:32,986 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 6 days, 18:04:17, time: 1.061, data_time: 0.015, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5586, loss_cls: 3.1755, loss: 3.1755, grad_norm: 6.2384 2020-07-25 06:00:51,626 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 6 days, 17:51:01, time: 0.930, data_time: 0.010, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5305, loss_cls: 3.3251, loss: 3.3251, grad_norm: 6.2661 2020-07-25 06:01:10,153 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 6 days, 17:37:52, time: 0.932, data_time: 0.015, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1482, loss: 3.1482, grad_norm: 6.1780 2020-07-25 06:01:29,593 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 6 days, 17:25:32, time: 0.969, data_time: 0.007, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5352, loss_cls: 3.2613, loss: 3.2613, grad_norm: 6.1545 2020-07-25 06:01:47,106 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 6 days, 17:11:31, time: 0.878, data_time: 0.022, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.2978, loss: 3.2978, grad_norm: 6.3298 2020-07-25 06:02:08,254 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 6 days, 17:00:57, time: 1.052, data_time: 0.006, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5477, loss_cls: 3.2998, loss: 3.2998, grad_norm: 6.3204 2020-07-25 06:02:26,184 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 6 days, 16:47:32, time: 0.902, data_time: 0.010, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5797, loss_cls: 3.1780, loss: 3.1780, grad_norm: 6.2434 2020-07-25 06:02:47,008 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 6 days, 16:36:51, time: 1.040, data_time: 0.007, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5453, loss_cls: 3.2744, loss: 3.2744, grad_norm: 6.1784 2020-07-25 06:03:05,231 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 6 days, 16:23:48, time: 0.912, data_time: 0.016, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.0844, loss: 3.0844, grad_norm: 6.1352 2020-07-25 06:03:24,302 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 6 days, 16:11:28, time: 0.946, data_time: 0.054, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5500, loss_cls: 3.2286, loss: 3.2286, grad_norm: 6.2912 2020-07-25 06:03:42,720 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 6 days, 15:58:53, time: 0.929, data_time: 0.278, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2073, loss: 3.2073, grad_norm: 6.0996 2020-07-25 06:04:00,714 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 6 days, 15:45:46, time: 0.897, data_time: 0.045, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.1782, loss: 3.1782, grad_norm: 6.1903 2020-07-25 06:04:20,624 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 6 days, 15:34:39, time: 0.998, data_time: 0.210, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5719, loss_cls: 3.1984, loss: 3.1984, grad_norm: 6.3351 2020-07-25 06:04:39,816 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 6 days, 15:22:48, time: 0.956, data_time: 0.037, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5563, loss_cls: 3.2676, loss: 3.2676, grad_norm: 6.2589 2020-07-25 06:04:58,555 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 6 days, 15:10:42, time: 0.940, data_time: 0.085, memory: 5170, top1_acc: 0.2930, top5_acc: 0.5383, loss_cls: 3.2331, loss: 3.2331, grad_norm: 6.1596 2020-07-25 06:05:17,465 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 6 days, 14:58:40, time: 0.939, data_time: 0.117, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5656, loss_cls: 3.1655, loss: 3.1655, grad_norm: 6.1887 2020-07-25 06:05:34,839 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 6 days, 14:45:33, time: 0.877, data_time: 0.010, memory: 5170, top1_acc: 0.2773, top5_acc: 0.5375, loss_cls: 3.2675, loss: 3.2675, grad_norm: 6.2207 2020-07-25 06:05:54,308 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 6 days, 14:34:16, time: 0.971, data_time: 0.017, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.1568, loss: 3.1568, grad_norm: 6.2532 2020-07-25 06:06:12,220 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 6 days, 14:21:42, time: 0.898, data_time: 0.007, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2024, loss: 3.2024, grad_norm: 6.3048 2020-07-25 06:06:32,231 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 6 days, 14:10:57, time: 0.993, data_time: 0.007, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5484, loss_cls: 3.2210, loss: 3.2210, grad_norm: 6.1520 2020-07-25 06:06:51,551 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 6 days, 13:59:55, time: 0.974, data_time: 0.011, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5664, loss_cls: 3.2214, loss: 3.2214, grad_norm: 6.2962 2020-07-25 06:07:08,930 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 6 days, 13:46:57, time: 0.865, data_time: 0.006, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5469, loss_cls: 3.2466, loss: 3.2466, grad_norm: 6.0458 2020-07-25 06:07:27,408 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 6 days, 13:35:12, time: 0.928, data_time: 0.007, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1158, loss: 3.1158, grad_norm: 5.9089 2020-07-25 06:07:46,199 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 6 days, 13:23:45, time: 0.939, data_time: 0.007, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.1907, loss: 3.1907, grad_norm: 6.2551 2020-07-25 06:08:03,058 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 6 days, 13:10:35, time: 0.843, data_time: 0.002, memory: 5170, top1_acc: 0.3008, top5_acc: 0.5703, loss_cls: 3.1646, loss: 3.1646, grad_norm: 6.2604 2020-07-25 06:08:24,221 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 6 days, 13:01:21, time: 1.055, data_time: 0.009, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0919, loss: 3.0919, grad_norm: 6.0762 2020-07-25 06:08:43,193 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 6 days, 12:50:19, time: 0.952, data_time: 0.009, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.2278, loss: 3.2278, grad_norm: 6.3322 2020-07-25 06:09:02,278 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 6 days, 12:39:21, time: 0.952, data_time: 0.002, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2321, loss: 3.2321, grad_norm: 6.3323 2020-07-25 06:09:20,818 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 6 days, 12:27:56, time: 0.925, data_time: 0.009, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5680, loss_cls: 3.1413, loss: 3.1413, grad_norm: 6.1421 2020-07-25 06:09:38,429 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 6 days, 12:15:53, time: 0.885, data_time: 0.007, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5414, loss_cls: 3.2608, loss: 3.2608, grad_norm: 6.2178 2020-07-25 06:09:56,592 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 6 days, 12:04:15, time: 0.905, data_time: 0.008, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1337, loss: 3.1337, grad_norm: 6.3008 2020-07-25 06:10:14,741 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 6 days, 11:52:48, time: 0.911, data_time: 0.013, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.2149, loss: 3.2149, grad_norm: 6.2406 2020-07-25 06:10:34,619 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 6 days, 11:42:45, time: 0.986, data_time: 0.009, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 3.1800, loss: 3.1800, grad_norm: 6.0372 2020-07-25 06:10:53,023 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 6 days, 11:31:43, time: 0.928, data_time: 0.010, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5781, loss_cls: 3.1396, loss: 3.1396, grad_norm: 6.1327 2020-07-25 06:11:09,410 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 6 days, 11:18:45, time: 0.815, data_time: 0.008, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.1703, loss: 3.1703, grad_norm: 6.1319 2020-07-25 06:11:29,081 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 6 days, 11:08:55, time: 0.988, data_time: 0.011, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5656, loss_cls: 3.1919, loss: 3.1919, grad_norm: 6.0850 2020-07-25 06:11:44,974 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 6 days, 10:55:34, time: 0.786, data_time: 0.008, memory: 5170, top1_acc: 0.2930, top5_acc: 0.5398, loss_cls: 3.2865, loss: 3.2865, grad_norm: 6.2230 2020-07-25 06:12:03,672 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 6 days, 10:45:03, time: 0.943, data_time: 0.017, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5367, loss_cls: 3.3094, loss: 3.3094, grad_norm: 6.1172 2020-07-25 06:12:22,485 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 6 days, 10:34:29, time: 0.936, data_time: 0.010, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5578, loss_cls: 3.2465, loss: 3.2465, grad_norm: 6.1089 2020-07-25 06:12:39,543 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 6 days, 10:22:37, time: 0.859, data_time: 0.010, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5883, loss_cls: 3.0620, loss: 3.0620, grad_norm: 6.0579 2020-07-25 06:12:58,470 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 6 days, 10:12:13, time: 0.939, data_time: 0.020, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5578, loss_cls: 3.1443, loss: 3.1443, grad_norm: 6.2336 2020-07-25 06:13:15,957 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 6 days, 10:00:52, time: 0.881, data_time: 0.035, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5461, loss_cls: 3.1886, loss: 3.1886, grad_norm: 6.1304 2020-07-25 06:13:34,460 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 6 days, 9:50:15, time: 0.920, data_time: 0.219, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5500, loss_cls: 3.1763, loss: 3.1763, grad_norm: 6.1198 2020-07-25 06:13:52,371 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 6 days, 9:39:22, time: 0.901, data_time: 0.214, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.2669, loss: 3.2669, grad_norm: 6.0364 2020-07-25 06:14:12,846 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 6 days, 9:30:37, time: 1.021, data_time: 0.425, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1611, loss: 3.1611, grad_norm: 5.9332 2020-07-25 06:14:31,627 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 6 days, 9:20:32, time: 0.942, data_time: 0.398, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5445, loss_cls: 3.2167, loss: 3.2167, grad_norm: 5.9855 2020-07-25 06:14:50,208 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 6 days, 9:10:10, time: 0.921, data_time: 0.292, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5734, loss_cls: 3.1952, loss: 3.1952, grad_norm: 6.0198 2020-07-25 06:15:09,830 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 6 days, 9:01:00, time: 0.989, data_time: 0.083, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.2847, loss: 3.2847, grad_norm: 6.1082 2020-07-25 06:15:26,042 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 6 days, 8:48:51, time: 0.809, data_time: 0.004, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5633, loss_cls: 3.1325, loss: 3.1325, grad_norm: 6.0035 2020-07-25 06:15:44,866 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 6 days, 8:38:58, time: 0.941, data_time: 0.003, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2178, loss: 3.2178, grad_norm: 6.1180 2020-07-25 06:16:02,244 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 6 days, 8:27:54, time: 0.866, data_time: 0.056, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2151, loss: 3.2151, grad_norm: 6.0345 2020-07-25 06:16:20,903 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 6 days, 8:18:04, time: 0.937, data_time: 0.027, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0922, loss: 3.0922, grad_norm: 5.9257 2020-07-25 06:16:38,622 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 6 days, 8:07:24, time: 0.884, data_time: 0.022, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5641, loss_cls: 3.1747, loss: 3.1747, grad_norm: 6.0545 2020-07-25 06:16:56,375 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 6 days, 7:56:54, time: 0.891, data_time: 0.239, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.1965, loss: 3.1965, grad_norm: 6.1198 2020-07-25 06:17:13,642 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 6 days, 7:45:57, time: 0.860, data_time: 0.135, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5977, loss_cls: 3.0555, loss: 3.0555, grad_norm: 6.0399 2020-07-25 06:17:32,976 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 6 days, 7:36:53, time: 0.970, data_time: 0.028, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5430, loss_cls: 3.2317, loss: 3.2317, grad_norm: 6.0722 2020-07-25 06:17:48,984 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 6 days, 7:25:00, time: 0.798, data_time: 0.007, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5875, loss_cls: 3.1034, loss: 3.1034, grad_norm: 6.0050 2020-07-25 06:18:06,966 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 6 days, 7:14:55, time: 0.902, data_time: 0.015, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.1163, loss: 3.1163, grad_norm: 6.2061 2020-07-25 06:18:24,814 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 6 days, 7:04:37, time: 0.886, data_time: 0.008, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5563, loss_cls: 3.1365, loss: 3.1365, grad_norm: 6.2154 2020-07-25 06:18:43,603 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 6 days, 6:55:20, time: 0.944, data_time: 0.012, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5633, loss_cls: 3.1636, loss: 3.1636, grad_norm: 6.1012 2020-07-25 06:19:00,296 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 6 days, 6:44:11, time: 0.828, data_time: 0.015, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.1916, loss: 3.1916, grad_norm: 6.1161 2020-07-25 06:19:18,449 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 6 days, 6:34:32, time: 0.916, data_time: 0.010, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1448, loss: 3.1448, grad_norm: 5.9589 2020-07-25 06:19:36,297 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 6 days, 6:24:31, time: 0.890, data_time: 0.008, memory: 5170, top1_acc: 0.3164, top5_acc: 0.6000, loss_cls: 3.0593, loss: 3.0593, grad_norm: 6.0601 2020-07-25 06:19:50,542 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-25 06:20:20,173 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 6 days, 6:02:52, time: 1.447, data_time: 0.609, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.1182, loss: 3.1182, grad_norm: 6.0783 2020-07-25 06:20:35,880 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 6 days, 5:51:17, time: 0.785, data_time: 0.002, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.0623, loss: 3.0623, grad_norm: 5.9296 2020-07-25 06:20:51,893 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 6 days, 5:40:00, time: 0.799, data_time: 0.006, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1318, loss: 3.1318, grad_norm: 6.1307 2020-07-25 06:21:05,868 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 6 days, 5:27:10, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0631, loss: 3.0631, grad_norm: 6.0703 2020-07-25 06:21:20,665 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 6 days, 5:14:56, time: 0.733, data_time: 0.008, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 3.0932, loss: 3.0932, grad_norm: 6.2436 2020-07-25 06:21:37,534 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 6 days, 5:04:40, time: 0.852, data_time: 0.011, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5969, loss_cls: 3.0978, loss: 3.0978, grad_norm: 6.1413 2020-07-25 06:21:51,391 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 6 days, 4:51:46, time: 0.684, data_time: 0.019, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.0961, loss: 3.0961, grad_norm: 6.0240 2020-07-25 06:22:06,390 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 6 days, 4:40:09, time: 0.759, data_time: 0.145, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5586, loss_cls: 3.1885, loss: 3.1885, grad_norm: 6.1258 2020-07-25 06:22:21,219 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 6 days, 4:28:16, time: 0.739, data_time: 0.100, memory: 5170, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0269, loss: 3.0269, grad_norm: 5.9716 2020-07-25 06:22:36,903 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 6 days, 4:17:01, time: 0.776, data_time: 0.126, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.0402, loss: 3.0402, grad_norm: 5.9508 2020-07-25 06:22:50,722 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 6 days, 4:04:39, time: 0.701, data_time: 0.087, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5727, loss_cls: 3.1131, loss: 3.1131, grad_norm: 6.0573 2020-07-25 06:23:05,345 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 6 days, 3:52:46, time: 0.728, data_time: 0.155, memory: 5170, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0025, loss: 3.0025, grad_norm: 6.0412 2020-07-25 06:23:18,740 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 6 days, 3:40:05, time: 0.673, data_time: 0.080, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5867, loss_cls: 3.0119, loss: 3.0119, grad_norm: 6.0961 2020-07-25 06:23:33,626 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 6 days, 3:28:34, time: 0.744, data_time: 0.007, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5883, loss_cls: 3.0147, loss: 3.0147, grad_norm: 6.0144 2020-07-25 06:23:47,240 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 6 days, 3:16:07, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.3352, top5_acc: 0.6141, loss_cls: 3.0421, loss: 3.0421, grad_norm: 5.9855 2020-07-25 06:24:01,955 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 6 days, 3:04:30, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0437, loss: 3.0437, grad_norm: 5.9942 2020-07-25 06:24:18,389 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 6 days, 2:54:27, time: 0.827, data_time: 0.010, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1452, loss: 3.1452, grad_norm: 6.0499 2020-07-25 06:24:33,393 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 6 days, 2:43:11, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5664, loss_cls: 3.1077, loss: 3.1077, grad_norm: 6.0282 2020-07-25 06:24:47,912 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 6 days, 2:31:47, time: 0.734, data_time: 0.090, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5891, loss_cls: 3.0593, loss: 3.0593, grad_norm: 5.8299 2020-07-25 06:25:02,789 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 6 days, 2:20:37, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5750, loss_cls: 3.1370, loss: 3.1370, grad_norm: 6.0763 2020-07-25 06:25:17,992 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 6 days, 2:09:46, time: 0.760, data_time: 0.002, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1893, loss: 3.1893, grad_norm: 6.0586 2020-07-25 06:25:33,173 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 6 days, 1:58:53, time: 0.756, data_time: 0.013, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1018, loss: 3.1018, grad_norm: 6.1219 2020-07-25 06:25:47,572 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 6 days, 1:47:33, time: 0.722, data_time: 0.040, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5695, loss_cls: 3.0757, loss: 3.0757, grad_norm: 6.0384 2020-07-25 06:26:03,969 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 6 days, 1:37:45, time: 0.819, data_time: 0.020, memory: 5170, top1_acc: 0.3078, top5_acc: 0.6008, loss_cls: 3.0553, loss: 3.0553, grad_norm: 6.1403 2020-07-25 06:26:18,698 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 6 days, 1:26:45, time: 0.737, data_time: 0.003, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.0524, loss: 3.0524, grad_norm: 5.9444 2020-07-25 06:26:33,150 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 6 days, 1:15:32, time: 0.720, data_time: 0.009, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0659, loss: 3.0659, grad_norm: 6.2801 2020-07-25 06:26:47,330 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 6 days, 1:04:13, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.0925, loss: 3.0925, grad_norm: 6.1119 2020-07-25 06:27:03,131 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 6 days, 0:54:11, time: 0.791, data_time: 0.017, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0549, loss: 3.0549, grad_norm: 6.0169 2020-07-25 06:27:18,311 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 6 days, 0:43:36, time: 0.750, data_time: 0.008, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5883, loss_cls: 3.0609, loss: 3.0609, grad_norm: 6.1126 2020-07-25 06:27:32,774 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 6 days, 0:32:47, time: 0.732, data_time: 0.012, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0979, loss: 3.0979, grad_norm: 6.0102 2020-07-25 06:27:48,035 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 6 days, 0:22:28, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5750, loss_cls: 3.0793, loss: 3.0793, grad_norm: 6.0721 2020-07-25 06:28:03,657 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 6 days, 0:12:29, time: 0.781, data_time: 0.082, memory: 5170, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0414, loss: 3.0414, grad_norm: 6.0511 2020-07-25 06:28:17,011 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 6 days, 0:00:44, time: 0.659, data_time: 0.088, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0446, loss: 3.0446, grad_norm: 6.1374 2020-07-25 06:28:32,362 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 5 days, 23:50:47, time: 0.777, data_time: 0.023, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9796, loss: 2.9796, grad_norm: 6.1719 2020-07-25 06:28:46,640 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 5 days, 23:39:49, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5719, loss_cls: 3.1629, loss: 3.1629, grad_norm: 6.0986 2020-07-25 06:29:01,253 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 5 days, 23:29:23, time: 0.737, data_time: 0.010, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 3.0184, loss: 3.0184, grad_norm: 5.9254 2020-07-25 06:29:15,131 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 5 days, 23:18:22, time: 0.695, data_time: 0.032, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 3.0807, loss: 3.0807, grad_norm: 6.0765 2020-07-25 06:29:30,015 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 5 days, 23:08:05, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 2.9761, loss: 2.9761, grad_norm: 5.9323 2020-07-25 06:29:44,805 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 5 days, 22:57:51, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5961, loss_cls: 3.0104, loss: 3.0104, grad_norm: 6.0046 2020-07-25 06:29:58,899 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 5 days, 22:47:05, time: 0.702, data_time: 0.010, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5734, loss_cls: 3.0944, loss: 3.0944, grad_norm: 6.1662 2020-07-25 06:30:13,419 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 5 days, 22:36:42, time: 0.724, data_time: 0.014, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5875, loss_cls: 3.1014, loss: 3.1014, grad_norm: 5.9986 2020-07-25 06:30:28,374 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 5 days, 22:26:48, time: 0.754, data_time: 0.009, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.1571, loss: 3.1571, grad_norm: 6.1057 2020-07-25 06:30:43,120 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 5 days, 22:16:41, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.1305, loss: 3.1305, grad_norm: 5.8776 2020-07-25 06:30:56,959 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 5 days, 22:06:00, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.0405, loss: 3.0405, grad_norm: 5.9915 2020-07-25 06:31:11,314 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 5 days, 21:55:40, time: 0.715, data_time: 0.019, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5664, loss_cls: 3.1449, loss: 3.1449, grad_norm: 6.2373 2020-07-25 06:31:25,684 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 5 days, 21:45:29, time: 0.721, data_time: 0.008, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5875, loss_cls: 3.1051, loss: 3.1051, grad_norm: 6.1757 2020-07-25 06:31:40,688 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 5 days, 21:35:43, time: 0.747, data_time: 0.040, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.0740, loss: 3.0740, grad_norm: 5.9493 2020-07-25 06:31:55,619 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 5 days, 21:26:03, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5961, loss_cls: 3.0655, loss: 3.0655, grad_norm: 6.0733 2020-07-25 06:32:09,124 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 5 days, 21:15:12, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5898, loss_cls: 3.1295, loss: 3.1295, grad_norm: 6.1006 2020-07-25 06:32:22,760 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 5 days, 21:04:45, time: 0.690, data_time: 0.021, memory: 5170, top1_acc: 0.3141, top5_acc: 0.5922, loss_cls: 3.0484, loss: 3.0484, grad_norm: 5.9856 2020-07-25 06:32:36,895 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 5 days, 20:54:29, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.3586, top5_acc: 0.5867, loss_cls: 2.9733, loss: 2.9733, grad_norm: 5.9805 2020-07-25 06:32:50,260 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 5 days, 20:43:55, time: 0.675, data_time: 0.010, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0171, loss: 3.0171, grad_norm: 6.1954 2020-07-25 06:33:03,093 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 5 days, 20:32:56, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5953, loss_cls: 3.0371, loss: 3.0371, grad_norm: 6.1489 2020-07-25 06:33:17,127 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 5 days, 20:22:47, time: 0.698, data_time: 0.009, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5781, loss_cls: 3.1402, loss: 3.1402, grad_norm: 6.0906 2020-07-25 06:33:30,784 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 5 days, 20:12:32, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5852, loss_cls: 3.0652, loss: 3.0652, grad_norm: 5.8894 2020-07-25 06:33:45,795 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 5 days, 20:03:11, time: 0.747, data_time: 0.007, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1409, loss: 3.1409, grad_norm: 6.1425 2020-07-25 06:34:00,614 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 5 days, 19:53:49, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.9355, loss: 2.9355, grad_norm: 5.9970 2020-07-25 06:34:14,631 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 5 days, 19:43:47, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9847, loss: 2.9847, grad_norm: 6.1153 2020-07-25 06:34:29,618 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 5 days, 19:34:42, time: 0.757, data_time: 0.010, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0096, loss: 3.0096, grad_norm: 6.1619 2020-07-25 06:34:44,691 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 5 days, 19:25:35, time: 0.753, data_time: 0.008, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5813, loss_cls: 3.0653, loss: 3.0653, grad_norm: 6.0202 2020-07-25 06:34:57,838 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 5 days, 19:15:10, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5953, loss_cls: 3.0765, loss: 3.0765, grad_norm: 6.1246 2020-07-25 06:35:12,739 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 5 days, 19:06:01, time: 0.743, data_time: 0.010, memory: 5170, top1_acc: 0.3242, top5_acc: 0.6039, loss_cls: 2.9788, loss: 2.9788, grad_norm: 5.9804 2020-07-25 06:35:26,971 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 5 days, 18:56:30, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.8888, loss: 2.8888, grad_norm: 5.9071 2020-07-25 06:35:41,095 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 5 days, 18:46:47, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.1239, loss: 3.1239, grad_norm: 6.1819 2020-07-25 06:35:55,722 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 5 days, 18:37:41, time: 0.738, data_time: 0.011, memory: 5170, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0533, loss: 3.0533, grad_norm: 5.9519 2020-07-25 06:36:08,776 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 5 days, 18:27:21, time: 0.647, data_time: 0.010, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0514, loss: 3.0514, grad_norm: 6.0487 2020-07-25 06:36:22,703 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 5 days, 18:17:51, time: 0.703, data_time: 0.064, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.0581, loss: 3.0581, grad_norm: 5.9824 2020-07-25 06:36:37,584 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 5 days, 18:08:51, time: 0.737, data_time: 0.159, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5758, loss_cls: 3.1102, loss: 3.1102, grad_norm: 6.1319 2020-07-25 06:36:51,543 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 5 days, 17:59:26, time: 0.703, data_time: 0.010, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9666, loss: 2.9666, grad_norm: 6.0521 2020-07-25 06:37:05,768 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 5 days, 17:50:09, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0199, loss: 3.0199, grad_norm: 6.2537 2020-07-25 06:37:19,842 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 5 days, 17:40:52, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1725, loss: 3.1725, grad_norm: 6.1985 2020-07-25 06:37:33,333 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 5 days, 17:31:02, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 2.9682, loss: 2.9682, grad_norm: 5.9371 2020-07-25 06:37:46,631 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 5 days, 17:21:23, time: 0.674, data_time: 0.012, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5820, loss_cls: 3.0925, loss: 3.0925, grad_norm: 6.0098 2020-07-25 06:38:01,185 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 5 days, 17:12:28, time: 0.726, data_time: 0.008, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9571, loss: 2.9571, grad_norm: 5.9356 2020-07-25 06:38:15,195 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 5 days, 17:03:17, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.3234, top5_acc: 0.6023, loss_cls: 3.0408, loss: 3.0408, grad_norm: 6.0377 2020-07-25 06:38:28,233 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 5 days, 16:53:24, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5961, loss_cls: 3.0300, loss: 3.0300, grad_norm: 5.9689 2020-07-25 06:38:42,882 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 5 days, 16:44:44, time: 0.735, data_time: 0.008, memory: 5170, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0498, loss: 3.0498, grad_norm: 6.0970 2020-07-25 06:38:56,384 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 5 days, 16:35:15, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6070, loss_cls: 2.9864, loss: 2.9864, grad_norm: 6.0652 2020-07-25 06:39:09,919 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 5 days, 16:25:56, time: 0.680, data_time: 0.012, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6031, loss_cls: 2.9370, loss: 2.9370, grad_norm: 6.0185 2020-07-25 06:39:23,181 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 5 days, 16:16:22, time: 0.660, data_time: 0.039, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6180, loss_cls: 2.9424, loss: 2.9424, grad_norm: 6.0644 2020-07-25 06:39:37,279 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 5 days, 16:07:28, time: 0.707, data_time: 0.010, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5773, loss_cls: 3.0500, loss: 3.0500, grad_norm: 6.0674 2020-07-25 06:39:51,910 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 5 days, 15:58:55, time: 0.729, data_time: 0.008, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.1252, loss: 3.1252, grad_norm: 5.9737 2020-07-25 06:40:05,148 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 5 days, 15:49:33, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6148, loss_cls: 2.9581, loss: 2.9581, grad_norm: 5.9607 2020-07-25 06:40:20,529 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 5 days, 15:41:33, time: 0.766, data_time: 0.009, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 2.9585, loss: 2.9585, grad_norm: 6.0072 2020-07-25 06:40:33,780 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 5 days, 15:32:16, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6039, loss_cls: 2.9647, loss: 2.9647, grad_norm: 5.9762 2020-07-25 06:40:47,823 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 5 days, 15:23:25, time: 0.696, data_time: 0.020, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5758, loss_cls: 3.0894, loss: 3.0894, grad_norm: 5.9397 2020-07-25 06:41:01,028 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 5 days, 15:14:11, time: 0.663, data_time: 0.011, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.9325, loss: 2.9325, grad_norm: 5.7763 2020-07-25 06:41:15,053 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 5 days, 15:05:30, time: 0.704, data_time: 0.010, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6234, loss_cls: 2.9012, loss: 2.9012, grad_norm: 5.9713 2020-07-25 06:41:29,817 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 5 days, 14:57:18, time: 0.736, data_time: 0.008, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 2.9997, loss: 2.9997, grad_norm: 6.0665 2020-07-25 06:41:44,002 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 5 days, 14:48:46, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0643, loss: 3.0643, grad_norm: 5.9833 2020-07-25 06:41:57,314 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 5 days, 14:39:41, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6227, loss_cls: 2.9302, loss: 2.9302, grad_norm: 5.9646 2020-07-25 06:42:11,146 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 5 days, 14:31:02, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 3.0130, loss: 3.0130, grad_norm: 5.8777 2020-07-25 06:42:24,193 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 5 days, 14:21:50, time: 0.650, data_time: 0.015, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0472, loss: 3.0472, grad_norm: 5.9896 2020-07-25 06:42:38,038 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 5 days, 14:13:17, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0629, loss: 3.0629, grad_norm: 5.9515 2020-07-25 06:42:51,083 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 5 days, 14:04:09, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 2.9474, loss: 2.9474, grad_norm: 5.8829 2020-07-25 06:43:05,470 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 5 days, 13:56:00, time: 0.722, data_time: 0.008, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6070, loss_cls: 3.0003, loss: 3.0003, grad_norm: 6.0290 2020-07-25 06:43:20,931 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 5 days, 13:48:27, time: 0.766, data_time: 0.008, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.0895, loss: 3.0895, grad_norm: 6.0499 2020-07-25 06:43:35,607 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 5 days, 13:40:37, time: 0.741, data_time: 0.099, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.0239, loss: 3.0239, grad_norm: 5.9608 2020-07-25 06:43:49,517 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 5 days, 13:32:14, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0703, loss: 3.0703, grad_norm: 6.1124 2020-07-25 06:44:03,161 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 5 days, 13:23:36, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.0979, loss: 3.0979, grad_norm: 6.1646 2020-07-25 06:44:16,228 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 5 days, 13:14:50, time: 0.662, data_time: 0.054, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0729, loss: 3.0729, grad_norm: 6.0211 2020-07-25 06:44:31,578 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 5 days, 13:07:24, time: 0.762, data_time: 0.092, memory: 5170, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 3.0472, loss: 3.0472, grad_norm: 5.9070 2020-07-25 06:44:44,988 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 5 days, 12:58:54, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.3273, top5_acc: 0.6000, loss_cls: 2.9836, loss: 2.9836, grad_norm: 6.0456 2020-07-25 06:44:59,186 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 5 days, 12:50:49, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0131, loss: 3.0131, grad_norm: 6.0389 2020-07-25 06:45:11,890 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 5 days, 12:41:54, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9998, loss: 2.9998, grad_norm: 6.0341 2020-07-25 06:45:26,197 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 5 days, 12:33:58, time: 0.713, data_time: 0.008, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.9713, loss: 2.9713, grad_norm: 6.0520 2020-07-25 06:45:40,152 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 5 days, 12:25:54, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.3320, top5_acc: 0.6070, loss_cls: 3.0109, loss: 3.0109, grad_norm: 6.0821 2020-07-25 06:45:54,578 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 5 days, 12:18:04, time: 0.716, data_time: 0.010, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.0880, loss: 3.0880, grad_norm: 6.0528 2020-07-25 06:46:09,267 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 5 days, 12:10:35, time: 0.741, data_time: 0.009, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5734, loss_cls: 3.1129, loss: 3.1129, grad_norm: 5.9361 2020-07-25 06:46:23,707 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 5 days, 12:02:51, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5891, loss_cls: 3.0362, loss: 3.0362, grad_norm: 5.9599 2020-07-25 06:46:38,926 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 5 days, 11:55:43, time: 0.764, data_time: 0.143, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5813, loss_cls: 3.0792, loss: 3.0792, grad_norm: 6.0835 2020-07-25 06:46:53,222 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 5 days, 11:47:58, time: 0.713, data_time: 0.011, memory: 5170, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0539, loss: 3.0539, grad_norm: 6.0932 2020-07-25 06:47:08,201 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 5 days, 11:40:43, time: 0.751, data_time: 0.004, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1284, loss: 3.1284, grad_norm: 6.0217 2020-07-25 06:47:22,836 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 5 days, 11:33:13, time: 0.728, data_time: 0.008, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 2.9618, loss: 2.9618, grad_norm: 5.8898 2020-07-25 06:47:36,223 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 5 days, 11:25:04, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.9431, loss: 2.9431, grad_norm: 5.8417 2020-07-25 06:47:53,014 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 5 days, 11:18:56, time: 0.833, data_time: 0.007, memory: 5170, top1_acc: 0.3086, top5_acc: 0.6055, loss_cls: 3.0109, loss: 3.0109, grad_norm: 6.0694 2020-07-25 06:48:06,173 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 5 days, 11:10:44, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6023, loss_cls: 2.9709, loss: 2.9709, grad_norm: 6.0635 2020-07-25 06:48:22,237 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 5 days, 11:04:13, time: 0.798, data_time: 0.010, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6094, loss_cls: 2.9610, loss: 2.9610, grad_norm: 6.0006 2020-07-25 06:48:35,969 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 5 days, 10:56:24, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0654, loss: 3.0654, grad_norm: 6.0490 2020-07-25 06:48:50,738 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 5 days, 10:49:11, time: 0.737, data_time: 0.035, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5961, loss_cls: 3.0249, loss: 3.0249, grad_norm: 6.0786 2020-07-25 06:49:04,819 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 5 days, 10:41:37, time: 0.706, data_time: 0.073, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0429, loss: 3.0429, grad_norm: 5.9731 2020-07-25 06:49:18,937 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 5 days, 10:34:04, time: 0.704, data_time: 0.057, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0821, loss: 3.0821, grad_norm: 5.9524 2020-07-25 06:49:31,936 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 5 days, 10:25:54, time: 0.652, data_time: 0.014, memory: 5170, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 2.9640, loss: 2.9640, grad_norm: 5.9735 2020-07-25 06:49:46,301 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 5 days, 10:18:33, time: 0.716, data_time: 0.048, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6023, loss_cls: 2.9772, loss: 2.9772, grad_norm: 5.9928 2020-07-25 06:50:00,100 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 5 days, 10:10:56, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5766, loss_cls: 3.0772, loss: 3.0772, grad_norm: 6.0702 2020-07-25 06:50:14,737 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 5 days, 10:03:47, time: 0.729, data_time: 0.038, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5914, loss_cls: 3.0478, loss: 3.0478, grad_norm: 6.0728 2020-07-25 06:50:27,804 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 5 days, 9:55:48, time: 0.657, data_time: 0.011, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6156, loss_cls: 2.9557, loss: 2.9557, grad_norm: 5.9003 2020-07-25 06:50:42,727 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 5 days, 9:48:51, time: 0.740, data_time: 0.008, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5938, loss_cls: 3.0381, loss: 3.0381, grad_norm: 5.9943 2020-07-25 06:50:56,594 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 5 days, 9:41:24, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9601, loss: 2.9601, grad_norm: 5.7608 2020-07-25 06:51:10,837 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 5 days, 9:34:11, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0806, loss: 3.0806, grad_norm: 6.0024 2020-07-25 06:51:23,602 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 5 days, 9:26:04, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9271, loss: 2.9271, grad_norm: 6.0081 2020-07-25 06:51:36,674 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 5 days, 9:18:09, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.3320, top5_acc: 0.6055, loss_cls: 2.9594, loss: 2.9594, grad_norm: 6.0450 2020-07-25 06:51:51,139 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 5 days, 9:11:13, time: 0.729, data_time: 0.020, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5938, loss_cls: 2.9859, loss: 2.9859, grad_norm: 5.9743 2020-07-25 06:52:05,539 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 5 days, 9:04:10, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0140, loss: 3.0140, grad_norm: 6.0239 2020-07-25 06:52:18,969 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 5 days, 8:56:37, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.3328, top5_acc: 0.6000, loss_cls: 3.0395, loss: 3.0395, grad_norm: 5.9597 2020-07-25 06:52:32,339 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 5 days, 8:48:56, time: 0.661, data_time: 0.015, memory: 5170, top1_acc: 0.3250, top5_acc: 0.6180, loss_cls: 2.9626, loss: 2.9626, grad_norm: 5.9115 2020-07-25 06:52:45,356 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 5 days, 8:41:16, time: 0.659, data_time: 0.010, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 2.9099, loss: 2.9099, grad_norm: 5.9044 2020-07-25 06:52:59,281 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 5 days, 8:34:01, time: 0.692, data_time: 0.014, memory: 5170, top1_acc: 0.3297, top5_acc: 0.6039, loss_cls: 2.9943, loss: 2.9943, grad_norm: 6.0898 2020-07-25 06:53:13,457 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 5 days, 8:27:03, time: 0.713, data_time: 0.008, memory: 5170, top1_acc: 0.3258, top5_acc: 0.6039, loss_cls: 3.0228, loss: 3.0228, grad_norm: 5.9015 2020-07-25 06:53:27,342 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 5 days, 8:19:46, time: 0.685, data_time: 0.056, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5922, loss_cls: 3.0467, loss: 3.0467, grad_norm: 5.8567 2020-07-25 06:53:40,694 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 5 days, 8:12:25, time: 0.677, data_time: 0.050, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 2.9980, loss: 2.9980, grad_norm: 5.7931 2020-07-25 06:53:54,693 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 5 days, 8:05:20, time: 0.696, data_time: 0.054, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6273, loss_cls: 2.9069, loss: 2.9069, grad_norm: 5.9744 2020-07-25 06:54:08,497 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 5 days, 7:58:14, time: 0.694, data_time: 0.048, memory: 5170, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 3.0101, loss: 3.0101, grad_norm: 5.8614 2020-07-25 06:54:22,622 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 5 days, 7:51:15, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6047, loss_cls: 2.9211, loss: 2.9211, grad_norm: 5.9860 2020-07-25 06:54:36,053 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 5 days, 7:44:01, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 2.9786, loss: 2.9786, grad_norm: 5.8159 2020-07-25 06:54:51,373 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 5 days, 7:37:44, time: 0.757, data_time: 0.018, memory: 5170, top1_acc: 0.3359, top5_acc: 0.5773, loss_cls: 3.0304, loss: 3.0304, grad_norm: 5.9521 2020-07-25 06:55:05,824 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 5 days, 7:31:11, time: 0.731, data_time: 0.011, memory: 5170, top1_acc: 0.3289, top5_acc: 0.6047, loss_cls: 2.9988, loss: 2.9988, grad_norm: 5.9647 2020-07-25 06:55:19,289 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 5 days, 7:23:59, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.3430, top5_acc: 0.5945, loss_cls: 3.0140, loss: 3.0140, grad_norm: 6.0826 2020-07-25 06:55:34,421 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 5 days, 7:17:42, time: 0.750, data_time: 0.008, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5992, loss_cls: 3.0104, loss: 3.0104, grad_norm: 6.0853 2020-07-25 06:55:48,060 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 5 days, 7:10:44, time: 0.689, data_time: 0.009, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0402, loss: 3.0402, grad_norm: 5.8532 2020-07-25 06:56:02,746 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 5 days, 7:04:14, time: 0.729, data_time: 0.009, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 3.0197, loss: 3.0197, grad_norm: 5.9255 2020-07-25 06:56:15,932 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 5 days, 6:57:03, time: 0.665, data_time: 0.012, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6266, loss_cls: 2.8650, loss: 2.8650, grad_norm: 5.7923 2020-07-25 06:56:31,314 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 5 days, 6:51:02, time: 0.766, data_time: 0.060, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6234, loss_cls: 2.8299, loss: 2.8299, grad_norm: 5.8706 2020-07-25 06:56:44,985 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 5 days, 6:44:07, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.3305, top5_acc: 0.6117, loss_cls: 2.9655, loss: 2.9655, grad_norm: 6.1802 2020-07-25 06:56:58,625 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 5 days, 6:37:13, time: 0.684, data_time: 0.052, memory: 5170, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0172, loss: 3.0172, grad_norm: 6.0040 2020-07-25 06:57:11,654 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 5 days, 6:29:55, time: 0.648, data_time: 0.044, memory: 5170, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9631, loss: 2.9631, grad_norm: 5.9097 2020-07-25 06:57:25,254 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 5 days, 6:23:04, time: 0.684, data_time: 0.009, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8933, loss: 2.8933, grad_norm: 6.0671 2020-07-25 06:57:38,596 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 5 days, 6:16:01, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 2.9379, loss: 2.9379, grad_norm: 5.8849 2020-07-25 06:57:52,581 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 5 days, 6:09:26, time: 0.702, data_time: 0.010, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6031, loss_cls: 3.0102, loss: 3.0102, grad_norm: 5.9562 2020-07-25 06:58:06,883 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 5 days, 6:02:59, time: 0.713, data_time: 0.013, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.9438, loss: 2.9438, grad_norm: 5.9171 2020-07-25 06:58:20,177 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 5 days, 5:56:02, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0116, loss: 3.0116, grad_norm: 6.0086 2020-07-25 06:58:33,476 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 5 days, 5:49:00, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9481, loss: 2.9481, grad_norm: 6.0211 2020-07-25 06:58:46,757 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 5 days, 5:42:09, time: 0.671, data_time: 0.010, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5969, loss_cls: 3.0714, loss: 3.0714, grad_norm: 6.0629 2020-07-25 06:58:59,879 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 5 days, 5:35:04, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.9456, loss: 2.9456, grad_norm: 5.8952 2020-07-25 06:59:13,762 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 5 days, 5:28:37, time: 0.702, data_time: 0.011, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.9163, loss: 2.9163, grad_norm: 5.8809 2020-07-25 06:59:27,905 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 5 days, 5:22:13, time: 0.704, data_time: 0.034, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.0834, loss: 3.0834, grad_norm: 6.0820 2020-07-25 06:59:42,033 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 5 days, 5:15:54, time: 0.710, data_time: 0.090, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6023, loss_cls: 2.9668, loss: 2.9668, grad_norm: 5.9315 2020-07-25 06:59:56,613 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 5 days, 5:09:47, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6016, loss_cls: 3.0544, loss: 3.0544, grad_norm: 5.9391 2020-07-25 07:00:11,208 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 5 days, 5:03:42, time: 0.727, data_time: 0.008, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0552, loss: 3.0552, grad_norm: 5.8918 2020-07-25 07:00:24,829 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 5 days, 4:57:05, time: 0.678, data_time: 0.021, memory: 5170, top1_acc: 0.3555, top5_acc: 0.5992, loss_cls: 3.0183, loss: 3.0183, grad_norm: 5.9423 2020-07-25 07:00:38,095 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 5 days, 4:50:26, time: 0.672, data_time: 0.011, memory: 5170, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0187, loss: 3.0187, grad_norm: 6.0213 2020-07-25 07:00:53,820 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 5 days, 4:44:59, time: 0.778, data_time: 0.007, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0421, loss: 3.0421, grad_norm: 5.8086 2020-07-25 07:01:07,026 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 5 days, 4:38:20, time: 0.668, data_time: 0.020, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6070, loss_cls: 2.8358, loss: 2.8358, grad_norm: 5.7863 2020-07-25 07:01:21,398 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 5 days, 4:32:16, time: 0.719, data_time: 0.022, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9298, loss: 2.9298, grad_norm: 5.8684 2020-07-25 07:01:35,286 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 5 days, 4:25:55, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0319, loss: 3.0319, grad_norm: 5.9414 2020-07-25 07:01:49,492 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 5 days, 4:19:51, time: 0.715, data_time: 0.010, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 2.9877, loss: 2.9877, grad_norm: 5.9383 2020-07-25 07:02:02,660 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 5 days, 4:13:07, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.8978, loss: 2.8978, grad_norm: 5.8381 2020-07-25 07:02:16,589 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 5 days, 4:06:57, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9218, loss: 2.9218, grad_norm: 5.8790 2020-07-25 07:02:30,201 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 5 days, 4:00:29, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 2.9787, loss: 2.9787, grad_norm: 5.9320 2020-07-25 07:02:43,998 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 5 days, 3:54:18, time: 0.696, data_time: 0.010, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.9004, loss: 2.9004, grad_norm: 5.8982 2020-07-25 07:02:57,652 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 5 days, 3:47:56, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5859, loss_cls: 3.0466, loss: 3.0466, grad_norm: 5.9971 2020-07-25 07:03:10,394 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 5 days, 3:41:12, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6148, loss_cls: 2.8828, loss: 2.8828, grad_norm: 5.7503 2020-07-25 07:03:23,784 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 5 days, 3:34:49, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9613, loss: 2.9613, grad_norm: 5.9046 2020-07-25 07:03:37,236 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 5 days, 3:28:24, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6141, loss_cls: 2.8881, loss: 2.8881, grad_norm: 5.8101 2020-07-25 07:03:50,377 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 5 days, 3:21:58, time: 0.663, data_time: 0.010, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8185, loss: 2.8185, grad_norm: 5.8363 2020-07-25 07:04:04,792 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 5 days, 3:16:09, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6242, loss_cls: 2.8891, loss: 2.8891, grad_norm: 5.8752 2020-07-25 07:04:17,966 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 5 days, 3:09:44, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.9666, loss: 2.9666, grad_norm: 5.9316 2020-07-25 07:04:30,960 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-25 07:04:56,805 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 5 days, 2:57:47, time: 1.210, data_time: 0.588, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8850, loss: 2.8850, grad_norm: 5.7602 2020-07-25 07:05:08,955 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 5 days, 2:50:52, time: 0.608, data_time: 0.002, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6055, loss_cls: 2.9490, loss: 2.9490, grad_norm: 5.8912 2020-07-25 07:05:21,878 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 5 days, 2:44:23, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6383, loss_cls: 2.8223, loss: 2.8223, grad_norm: 5.7648 2020-07-25 07:05:34,208 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 5 days, 2:37:35, time: 0.616, data_time: 0.001, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6242, loss_cls: 2.8325, loss: 2.8325, grad_norm: 5.7873 2020-07-25 07:05:48,184 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 5 days, 2:31:38, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9185, loss: 2.9185, grad_norm: 6.0198 2020-07-25 07:06:02,650 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 5 days, 2:26:06, time: 0.730, data_time: 0.009, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6273, loss_cls: 2.8371, loss: 2.8371, grad_norm: 5.9334 2020-07-25 07:06:15,353 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 5 days, 2:19:29, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.9014, loss: 2.9014, grad_norm: 6.0322 2020-07-25 07:06:29,361 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 5 days, 2:13:45, time: 0.707, data_time: 0.012, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7633, loss: 2.7633, grad_norm: 5.8194 2020-07-25 07:06:42,650 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 5 days, 2:07:35, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9354, loss: 2.9354, grad_norm: 6.0490 2020-07-25 07:06:56,628 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 5 days, 2:01:49, time: 0.700, data_time: 0.010, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6430, loss_cls: 2.7174, loss: 2.7174, grad_norm: 5.8447 2020-07-25 07:07:10,161 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 5 days, 1:55:50, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6164, loss_cls: 2.9359, loss: 2.9359, grad_norm: 5.8792 2020-07-25 07:07:23,524 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 5 days, 1:49:46, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.8694, loss: 2.8694, grad_norm: 5.8534 2020-07-25 07:07:37,458 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 5 days, 1:44:02, time: 0.698, data_time: 0.003, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6141, loss_cls: 2.8897, loss: 2.8897, grad_norm: 5.7634 2020-07-25 07:07:49,951 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 5 days, 1:37:31, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6227, loss_cls: 2.8739, loss: 2.8739, grad_norm: 5.8595 2020-07-25 07:08:04,676 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 5 days, 1:32:15, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9610, loss: 2.9610, grad_norm: 6.0152 2020-07-25 07:08:16,975 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 5 days, 1:25:41, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.8237, loss: 2.8237, grad_norm: 5.8643 2020-07-25 07:08:29,964 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 5 days, 1:19:33, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9442, loss: 2.9442, grad_norm: 6.0407 2020-07-25 07:08:44,143 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 5 days, 1:14:00, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6273, loss_cls: 2.8195, loss: 2.8195, grad_norm: 5.9524 2020-07-25 07:08:56,685 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 5 days, 1:07:41, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8602, loss: 2.8602, grad_norm: 5.9739 2020-07-25 07:09:09,116 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 5 days, 1:01:15, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.7118, loss: 2.7118, grad_norm: 5.8001 2020-07-25 07:09:22,898 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 5 days, 0:55:37, time: 0.692, data_time: 0.009, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6477, loss_cls: 2.8063, loss: 2.8063, grad_norm: 5.8194 2020-07-25 07:09:36,466 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 5 days, 0:49:48, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6156, loss_cls: 2.9186, loss: 2.9186, grad_norm: 5.9311 2020-07-25 07:09:49,990 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 5 days, 0:44:05, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9093, loss: 2.9093, grad_norm: 5.9836 2020-07-25 07:10:03,006 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 5 days, 0:38:04, time: 0.650, data_time: 0.010, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7836, loss: 2.7836, grad_norm: 5.8328 2020-07-25 07:10:15,996 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 5 days, 0:32:05, time: 0.651, data_time: 0.003, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9137, loss: 2.9137, grad_norm: 6.0574 2020-07-25 07:10:29,134 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 5 days, 0:26:09, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6172, loss_cls: 2.9156, loss: 2.9156, grad_norm: 6.1347 2020-07-25 07:10:42,465 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 5 days, 0:20:23, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8575, loss: 2.8575, grad_norm: 5.9664 2020-07-25 07:10:55,570 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 5 days, 0:14:28, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.3414, top5_acc: 0.6055, loss_cls: 2.9656, loss: 2.9656, grad_norm: 5.9546 2020-07-25 07:11:08,809 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 5 days, 0:08:43, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.8842, loss: 2.8842, grad_norm: 5.8414 2020-07-25 07:11:21,601 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 5 days, 0:02:41, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9347, loss: 2.9347, grad_norm: 6.0995 2020-07-25 07:11:35,607 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 4 days, 23:57:19, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8734, loss: 2.8734, grad_norm: 5.9687 2020-07-25 07:11:48,728 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 4 days, 23:51:27, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6164, loss_cls: 2.8817, loss: 2.8817, grad_norm: 5.9252 2020-07-25 07:12:01,099 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 4 days, 23:45:22, time: 0.627, data_time: 0.012, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.7472, loss: 2.7472, grad_norm: 5.8784 2020-07-25 07:12:14,889 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 4 days, 23:39:55, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8962, loss: 2.8962, grad_norm: 5.7909 2020-07-25 07:12:28,411 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 4 days, 23:34:24, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.9171, loss: 2.9171, grad_norm: 5.9278 2020-07-25 07:12:41,268 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 4 days, 23:28:28, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6297, loss_cls: 2.8655, loss: 2.8655, grad_norm: 5.9602 2020-07-25 07:12:54,692 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 4 days, 23:22:59, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6109, loss_cls: 2.9019, loss: 2.9019, grad_norm: 5.9493 2020-07-25 07:13:08,013 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 4 days, 23:17:22, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9296, loss: 2.9296, grad_norm: 5.8419 2020-07-25 07:13:21,428 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 4 days, 23:11:53, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.8202, loss: 2.8202, grad_norm: 5.7336 2020-07-25 07:13:34,155 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 4 days, 23:05:59, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6062, loss_cls: 2.9257, loss: 2.9257, grad_norm: 5.8000 2020-07-25 07:13:47,465 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 4 days, 23:00:28, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8710, loss: 2.8710, grad_norm: 5.7873 2020-07-25 07:14:00,167 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 4 days, 22:54:37, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6195, loss_cls: 2.8595, loss: 2.8595, grad_norm: 5.9988 2020-07-25 07:14:13,308 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 4 days, 22:49:04, time: 0.660, data_time: 0.011, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8333, loss: 2.8333, grad_norm: 5.8466 2020-07-25 07:14:26,136 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 4 days, 22:43:18, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6375, loss_cls: 2.8264, loss: 2.8264, grad_norm: 5.9530 2020-07-25 07:14:43,824 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 4 days, 22:40:02, time: 0.887, data_time: 0.006, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6414, loss_cls: 2.7326, loss: 2.7326, grad_norm: 5.9488 2020-07-25 07:14:56,050 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 4 days, 22:34:01, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.9226, loss: 2.9226, grad_norm: 6.0920 2020-07-25 07:15:08,915 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 4 days, 22:28:23, time: 0.646, data_time: 0.008, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8832, loss: 2.8832, grad_norm: 5.9837 2020-07-25 07:15:22,358 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 4 days, 22:23:01, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6211, loss_cls: 2.9007, loss: 2.9007, grad_norm: 5.9204 2020-07-25 07:15:35,868 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 4 days, 22:17:43, time: 0.676, data_time: 0.003, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6148, loss_cls: 2.8996, loss: 2.8996, grad_norm: 6.0097 2020-07-25 07:15:49,199 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 4 days, 22:12:19, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6047, loss_cls: 2.8645, loss: 2.8645, grad_norm: 5.8476 2020-07-25 07:16:03,240 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 4 days, 22:07:19, time: 0.704, data_time: 0.010, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 2.9211, loss: 2.9211, grad_norm: 5.9956 2020-07-25 07:16:16,922 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 4 days, 22:02:06, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6375, loss_cls: 2.8144, loss: 2.8144, grad_norm: 5.7995 2020-07-25 07:16:29,613 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 4 days, 21:56:31, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6117, loss_cls: 2.8958, loss: 2.8958, grad_norm: 5.8948 2020-07-25 07:16:43,392 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 4 days, 21:51:23, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6492, loss_cls: 2.7992, loss: 2.7992, grad_norm: 5.7328 2020-07-25 07:16:55,952 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 4 days, 21:45:42, time: 0.628, data_time: 0.010, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.8518, loss: 2.8518, grad_norm: 5.9698 2020-07-25 07:17:08,648 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 4 days, 21:40:06, time: 0.634, data_time: 0.010, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8390, loss: 2.8390, grad_norm: 5.9440 2020-07-25 07:17:21,798 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 4 days, 21:34:48, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.9187, loss: 2.9187, grad_norm: 6.0019 2020-07-25 07:17:36,463 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 4 days, 21:30:12, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6086, loss_cls: 2.8829, loss: 2.8829, grad_norm: 5.8763 2020-07-25 07:17:49,809 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 4 days, 21:24:59, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.8063, loss: 2.8063, grad_norm: 5.8813 2020-07-25 07:18:03,363 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 4 days, 21:19:51, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.8544, loss: 2.8544, grad_norm: 6.0316 2020-07-25 07:18:16,576 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 4 days, 21:14:36, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.7947, loss: 2.7947, grad_norm: 5.9428 2020-07-25 07:18:29,710 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 4 days, 21:09:19, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6359, loss_cls: 2.8133, loss: 2.8133, grad_norm: 5.9217 2020-07-25 07:18:44,323 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 4 days, 21:04:48, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6109, loss_cls: 2.9120, loss: 2.9120, grad_norm: 5.9488 2020-07-25 07:18:56,528 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 4 days, 20:59:07, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6078, loss_cls: 2.9100, loss: 2.9100, grad_norm: 6.0155 2020-07-25 07:19:10,236 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 4 days, 20:54:06, time: 0.680, data_time: 0.009, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.9653, loss: 2.9653, grad_norm: 6.1018 2020-07-25 07:19:24,846 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 4 days, 20:49:39, time: 0.736, data_time: 0.008, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6289, loss_cls: 2.8171, loss: 2.8171, grad_norm: 6.0058 2020-07-25 07:19:37,106 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 4 days, 20:44:00, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9576, loss: 2.9576, grad_norm: 5.9269 2020-07-25 07:19:50,470 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 4 days, 20:38:57, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.8399, loss: 2.8399, grad_norm: 6.0399 2020-07-25 07:20:04,507 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 4 days, 20:34:14, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.7532, loss: 2.7532, grad_norm: 5.8873 2020-07-25 07:20:19,007 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 4 days, 20:29:43, time: 0.725, data_time: 0.001, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8396, loss: 2.8396, grad_norm: 5.9887 2020-07-25 07:20:31,669 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 4 days, 20:24:20, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.9537, loss: 2.9537, grad_norm: 6.0076 2020-07-25 07:20:45,293 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 4 days, 20:19:28, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6430, loss_cls: 2.8135, loss: 2.8135, grad_norm: 5.7822 2020-07-25 07:20:58,072 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 4 days, 20:14:09, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6062, loss_cls: 2.9476, loss: 2.9476, grad_norm: 5.9091 2020-07-25 07:21:11,727 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 4 days, 20:09:20, time: 0.685, data_time: 0.010, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6180, loss_cls: 2.8806, loss: 2.8806, grad_norm: 5.9278 2020-07-25 07:21:25,392 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 4 days, 20:04:32, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.8902, loss: 2.8902, grad_norm: 5.9543 2020-07-25 07:21:39,215 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 4 days, 19:59:46, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.3445, top5_acc: 0.6320, loss_cls: 2.8324, loss: 2.8324, grad_norm: 5.9131 2020-07-25 07:21:51,796 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 4 days, 19:54:29, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6250, loss_cls: 2.8695, loss: 2.8695, grad_norm: 5.8697 2020-07-25 07:22:04,591 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 4 days, 19:49:14, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6164, loss_cls: 2.8487, loss: 2.8487, grad_norm: 5.8466 2020-07-25 07:22:18,238 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 4 days, 19:44:30, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.8203, loss: 2.8203, grad_norm: 5.8504 2020-07-25 07:22:31,812 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 4 days, 19:39:38, time: 0.672, data_time: 0.010, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6172, loss_cls: 2.8915, loss: 2.8915, grad_norm: 5.8116 2020-07-25 07:22:45,521 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 4 days, 19:35:00, time: 0.693, data_time: 0.010, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6234, loss_cls: 2.8820, loss: 2.8820, grad_norm: 5.9666 2020-07-25 07:22:58,171 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 4 days, 19:29:44, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6336, loss_cls: 2.8522, loss: 2.8522, grad_norm: 6.0821 2020-07-25 07:23:11,236 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 4 days, 19:24:49, time: 0.660, data_time: 0.010, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6406, loss_cls: 2.8149, loss: 2.8149, grad_norm: 5.9176 2020-07-25 07:23:24,302 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 4 days, 19:19:45, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6258, loss_cls: 2.8875, loss: 2.8875, grad_norm: 6.0870 2020-07-25 07:23:37,181 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 4 days, 19:14:47, time: 0.652, data_time: 0.011, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6367, loss_cls: 2.8136, loss: 2.8136, grad_norm: 6.0525 2020-07-25 07:23:49,970 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 4 days, 19:09:41, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6320, loss_cls: 2.8484, loss: 2.8484, grad_norm: 5.9867 2020-07-25 07:24:03,348 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 4 days, 19:04:53, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9458, loss: 2.9458, grad_norm: 5.9636 2020-07-25 07:24:16,244 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 4 days, 18:59:55, time: 0.649, data_time: 0.010, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6336, loss_cls: 2.8133, loss: 2.8133, grad_norm: 5.8426 2020-07-25 07:24:31,267 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 4 days, 18:55:56, time: 0.751, data_time: 0.002, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9581, loss: 2.9581, grad_norm: 5.9150 2020-07-25 07:24:44,796 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 4 days, 18:51:15, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8593, loss: 2.8593, grad_norm: 5.8213 2020-07-25 07:24:57,054 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 4 days, 18:46:00, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.9247, loss: 2.9247, grad_norm: 5.8261 2020-07-25 07:25:11,477 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 4 days, 18:41:42, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.9000, loss: 2.9000, grad_norm: 5.9353 2020-07-25 07:25:23,938 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 4 days, 18:36:38, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.8931, loss: 2.8931, grad_norm: 5.8104 2020-07-25 07:25:36,705 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 4 days, 18:31:39, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6461, loss_cls: 2.8425, loss: 2.8425, grad_norm: 5.6883 2020-07-25 07:25:50,280 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 4 days, 18:27:05, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6258, loss_cls: 2.8267, loss: 2.8267, grad_norm: 5.8438 2020-07-25 07:26:03,902 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 4 days, 18:22:31, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6500, loss_cls: 2.6983, loss: 2.6983, grad_norm: 5.6900 2020-07-25 07:26:17,280 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 4 days, 18:17:53, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8475, loss: 2.8475, grad_norm: 5.9183 2020-07-25 07:26:29,963 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 4 days, 18:12:56, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6273, loss_cls: 2.8463, loss: 2.8463, grad_norm: 5.9770 2020-07-25 07:26:43,522 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 4 days, 18:08:24, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6250, loss_cls: 2.8886, loss: 2.8886, grad_norm: 5.9742 2020-07-25 07:26:56,958 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 4 days, 18:03:47, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6148, loss_cls: 2.8446, loss: 2.8446, grad_norm: 5.8142 2020-07-25 07:27:09,771 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 4 days, 17:58:57, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6227, loss_cls: 2.8053, loss: 2.8053, grad_norm: 5.6948 2020-07-25 07:27:22,938 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 4 days, 17:54:12, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.9529, loss: 2.9529, grad_norm: 5.9340 2020-07-25 07:27:36,421 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 4 days, 17:49:44, time: 0.680, data_time: 0.010, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.8043, loss: 2.8043, grad_norm: 5.8756 2020-07-25 07:27:50,849 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 4 days, 17:45:41, time: 0.723, data_time: 0.010, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.8016, loss: 2.8016, grad_norm: 5.7379 2020-07-25 07:28:04,046 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 4 days, 17:40:59, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8311, loss: 2.8311, grad_norm: 5.8522 2020-07-25 07:28:18,343 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 4 days, 17:36:56, time: 0.722, data_time: 0.009, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.8962, loss: 2.8962, grad_norm: 5.8908 2020-07-25 07:28:32,273 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 4 days, 17:32:38, time: 0.693, data_time: 0.004, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6188, loss_cls: 2.8670, loss: 2.8670, grad_norm: 5.9209 2020-07-25 07:28:44,591 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 4 days, 17:27:41, time: 0.619, data_time: 0.009, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8345, loss: 2.8345, grad_norm: 5.7321 2020-07-25 07:28:58,184 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 4 days, 17:23:14, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6344, loss_cls: 2.8319, loss: 2.8319, grad_norm: 5.7459 2020-07-25 07:29:10,484 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 4 days, 17:18:19, time: 0.621, data_time: 0.009, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6258, loss_cls: 2.8054, loss: 2.8054, grad_norm: 5.7810 2020-07-25 07:29:23,274 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 4 days, 17:13:34, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6188, loss_cls: 2.8999, loss: 2.8999, grad_norm: 5.9196 2020-07-25 07:29:36,868 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 4 days, 17:09:13, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6172, loss_cls: 2.9365, loss: 2.9365, grad_norm: 5.8136 2020-07-25 07:29:49,465 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 4 days, 17:04:25, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.3570, top5_acc: 0.5938, loss_cls: 2.9624, loss: 2.9624, grad_norm: 5.8802 2020-07-25 07:30:03,450 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 4 days, 17:00:16, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 2.8225, loss: 2.8225, grad_norm: 6.0299 2020-07-25 07:30:17,706 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 4 days, 16:56:15, time: 0.714, data_time: 0.004, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6148, loss_cls: 2.9076, loss: 2.9076, grad_norm: 5.8182 2020-07-25 07:30:31,032 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 4 days, 16:51:49, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 2.9620, loss: 2.9620, grad_norm: 5.9909 2020-07-25 07:30:43,453 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 4 days, 16:46:59, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6461, loss_cls: 2.8614, loss: 2.8614, grad_norm: 5.9097 2020-07-25 07:30:57,021 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 4 days, 16:42:42, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6211, loss_cls: 2.8395, loss: 2.8395, grad_norm: 5.7111 2020-07-25 07:31:10,496 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 4 days, 16:38:24, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.8009, loss: 2.8009, grad_norm: 5.7827 2020-07-25 07:31:23,878 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 4 days, 16:34:00, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9389, loss: 2.9389, grad_norm: 5.9716 2020-07-25 07:31:36,397 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 4 days, 16:29:18, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6336, loss_cls: 2.8635, loss: 2.8635, grad_norm: 5.7771 2020-07-25 07:31:50,007 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 4 days, 16:25:00, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8574, loss: 2.8574, grad_norm: 5.8603 2020-07-25 07:32:03,726 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 4 days, 16:20:55, time: 0.695, data_time: 0.012, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.8077, loss: 2.8077, grad_norm: 5.8853 2020-07-25 07:32:16,086 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 4 days, 16:16:10, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7458, loss: 2.7458, grad_norm: 5.6468 2020-07-25 07:32:29,012 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 4 days, 16:11:39, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.8541, loss: 2.8541, grad_norm: 5.8300 2020-07-25 07:32:43,648 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 4 days, 16:07:56, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9042, loss: 2.9042, grad_norm: 6.0093 2020-07-25 07:32:56,178 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 4 days, 16:03:16, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8520, loss: 2.8520, grad_norm: 5.8139 2020-07-25 07:33:09,645 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 4 days, 15:59:05, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.9112, loss: 2.9112, grad_norm: 5.8924 2020-07-25 07:33:22,122 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 4 days, 15:54:25, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8585, loss: 2.8585, grad_norm: 5.7155 2020-07-25 07:33:35,245 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 4 days, 15:50:05, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6391, loss_cls: 2.8361, loss: 2.8361, grad_norm: 5.8013 2020-07-25 07:33:49,733 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 4 days, 15:46:19, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9618, loss: 2.9618, grad_norm: 5.8116 2020-07-25 07:34:02,205 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 4 days, 15:41:44, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8632, loss: 2.8632, grad_norm: 5.7836 2020-07-25 07:34:16,289 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 4 days, 15:37:51, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6500, loss_cls: 2.7859, loss: 2.7859, grad_norm: 5.7921 2020-07-25 07:34:28,885 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 4 days, 15:33:17, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8712, loss: 2.8712, grad_norm: 5.7821 2020-07-25 07:34:42,659 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 4 days, 15:29:19, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6492, loss_cls: 2.8101, loss: 2.8101, grad_norm: 5.8782 2020-07-25 07:34:56,388 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 4 days, 15:25:16, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7239, loss: 2.7239, grad_norm: 5.5971 2020-07-25 07:35:10,128 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 4 days, 15:21:17, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7805, loss: 2.7805, grad_norm: 5.5862 2020-07-25 07:35:23,347 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 4 days, 15:17:05, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6273, loss_cls: 2.7798, loss: 2.7798, grad_norm: 5.8530 2020-07-25 07:35:36,902 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 4 days, 15:13:00, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.8250, loss: 2.8250, grad_norm: 5.9782 2020-07-25 07:35:49,541 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 4 days, 15:08:35, time: 0.633, data_time: 0.003, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9142, loss: 2.9142, grad_norm: 5.8763 2020-07-25 07:36:02,910 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 4 days, 15:04:28, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.7755, loss: 2.7755, grad_norm: 5.6838 2020-07-25 07:36:17,144 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 4 days, 15:00:43, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6406, loss_cls: 2.7731, loss: 2.7731, grad_norm: 5.5761 2020-07-25 07:36:29,215 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 4 days, 14:56:05, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6266, loss_cls: 2.8443, loss: 2.8443, grad_norm: 5.7513 2020-07-25 07:36:42,139 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 4 days, 14:51:46, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6461, loss_cls: 2.7942, loss: 2.7942, grad_norm: 5.7655 2020-07-25 07:36:55,939 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 4 days, 14:47:54, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6258, loss_cls: 2.8549, loss: 2.8549, grad_norm: 5.7716 2020-07-25 07:37:09,240 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 4 days, 14:43:48, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.3445, top5_acc: 0.6164, loss_cls: 2.8807, loss: 2.8807, grad_norm: 5.8818 2020-07-25 07:37:22,528 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 4 days, 14:39:45, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6398, loss_cls: 2.7964, loss: 2.7964, grad_norm: 5.8539 2020-07-25 07:37:36,927 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 4 days, 14:36:07, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8444, loss: 2.8444, grad_norm: 5.8855 2020-07-25 07:37:50,069 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 4 days, 14:32:01, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8735, loss: 2.8735, grad_norm: 5.8514 2020-07-25 07:38:02,416 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 4 days, 14:27:32, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6375, loss_cls: 2.8163, loss: 2.8163, grad_norm: 5.7290 2020-07-25 07:38:16,797 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 4 days, 14:23:58, time: 0.721, data_time: 0.010, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.8876, loss: 2.8876, grad_norm: 5.7457 2020-07-25 07:38:30,276 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 4 days, 14:20:00, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6516, loss_cls: 2.7807, loss: 2.7807, grad_norm: 5.8752 2020-07-25 07:38:43,488 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 4 days, 14:16:00, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8750, loss: 2.8750, grad_norm: 5.8355 2020-07-25 07:38:56,708 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 4 days, 14:11:55, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6281, loss_cls: 2.8194, loss: 2.8194, grad_norm: 5.8158 2020-07-25 07:39:09,905 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 4 days, 14:07:55, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6492, loss_cls: 2.8316, loss: 2.8316, grad_norm: 5.7285 2020-07-25 07:39:22,895 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 4 days, 14:03:46, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6305, loss_cls: 2.8824, loss: 2.8824, grad_norm: 5.7777 2020-07-25 07:39:35,377 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 4 days, 13:59:29, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6102, loss_cls: 2.9179, loss: 2.9179, grad_norm: 5.7247 2020-07-25 07:39:49,169 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 4 days, 13:55:42, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 2.9604, loss: 2.9604, grad_norm: 5.8442 2020-07-25 07:40:02,382 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 4 days, 13:51:45, time: 0.664, data_time: 0.010, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6453, loss_cls: 2.7581, loss: 2.7581, grad_norm: 5.8237 2020-07-25 07:40:15,234 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 4 days, 13:47:36, time: 0.641, data_time: 0.001, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8821, loss: 2.8821, grad_norm: 5.8363 2020-07-25 07:40:28,168 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 4 days, 13:43:29, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8054, loss: 2.8054, grad_norm: 5.6835 2020-07-25 07:40:41,181 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 4 days, 13:39:29, time: 0.656, data_time: 0.010, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6398, loss_cls: 2.7865, loss: 2.7865, grad_norm: 5.6888 2020-07-25 07:40:55,037 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 4 days, 13:35:47, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.8682, loss: 2.8682, grad_norm: 5.7652 2020-07-25 07:41:07,433 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 4 days, 13:31:32, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7554, loss: 2.7554, grad_norm: 5.8369 2020-07-25 07:41:21,866 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 4 days, 13:28:06, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8052, loss: 2.8052, grad_norm: 5.8775 2020-07-25 07:41:35,331 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 4 days, 13:24:17, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6211, loss_cls: 2.8097, loss: 2.8097, grad_norm: 5.7341 2020-07-25 07:41:49,371 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 4 days, 13:20:44, time: 0.705, data_time: 0.009, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.7496, loss: 2.7496, grad_norm: 5.8655 2020-07-25 07:42:01,595 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 4 days, 13:16:25, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6195, loss_cls: 2.9398, loss: 2.9398, grad_norm: 5.9046 2020-07-25 07:42:14,020 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 4 days, 13:12:13, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6297, loss_cls: 2.7809, loss: 2.7809, grad_norm: 5.7188 2020-07-25 07:42:27,032 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 4 days, 13:08:12, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6289, loss_cls: 2.8240, loss: 2.8240, grad_norm: 5.7216 2020-07-25 07:42:40,447 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 4 days, 13:04:29, time: 0.679, data_time: 0.011, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6258, loss_cls: 2.8617, loss: 2.8617, grad_norm: 5.8143 2020-07-25 07:42:54,300 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 4 days, 13:00:52, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.8861, loss: 2.8861, grad_norm: 5.7195 2020-07-25 07:43:06,702 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 4 days, 12:56:42, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.7643, loss: 2.7643, grad_norm: 5.7050 2020-07-25 07:43:20,616 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 4 days, 12:53:08, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 2.9533, loss: 2.9533, grad_norm: 5.9767 2020-07-25 07:43:33,141 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 4 days, 12:49:03, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.6809, loss: 2.6809, grad_norm: 5.6821 2020-07-25 07:43:46,669 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 4 days, 12:45:20, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8537, loss: 2.8537, grad_norm: 5.9120 2020-07-25 07:43:59,511 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 4 days, 12:41:25, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8513, loss: 2.8513, grad_norm: 5.7351 2020-07-25 07:44:12,496 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 4 days, 12:37:30, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8297, loss: 2.8297, grad_norm: 5.7486 2020-07-25 07:44:25,925 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 4 days, 12:33:49, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8794, loss: 2.8794, grad_norm: 5.8225 2020-07-25 07:44:39,908 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 4 days, 12:30:20, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8355, loss: 2.8355, grad_norm: 5.6996 2020-07-25 07:44:53,177 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 4 days, 12:26:36, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6281, loss_cls: 2.8170, loss: 2.8170, grad_norm: 5.6482 2020-07-25 07:45:07,543 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 4 days, 12:23:17, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6273, loss_cls: 2.8629, loss: 2.8629, grad_norm: 5.8698 2020-07-25 07:45:19,944 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 4 days, 12:19:14, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8790, loss: 2.8790, grad_norm: 5.7644 2020-07-25 07:45:32,651 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 4 days, 12:15:15, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.7772, loss: 2.7772, grad_norm: 5.6989 2020-07-25 07:45:46,069 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 4 days, 12:11:39, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8247, loss: 2.8247, grad_norm: 5.8162 2020-07-25 07:45:59,071 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 4 days, 12:07:50, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6102, loss_cls: 2.8267, loss: 2.8267, grad_norm: 5.6452 2020-07-25 07:46:14,126 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 4 days, 12:04:52, time: 0.754, data_time: 0.004, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6133, loss_cls: 2.8279, loss: 2.8279, grad_norm: 5.8020 2020-07-25 07:46:25,141 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-25 07:46:46,507 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 4 days, 11:56:06, time: 0.983, data_time: 0.370, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6547, loss_cls: 2.7142, loss: 2.7142, grad_norm: 5.5783 2020-07-25 07:46:59,555 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 4 days, 11:52:23, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8424, loss: 2.8424, grad_norm: 5.7330 2020-07-25 07:47:13,023 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 4 days, 11:48:47, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7892, loss: 2.7892, grad_norm: 5.8917 2020-07-25 07:47:27,786 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 4 days, 11:45:45, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6336, loss_cls: 2.8181, loss: 2.8181, grad_norm: 5.7534 2020-07-25 07:47:40,855 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 4 days, 11:42:02, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.7362, loss: 2.7362, grad_norm: 5.6526 2020-07-25 07:47:54,274 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 4 days, 11:38:29, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.6991, loss: 2.6991, grad_norm: 5.7465 2020-07-25 07:48:07,664 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 4 days, 11:34:53, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6461, loss_cls: 2.7506, loss: 2.7506, grad_norm: 5.7738 2020-07-25 07:48:19,964 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 4 days, 11:30:55, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6500, loss_cls: 2.6967, loss: 2.6967, grad_norm: 5.8621 2020-07-25 07:48:33,693 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 4 days, 11:27:29, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.7001, loss: 2.7001, grad_norm: 5.7690 2020-07-25 07:48:45,868 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 4 days, 11:23:28, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6406, loss_cls: 2.8163, loss: 2.8163, grad_norm: 5.7166 2020-07-25 07:48:58,681 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 4 days, 11:19:42, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6375, loss_cls: 2.7835, loss: 2.7835, grad_norm: 5.7241 2020-07-25 07:49:11,263 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 4 days, 11:15:52, time: 0.632, data_time: 0.008, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6469, loss_cls: 2.7558, loss: 2.7558, grad_norm: 5.7985 2020-07-25 07:49:24,502 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 4 days, 11:12:17, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.7806, loss: 2.7806, grad_norm: 5.8401 2020-07-25 07:49:38,015 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 4 days, 11:08:49, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6320, loss_cls: 2.8125, loss: 2.8125, grad_norm: 5.8655 2020-07-25 07:49:51,816 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 4 days, 11:05:29, time: 0.690, data_time: 0.010, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6422, loss_cls: 2.7147, loss: 2.7147, grad_norm: 5.7714 2020-07-25 07:50:05,016 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 4 days, 11:01:56, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7205, loss: 2.7205, grad_norm: 5.8213 2020-07-25 07:50:18,151 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 4 days, 10:58:21, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6375, loss_cls: 2.7809, loss: 2.7809, grad_norm: 5.8350 2020-07-25 07:50:32,393 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 4 days, 10:55:10, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6430, loss_cls: 2.7351, loss: 2.7351, grad_norm: 5.7795 2020-07-25 07:50:45,198 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 4 days, 10:51:31, time: 0.646, data_time: 0.008, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7270, loss: 2.7270, grad_norm: 5.8321 2020-07-25 07:50:58,433 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 4 days, 10:47:57, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7512, loss: 2.7512, grad_norm: 5.6685 2020-07-25 07:51:12,037 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 4 days, 10:44:39, time: 0.687, data_time: 0.010, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.8392, loss: 2.8392, grad_norm: 5.8470 2020-07-25 07:51:24,810 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 4 days, 10:40:55, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6443, loss: 2.6443, grad_norm: 5.7616 2020-07-25 07:51:37,468 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 4 days, 10:37:15, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8469, loss: 2.8469, grad_norm: 5.7633 2020-07-25 07:51:51,630 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 4 days, 10:34:06, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.7145, loss: 2.7145, grad_norm: 5.7357 2020-07-25 07:52:04,107 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 4 days, 10:30:22, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6344, loss_cls: 2.7866, loss: 2.7866, grad_norm: 5.7831 2020-07-25 07:52:18,994 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 4 days, 10:27:30, time: 0.740, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6484, loss_cls: 2.7883, loss: 2.7883, grad_norm: 5.8215 2020-07-25 07:52:31,970 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 4 days, 10:23:58, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8891, loss: 2.8891, grad_norm: 5.9348 2020-07-25 07:52:44,719 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 4 days, 10:20:17, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6453, loss_cls: 2.7759, loss: 2.7759, grad_norm: 5.7387 2020-07-25 07:52:57,715 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 4 days, 10:16:48, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6320, loss_cls: 2.7709, loss: 2.7709, grad_norm: 5.9453 2020-07-25 07:53:10,868 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 4 days, 10:13:20, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6727, loss_cls: 2.6981, loss: 2.6981, grad_norm: 5.7849 2020-07-25 07:53:24,375 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 4 days, 10:10:01, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6453, loss_cls: 2.7445, loss: 2.7445, grad_norm: 5.8350 2020-07-25 07:53:37,198 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 4 days, 10:06:26, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7986, loss: 2.7986, grad_norm: 5.8408 2020-07-25 07:53:50,344 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 4 days, 10:02:58, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.7511, loss: 2.7511, grad_norm: 5.7794 2020-07-25 07:54:04,143 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 4 days, 9:59:50, time: 0.696, data_time: 0.010, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.7479, loss: 2.7479, grad_norm: 5.8650 2020-07-25 07:54:16,468 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 4 days, 9:56:04, time: 0.615, data_time: 0.003, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6422, loss_cls: 2.7441, loss: 2.7441, grad_norm: 5.7360 2020-07-25 07:54:30,269 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 4 days, 9:52:53, time: 0.686, data_time: 0.010, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.7274, loss: 2.7274, grad_norm: 5.5894 2020-07-25 07:54:43,324 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 4 days, 9:49:27, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6430, loss_cls: 2.7187, loss: 2.7187, grad_norm: 5.7083 2020-07-25 07:54:57,985 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 4 days, 9:46:38, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.8159, loss: 2.8159, grad_norm: 5.7183 2020-07-25 07:55:12,361 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 4 days, 9:43:43, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6211, loss: 2.6211, grad_norm: 5.5632 2020-07-25 07:55:26,218 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 4 days, 9:40:35, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6547, loss_cls: 2.7371, loss: 2.7371, grad_norm: 5.7856 2020-07-25 07:55:39,527 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 4 days, 9:37:17, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.6969, loss: 2.6969, grad_norm: 5.7331 2020-07-25 07:55:52,743 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 4 days, 9:33:54, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7586, loss: 2.7586, grad_norm: 5.7346 2020-07-25 07:56:05,300 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 4 days, 9:30:22, time: 0.635, data_time: 0.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.7009, loss: 2.7009, grad_norm: 5.6746 2020-07-25 07:56:18,343 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 4 days, 9:26:56, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8620, loss: 2.8620, grad_norm: 5.9746 2020-07-25 07:56:31,736 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 4 days, 9:23:43, time: 0.674, data_time: 0.010, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.6853, loss: 2.6853, grad_norm: 5.8251 2020-07-25 07:56:44,970 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 4 days, 9:20:24, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6203, loss_cls: 2.8214, loss: 2.8214, grad_norm: 5.9085 2020-07-25 07:56:58,334 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 4 days, 9:17:09, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6562, loss_cls: 2.7656, loss: 2.7656, grad_norm: 5.8436 2020-07-25 07:57:10,963 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 4 days, 9:13:35, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7566, loss: 2.7566, grad_norm: 5.6938 2020-07-25 07:57:24,895 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 4 days, 9:10:36, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.6763, loss: 2.6763, grad_norm: 5.6225 2020-07-25 07:57:37,864 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 4 days, 9:07:14, time: 0.650, data_time: 0.011, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6609, loss_cls: 2.6951, loss: 2.6951, grad_norm: 5.7210 2020-07-25 07:57:51,682 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 4 days, 9:04:10, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.7921, loss: 2.7921, grad_norm: 5.8767 2020-07-25 07:58:05,290 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 4 days, 9:01:04, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8999, loss: 2.8999, grad_norm: 5.9132 2020-07-25 07:58:19,087 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 4 days, 8:58:02, time: 0.692, data_time: 0.004, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6633, loss_cls: 2.6858, loss: 2.6858, grad_norm: 5.6520 2020-07-25 07:58:32,221 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 4 days, 8:54:43, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6422, loss_cls: 2.7022, loss: 2.7022, grad_norm: 5.6081 2020-07-25 07:58:45,585 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 4 days, 8:51:33, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7501, loss: 2.7501, grad_norm: 5.7563 2020-07-25 07:58:59,219 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 4 days, 8:48:25, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6211, loss_cls: 2.8105, loss: 2.8105, grad_norm: 5.9220 2020-07-25 07:59:11,863 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 4 days, 8:45:02, time: 0.639, data_time: 0.009, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6438, loss_cls: 2.7781, loss: 2.7781, grad_norm: 5.8876 2020-07-25 07:59:24,675 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 4 days, 8:41:38, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.6673, loss: 2.6673, grad_norm: 5.7025 2020-07-25 07:59:37,352 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 4 days, 8:38:14, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7730, loss: 2.7730, grad_norm: 5.7239 2020-07-25 07:59:49,932 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 4 days, 8:34:47, time: 0.628, data_time: 0.010, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6648, loss_cls: 2.6058, loss: 2.6058, grad_norm: 5.6538 2020-07-25 08:00:06,248 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 4 days, 8:32:43, time: 0.814, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6492, loss_cls: 2.7137, loss: 2.7137, grad_norm: 5.7146 2020-07-25 08:00:18,347 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 4 days, 8:29:07, time: 0.607, data_time: 0.008, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6234, loss_cls: 2.8133, loss: 2.8133, grad_norm: 5.6862 2020-07-25 08:00:33,903 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 4 days, 8:26:35, time: 0.748, data_time: 0.010, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6134, loss: 2.6134, grad_norm: 5.6557 2020-07-25 08:00:47,921 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 4 days, 8:23:56, time: 0.733, data_time: 0.040, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6492, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.6567 2020-07-25 08:01:01,006 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 4 days, 8:20:41, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6477, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.7617 2020-07-25 08:01:13,651 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 4 days, 8:17:20, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6625, loss_cls: 2.6824, loss: 2.6824, grad_norm: 5.8528 2020-07-25 08:01:28,226 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 4 days, 8:14:40, time: 0.729, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6711, loss_cls: 2.6832, loss: 2.6832, grad_norm: 5.6176 2020-07-25 08:01:40,997 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 4 days, 8:11:21, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6586, loss_cls: 2.6916, loss: 2.6916, grad_norm: 5.5845 2020-07-25 08:01:53,674 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 4 days, 8:07:58, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6328, loss_cls: 2.7917, loss: 2.7917, grad_norm: 5.9144 2020-07-25 08:02:08,315 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 4 days, 8:05:24, time: 0.738, data_time: 0.008, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.7385, loss: 2.7385, grad_norm: 5.6527 2020-07-25 08:02:21,094 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 4 days, 8:02:06, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6633, loss_cls: 2.6461, loss: 2.6461, grad_norm: 5.6495 2020-07-25 08:02:34,866 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 4 days, 7:59:11, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.7916, loss: 2.7916, grad_norm: 5.6808 2020-07-25 08:02:47,567 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 4 days, 7:55:52, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6625, loss_cls: 2.6770, loss: 2.6770, grad_norm: 5.7288 2020-07-25 08:03:00,434 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 4 days, 7:52:38, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.7151, loss: 2.7151, grad_norm: 5.7397 2020-07-25 08:03:14,245 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 4 days, 7:49:46, time: 0.693, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.6854, loss: 2.6854, grad_norm: 5.7001 2020-07-25 08:03:26,591 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 4 days, 7:46:20, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.7549, loss: 2.7549, grad_norm: 5.7179 2020-07-25 08:03:39,286 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 4 days, 7:43:03, time: 0.634, data_time: 0.010, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.7972, loss: 2.7972, grad_norm: 5.8914 2020-07-25 08:03:52,538 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 4 days, 7:40:01, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6531, loss_cls: 2.7528, loss: 2.7528, grad_norm: 5.6429 2020-07-25 08:04:05,160 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 4 days, 7:36:41, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6562, loss_cls: 2.6533, loss: 2.6533, grad_norm: 5.6889 2020-07-25 08:04:18,069 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 4 days, 7:33:32, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6773, loss_cls: 2.6057, loss: 2.6057, grad_norm: 5.7194 2020-07-25 08:04:32,277 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 4 days, 7:30:48, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.6940, loss: 2.6940, grad_norm: 5.9012 2020-07-25 08:04:45,878 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 4 days, 7:27:55, time: 0.685, data_time: 0.010, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6539, loss_cls: 2.7086, loss: 2.7086, grad_norm: 5.8444 2020-07-25 08:04:59,051 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 4 days, 7:24:51, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6391, loss_cls: 2.7583, loss: 2.7583, grad_norm: 5.6785 2020-07-25 08:05:12,235 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 4 days, 7:21:49, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.6947, loss: 2.6947, grad_norm: 5.6242 2020-07-25 08:05:25,850 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 4 days, 7:18:53, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6156, loss_cls: 2.8308, loss: 2.8308, grad_norm: 5.7985 2020-07-25 08:05:38,580 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 4 days, 7:15:42, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6562, loss_cls: 2.7400, loss: 2.7400, grad_norm: 5.8437 2020-07-25 08:05:52,429 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 4 days, 7:12:54, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6586, loss_cls: 2.6419, loss: 2.6419, grad_norm: 5.8085 2020-07-25 08:06:05,555 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 4 days, 7:09:53, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7667, loss: 2.7667, grad_norm: 5.7913 2020-07-25 08:06:19,356 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 4 days, 7:07:03, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6469, loss_cls: 2.7509, loss: 2.7509, grad_norm: 5.7971 2020-07-25 08:06:32,108 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 4 days, 7:03:55, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6242, loss_cls: 2.8514, loss: 2.8514, grad_norm: 5.6992 2020-07-25 08:06:45,294 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 4 days, 7:00:53, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6422, loss_cls: 2.7230, loss: 2.7230, grad_norm: 5.6732 2020-07-25 08:06:58,834 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 4 days, 6:58:03, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6672, loss_cls: 2.6268, loss: 2.6268, grad_norm: 5.7328 2020-07-25 08:07:11,477 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 4 days, 6:54:50, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7284, loss: 2.7284, grad_norm: 5.6073 2020-07-25 08:07:24,225 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 4 days, 6:51:43, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.8452, loss: 2.8452, grad_norm: 5.9301 2020-07-25 08:07:37,846 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 4 days, 6:48:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6572, loss: 2.6572, grad_norm: 5.6222 2020-07-25 08:07:51,362 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 4 days, 6:46:02, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6547, loss_cls: 2.7702, loss: 2.7702, grad_norm: 5.8791 2020-07-25 08:08:04,939 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 4 days, 6:43:12, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.7040, loss: 2.7040, grad_norm: 5.7276 2020-07-25 08:08:17,996 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 4 days, 6:40:10, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6586, loss_cls: 2.7104, loss: 2.7104, grad_norm: 5.7081 2020-07-25 08:08:31,884 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 4 days, 6:37:29, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6531, loss_cls: 2.7327, loss: 2.7327, grad_norm: 5.7563 2020-07-25 08:08:45,416 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 4 days, 6:34:40, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6508, loss_cls: 2.6957, loss: 2.6957, grad_norm: 5.6346 2020-07-25 08:08:57,941 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 4 days, 6:31:30, time: 0.629, data_time: 0.010, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8324, loss: 2.8324, grad_norm: 5.8989 2020-07-25 08:09:11,501 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 4 days, 6:28:41, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6391, loss_cls: 2.7873, loss: 2.7873, grad_norm: 5.7415 2020-07-25 08:09:24,331 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 4 days, 6:25:39, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6469, loss_cls: 2.7573, loss: 2.7573, grad_norm: 5.6043 2020-07-25 08:09:37,621 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 4 days, 6:22:44, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6195, loss_cls: 2.8592, loss: 2.8592, grad_norm: 5.6647 2020-07-25 08:09:51,643 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 4 days, 6:20:09, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.7696, loss: 2.7696, grad_norm: 5.5233 2020-07-25 08:10:04,728 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 4 days, 6:17:12, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6764, loss: 2.6764, grad_norm: 5.5889 2020-07-25 08:10:17,112 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 4 days, 6:14:01, time: 0.619, data_time: 0.001, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.6950, loss: 2.6950, grad_norm: 5.6457 2020-07-25 08:10:30,394 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 4 days, 6:11:08, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6117, loss_cls: 2.8583, loss: 2.8583, grad_norm: 5.8496 2020-07-25 08:10:45,389 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 4 days, 6:08:54, time: 0.753, data_time: 0.008, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6609, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.6125 2020-07-25 08:10:58,781 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 4 days, 6:06:04, time: 0.667, data_time: 0.009, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6492, loss_cls: 2.7596, loss: 2.7596, grad_norm: 5.7487 2020-07-25 08:11:12,746 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 4 days, 6:03:29, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6633, loss_cls: 2.7319, loss: 2.7319, grad_norm: 5.7543 2020-07-25 08:11:26,638 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 4 days, 6:00:49, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.7325, loss: 2.7325, grad_norm: 5.7400 2020-07-25 08:11:39,294 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 4 days, 5:57:48, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7301, loss: 2.7301, grad_norm: 5.7440 2020-07-25 08:11:52,173 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 4 days, 5:54:49, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6594, loss_cls: 2.6588, loss: 2.6588, grad_norm: 5.6752 2020-07-25 08:12:04,754 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 4 days, 5:51:46, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.6660, loss: 2.6660, grad_norm: 5.6387 2020-07-25 08:12:20,849 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 4 days, 5:49:54, time: 0.803, data_time: 0.009, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.6501, loss: 2.6501, grad_norm: 5.6783 2020-07-25 08:12:33,936 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 4 days, 5:47:03, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6180, loss_cls: 2.8908, loss: 2.8908, grad_norm: 5.8797 2020-07-25 08:12:46,619 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 4 days, 5:44:03, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6422, loss_cls: 2.7413, loss: 2.7413, grad_norm: 5.7337 2020-07-25 08:12:59,856 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 4 days, 5:41:14, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6305, loss_cls: 2.7515, loss: 2.7515, grad_norm: 5.6574 2020-07-25 08:13:13,047 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 4 days, 5:38:22, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6828, loss: 2.6828, grad_norm: 5.6921 2020-07-25 08:13:26,684 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 4 days, 5:35:45, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6430, loss_cls: 2.7249, loss: 2.7249, grad_norm: 5.8129 2020-07-25 08:13:39,582 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 4 days, 5:32:47, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.6887, loss: 2.6887, grad_norm: 5.6148 2020-07-25 08:13:52,435 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 4 days, 5:29:55, time: 0.650, data_time: 0.010, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6500, loss_cls: 2.6829, loss: 2.6829, grad_norm: 5.6927 2020-07-25 08:14:05,190 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 4 days, 5:26:56, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 2.7093, loss: 2.7093, grad_norm: 5.7337 2020-07-25 08:14:18,855 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 4 days, 5:24:20, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6937, loss: 2.6937, grad_norm: 5.7243 2020-07-25 08:14:31,889 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 4 days, 5:21:29, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7621, loss: 2.7621, grad_norm: 5.8484 2020-07-25 08:14:44,298 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 4 days, 5:18:27, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7703, loss: 2.7703, grad_norm: 5.7690 2020-07-25 08:14:58,486 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 4 days, 5:15:59, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6656, loss_cls: 2.6570, loss: 2.6570, grad_norm: 5.7533 2020-07-25 08:15:10,907 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 4 days, 5:12:59, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6484, loss_cls: 2.7552, loss: 2.7552, grad_norm: 5.8442 2020-07-25 08:15:24,330 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 4 days, 5:10:18, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6586, loss_cls: 2.6995, loss: 2.6995, grad_norm: 5.7606 2020-07-25 08:15:37,227 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 4 days, 5:07:24, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6453, loss_cls: 2.6953, loss: 2.6953, grad_norm: 5.3959 2020-07-25 08:15:49,862 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 4 days, 5:04:29, time: 0.635, data_time: 0.011, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6530, loss: 2.6530, grad_norm: 5.6241 2020-07-25 08:16:03,630 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 4 days, 5:01:54, time: 0.684, data_time: 0.009, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6352, loss_cls: 2.7598, loss: 2.7598, grad_norm: 5.8021 2020-07-25 08:16:17,033 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 4 days, 4:59:17, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6398, loss_cls: 2.6974, loss: 2.6974, grad_norm: 5.6460 2020-07-25 08:16:29,972 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 4 days, 4:56:25, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.7686, loss: 2.7686, grad_norm: 5.8177 2020-07-25 08:16:44,414 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 4 days, 4:54:08, time: 0.726, data_time: 0.008, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6547, loss_cls: 2.7394, loss: 2.7394, grad_norm: 5.9326 2020-07-25 08:16:56,858 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 4 days, 4:51:09, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6756, loss: 2.6756, grad_norm: 5.6564 2020-07-25 08:17:09,882 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 4 days, 4:48:23, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6586, loss_cls: 2.7446, loss: 2.7446, grad_norm: 5.9105 2020-07-25 08:17:24,469 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 4 days, 4:46:07, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6266, loss_cls: 2.8117, loss: 2.8117, grad_norm: 5.8253 2020-07-25 08:17:37,065 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 4 days, 4:43:14, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6594, loss_cls: 2.6662, loss: 2.6662, grad_norm: 5.6138 2020-07-25 08:17:49,879 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 4 days, 4:40:25, time: 0.643, data_time: 0.010, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.6389, loss: 2.6389, grad_norm: 5.6869 2020-07-25 08:18:04,027 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 4 days, 4:38:02, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7085, loss: 2.7085, grad_norm: 5.8528 2020-07-25 08:18:16,707 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 4 days, 4:35:11, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6672, loss_cls: 2.6932, loss: 2.6932, grad_norm: 5.7627 2020-07-25 08:18:30,143 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 4 days, 4:32:34, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6156, loss_cls: 2.8012, loss: 2.8012, grad_norm: 5.6870 2020-07-25 08:18:44,431 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 4 days, 4:30:16, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6531, loss_cls: 2.7234, loss: 2.7234, grad_norm: 5.8206 2020-07-25 08:18:56,927 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 4 days, 4:27:20, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.7404, loss: 2.7404, grad_norm: 5.8350 2020-07-25 08:19:11,076 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 4 days, 4:25:01, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.6891, loss: 2.6891, grad_norm: 5.8422 2020-07-25 08:19:24,645 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 4 days, 4:22:27, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6336, loss_cls: 2.7908, loss: 2.7908, grad_norm: 5.7015 2020-07-25 08:19:37,036 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 4 days, 4:19:33, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6391, loss_cls: 2.8634, loss: 2.8634, grad_norm: 5.7138 2020-07-25 08:19:50,039 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 4 days, 4:16:48, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.7037, loss: 2.7037, grad_norm: 5.5927 2020-07-25 08:20:03,017 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 4 days, 4:14:07, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.6436, loss: 2.6436, grad_norm: 5.6388 2020-07-25 08:20:16,289 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 4 days, 4:11:30, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6391, loss_cls: 2.6715, loss: 2.6715, grad_norm: 5.6182 2020-07-25 08:20:28,898 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 4 days, 4:08:40, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.6876, loss: 2.6876, grad_norm: 5.5446 2020-07-25 08:20:41,720 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 4 days, 4:05:56, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.6898, loss: 2.6898, grad_norm: 5.6636 2020-07-25 08:20:56,275 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 4 days, 4:03:44, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6453, loss_cls: 2.6875, loss: 2.6875, grad_norm: 5.8654 2020-07-25 08:21:08,724 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 4 days, 4:00:53, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6453, loss_cls: 2.7334, loss: 2.7334, grad_norm: 5.8201 2020-07-25 08:21:22,464 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 4 days, 3:58:25, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6273, loss_cls: 2.7321, loss: 2.7321, grad_norm: 5.6855 2020-07-25 08:21:34,935 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 4 days, 3:55:36, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.6931, loss: 2.6931, grad_norm: 5.6830 2020-07-25 08:21:48,198 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 4 days, 3:53:01, time: 0.663, data_time: 0.002, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.7928, loss: 2.7928, grad_norm: 5.5975 2020-07-25 08:22:01,601 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 4 days, 3:50:28, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6582, loss: 2.6582, grad_norm: 5.5577 2020-07-25 08:22:15,271 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 4 days, 3:48:03, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6445, loss_cls: 2.8255, loss: 2.8255, grad_norm: 5.8123 2020-07-25 08:22:29,677 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 4 days, 3:45:50, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6320, loss_cls: 2.7370, loss: 2.7370, grad_norm: 5.5967 2020-07-25 08:22:41,956 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 4 days, 3:42:58, time: 0.616, data_time: 0.009, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6695, loss_cls: 2.6902, loss: 2.6902, grad_norm: 5.6490 2020-07-25 08:22:54,626 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 4 days, 3:40:13, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7064, loss: 2.7064, grad_norm: 5.5268 2020-07-25 08:23:07,551 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 4 days, 3:37:34, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6406, loss_cls: 2.7385, loss: 2.7385, grad_norm: 5.6862 2020-07-25 08:23:22,510 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 4 days, 3:35:33, time: 0.745, data_time: 0.003, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.7209, loss: 2.7209, grad_norm: 5.5586 2020-07-25 08:23:36,365 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 4 days, 3:33:14, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6578, loss_cls: 2.6837, loss: 2.6837, grad_norm: 5.6548 2020-07-25 08:23:50,565 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 4 days, 3:31:00, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6453, loss_cls: 2.7429, loss: 2.7429, grad_norm: 5.8863 2020-07-25 08:24:03,497 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 4 days, 3:28:19, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7542, loss: 2.7542, grad_norm: 5.8132 2020-07-25 08:24:17,272 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 4 days, 3:25:58, time: 0.691, data_time: 0.009, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6281, loss_cls: 2.8180, loss: 2.8180, grad_norm: 5.7634 2020-07-25 08:24:29,570 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 4 days, 3:23:09, time: 0.617, data_time: 0.010, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7553, loss: 2.7553, grad_norm: 5.6368 2020-07-25 08:24:43,926 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 4 days, 3:21:00, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.6461, loss: 2.6461, grad_norm: 5.6595 2020-07-25 08:24:57,518 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 4 days, 3:18:35, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6719, loss_cls: 2.6790, loss: 2.6790, grad_norm: 5.7510 2020-07-25 08:25:11,112 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 4 days, 3:16:12, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7554, loss: 2.7554, grad_norm: 5.7297 2020-07-25 08:25:23,709 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 4 days, 3:13:29, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7377, loss: 2.7377, grad_norm: 5.7199 2020-07-25 08:25:37,518 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 4 days, 3:11:09, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6703, loss_cls: 2.6623, loss: 2.6623, grad_norm: 5.7351 2020-07-25 08:25:51,067 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 4 days, 3:08:45, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6500, loss_cls: 2.6988, loss: 2.6988, grad_norm: 5.8518 2020-07-25 08:26:03,839 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 4 days, 3:06:07, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.6646, loss: 2.6646, grad_norm: 5.6863 2020-07-25 08:26:16,870 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 4 days, 3:03:32, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6800, loss: 2.6800, grad_norm: 5.5915 2020-07-25 08:26:30,128 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 4 days, 3:01:04, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6383, loss_cls: 2.7630, loss: 2.7630, grad_norm: 5.6400 2020-07-25 08:26:43,339 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 4 days, 2:58:35, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.6494, loss: 2.6494, grad_norm: 5.5159 2020-07-25 08:26:56,154 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 4 days, 2:55:58, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6633, loss_cls: 2.7104, loss: 2.7104, grad_norm: 5.7759 2020-07-25 08:27:09,429 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 4 days, 2:53:31, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8126, loss: 2.8126, grad_norm: 5.8847 2020-07-25 08:27:23,652 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 4 days, 2:51:22, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6633, loss_cls: 2.6863, loss: 2.6863, grad_norm: 5.7123 2020-07-25 08:27:36,977 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 4 days, 2:48:57, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6703, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.5568 2020-07-25 08:27:49,707 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 4 days, 2:46:17, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7566, loss: 2.7566, grad_norm: 5.6770 2020-07-25 08:28:03,494 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 4 days, 2:44:03, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.7769, loss: 2.7769, grad_norm: 5.6186 2020-07-25 08:28:15,798 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-25 08:28:42,666 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 4 days, 2:39:40, time: 1.247, data_time: 0.644, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6501, loss: 2.6501, grad_norm: 5.6306 2020-07-25 08:28:55,001 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 4 days, 2:36:56, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6555, loss_cls: 2.7004, loss: 2.7004, grad_norm: 5.7297 2020-07-25 08:29:08,879 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 4 days, 2:34:42, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6555, loss_cls: 2.7179, loss: 2.7179, grad_norm: 5.5631 2020-07-25 08:29:20,995 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 4 days, 2:31:56, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.6105, loss: 2.6105, grad_norm: 5.6275 2020-07-25 08:29:34,414 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 4 days, 2:29:33, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7147, loss: 2.7147, grad_norm: 5.6867 2020-07-25 08:29:47,107 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 4 days, 2:26:58, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6508, loss_cls: 2.7178, loss: 2.7178, grad_norm: 5.7445 2020-07-25 08:30:00,648 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 4 days, 2:24:39, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6609, loss_cls: 2.6803, loss: 2.6803, grad_norm: 5.7726 2020-07-25 08:30:13,955 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 4 days, 2:22:14, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6578, loss_cls: 2.7143, loss: 2.7143, grad_norm: 5.6960 2020-07-25 08:30:27,234 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 4 days, 2:19:53, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6933, loss: 2.6933, grad_norm: 5.6271 2020-07-25 08:30:40,639 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 4 days, 2:17:29, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6836, loss_cls: 2.5371, loss: 2.5371, grad_norm: 5.5551 2020-07-25 08:30:53,887 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 4 days, 2:15:08, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6727, loss_cls: 2.6141, loss: 2.6141, grad_norm: 5.6482 2020-07-25 08:31:06,553 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 4 days, 2:12:33, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6943, loss: 2.6943, grad_norm: 5.8226 2020-07-25 08:31:20,281 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 4 days, 2:10:20, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6578, loss_cls: 2.7206, loss: 2.7206, grad_norm: 5.7974 2020-07-25 08:31:33,059 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 4 days, 2:07:47, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.6814, loss: 2.6814, grad_norm: 5.5626 2020-07-25 08:31:46,772 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 4 days, 2:05:35, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6453, loss_cls: 2.7089, loss: 2.7089, grad_norm: 5.7310 2020-07-25 08:32:00,173 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 4 days, 2:03:14, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7310, loss: 2.7310, grad_norm: 5.5715 2020-07-25 08:32:12,876 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 4 days, 2:00:43, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5789, loss: 2.5789, grad_norm: 5.5036 2020-07-25 08:32:26,634 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 4 days, 1:58:30, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6695, loss_cls: 2.6424, loss: 2.6424, grad_norm: 5.7532 2020-07-25 08:32:39,359 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 4 days, 1:56:00, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.5574, loss: 2.5574, grad_norm: 5.7328 2020-07-25 08:32:52,792 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 4 days, 1:53:40, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6789, loss_cls: 2.5881, loss: 2.5881, grad_norm: 5.8079 2020-07-25 08:33:05,619 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 4 days, 1:51:14, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6648, loss_cls: 2.6436, loss: 2.6436, grad_norm: 5.7744 2020-07-25 08:33:18,385 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 4 days, 1:48:43, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6664, loss_cls: 2.6385, loss: 2.6385, grad_norm: 5.6303 2020-07-25 08:33:31,189 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 4 days, 1:46:15, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6430, loss_cls: 2.7079, loss: 2.7079, grad_norm: 5.8479 2020-07-25 08:33:44,171 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 4 days, 1:43:48, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.7118, loss: 2.7118, grad_norm: 5.7734 2020-07-25 08:33:56,984 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 4 days, 1:41:23, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.6411 2020-07-25 08:34:11,295 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 4 days, 1:39:23, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.7559, loss: 2.7559, grad_norm: 5.6760 2020-07-25 08:34:24,703 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 4 days, 1:37:06, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6695, loss_cls: 2.6497, loss: 2.6497, grad_norm: 5.5455 2020-07-25 08:34:37,937 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 4 days, 1:34:47, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6664, loss_cls: 2.7050, loss: 2.7050, grad_norm: 5.7915 2020-07-25 08:34:51,460 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 4 days, 1:32:34, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7023, loss_cls: 2.4711, loss: 2.4711, grad_norm: 5.6422 2020-07-25 08:35:06,474 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 4 days, 1:30:47, time: 0.748, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.6596, loss: 2.6596, grad_norm: 5.7060 2020-07-25 08:35:19,421 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 4 days, 1:28:23, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6453, loss_cls: 2.6960, loss: 2.6960, grad_norm: 5.6570 2020-07-25 08:35:32,400 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 4 days, 1:26:00, time: 0.649, data_time: 0.010, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6609, loss_cls: 2.7181, loss: 2.7181, grad_norm: 5.5792 2020-07-25 08:35:44,910 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 4 days, 1:23:30, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6680, loss_cls: 2.6747, loss: 2.6747, grad_norm: 5.6651 2020-07-25 08:35:58,357 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 4 days, 1:21:16, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6570, loss_cls: 2.7046, loss: 2.7046, grad_norm: 5.7572 2020-07-25 08:36:12,695 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 4 days, 1:19:19, time: 0.718, data_time: 0.003, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6789, loss_cls: 2.5878, loss: 2.5878, grad_norm: 5.6370 2020-07-25 08:36:25,338 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 4 days, 1:16:48, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6766, loss_cls: 2.5679, loss: 2.5679, grad_norm: 5.5243 2020-07-25 08:36:38,424 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 4 days, 1:14:30, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.7325, loss: 2.7325, grad_norm: 5.7088 2020-07-25 08:36:51,548 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 4 days, 1:12:10, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6351, loss: 2.6351, grad_norm: 5.6809 2020-07-25 08:37:03,999 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 4 days, 1:09:42, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.6124, loss: 2.6124, grad_norm: 5.7251 2020-07-25 08:37:17,365 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 4 days, 1:07:25, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6734, loss_cls: 2.6567, loss: 2.6567, grad_norm: 5.6939 2020-07-25 08:37:30,634 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 4 days, 1:05:11, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6821, loss: 2.6821, grad_norm: 5.6596 2020-07-25 08:37:43,565 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 4 days, 1:02:49, time: 0.643, data_time: 0.009, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6373, loss: 2.6373, grad_norm: 5.5698 2020-07-25 08:37:57,597 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 4 days, 1:00:50, time: 0.706, data_time: 0.009, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6664, loss_cls: 2.5889, loss: 2.5889, grad_norm: 5.5385 2020-07-25 08:38:11,377 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 4 days, 0:58:43, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.6656, loss: 2.6656, grad_norm: 5.6978 2020-07-25 08:38:24,986 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 4 days, 0:56:37, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6617, loss_cls: 2.6473, loss: 2.6473, grad_norm: 5.8010 2020-07-25 08:38:37,868 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 4 days, 0:54:14, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6531, loss_cls: 2.7209, loss: 2.7209, grad_norm: 5.7753 2020-07-25 08:38:50,445 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 4 days, 0:51:49, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.7168, loss: 2.7168, grad_norm: 5.7817 2020-07-25 08:39:04,140 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 4 days, 0:49:43, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6766, loss_cls: 2.6233, loss: 2.6233, grad_norm: 5.7095 2020-07-25 08:39:17,327 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 4 days, 0:47:28, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5762, loss: 2.5762, grad_norm: 5.5873 2020-07-25 08:39:31,277 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 4 days, 0:45:27, time: 0.697, data_time: 0.003, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6641, loss_cls: 2.6258, loss: 2.6258, grad_norm: 5.6312 2020-07-25 08:39:43,825 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 4 days, 0:43:02, time: 0.629, data_time: 0.004, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6398, loss_cls: 2.7132, loss: 2.7132, grad_norm: 5.8272 2020-07-25 08:39:56,667 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 4 days, 0:40:40, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5818, loss: 2.5818, grad_norm: 5.6701 2020-07-25 08:40:10,296 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 4 days, 0:38:35, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6617, loss_cls: 2.6588, loss: 2.6588, grad_norm: 5.7604 2020-07-25 08:40:23,681 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 4 days, 0:36:24, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.7236, loss: 2.7236, grad_norm: 5.6879 2020-07-25 08:40:36,011 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 4 days, 0:33:56, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.5830, loss: 2.5830, grad_norm: 5.6134 2020-07-25 08:40:50,176 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 4 days, 0:31:59, time: 0.705, data_time: 0.009, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6609, loss_cls: 2.6001, loss: 2.6001, grad_norm: 5.6409 2020-07-25 08:41:02,849 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 4 days, 0:29:39, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6196, loss: 2.6196, grad_norm: 5.4746 2020-07-25 08:41:15,384 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 4 days, 0:27:13, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6622, loss: 2.6622, grad_norm: 5.5532 2020-07-25 08:41:28,200 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 4 days, 0:24:56, time: 0.645, data_time: 0.010, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.7016, loss: 2.7016, grad_norm: 5.5817 2020-07-25 08:41:41,370 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 4 days, 0:22:43, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.6590, loss: 2.6590, grad_norm: 5.7242 2020-07-25 08:41:55,791 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 4 days, 0:20:53, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.5041, loss: 2.5041, grad_norm: 5.4333 2020-07-25 08:42:09,324 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 4 days, 0:18:46, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.6029, loss: 2.6029, grad_norm: 5.5619 2020-07-25 08:42:21,809 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 4 days, 0:16:24, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6859, loss: 2.6859, grad_norm: 5.6290 2020-07-25 08:42:35,948 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 4 days, 0:14:29, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6414, loss_cls: 2.7010, loss: 2.7010, grad_norm: 5.6346 2020-07-25 08:42:48,685 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 4 days, 0:12:10, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6547, loss_cls: 2.6965, loss: 2.6965, grad_norm: 5.7448 2020-07-25 08:43:01,794 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 4 days, 0:09:59, time: 0.659, data_time: 0.010, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6126, loss: 2.6126, grad_norm: 5.5810 2020-07-25 08:43:15,736 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 4 days, 0:08:00, time: 0.691, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6547, loss_cls: 2.6749, loss: 2.6749, grad_norm: 5.6889 2020-07-25 08:43:30,281 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 4 days, 0:06:15, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6734, loss_cls: 2.6147, loss: 2.6147, grad_norm: 5.7449 2020-07-25 08:43:42,527 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 4 days, 0:03:47, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8292, loss: 2.8292, grad_norm: 5.7472 2020-07-25 08:43:55,712 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 4 days, 0:01:39, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6516, loss_cls: 2.7008, loss: 2.7008, grad_norm: 5.7400 2020-07-25 08:44:09,144 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 3 days, 23:59:32, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7309, loss: 2.7309, grad_norm: 5.6935 2020-07-25 08:44:21,627 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 3 days, 23:57:11, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.5735, loss: 2.5735, grad_norm: 5.5882 2020-07-25 08:44:34,950 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 3 days, 23:55:05, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6555, loss_cls: 2.7113, loss: 2.7113, grad_norm: 5.6867 2020-07-25 08:44:48,167 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 3 days, 23:52:56, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.6774, loss: 2.6774, grad_norm: 5.6280 2020-07-25 08:45:01,689 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 3 days, 23:50:54, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6703, loss_cls: 2.6570, loss: 2.6570, grad_norm: 5.6800 2020-07-25 08:45:15,722 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 3 days, 23:49:00, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6244, loss: 2.6244, grad_norm: 5.5904 2020-07-25 08:45:29,864 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 3 days, 23:47:06, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6687, loss_cls: 2.6275, loss: 2.6275, grad_norm: 5.7170 2020-07-25 08:45:42,728 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 3 days, 23:44:55, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6523, loss_cls: 2.7293, loss: 2.7293, grad_norm: 5.7213 2020-07-25 08:45:57,609 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 3 days, 23:43:16, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6539, loss: 2.6539, grad_norm: 5.6476 2020-07-25 08:46:10,569 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 3 days, 23:41:05, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6805, loss_cls: 2.6164, loss: 2.6164, grad_norm: 5.6250 2020-07-25 08:46:23,228 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 3 days, 23:38:46, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6695, loss_cls: 2.6980, loss: 2.6980, grad_norm: 5.7200 2020-07-25 08:46:36,436 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 3 days, 23:36:42, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.6436, loss: 2.6436, grad_norm: 5.6350 2020-07-25 08:46:50,191 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 3 days, 23:34:44, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6570, loss_cls: 2.6465, loss: 2.6465, grad_norm: 5.6875 2020-07-25 08:47:04,118 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 3 days, 23:32:51, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6838, loss: 2.6838, grad_norm: 5.6827 2020-07-25 08:47:16,661 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 3 days, 23:30:32, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.6078, loss: 2.6078, grad_norm: 5.4359 2020-07-25 08:47:29,475 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 3 days, 23:28:20, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.5285 2020-07-25 08:47:44,135 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 3 days, 23:26:40, time: 0.735, data_time: 0.011, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6891, loss_cls: 2.4860, loss: 2.4860, grad_norm: 5.4234 2020-07-25 08:47:57,486 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 3 days, 23:24:36, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6531, loss_cls: 2.7366, loss: 2.7366, grad_norm: 5.9328 2020-07-25 08:48:09,644 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 3 days, 23:22:12, time: 0.609, data_time: 0.008, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6445, loss_cls: 2.7094, loss: 2.7094, grad_norm: 5.7396 2020-07-25 08:48:22,599 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 3 days, 23:20:03, time: 0.648, data_time: 0.010, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.6439, loss: 2.6439, grad_norm: 5.6940 2020-07-25 08:48:35,820 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 3 days, 23:17:58, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6459, loss: 2.6459, grad_norm: 5.6389 2020-07-25 08:48:49,289 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 3 days, 23:15:59, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6492, loss_cls: 2.6613, loss: 2.6613, grad_norm: 5.5594 2020-07-25 08:49:01,801 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 3 days, 23:13:42, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.5339 2020-07-25 08:49:15,101 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 3 days, 23:11:40, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6594, loss_cls: 2.6939, loss: 2.6939, grad_norm: 5.7112 2020-07-25 08:49:27,734 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 3 days, 23:09:25, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6773, loss_cls: 2.5732, loss: 2.5732, grad_norm: 5.6826 2020-07-25 08:49:41,685 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 3 days, 23:07:35, time: 0.703, data_time: 0.010, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.5178, loss: 2.5178, grad_norm: 5.6739 2020-07-25 08:49:54,587 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 3 days, 23:05:25, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6820, loss_cls: 2.6041, loss: 2.6041, grad_norm: 5.8767 2020-07-25 08:50:08,346 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 3 days, 23:03:33, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6883, loss_cls: 2.5236, loss: 2.5236, grad_norm: 5.5682 2020-07-25 08:50:20,924 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 3 days, 23:01:17, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.5494 2020-07-25 08:50:33,595 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 3 days, 22:59:07, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.6499, loss: 2.6499, grad_norm: 5.7780 2020-07-25 08:50:47,269 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 3 days, 22:57:11, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.6414, loss: 2.6414, grad_norm: 5.5855 2020-07-25 08:50:59,825 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 3 days, 22:54:58, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6281, loss: 2.6281, grad_norm: 5.6469 2020-07-25 08:51:14,217 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 3 days, 22:53:15, time: 0.716, data_time: 0.002, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6321, loss: 2.6321, grad_norm: 5.5890 2020-07-25 08:51:28,379 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 3 days, 22:51:29, time: 0.708, data_time: 0.009, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6469, loss_cls: 2.7097, loss: 2.7097, grad_norm: 5.6951 2020-07-25 08:51:42,540 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 3 days, 22:49:45, time: 0.712, data_time: 0.009, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6680, loss_cls: 2.6159, loss: 2.6159, grad_norm: 5.6890 2020-07-25 08:51:55,011 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 3 days, 22:47:31, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5470, loss: 2.5470, grad_norm: 5.5483 2020-07-25 08:52:07,901 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 3 days, 22:45:22, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6828, loss_cls: 2.5688, loss: 2.5688, grad_norm: 5.6770 2020-07-25 08:52:20,934 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 3 days, 22:43:20, time: 0.657, data_time: 0.009, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6516, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.6954 2020-07-25 08:52:34,535 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 3 days, 22:41:23, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7916, loss: 2.7916, grad_norm: 5.8152 2020-07-25 08:52:48,014 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 3 days, 22:39:29, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.6269, loss: 2.6269, grad_norm: 5.5140 2020-07-25 08:53:01,954 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 3 days, 22:37:40, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6978, loss: 2.6978, grad_norm: 5.6441 2020-07-25 08:53:14,302 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 3 days, 22:35:25, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.5838, loss: 2.5838, grad_norm: 5.5634 2020-07-25 08:53:28,829 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 3 days, 22:33:47, time: 0.725, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6191, loss: 2.6191, grad_norm: 5.5871 2020-07-25 08:53:42,278 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 3 days, 22:31:52, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6758, loss_cls: 2.5829, loss: 2.5829, grad_norm: 5.6938 2020-07-25 08:53:54,763 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 3 days, 22:29:38, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6703, loss_cls: 2.6380, loss: 2.6380, grad_norm: 5.5988 2020-07-25 08:54:08,421 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 3 days, 22:27:47, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7535, loss: 2.7535, grad_norm: 5.7352 2020-07-25 08:54:21,430 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 3 days, 22:25:44, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6766, loss_cls: 2.5792, loss: 2.5792, grad_norm: 5.6504 2020-07-25 08:54:35,998 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 3 days, 22:24:08, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6625, loss_cls: 2.6428, loss: 2.6428, grad_norm: 5.6705 2020-07-25 08:54:48,980 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 3 days, 22:22:05, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.6360, loss: 2.6360, grad_norm: 5.7060 2020-07-25 08:55:01,531 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 3 days, 22:19:56, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6496, loss: 2.6496, grad_norm: 5.6486 2020-07-25 08:55:15,088 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 3 days, 22:18:02, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6609, loss_cls: 2.6425, loss: 2.6425, grad_norm: 5.6348 2020-07-25 08:55:28,925 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 3 days, 22:16:14, time: 0.692, data_time: 0.011, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6547, loss_cls: 2.6581, loss: 2.6581, grad_norm: 5.6776 2020-07-25 08:55:42,448 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 3 days, 22:14:22, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7160, loss: 2.7160, grad_norm: 5.6079 2020-07-25 08:55:54,798 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 3 days, 22:12:09, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.6295, loss: 2.6295, grad_norm: 5.6919 2020-07-25 08:56:07,853 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 3 days, 22:10:09, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6312, loss_cls: 2.7442, loss: 2.7442, grad_norm: 5.6428 2020-07-25 08:56:22,246 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 3 days, 22:08:30, time: 0.717, data_time: 0.010, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7115, loss: 2.7115, grad_norm: 5.6745 2020-07-25 08:56:34,466 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 3 days, 22:06:17, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6269, loss: 2.6269, grad_norm: 5.6102 2020-07-25 08:56:47,335 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 3 days, 22:04:14, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6734, loss_cls: 2.6113, loss: 2.6113, grad_norm: 5.5402 2020-07-25 08:57:01,610 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 3 days, 22:02:35, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6625, loss_cls: 2.6251, loss: 2.6251, grad_norm: 5.6550 2020-07-25 08:57:14,792 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 3 days, 22:00:36, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7162, loss: 2.7162, grad_norm: 5.7260 2020-07-25 08:57:27,267 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 3 days, 21:58:29, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6586, loss_cls: 2.6598, loss: 2.6598, grad_norm: 5.6627 2020-07-25 08:57:41,236 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 3 days, 21:56:45, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.7050, loss: 2.7050, grad_norm: 5.7081 2020-07-25 08:57:55,038 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 3 days, 21:54:57, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.6593, loss: 2.6593, grad_norm: 5.6651 2020-07-25 08:58:07,921 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 3 days, 21:52:56, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6528, loss: 2.6528, grad_norm: 5.6936 2020-07-25 08:58:20,881 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 3 days, 21:50:57, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.6124, loss: 2.6124, grad_norm: 5.5583 2020-07-25 08:58:34,660 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 3 days, 21:49:10, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6734, loss_cls: 2.6184, loss: 2.6184, grad_norm: 5.5932 2020-07-25 08:58:48,299 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 3 days, 21:47:21, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.5635, loss: 2.5635, grad_norm: 5.7026 2020-07-25 08:59:02,306 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 3 days, 21:45:39, time: 0.702, data_time: 0.010, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6569, loss: 2.6569, grad_norm: 5.7009 2020-07-25 08:59:14,635 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 3 days, 21:43:31, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6602, loss_cls: 2.6523, loss: 2.6523, grad_norm: 5.6271 2020-07-25 08:59:28,084 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 3 days, 21:41:39, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6198, loss: 2.6198, grad_norm: 5.5809 2020-07-25 08:59:41,044 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 3 days, 21:39:41, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.6299, loss: 2.6299, grad_norm: 5.6966 2020-07-25 08:59:54,267 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 3 days, 21:37:46, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6820, loss: 2.6820, grad_norm: 5.5695 2020-07-25 09:00:08,952 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 3 days, 21:36:15, time: 0.731, data_time: 0.002, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6578, loss_cls: 2.6358, loss: 2.6358, grad_norm: 5.4774 2020-07-25 09:00:23,774 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 3 days, 21:34:45, time: 0.735, data_time: 0.015, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6648, loss_cls: 2.6277, loss: 2.6277, grad_norm: 5.5948 2020-07-25 09:00:36,522 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 3 days, 21:32:47, time: 0.647, data_time: 0.020, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6625, loss_cls: 2.6033, loss: 2.6033, grad_norm: 5.4909 2020-07-25 09:00:49,072 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 3 days, 21:30:41, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6062, loss: 2.6062, grad_norm: 5.6211 2020-07-25 09:01:02,403 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 3 days, 21:28:50, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.6100, loss: 2.6100, grad_norm: 5.6884 2020-07-25 09:01:16,092 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 3 days, 21:27:03, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6314, loss: 2.6314, grad_norm: 5.5126 2020-07-25 09:01:29,991 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 3 days, 21:25:22, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6711, loss_cls: 2.6421, loss: 2.6421, grad_norm: 5.6210 2020-07-25 09:01:42,268 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 3 days, 21:23:13, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6362, loss: 2.6362, grad_norm: 5.6734 2020-07-25 09:01:55,551 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 3 days, 21:21:22, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6641, loss_cls: 2.6563, loss: 2.6563, grad_norm: 5.8943 2020-07-25 09:02:08,325 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 3 days, 21:19:22, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6586, loss_cls: 2.7528, loss: 2.7528, grad_norm: 5.7841 2020-07-25 09:02:21,754 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 3 days, 21:17:32, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7477, loss: 2.7477, grad_norm: 5.8202 2020-07-25 09:02:35,030 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 3 days, 21:15:42, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6546, loss: 2.6546, grad_norm: 5.6070 2020-07-25 09:02:47,843 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 3 days, 21:13:42, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.6911, loss: 2.6911, grad_norm: 5.7015 2020-07-25 09:03:00,535 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 3 days, 21:11:43, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6516, loss_cls: 2.6477, loss: 2.6477, grad_norm: 5.5407 2020-07-25 09:03:15,244 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 3 days, 21:10:15, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6648, loss_cls: 2.6360, loss: 2.6360, grad_norm: 5.6285 2020-07-25 09:03:27,622 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 3 days, 21:08:09, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6562, loss_cls: 2.7125, loss: 2.7125, grad_norm: 5.8379 2020-07-25 09:03:40,829 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 3 days, 21:06:18, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6633, loss_cls: 2.6504, loss: 2.6504, grad_norm: 5.7152 2020-07-25 09:03:53,426 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 3 days, 21:04:17, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6922, loss_cls: 2.5095, loss: 2.5095, grad_norm: 5.5895 2020-07-25 09:04:06,561 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 3 days, 21:02:25, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6656, loss: 2.6656, grad_norm: 5.6848 2020-07-25 09:04:19,411 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 3 days, 21:00:27, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6633, loss_cls: 2.5985, loss: 2.5985, grad_norm: 5.7628 2020-07-25 09:04:31,878 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 3 days, 20:58:26, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6641, loss_cls: 2.6447, loss: 2.6447, grad_norm: 5.6446 2020-07-25 09:04:46,035 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 3 days, 20:56:50, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.5451, loss: 2.5451, grad_norm: 5.5358 2020-07-25 09:04:58,841 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 3 days, 20:54:53, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 2.6117, loss: 2.6117, grad_norm: 5.6818 2020-07-25 09:05:12,454 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 3 days, 20:53:10, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.6398, loss: 2.6398, grad_norm: 5.5228 2020-07-25 09:05:24,798 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 3 days, 20:51:06, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6508, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.6144 2020-07-25 09:05:37,874 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 3 days, 20:49:13, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6484, loss_cls: 2.7090, loss: 2.7090, grad_norm: 5.8707 2020-07-25 09:05:50,954 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 3 days, 20:47:22, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6905, loss: 2.6905, grad_norm: 5.6590 2020-07-25 09:06:04,938 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 3 days, 20:45:44, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6617, loss_cls: 2.7261, loss: 2.7261, grad_norm: 5.6746 2020-07-25 09:06:18,252 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 3 days, 20:43:57, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6382, loss: 2.6382, grad_norm: 5.6434 2020-07-25 09:06:32,102 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 3 days, 20:42:17, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5477, loss: 2.5477, grad_norm: 5.5721 2020-07-25 09:06:44,921 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 3 days, 20:40:23, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5642, loss: 2.5642, grad_norm: 5.6323 2020-07-25 09:06:59,369 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 3 days, 20:38:53, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5869, loss: 2.5869, grad_norm: 5.7060 2020-07-25 09:07:11,555 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 3 days, 20:36:48, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6680, loss_cls: 2.6294, loss: 2.6294, grad_norm: 5.6133 2020-07-25 09:07:25,245 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 3 days, 20:35:08, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.5939 2020-07-25 09:07:39,836 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 3 days, 20:33:40, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6758, loss_cls: 2.6278, loss: 2.6278, grad_norm: 5.6536 2020-07-25 09:07:52,312 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 3 days, 20:31:42, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6330, loss: 2.6330, grad_norm: 5.6710 2020-07-25 09:08:05,536 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 3 days, 20:29:53, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6687, loss_cls: 2.6609, loss: 2.6609, grad_norm: 5.6638 2020-07-25 09:08:19,547 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 3 days, 20:28:18, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6742, loss_cls: 2.6546, loss: 2.6546, grad_norm: 5.7654 2020-07-25 09:08:33,088 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 3 days, 20:26:36, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6742, loss_cls: 2.6189, loss: 2.6189, grad_norm: 5.7418 2020-07-25 09:08:46,436 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 3 days, 20:24:50, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6905, loss: 2.6905, grad_norm: 5.7473 2020-07-25 09:09:00,149 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 3 days, 20:23:11, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6516, loss_cls: 2.6865, loss: 2.6865, grad_norm: 5.7002 2020-07-25 09:09:13,955 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 3 days, 20:21:32, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6539, loss_cls: 2.6665, loss: 2.6665, grad_norm: 5.5143 2020-07-25 09:09:26,312 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 3 days, 20:19:33, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6492, loss_cls: 2.6606, loss: 2.6606, grad_norm: 5.5087 2020-07-25 09:09:39,555 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 3 days, 20:17:44, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6227, loss_cls: 2.7555, loss: 2.7555, grad_norm: 5.5980 2020-07-25 09:09:54,172 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 3 days, 20:16:22, time: 0.738, data_time: 0.009, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6066, loss: 2.6066, grad_norm: 5.5953 2020-07-25 09:10:05,311 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-25 09:10:32,261 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 3 days, 20:13:23, time: 1.281, data_time: 0.610, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6734, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.5656 2020-07-25 09:10:45,262 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 3 days, 20:11:34, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.5912, loss: 2.5912, grad_norm: 5.4707 2020-07-25 09:10:58,624 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 3 days, 20:09:49, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.5366, loss: 2.5366, grad_norm: 5.5034 2020-07-25 09:11:10,756 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 3 days, 20:07:47, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.6214 2020-07-25 09:11:23,859 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 3 days, 20:05:59, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5853, loss: 2.5853, grad_norm: 5.5741 2020-07-25 09:11:37,448 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 3 days, 20:04:21, time: 0.684, data_time: 0.010, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6891, loss_cls: 2.5394, loss: 2.5394, grad_norm: 5.5595 2020-07-25 09:11:50,564 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 3 days, 20:02:32, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6875, loss_cls: 2.4902, loss: 2.4902, grad_norm: 5.5496 2020-07-25 09:12:03,580 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 3 days, 20:00:45, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5721, loss: 2.5721, grad_norm: 5.6293 2020-07-25 09:12:17,316 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 3 days, 19:59:07, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.5564 2020-07-25 09:12:30,304 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 3 days, 19:57:18, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.6215, loss: 2.6215, grad_norm: 5.8452 2020-07-25 09:12:43,096 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 3 days, 19:55:27, time: 0.639, data_time: 0.012, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.6852 2020-07-25 09:12:56,284 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 3 days, 19:53:44, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6453, loss_cls: 2.6590, loss: 2.6590, grad_norm: 5.6839 2020-07-25 09:13:10,890 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 3 days, 19:52:20, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.5938, loss: 2.5938, grad_norm: 5.5626 2020-07-25 09:13:23,546 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 3 days, 19:50:28, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6750, loss_cls: 2.6327, loss: 2.6327, grad_norm: 5.7331 2020-07-25 09:13:36,179 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 3 days, 19:48:34, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6781, loss_cls: 2.5768, loss: 2.5768, grad_norm: 5.6759 2020-07-25 09:13:49,344 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 3 days, 19:46:50, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.6039, loss: 2.6039, grad_norm: 5.6004 2020-07-25 09:14:01,968 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 3 days, 19:44:56, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5562, loss: 2.5562, grad_norm: 5.6980 2020-07-25 09:14:16,392 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 3 days, 19:43:32, time: 0.727, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5097, loss: 2.5097, grad_norm: 5.6637 2020-07-25 09:14:29,032 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 3 days, 19:41:40, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6516, loss_cls: 2.6602, loss: 2.6602, grad_norm: 5.7572 2020-07-25 09:14:42,633 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 3 days, 19:40:03, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6523, loss_cls: 2.6848, loss: 2.6848, grad_norm: 5.6100 2020-07-25 09:14:55,489 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 3 days, 19:38:13, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6461, loss_cls: 2.6232, loss: 2.6232, grad_norm: 5.6222 2020-07-25 09:15:08,546 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 3 days, 19:36:28, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.6358 2020-07-25 09:15:21,889 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 3 days, 19:34:48, time: 0.669, data_time: 0.010, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6085, loss: 2.6085, grad_norm: 5.6263 2020-07-25 09:15:35,683 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 3 days, 19:33:13, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.5625, loss: 2.5625, grad_norm: 5.6483 2020-07-25 09:15:50,626 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 3 days, 19:31:58, time: 0.750, data_time: 0.009, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6942, loss: 2.6942, grad_norm: 5.6514 2020-07-25 09:16:02,995 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 3 days, 19:30:02, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6687, loss_cls: 2.5718, loss: 2.5718, grad_norm: 5.5762 2020-07-25 09:16:16,159 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 3 days, 19:28:20, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6813, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.7593 2020-07-25 09:16:28,976 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 3 days, 19:26:31, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5277, loss: 2.5277, grad_norm: 5.5621 2020-07-25 09:16:41,727 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 3 days, 19:24:41, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6594, loss_cls: 2.5676, loss: 2.5676, grad_norm: 5.6534 2020-07-25 09:16:56,443 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 3 days, 19:23:23, time: 0.739, data_time: 0.012, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.5857, loss: 2.5857, grad_norm: 5.6229 2020-07-25 09:17:09,536 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 3 days, 19:21:40, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5785, loss: 2.5785, grad_norm: 5.7198 2020-07-25 09:17:22,090 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 3 days, 19:19:49, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.6539, loss: 2.6539, grad_norm: 5.7596 2020-07-25 09:17:36,157 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 3 days, 19:18:20, time: 0.700, data_time: 0.002, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5675, loss: 2.5675, grad_norm: 5.5851 2020-07-25 09:17:49,965 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 3 days, 19:16:47, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6703, loss_cls: 2.6189, loss: 2.6189, grad_norm: 5.6911 2020-07-25 09:18:03,675 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 3 days, 19:15:14, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.6295, loss: 2.6295, grad_norm: 5.7629 2020-07-25 09:18:18,009 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 3 days, 19:13:50, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4802, loss: 2.4802, grad_norm: 5.5399 2020-07-25 09:18:31,544 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 3 days, 19:12:15, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5638, loss: 2.5638, grad_norm: 5.6996 2020-07-25 09:18:45,033 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 3 days, 19:10:38, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6695, loss_cls: 2.6214, loss: 2.6214, grad_norm: 5.6874 2020-07-25 09:18:58,193 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 3 days, 19:08:57, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5797, loss: 2.5797, grad_norm: 5.7933 2020-07-25 09:19:10,842 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 3 days, 19:07:08, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.5786, loss: 2.5786, grad_norm: 5.7797 2020-07-25 09:19:24,411 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 3 days, 19:05:34, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6039, loss: 2.6039, grad_norm: 5.6398 2020-07-25 09:19:37,720 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 3 days, 19:03:55, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6885, loss: 2.6885, grad_norm: 5.6780 2020-07-25 09:19:51,167 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 3 days, 19:02:19, time: 0.674, data_time: 0.003, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6672, loss_cls: 2.6277, loss: 2.6277, grad_norm: 5.8097 2020-07-25 09:20:04,486 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 3 days, 19:00:40, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.5943, loss: 2.5943, grad_norm: 5.6221 2020-07-25 09:20:17,398 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 3 days, 18:58:57, time: 0.647, data_time: 0.003, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.5942, loss: 2.5942, grad_norm: 5.5706 2020-07-25 09:20:30,738 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 3 days, 18:57:19, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5203, loss: 2.5203, grad_norm: 5.5375 2020-07-25 09:20:44,901 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 3 days, 18:55:54, time: 0.708, data_time: 0.002, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5207, loss: 2.5207, grad_norm: 5.5532 2020-07-25 09:20:58,552 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 3 days, 18:54:20, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6555, loss_cls: 2.5700, loss: 2.5700, grad_norm: 5.5578 2020-07-25 09:21:11,722 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 3 days, 18:52:42, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6680, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.6503 2020-07-25 09:21:24,279 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 3 days, 18:50:53, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.5934, loss: 2.5934, grad_norm: 5.5782 2020-07-25 09:21:38,055 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 3 days, 18:49:21, time: 0.683, data_time: 0.010, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6554, loss: 2.6554, grad_norm: 5.6262 2020-07-25 09:21:50,724 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 3 days, 18:47:36, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6734, loss_cls: 2.5741, loss: 2.5741, grad_norm: 5.5985 2020-07-25 09:22:04,183 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 3 days, 18:46:00, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6438, loss_cls: 2.6696, loss: 2.6696, grad_norm: 5.7285 2020-07-25 09:22:17,287 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 3 days, 18:44:21, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6797, loss_cls: 2.5416, loss: 2.5416, grad_norm: 5.6174 2020-07-25 09:22:30,367 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 3 days, 18:42:41, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6883, loss_cls: 2.5187, loss: 2.5187, grad_norm: 5.5310 2020-07-25 09:22:43,200 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 3 days, 18:40:58, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6617, loss_cls: 2.5773, loss: 2.5773, grad_norm: 5.6208 2020-07-25 09:22:56,973 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 3 days, 18:39:27, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6719, loss_cls: 2.5894, loss: 2.5894, grad_norm: 5.6593 2020-07-25 09:23:10,016 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 3 days, 18:37:48, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6625, loss_cls: 2.5711, loss: 2.5711, grad_norm: 5.6809 2020-07-25 09:23:23,239 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 3 days, 18:36:11, time: 0.663, data_time: 0.010, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6875, loss_cls: 2.4704, loss: 2.4704, grad_norm: 5.5109 2020-07-25 09:23:37,662 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 3 days, 18:34:50, time: 0.717, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6797, loss_cls: 2.5724, loss: 2.5724, grad_norm: 5.6466 2020-07-25 09:23:50,926 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 3 days, 18:33:14, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6859, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.5823 2020-07-25 09:24:03,665 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 3 days, 18:31:30, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6820, loss_cls: 2.5459, loss: 2.5459, grad_norm: 5.5218 2020-07-25 09:24:16,843 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 3 days, 18:29:53, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.5908, loss: 2.5908, grad_norm: 5.7576 2020-07-25 09:24:31,520 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 3 days, 18:28:37, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.5667, loss: 2.5667, grad_norm: 5.7159 2020-07-25 09:24:44,683 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 3 days, 18:27:00, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6508, loss_cls: 2.6026, loss: 2.6026, grad_norm: 5.6502 2020-07-25 09:24:58,270 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 3 days, 18:25:29, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6516, loss_cls: 2.7033, loss: 2.7033, grad_norm: 5.7168 2020-07-25 09:25:11,297 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 3 days, 18:23:50, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6621, loss: 2.6621, grad_norm: 5.7428 2020-07-25 09:25:25,628 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 3 days, 18:22:30, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.6112, loss: 2.6112, grad_norm: 5.5746 2020-07-25 09:25:38,705 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 3 days, 18:20:50, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5750, loss: 2.5750, grad_norm: 5.6105 2020-07-25 09:25:51,899 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 3 days, 18:19:16, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6797, loss_cls: 2.5949, loss: 2.5949, grad_norm: 5.7321 2020-07-25 09:26:06,245 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 3 days, 18:17:55, time: 0.712, data_time: 0.009, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6127, loss: 2.6127, grad_norm: 5.7480 2020-07-25 09:26:18,861 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 3 days, 18:16:11, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.6819, loss: 2.6819, grad_norm: 5.7988 2020-07-25 09:26:33,648 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 3 days, 18:14:59, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6805, loss_cls: 2.5592, loss: 2.5592, grad_norm: 5.6449 2020-07-25 09:26:46,467 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 3 days, 18:13:17, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.6510, loss: 2.6510, grad_norm: 5.6898 2020-07-25 09:27:00,294 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 3 days, 18:11:52, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6680, loss_cls: 2.6532, loss: 2.6532, grad_norm: 5.8314 2020-07-25 09:27:13,068 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 3 days, 18:10:10, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.6282, loss: 2.6282, grad_norm: 5.6691 2020-07-25 09:27:26,465 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 3 days, 18:08:38, time: 0.671, data_time: 0.003, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5384, loss: 2.5384, grad_norm: 5.5275 2020-07-25 09:27:39,608 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 3 days, 18:07:00, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6375, loss: 2.6375, grad_norm: 5.6687 2020-07-25 09:27:53,028 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 3 days, 18:05:30, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.5764, loss: 2.5764, grad_norm: 5.5924 2020-07-25 09:28:06,207 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 3 days, 18:03:54, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.6958 2020-07-25 09:28:19,812 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 3 days, 18:02:25, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6226, loss: 2.6226, grad_norm: 5.6663 2020-07-25 09:28:33,372 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 3 days, 18:00:55, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6265, loss: 2.6265, grad_norm: 5.7078 2020-07-25 09:28:46,236 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 3 days, 17:59:17, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.6363, loss: 2.6363, grad_norm: 5.6478 2020-07-25 09:29:00,518 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 3 days, 17:57:57, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5330, loss: 2.5330, grad_norm: 5.5807 2020-07-25 09:29:13,722 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 3 days, 17:56:24, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6516, loss_cls: 2.7396, loss: 2.7396, grad_norm: 5.6853 2020-07-25 09:29:26,915 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 3 days, 17:54:50, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6742, loss_cls: 2.5970, loss: 2.5970, grad_norm: 5.5881 2020-07-25 09:29:40,505 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 3 days, 17:53:20, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6891, loss_cls: 2.5449, loss: 2.5449, grad_norm: 5.6621 2020-07-25 09:29:52,758 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 3 days, 17:51:34, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6648, loss_cls: 2.5680, loss: 2.5680, grad_norm: 5.5179 2020-07-25 09:30:07,228 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 3 days, 17:50:18, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.6264, loss: 2.6264, grad_norm: 5.4989 2020-07-25 09:30:20,916 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 3 days, 17:48:52, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6828, loss_cls: 2.5679, loss: 2.5679, grad_norm: 5.6110 2020-07-25 09:30:33,914 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 3 days, 17:47:16, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6867, loss_cls: 2.5459, loss: 2.5459, grad_norm: 5.5208 2020-07-25 09:30:47,023 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 3 days, 17:45:40, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6555, loss_cls: 2.6426, loss: 2.6426, grad_norm: 5.7560 2020-07-25 09:31:00,684 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 3 days, 17:44:13, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5966, loss: 2.5966, grad_norm: 5.5085 2020-07-25 09:31:13,569 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 3 days, 17:42:36, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6766, loss_cls: 2.6022, loss: 2.6022, grad_norm: 5.5938 2020-07-25 09:31:27,297 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 3 days, 17:41:11, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.5617, loss: 2.5617, grad_norm: 5.5998 2020-07-25 09:31:41,616 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 3 days, 17:39:54, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.5638 2020-07-25 09:31:55,971 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 3 days, 17:38:39, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6914, loss_cls: 2.5371, loss: 2.5371, grad_norm: 5.5234 2020-07-25 09:32:09,554 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 3 days, 17:37:11, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6025, loss: 2.6025, grad_norm: 5.6014 2020-07-25 09:32:22,317 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 3 days, 17:35:33, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.5496 2020-07-25 09:32:36,527 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 3 days, 17:34:14, time: 0.707, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6648, loss_cls: 2.6024, loss: 2.6024, grad_norm: 5.6764 2020-07-25 09:32:48,729 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 3 days, 17:32:28, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6891, loss_cls: 2.5267, loss: 2.5267, grad_norm: 5.6679 2020-07-25 09:33:02,225 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 3 days, 17:30:59, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6711, loss_cls: 2.5906, loss: 2.5906, grad_norm: 5.7153 2020-07-25 09:33:14,887 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 3 days, 17:29:21, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6633, loss_cls: 2.5633, loss: 2.5633, grad_norm: 5.5514 2020-07-25 09:33:27,458 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 3 days, 17:27:39, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6680, loss_cls: 2.5522, loss: 2.5522, grad_norm: 5.5721 2020-07-25 09:33:40,583 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 3 days, 17:26:07, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.5919, loss: 2.5919, grad_norm: 5.7045 2020-07-25 09:33:54,396 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 3 days, 17:24:43, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6484, loss_cls: 2.7001, loss: 2.7001, grad_norm: 5.4750 2020-07-25 09:34:07,350 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 3 days, 17:23:10, time: 0.654, data_time: 0.009, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5222, loss: 2.5222, grad_norm: 5.4300 2020-07-25 09:34:22,506 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 3 days, 17:22:04, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6820, loss_cls: 2.5048, loss: 2.5048, grad_norm: 5.5296 2020-07-25 09:34:35,717 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 3 days, 17:20:35, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6020, loss: 2.6020, grad_norm: 5.5817 2020-07-25 09:34:49,623 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 3 days, 17:19:12, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6773, loss_cls: 2.5297, loss: 2.5297, grad_norm: 5.6799 2020-07-25 09:35:01,918 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 3 days, 17:17:29, time: 0.616, data_time: 0.009, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6656, loss_cls: 2.6080, loss: 2.6080, grad_norm: 5.6091 2020-07-25 09:35:14,779 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 3 days, 17:15:55, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6648, loss_cls: 2.6542, loss: 2.6542, grad_norm: 5.7091 2020-07-25 09:35:27,819 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 3 days, 17:14:20, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.5706, loss: 2.5706, grad_norm: 5.5587 2020-07-25 09:35:42,925 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 3 days, 17:13:18, time: 0.760, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.5906, loss: 2.5906, grad_norm: 5.4835 2020-07-25 09:35:55,362 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 3 days, 17:11:37, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6820, loss_cls: 2.5826, loss: 2.5826, grad_norm: 5.6525 2020-07-25 09:36:09,343 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 3 days, 17:10:18, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6891, loss_cls: 2.4687, loss: 2.4687, grad_norm: 5.5577 2020-07-25 09:36:21,997 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 3 days, 17:08:39, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.5935, loss: 2.5935, grad_norm: 5.4824 2020-07-25 09:36:35,200 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 3 days, 17:07:09, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6574, loss: 2.6574, grad_norm: 5.7028 2020-07-25 09:36:48,239 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 3 days, 17:05:37, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6239, loss: 2.6239, grad_norm: 5.5948 2020-07-25 09:37:02,022 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 3 days, 17:04:15, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6508, loss_cls: 2.6874, loss: 2.6874, grad_norm: 5.6480 2020-07-25 09:37:15,606 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 3 days, 17:02:51, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6883, loss_cls: 2.5228, loss: 2.5228, grad_norm: 5.4451 2020-07-25 09:37:28,373 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 3 days, 17:01:14, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6859, loss_cls: 2.5358, loss: 2.5358, grad_norm: 5.6046 2020-07-25 09:37:42,312 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 3 days, 16:59:57, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5936, loss: 2.5936, grad_norm: 5.6099 2020-07-25 09:37:54,780 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 3 days, 16:58:15, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.6069, loss: 2.6069, grad_norm: 5.6497 2020-07-25 09:38:07,484 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 3 days, 16:56:41, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6115, loss: 2.6115, grad_norm: 5.5047 2020-07-25 09:38:20,927 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 3 days, 16:55:14, time: 0.670, data_time: 0.009, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.6069, loss: 2.6069, grad_norm: 5.5252 2020-07-25 09:38:34,812 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 3 days, 16:53:55, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6742, loss_cls: 2.5347, loss: 2.5347, grad_norm: 5.4666 2020-07-25 09:38:48,563 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 3 days, 16:52:34, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6805, loss_cls: 2.5277, loss: 2.5277, grad_norm: 5.5276 2020-07-25 09:39:01,854 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 3 days, 16:51:07, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6758, loss_cls: 2.5657, loss: 2.5657, grad_norm: 5.7029 2020-07-25 09:39:14,847 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 3 days, 16:49:35, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6781, loss_cls: 2.5065, loss: 2.5065, grad_norm: 5.4448 2020-07-25 09:39:28,078 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 3 days, 16:48:08, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.5083, loss: 2.5083, grad_norm: 5.5943 2020-07-25 09:39:42,702 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 3 days, 16:46:57, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6492, loss_cls: 2.7247, loss: 2.7247, grad_norm: 5.6994 2020-07-25 09:39:55,285 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 3 days, 16:45:21, time: 0.632, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6200, loss: 2.6200, grad_norm: 5.5340 2020-07-25 09:40:09,969 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 3 days, 16:44:14, time: 0.736, data_time: 0.008, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5701, loss: 2.5701, grad_norm: 5.5462 2020-07-25 09:40:22,333 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 3 days, 16:42:34, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4874, loss: 2.4874, grad_norm: 5.5071 2020-07-25 09:40:35,035 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 3 days, 16:41:00, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.6471 2020-07-25 09:40:48,691 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 3 days, 16:39:37, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4827, loss: 2.4827, grad_norm: 5.5677 2020-07-25 09:41:02,274 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 3 days, 16:38:16, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4115, loss: 2.4115, grad_norm: 5.5312 2020-07-25 09:41:16,117 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 3 days, 16:36:57, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6836, loss_cls: 2.5663, loss: 2.5663, grad_norm: 5.5406 2020-07-25 09:41:29,960 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 3 days, 16:35:39, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6656, loss_cls: 2.5894, loss: 2.5894, grad_norm: 5.5338 2020-07-25 09:41:43,883 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 3 days, 16:34:21, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.6480, loss: 2.6480, grad_norm: 5.6649 2020-07-25 09:41:59,498 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 3 days, 16:33:27, time: 0.783, data_time: 0.008, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6828, loss_cls: 2.5178, loss: 2.5178, grad_norm: 5.5648 2020-07-25 09:42:12,741 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 3 days, 16:32:00, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6727, loss_cls: 2.5954, loss: 2.5954, grad_norm: 5.5289 2020-07-25 09:42:26,034 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 3 days, 16:30:35, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6680, loss_cls: 2.6511, loss: 2.6511, grad_norm: 5.6526 2020-07-25 09:42:38,427 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 3 days, 16:28:56, time: 0.614, data_time: 0.009, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6428, loss: 2.6428, grad_norm: 5.5356 2020-07-25 09:42:52,075 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 3 days, 16:27:36, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.6226, loss: 2.6226, grad_norm: 5.5559 2020-07-25 09:43:04,831 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 3 days, 16:26:02, time: 0.633, data_time: 0.009, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6781, loss_cls: 2.5640, loss: 2.5640, grad_norm: 5.5340 2020-07-25 09:43:18,872 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 3 days, 16:24:49, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6773, loss_cls: 2.6105, loss: 2.6105, grad_norm: 5.6545 2020-07-25 09:43:31,445 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 3 days, 16:23:13, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6711, loss_cls: 2.6202, loss: 2.6202, grad_norm: 5.5534 2020-07-25 09:43:45,654 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 3 days, 16:22:01, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.5230, loss: 2.5230, grad_norm: 5.4680 2020-07-25 09:43:59,916 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 3 days, 16:20:48, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.4981 2020-07-25 09:44:12,953 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 3 days, 16:19:21, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6687, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.6159 2020-07-25 09:44:26,319 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 3 days, 16:17:57, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5828, loss: 2.5828, grad_norm: 5.5737 2020-07-25 09:44:40,053 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 3 days, 16:16:39, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4386, loss: 2.4386, grad_norm: 5.5113 2020-07-25 09:44:53,618 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 3 days, 16:15:17, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6703, loss_cls: 2.5702, loss: 2.5702, grad_norm: 5.6999 2020-07-25 09:45:06,177 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 3 days, 16:13:43, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6625, loss_cls: 2.6489, loss: 2.6489, grad_norm: 5.7642 2020-07-25 09:45:19,837 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 3 days, 16:12:23, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4806, loss: 2.4806, grad_norm: 5.7001 2020-07-25 09:45:33,535 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 3 days, 16:11:04, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6719, loss_cls: 2.5385, loss: 2.5385, grad_norm: 5.6396 2020-07-25 09:45:46,087 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 3 days, 16:09:30, time: 0.630, data_time: 0.012, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.6146, loss: 2.6146, grad_norm: 5.6591 2020-07-25 09:45:59,774 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 3 days, 16:08:11, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.5054, loss: 2.5054, grad_norm: 5.5776 2020-07-25 09:46:13,762 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 3 days, 16:06:57, time: 0.701, data_time: 0.010, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.6223, loss: 2.6223, grad_norm: 5.6922 2020-07-25 09:46:26,537 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 3 days, 16:05:27, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6898, loss_cls: 2.5801, loss: 2.5801, grad_norm: 5.6120 2020-07-25 09:46:40,367 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 3 days, 16:04:10, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.6081, loss: 2.6081, grad_norm: 5.7192 2020-07-25 09:46:53,499 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 3 days, 16:02:44, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6844, loss_cls: 2.5281, loss: 2.5281, grad_norm: 5.6682 2020-07-25 09:47:06,772 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 3 days, 16:01:21, time: 0.667, data_time: 0.009, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.6733, loss: 2.6733, grad_norm: 5.7767 2020-07-25 09:47:19,832 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 3 days, 15:59:54, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5607, loss: 2.5607, grad_norm: 5.5165 2020-07-25 09:47:32,869 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 3 days, 15:58:27, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.5039, loss: 2.5039, grad_norm: 5.5997 2020-07-25 09:47:45,722 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 3 days, 15:56:58, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6680, loss_cls: 2.6036, loss: 2.6036, grad_norm: 5.6179 2020-07-25 09:47:59,668 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 3 days, 15:55:45, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6781, loss_cls: 2.5701, loss: 2.5701, grad_norm: 5.4659 2020-07-25 09:48:12,254 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 3 days, 15:54:12, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5084, loss: 2.5084, grad_norm: 5.5936 2020-07-25 09:48:26,167 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 3 days, 15:52:57, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6852, loss_cls: 2.4985, loss: 2.4985, grad_norm: 5.5765 2020-07-25 09:48:38,435 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 3 days, 15:51:21, time: 0.613, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7109, loss_cls: 2.4157, loss: 2.4157, grad_norm: 5.4172 2020-07-25 09:48:51,424 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 3 days, 15:49:55, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5150, loss: 2.5150, grad_norm: 5.5342 2020-07-25 09:49:04,491 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 3 days, 15:48:28, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6370, loss: 2.6370, grad_norm: 5.6747 2020-07-25 09:49:19,222 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 3 days, 15:47:26, time: 0.742, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6555, loss_cls: 2.6507, loss: 2.6507, grad_norm: 5.4936 2020-07-25 09:49:33,551 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 3 days, 15:46:16, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.4020 2020-07-25 09:49:46,692 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 3 days, 15:44:54, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6648, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.5390 2020-07-25 09:49:59,966 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 3 days, 15:43:31, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6734, loss_cls: 2.5968, loss: 2.5968, grad_norm: 5.5740 2020-07-25 09:50:13,701 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 3 days, 15:42:15, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6687, loss_cls: 2.6482, loss: 2.6482, grad_norm: 5.6528 2020-07-25 09:50:26,811 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 3 days, 15:40:50, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6579, loss: 2.6579, grad_norm: 5.7800 2020-07-25 09:50:40,245 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 3 days, 15:39:31, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.4094, top5_acc: 0.7086, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.5062 2020-07-25 09:50:55,007 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 3 days, 15:38:28, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.6685 2020-07-25 09:51:08,918 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 3 days, 15:37:16, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6883, loss_cls: 2.5145, loss: 2.5145, grad_norm: 5.5403 2020-07-25 09:51:21,275 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 3 days, 15:35:41, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6820, loss_cls: 2.6207, loss: 2.6207, grad_norm: 5.5897 2020-07-25 09:51:33,971 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 3 days, 15:34:13, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6633, loss_cls: 2.6331, loss: 2.6331, grad_norm: 5.7299 2020-07-25 09:51:47,069 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 3 days, 15:32:49, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6813, loss_cls: 2.5368, loss: 2.5368, grad_norm: 5.7372 2020-07-25 09:52:00,051 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 3 days, 15:31:23, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6953, loss_cls: 2.4939, loss: 2.4939, grad_norm: 5.7289 2020-07-25 09:52:11,166 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-25 09:52:32,596 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 3 days, 15:27:50, time: 0.992, data_time: 0.375, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6945, loss_cls: 2.5172, loss: 2.5172, grad_norm: 5.5135 2020-07-25 09:52:45,703 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 3 days, 15:26:28, time: 0.662, data_time: 0.009, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5904, loss: 2.5904, grad_norm: 5.4312 2020-07-25 09:52:58,523 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 3 days, 15:25:01, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7031, loss_cls: 2.4553, loss: 2.4553, grad_norm: 5.3527 2020-07-25 09:53:11,109 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 3 days, 15:23:30, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5200, loss: 2.5200, grad_norm: 5.6033 2020-07-25 09:53:25,719 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 3 days, 15:22:28, time: 0.733, data_time: 0.008, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6035, loss: 2.6035, grad_norm: 5.6065 2020-07-25 09:53:39,093 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 3 days, 15:21:08, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5720, loss: 2.5720, grad_norm: 5.4600 2020-07-25 09:53:53,215 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 3 days, 15:19:58, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7031, loss_cls: 2.4605, loss: 2.4605, grad_norm: 5.5708 2020-07-25 09:54:06,721 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 3 days, 15:18:41, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5551, loss: 2.5551, grad_norm: 5.5755 2020-07-25 09:54:19,054 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 3 days, 15:17:09, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6773, loss_cls: 2.5485, loss: 2.5485, grad_norm: 5.5729 2020-07-25 09:54:33,080 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 3 days, 15:15:58, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.5475, loss: 2.5475, grad_norm: 5.5669 2020-07-25 09:54:46,420 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 3 days, 15:14:40, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6672, loss_cls: 2.5539, loss: 2.5539, grad_norm: 5.6402 2020-07-25 09:55:00,486 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 3 days, 15:13:30, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7102, loss_cls: 2.4484, loss: 2.4484, grad_norm: 5.5636 2020-07-25 09:55:13,123 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 3 days, 15:12:01, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6961, loss_cls: 2.4441, loss: 2.4441, grad_norm: 5.7249 2020-07-25 09:55:26,772 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 3 days, 15:10:47, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.5664 2020-07-25 09:55:41,001 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 3 days, 15:09:40, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6797, loss_cls: 2.5476, loss: 2.5476, grad_norm: 5.6680 2020-07-25 09:55:53,282 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 3 days, 15:08:07, time: 0.612, data_time: 0.002, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5640, loss: 2.5640, grad_norm: 5.5823 2020-07-25 09:56:06,749 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 3 days, 15:06:49, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.6250, loss: 2.6250, grad_norm: 5.7600 2020-07-25 09:56:19,338 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 3 days, 15:05:21, time: 0.631, data_time: 0.010, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5658, loss: 2.5658, grad_norm: 5.7340 2020-07-25 09:56:32,693 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 3 days, 15:04:03, time: 0.669, data_time: 0.011, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6930, loss_cls: 2.5239, loss: 2.5239, grad_norm: 5.8665 2020-07-25 09:56:46,095 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 3 days, 15:02:46, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4800, loss: 2.4800, grad_norm: 5.5908 2020-07-25 09:56:59,461 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 3 days, 15:01:28, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6898, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.6285 2020-07-25 09:57:12,562 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 3 days, 15:00:06, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6898, loss_cls: 2.4908, loss: 2.4908, grad_norm: 5.6566 2020-07-25 09:57:26,236 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 3 days, 14:58:53, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6805, loss_cls: 2.5621, loss: 2.5621, grad_norm: 5.7555 2020-07-25 09:57:39,702 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 3 days, 14:57:37, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6547, loss_cls: 2.6209, loss: 2.6209, grad_norm: 5.6207 2020-07-25 09:57:54,889 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 3 days, 14:56:43, time: 0.759, data_time: 0.007, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6859, loss_cls: 2.5678, loss: 2.5678, grad_norm: 5.5764 2020-07-25 09:58:08,741 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 3 days, 14:55:32, time: 0.693, data_time: 0.003, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5994, loss: 2.5994, grad_norm: 5.6879 2020-07-25 09:58:22,631 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 3 days, 14:54:20, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.4904, loss: 2.4904, grad_norm: 5.5781 2020-07-25 09:58:35,114 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 3 days, 14:52:52, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6867, loss_cls: 2.5199, loss: 2.5199, grad_norm: 5.6987 2020-07-25 09:58:48,760 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 3 days, 14:51:38, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.6224, loss: 2.6224, grad_norm: 5.7350 2020-07-25 09:59:01,713 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 3 days, 14:50:16, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.6251, loss: 2.6251, grad_norm: 5.7225 2020-07-25 09:59:14,626 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 3 days, 14:48:53, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.5353, loss: 2.5353, grad_norm: 5.5627 2020-07-25 09:59:30,341 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 3 days, 14:48:07, time: 0.787, data_time: 0.008, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4525, loss: 2.4525, grad_norm: 5.4602 2020-07-25 09:59:42,614 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 3 days, 14:46:36, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6523, loss_cls: 2.6423, loss: 2.6423, grad_norm: 5.6112 2020-07-25 09:59:56,180 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 3 days, 14:45:22, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4895, loss: 2.4895, grad_norm: 5.5321 2020-07-25 10:00:10,595 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 3 days, 14:44:17, time: 0.716, data_time: 0.010, memory: 5170, top1_acc: 0.4195, top5_acc: 0.7063, loss_cls: 2.4784, loss: 2.4784, grad_norm: 5.7137 2020-07-25 10:00:27,428 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 3 days, 14:43:45, time: 0.838, data_time: 0.010, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6555, loss_cls: 2.6035, loss: 2.6035, grad_norm: 5.6070 2020-07-25 10:00:39,994 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 3 days, 14:42:20, time: 0.636, data_time: 0.023, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6758, loss_cls: 2.5552, loss: 2.5552, grad_norm: 5.5267 2020-07-25 10:00:52,543 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 3 days, 14:40:53, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.5081, loss: 2.5081, grad_norm: 5.5934 2020-07-25 10:01:07,475 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 3 days, 14:39:57, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.5320, loss: 2.5320, grad_norm: 5.5762 2020-07-25 10:01:19,899 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 3 days, 14:38:28, time: 0.622, data_time: 0.003, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7063, loss_cls: 2.4536, loss: 2.4536, grad_norm: 5.5625 2020-07-25 10:01:33,271 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 3 days, 14:37:12, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5778, loss: 2.5778, grad_norm: 5.6606 2020-07-25 10:01:47,170 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 3 days, 14:36:04, time: 0.698, data_time: 0.009, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.4406 2020-07-25 10:02:00,300 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 3 days, 14:34:44, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5765, loss: 2.5765, grad_norm: 5.6617 2020-07-25 10:02:14,803 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 3 days, 14:33:43, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6883, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.4633 2020-07-25 10:02:27,279 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 3 days, 14:32:15, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7133, loss_cls: 2.4148, loss: 2.4148, grad_norm: 5.5130 2020-07-25 10:02:41,694 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 3 days, 14:31:14, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5269, loss: 2.5269, grad_norm: 5.7989 2020-07-25 10:02:54,222 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 3 days, 14:29:48, time: 0.627, data_time: 0.003, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.5786, loss: 2.5786, grad_norm: 5.7141 2020-07-25 10:03:08,034 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 3 days, 14:28:37, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.6017, loss: 2.6017, grad_norm: 5.7269 2020-07-25 10:03:20,714 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 3 days, 14:27:14, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5328, loss: 2.5328, grad_norm: 5.6132 2020-07-25 10:03:34,574 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 3 days, 14:26:04, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6859, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.6276 2020-07-25 10:03:47,797 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 3 days, 14:24:48, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4928, loss: 2.4928, grad_norm: 5.5613 2020-07-25 10:04:01,302 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 3 days, 14:23:33, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6859, loss_cls: 2.5389, loss: 2.5389, grad_norm: 5.5729 2020-07-25 10:04:14,353 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 3 days, 14:22:15, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6898, loss_cls: 2.5250, loss: 2.5250, grad_norm: 5.5527 2020-07-25 10:04:28,617 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 3 days, 14:21:11, time: 0.710, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7047, loss_cls: 2.4410, loss: 2.4410, grad_norm: 5.3370 2020-07-25 10:04:42,820 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 3 days, 14:20:08, time: 0.713, data_time: 0.008, memory: 5170, top1_acc: 0.4227, top5_acc: 0.7039, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.6038 2020-07-25 10:04:55,809 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 3 days, 14:18:48, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7023, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.6208 2020-07-25 10:05:09,235 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 3 days, 14:17:34, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.7123, loss: 2.7123, grad_norm: 5.8429 2020-07-25 10:05:21,753 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 3 days, 14:16:09, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6969, loss_cls: 2.5369, loss: 2.5369, grad_norm: 5.6728 2020-07-25 10:05:34,833 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 3 days, 14:14:51, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6066, loss: 2.6066, grad_norm: 5.6901 2020-07-25 10:05:47,440 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 3 days, 14:13:26, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6703, loss_cls: 2.5840, loss: 2.5840, grad_norm: 5.6183 2020-07-25 10:06:01,407 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 3 days, 14:12:20, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4919, loss: 2.4919, grad_norm: 5.5615 2020-07-25 10:06:13,918 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 3 days, 14:10:54, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5234, loss: 2.5234, grad_norm: 5.5628 2020-07-25 10:06:26,929 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 3 days, 14:09:36, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6930, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.5683 2020-07-25 10:06:40,622 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 3 days, 14:08:25, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5276, loss: 2.5276, grad_norm: 5.4946 2020-07-25 10:06:54,133 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 3 days, 14:07:14, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6867, loss_cls: 2.4939, loss: 2.4939, grad_norm: 5.4899 2020-07-25 10:07:06,513 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 3 days, 14:05:48, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.5660, loss: 2.5660, grad_norm: 5.6146 2020-07-25 10:07:20,149 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 3 days, 14:04:38, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6742, loss_cls: 2.6160, loss: 2.6160, grad_norm: 5.7306 2020-07-25 10:07:33,920 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 3 days, 14:03:28, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5543, loss: 2.5543, grad_norm: 5.4500 2020-07-25 10:07:46,601 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 3 days, 14:02:06, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.4841 2020-07-25 10:08:00,838 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 3 days, 14:01:04, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7117, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.4740 2020-07-25 10:08:14,053 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 3 days, 13:59:48, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.6420, loss: 2.6420, grad_norm: 5.7106 2020-07-25 10:08:27,273 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 3 days, 13:58:34, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.5174, loss: 2.5174, grad_norm: 5.7307 2020-07-25 10:08:40,126 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 3 days, 13:57:14, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6703, loss_cls: 2.6073, loss: 2.6073, grad_norm: 5.6893 2020-07-25 10:08:53,022 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 3 days, 13:55:55, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6126, loss: 2.6126, grad_norm: 5.5259 2020-07-25 10:09:07,186 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 3 days, 13:54:52, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6820, loss_cls: 2.5544, loss: 2.5544, grad_norm: 5.4959 2020-07-25 10:09:19,590 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 3 days, 13:53:27, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6914, loss_cls: 2.5044, loss: 2.5044, grad_norm: 5.5722 2020-07-25 10:09:32,850 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 3 days, 13:52:11, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.6404 2020-07-25 10:09:45,595 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 3 days, 13:50:52, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.5976 2020-07-25 10:09:58,560 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 3 days, 13:49:33, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6750, loss_cls: 2.5819, loss: 2.5819, grad_norm: 5.6455 2020-07-25 10:10:11,178 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 3 days, 13:48:12, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5671, loss: 2.5671, grad_norm: 5.7094 2020-07-25 10:10:24,058 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 3 days, 13:46:53, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6758, loss_cls: 2.5598, loss: 2.5598, grad_norm: 5.5658 2020-07-25 10:10:38,819 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 3 days, 13:45:59, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.4232 2020-07-25 10:10:51,228 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 3 days, 13:44:34, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4515, loss: 2.4515, grad_norm: 5.5116 2020-07-25 10:11:05,081 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 3 days, 13:43:28, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6703, loss_cls: 2.5387, loss: 2.5387, grad_norm: 5.6163 2020-07-25 10:11:17,644 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 3 days, 13:42:05, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4234, top5_acc: 0.7031, loss_cls: 2.3871, loss: 2.3871, grad_norm: 5.5643 2020-07-25 10:11:31,091 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 3 days, 13:40:55, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6875, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.6042 2020-07-25 10:11:44,718 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 3 days, 13:39:46, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.5027, loss: 2.5027, grad_norm: 5.3787 2020-07-25 10:11:58,031 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 3 days, 13:38:34, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6766, loss_cls: 2.5057, loss: 2.5057, grad_norm: 5.5402 2020-07-25 10:12:10,992 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 3 days, 13:37:16, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5319, loss: 2.5319, grad_norm: 5.6381 2020-07-25 10:12:25,080 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 3 days, 13:36:14, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6906, loss_cls: 2.5400, loss: 2.5400, grad_norm: 5.5427 2020-07-25 10:12:38,768 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 3 days, 13:35:06, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6875, loss_cls: 2.5307, loss: 2.5307, grad_norm: 5.6103 2020-07-25 10:12:51,977 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 3 days, 13:33:52, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4733, loss: 2.4733, grad_norm: 5.2896 2020-07-25 10:13:04,763 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 3 days, 13:32:33, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6844, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.4603 2020-07-25 10:13:18,801 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 3 days, 13:31:31, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.4904, loss: 2.4904, grad_norm: 5.6033 2020-07-25 10:13:33,526 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 3 days, 13:30:35, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.4831 2020-07-25 10:13:45,915 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 3 days, 13:29:12, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7133, loss_cls: 2.4299, loss: 2.4299, grad_norm: 5.4766 2020-07-25 10:14:00,022 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 3 days, 13:28:10, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6789, loss_cls: 2.5313, loss: 2.5313, grad_norm: 5.5850 2020-07-25 10:14:14,108 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 3 days, 13:27:09, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7039, loss_cls: 2.4187, loss: 2.4187, grad_norm: 5.3735 2020-07-25 10:14:26,864 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 3 days, 13:25:49, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.5402 2020-07-25 10:14:40,089 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 3 days, 13:24:37, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5465, loss: 2.5465, grad_norm: 5.5715 2020-07-25 10:14:53,652 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 3 days, 13:23:28, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7023, loss_cls: 2.4785, loss: 2.4785, grad_norm: 5.5187 2020-07-25 10:15:08,532 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 3 days, 13:22:37, time: 0.746, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.5946, loss: 2.5946, grad_norm: 5.7723 2020-07-25 10:15:21,045 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 3 days, 13:21:15, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6547, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.6562 2020-07-25 10:15:33,916 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 3 days, 13:19:59, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6797, loss_cls: 2.5496, loss: 2.5496, grad_norm: 5.4589 2020-07-25 10:15:47,170 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 3 days, 13:18:46, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.5424, loss: 2.5424, grad_norm: 5.4566 2020-07-25 10:16:01,233 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 3 days, 13:17:44, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4781, loss: 2.4781, grad_norm: 5.4706 2020-07-25 10:16:13,956 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 3 days, 13:16:26, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.3998, loss: 2.3998, grad_norm: 5.4056 2020-07-25 10:16:26,774 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 3 days, 13:15:09, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4188, top5_acc: 0.7023, loss_cls: 2.5078, loss: 2.5078, grad_norm: 5.5276 2020-07-25 10:16:40,611 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 3 days, 13:14:04, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.4483, loss: 2.4483, grad_norm: 5.5808 2020-07-25 10:16:53,220 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 3 days, 13:12:46, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6930, loss_cls: 2.5433, loss: 2.5433, grad_norm: 5.5744 2020-07-25 10:17:06,483 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 3 days, 13:11:33, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.5702, loss: 2.5702, grad_norm: 5.5456 2020-07-25 10:17:19,656 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 3 days, 13:10:22, time: 0.662, data_time: 0.009, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.5693, loss: 2.5693, grad_norm: 5.4964 2020-07-25 10:17:33,480 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 3 days, 13:09:16, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.5227, loss: 2.5227, grad_norm: 5.5081 2020-07-25 10:17:46,909 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 3 days, 13:08:09, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4463, loss: 2.4463, grad_norm: 5.5280 2020-07-25 10:18:00,476 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 3 days, 13:07:00, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4401, loss: 2.4401, grad_norm: 5.5808 2020-07-25 10:18:13,502 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 3 days, 13:05:47, time: 0.652, data_time: 0.009, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6898, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.6012 2020-07-25 10:18:27,296 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 3 days, 13:04:42, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6953, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.5683 2020-07-25 10:18:40,070 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 3 days, 13:03:25, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.5956, loss: 2.5956, grad_norm: 5.6192 2020-07-25 10:18:52,670 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 3 days, 13:02:07, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.5816, loss: 2.5816, grad_norm: 5.6077 2020-07-25 10:19:06,482 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 3 days, 13:01:03, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6805, loss_cls: 2.5507, loss: 2.5507, grad_norm: 5.5482 2020-07-25 10:19:20,567 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 3 days, 13:00:02, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5297, loss: 2.5297, grad_norm: 5.5244 2020-07-25 10:19:33,708 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 3 days, 12:58:51, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.4026, loss: 2.4026, grad_norm: 5.5996 2020-07-25 10:19:46,591 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 3 days, 12:57:35, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7070, loss_cls: 2.4019, loss: 2.4019, grad_norm: 5.5538 2020-07-25 10:20:00,152 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 3 days, 12:56:29, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6719, loss_cls: 2.5989, loss: 2.5989, grad_norm: 5.7078 2020-07-25 10:20:12,977 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 3 days, 12:55:13, time: 0.637, data_time: 0.009, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6555, loss_cls: 2.6472, loss: 2.6472, grad_norm: 5.6954 2020-07-25 10:20:27,158 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 3 days, 12:54:15, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5429, loss: 2.5429, grad_norm: 5.4714 2020-07-25 10:20:39,942 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 3 days, 12:52:58, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6836, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.5791 2020-07-25 10:20:53,854 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 3 days, 12:51:56, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5399, loss: 2.5399, grad_norm: 5.6076 2020-07-25 10:21:07,223 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 3 days, 12:50:47, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.4653, loss: 2.4653, grad_norm: 5.4868 2020-07-25 10:21:21,663 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 3 days, 12:49:52, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6820, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.5765 2020-07-25 10:21:34,191 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 3 days, 12:48:32, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4128, loss: 2.4128, grad_norm: 5.5081 2020-07-25 10:21:47,582 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 3 days, 12:47:26, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.6782 2020-07-25 10:22:00,613 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 3 days, 12:46:13, time: 0.651, data_time: 0.003, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6930, loss_cls: 2.5390, loss: 2.5390, grad_norm: 5.7141 2020-07-25 10:22:13,369 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 3 days, 12:44:57, time: 0.636, data_time: 0.009, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6852, loss_cls: 2.5285, loss: 2.5285, grad_norm: 5.6992 2020-07-25 10:22:26,335 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 3 days, 12:43:44, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5296, loss: 2.5296, grad_norm: 5.6509 2020-07-25 10:22:39,784 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 3 days, 12:42:38, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6828, loss_cls: 2.5122, loss: 2.5122, grad_norm: 5.5819 2020-07-25 10:22:53,433 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 3 days, 12:41:32, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6977, loss_cls: 2.5514, loss: 2.5514, grad_norm: 5.5989 2020-07-25 10:23:05,861 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 3 days, 12:40:14, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6664, loss_cls: 2.6533, loss: 2.6533, grad_norm: 5.6292 2020-07-25 10:23:18,643 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 3 days, 12:38:58, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.4988, loss: 2.4988, grad_norm: 5.3683 2020-07-25 10:23:32,843 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 3 days, 12:38:01, time: 0.712, data_time: 0.008, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6711, loss_cls: 2.5541, loss: 2.5541, grad_norm: 5.3551 2020-07-25 10:23:46,654 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 3 days, 12:36:58, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.5099, loss: 2.5099, grad_norm: 5.6370 2020-07-25 10:23:59,153 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 3 days, 12:35:41, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6781, loss_cls: 2.5936, loss: 2.5936, grad_norm: 5.6870 2020-07-25 10:24:13,045 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 3 days, 12:34:38, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6531, loss_cls: 2.5746, loss: 2.5746, grad_norm: 5.4522 2020-07-25 10:24:26,110 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 3 days, 12:33:28, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7016, loss_cls: 2.5193, loss: 2.5193, grad_norm: 5.4369 2020-07-25 10:24:39,160 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 3 days, 12:32:16, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4318, loss: 2.4318, grad_norm: 5.3636 2020-07-25 10:24:51,902 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 3 days, 12:31:02, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.5543 2020-07-25 10:25:04,862 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 3 days, 12:29:49, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7008, loss_cls: 2.4333, loss: 2.4333, grad_norm: 5.5903 2020-07-25 10:25:18,417 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 3 days, 12:28:45, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6813, loss_cls: 2.4775, loss: 2.4775, grad_norm: 5.4821 2020-07-25 10:25:32,154 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 3 days, 12:27:41, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5585, loss: 2.5585, grad_norm: 5.6746 2020-07-25 10:25:44,476 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 3 days, 12:26:23, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6617, loss_cls: 2.6636, loss: 2.6636, grad_norm: 5.7908 2020-07-25 10:25:57,846 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 3 days, 12:25:15, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5708, loss: 2.5708, grad_norm: 5.6613 2020-07-25 10:26:11,154 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 3 days, 12:24:08, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4618, loss: 2.4618, grad_norm: 5.5034 2020-07-25 10:26:24,645 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 3 days, 12:23:03, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5465, loss: 2.5465, grad_norm: 5.6080 2020-07-25 10:26:37,884 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 3 days, 12:21:55, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.4587, loss: 2.4587, grad_norm: 5.5209 2020-07-25 10:26:50,899 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 3 days, 12:20:43, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5629, loss: 2.5629, grad_norm: 5.5996 2020-07-25 10:27:05,461 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 3 days, 12:19:51, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6891, loss_cls: 2.4560, loss: 2.4560, grad_norm: 5.5001 2020-07-25 10:27:18,372 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 3 days, 12:18:39, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6969, loss_cls: 2.5225, loss: 2.5225, grad_norm: 5.6743 2020-07-25 10:27:32,336 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 3 days, 12:17:39, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.4575 2020-07-25 10:27:45,789 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 3 days, 12:16:33, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4439, loss: 2.4439, grad_norm: 5.4238 2020-07-25 10:27:59,288 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 3 days, 12:15:30, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.5116, loss: 2.5116, grad_norm: 5.5194 2020-07-25 10:28:11,772 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 3 days, 12:14:12, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6742, loss_cls: 2.5625, loss: 2.5625, grad_norm: 5.7468 2020-07-25 10:28:25,297 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 3 days, 12:13:08, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4871, loss: 2.4871, grad_norm: 5.5458 2020-07-25 10:28:38,584 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 3 days, 12:12:00, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.6910 2020-07-25 10:28:51,208 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 3 days, 12:10:46, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6622, loss: 2.6622, grad_norm: 5.6275 2020-07-25 10:29:05,417 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 3 days, 12:09:49, time: 0.706, data_time: 0.009, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4690, loss: 2.4690, grad_norm: 5.3810 2020-07-25 10:29:18,706 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 3 days, 12:08:44, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.4993, loss: 2.4993, grad_norm: 5.4345 2020-07-25 10:29:31,703 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 3 days, 12:07:33, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.4569 2020-07-25 10:29:44,589 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 3 days, 12:06:22, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6906, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.5959 2020-07-25 10:29:58,292 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 3 days, 12:05:20, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4903, loss: 2.4903, grad_norm: 5.6126 2020-07-25 10:30:11,273 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 3 days, 12:04:10, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6766, loss_cls: 2.5591, loss: 2.5591, grad_norm: 5.6308 2020-07-25 10:30:24,897 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 3 days, 12:03:07, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.5975, loss: 2.5975, grad_norm: 5.6282 2020-07-25 10:30:38,244 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 3 days, 12:02:02, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.4150, loss: 2.4150, grad_norm: 5.3151 2020-07-25 10:30:52,539 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 3 days, 12:01:07, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4122, loss: 2.4122, grad_norm: 5.3429 2020-07-25 10:31:05,399 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 3 days, 11:59:56, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5588, loss: 2.5588, grad_norm: 5.5758 2020-07-25 10:31:18,776 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 3 days, 11:58:50, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5208, loss: 2.5208, grad_norm: 5.5571 2020-07-25 10:31:31,650 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 3 days, 11:57:40, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.4315 2020-07-25 10:31:44,845 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 3 days, 11:56:32, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6828, loss_cls: 2.5030, loss: 2.5030, grad_norm: 5.5289 2020-07-25 10:31:58,181 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 3 days, 11:55:28, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6820, loss_cls: 2.5537, loss: 2.5537, grad_norm: 5.5658 2020-07-25 10:32:11,961 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 3 days, 11:54:27, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.5173 2020-07-25 10:32:25,010 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 3 days, 11:53:19, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.7016, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.4039 2020-07-25 10:32:37,491 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 3 days, 11:52:03, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7078, loss_cls: 2.4355, loss: 2.4355, grad_norm: 5.4964 2020-07-25 10:32:51,794 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 3 days, 11:51:10, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7086, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.6571 2020-07-25 10:33:04,708 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 3 days, 11:50:00, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6930, loss_cls: 2.5054, loss: 2.5054, grad_norm: 5.7492 2020-07-25 10:33:17,766 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 3 days, 11:48:51, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4897, loss: 2.4897, grad_norm: 5.4063 2020-07-25 10:33:31,789 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 3 days, 11:47:54, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6758, loss_cls: 2.4915, loss: 2.4915, grad_norm: 5.4579 2020-07-25 10:33:44,605 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 3 days, 11:46:44, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3837, loss: 2.3837, grad_norm: 5.4632 2020-07-25 10:33:57,816 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 3 days, 11:45:36, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6758, loss_cls: 2.5778, loss: 2.5778, grad_norm: 5.7959 2020-07-25 10:34:09,719 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-25 10:34:35,739 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 3 days, 11:43:29, time: 1.200, data_time: 0.550, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7094, loss_cls: 2.3813, loss: 2.3813, grad_norm: 5.6066 2020-07-25 10:34:47,917 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 3 days, 11:42:12, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7008, loss_cls: 2.4389, loss: 2.4389, grad_norm: 5.5817 2020-07-25 10:35:00,276 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 3 days, 11:40:55, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.5919 2020-07-25 10:35:13,255 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 3 days, 11:39:48, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4508, loss: 2.4508, grad_norm: 5.5083 2020-07-25 10:35:28,154 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 3 days, 11:39:01, time: 0.745, data_time: 0.003, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6914, loss_cls: 2.4832, loss: 2.4832, grad_norm: 5.5474 2020-07-25 10:35:41,095 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 3 days, 11:37:52, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.5170, loss: 2.5170, grad_norm: 5.6756 2020-07-25 10:35:55,023 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 3 days, 11:36:55, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6930, loss_cls: 2.5052, loss: 2.5052, grad_norm: 5.5806 2020-07-25 10:36:07,378 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 3 days, 11:35:39, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5050, loss: 2.5050, grad_norm: 5.4370 2020-07-25 10:36:20,994 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 3 days, 11:34:39, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6867, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.5546 2020-07-25 10:36:34,393 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 3 days, 11:33:34, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.4801 2020-07-25 10:36:46,667 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 3 days, 11:32:19, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.3433 2020-07-25 10:37:00,646 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 3 days, 11:31:22, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6961, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.4345 2020-07-25 10:37:13,210 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 3 days, 11:30:10, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7047, loss_cls: 2.4100, loss: 2.4100, grad_norm: 5.4642 2020-07-25 10:37:27,009 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 3 days, 11:29:10, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7008, loss_cls: 2.4310, loss: 2.4310, grad_norm: 5.6264 2020-07-25 10:37:39,385 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 3 days, 11:27:57, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3342, loss: 2.3342, grad_norm: 5.4219 2020-07-25 10:37:52,061 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 3 days, 11:26:45, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5111, loss: 2.5111, grad_norm: 5.5710 2020-07-25 10:38:05,120 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 3 days, 11:25:39, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.5822 2020-07-25 10:38:20,168 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 3 days, 11:24:55, time: 0.751, data_time: 0.004, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5469, loss: 2.5469, grad_norm: 5.5412 2020-07-25 10:38:33,438 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 3 days, 11:23:51, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4508, loss: 2.4508, grad_norm: 5.5777 2020-07-25 10:38:46,050 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 3 days, 11:22:39, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6977, loss_cls: 2.4310, loss: 2.4310, grad_norm: 5.5540 2020-07-25 10:38:58,607 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 3 days, 11:21:27, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7070, loss_cls: 2.4502, loss: 2.4502, grad_norm: 5.6898 2020-07-25 10:39:12,517 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 3 days, 11:20:30, time: 0.695, data_time: 0.010, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6984, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.5843 2020-07-25 10:39:26,355 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 3 days, 11:19:33, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6992, loss_cls: 2.4604, loss: 2.4604, grad_norm: 5.4793 2020-07-25 10:39:40,616 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 3 days, 11:18:39, time: 0.709, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.3987, loss: 2.3987, grad_norm: 5.5288 2020-07-25 10:39:53,578 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 3 days, 11:17:33, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4987, loss: 2.4987, grad_norm: 5.4815 2020-07-25 10:40:07,412 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 3 days, 11:16:34, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.5237, loss: 2.5237, grad_norm: 5.4798 2020-07-25 10:40:20,984 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 3 days, 11:15:36, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7070, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.3571 2020-07-25 10:40:34,369 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 3 days, 11:14:33, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 2.5695, loss: 2.5695, grad_norm: 5.5265 2020-07-25 10:40:47,384 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 3 days, 11:13:27, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6945, loss_cls: 2.4974, loss: 2.4974, grad_norm: 5.5045 2020-07-25 10:41:00,896 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 3 days, 11:12:26, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4485, loss: 2.4485, grad_norm: 5.6486 2020-07-25 10:41:14,322 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 3 days, 11:11:24, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4884, loss: 2.4884, grad_norm: 5.5647 2020-07-25 10:41:27,271 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 3 days, 11:10:17, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7039, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.4799 2020-07-25 10:41:41,175 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 3 days, 11:09:21, time: 0.695, data_time: 0.002, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6641, loss_cls: 2.6156, loss: 2.6156, grad_norm: 5.6750 2020-07-25 10:41:55,045 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 3 days, 11:08:23, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5272, loss: 2.5272, grad_norm: 5.4232 2020-07-25 10:42:07,998 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 3 days, 11:07:18, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6930, loss_cls: 2.5077, loss: 2.5077, grad_norm: 5.4485 2020-07-25 10:42:20,825 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 3 days, 11:06:09, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6891, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.4542 2020-07-25 10:42:35,132 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 3 days, 11:05:19, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.4753, loss: 2.4753, grad_norm: 5.5073 2020-07-25 10:42:48,657 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 3 days, 11:04:18, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4906, loss: 2.4906, grad_norm: 5.4635 2020-07-25 10:43:02,935 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 3 days, 11:03:27, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.4048, loss: 2.4048, grad_norm: 5.6132 2020-07-25 10:43:16,715 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 3 days, 11:02:29, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4606, loss: 2.4606, grad_norm: 5.6454 2020-07-25 10:43:29,097 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 3 days, 11:01:17, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.6541 2020-07-25 10:43:41,812 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 3 days, 11:00:08, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4848, loss: 2.4848, grad_norm: 5.8318 2020-07-25 10:43:55,352 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 3 days, 10:59:08, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6977, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.7873 2020-07-25 10:44:08,874 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 3 days, 10:58:08, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5464, loss: 2.5464, grad_norm: 5.6916 2020-07-25 10:44:23,379 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 3 days, 10:57:20, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4537, loss: 2.4537, grad_norm: 5.5319 2020-07-25 10:44:37,494 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 3 days, 10:56:26, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7000, loss_cls: 2.4563, loss: 2.4563, grad_norm: 5.4862 2020-07-25 10:44:50,193 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 3 days, 10:55:18, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6789, loss_cls: 2.5143, loss: 2.5143, grad_norm: 5.6349 2020-07-25 10:45:03,774 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 3 days, 10:54:19, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.5184 2020-07-25 10:45:17,354 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 3 days, 10:53:21, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6867, loss_cls: 2.3856, loss: 2.3856, grad_norm: 5.4144 2020-07-25 10:45:30,760 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 3 days, 10:52:19, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5324, loss: 2.5324, grad_norm: 5.6629 2020-07-25 10:45:44,384 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 3 days, 10:51:22, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.7008, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.5104 2020-07-25 10:45:58,150 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 3 days, 10:50:25, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6953, loss_cls: 2.5248, loss: 2.5248, grad_norm: 5.5311 2020-07-25 10:46:10,543 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 3 days, 10:49:13, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7023, loss_cls: 2.4305, loss: 2.4305, grad_norm: 5.4339 2020-07-25 10:46:24,101 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 3 days, 10:48:14, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4654, loss: 2.4654, grad_norm: 5.5790 2020-07-25 10:46:37,355 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 3 days, 10:47:12, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4817, loss: 2.4817, grad_norm: 5.6976 2020-07-25 10:46:51,687 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 3 days, 10:46:22, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.5192 2020-07-25 10:47:04,744 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 3 days, 10:45:18, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3624, loss: 2.3624, grad_norm: 5.4311 2020-07-25 10:47:18,497 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 3 days, 10:44:21, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7063, loss_cls: 2.4040, loss: 2.4040, grad_norm: 5.6267 2020-07-25 10:47:31,164 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 3 days, 10:43:13, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5187, loss: 2.5187, grad_norm: 5.7004 2020-07-25 10:47:45,145 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 3 days, 10:42:19, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6789, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.7230 2020-07-25 10:47:57,782 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 3 days, 10:41:11, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6648, loss_cls: 2.5824, loss: 2.5824, grad_norm: 5.6223 2020-07-25 10:48:11,686 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 3 days, 10:40:15, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.4736, loss: 2.4736, grad_norm: 5.5872 2020-07-25 10:48:24,247 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 3 days, 10:39:07, time: 0.634, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4235, loss: 2.4235, grad_norm: 5.5753 2020-07-25 10:48:38,447 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 3 days, 10:38:16, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.6030, loss: 2.6030, grad_norm: 5.7460 2020-07-25 10:48:51,703 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 3 days, 10:37:15, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5235, loss: 2.5235, grad_norm: 5.6391 2020-07-25 10:49:06,500 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 3 days, 10:36:30, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4427, loss: 2.4427, grad_norm: 5.3669 2020-07-25 10:49:19,217 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 3 days, 10:35:23, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.4719, loss: 2.4719, grad_norm: 5.5996 2020-07-25 10:49:32,532 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 3 days, 10:34:21, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.6314 2020-07-25 10:49:45,231 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 3 days, 10:33:15, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.3963 2020-07-25 10:49:58,084 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 3 days, 10:32:09, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.5051, loss: 2.5051, grad_norm: 5.6667 2020-07-25 10:50:12,157 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 3 days, 10:31:17, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6852, loss_cls: 2.4817, loss: 2.4817, grad_norm: 5.6165 2020-07-25 10:50:24,714 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 3 days, 10:30:09, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4144, loss: 2.4144, grad_norm: 5.4606 2020-07-25 10:50:38,509 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 3 days, 10:29:14, time: 0.692, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.4970, loss: 2.4970, grad_norm: 5.5923 2020-07-25 10:50:51,056 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 3 days, 10:28:05, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.7047, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.6304 2020-07-25 10:51:04,102 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 3 days, 10:27:02, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4456, loss: 2.4456, grad_norm: 5.5587 2020-07-25 10:51:18,224 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 3 days, 10:26:10, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.4706, loss: 2.4706, grad_norm: 5.5016 2020-07-25 10:51:32,345 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 3 days, 10:25:19, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.4749, loss: 2.4749, grad_norm: 5.5980 2020-07-25 10:51:44,740 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 3 days, 10:24:09, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.3800 2020-07-25 10:51:58,288 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 3 days, 10:23:12, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.4131, loss: 2.4131, grad_norm: 5.5403 2020-07-25 10:52:11,178 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 3 days, 10:22:07, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4669, loss: 2.4669, grad_norm: 5.5676 2020-07-25 10:52:24,399 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 3 days, 10:21:07, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.4482 2020-07-25 10:52:37,042 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 3 days, 10:19:59, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.4121, loss: 2.4121, grad_norm: 5.5361 2020-07-25 10:52:51,963 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 3 days, 10:19:17, time: 0.749, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6914, loss_cls: 2.4676, loss: 2.4676, grad_norm: 5.5989 2020-07-25 10:53:05,525 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 3 days, 10:18:20, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5410, loss: 2.5410, grad_norm: 5.6673 2020-07-25 10:53:18,701 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 3 days, 10:17:19, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6898, loss_cls: 2.4922, loss: 2.4922, grad_norm: 5.4740 2020-07-25 10:53:32,268 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 3 days, 10:16:22, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4496, loss: 2.4496, grad_norm: 5.5961 2020-07-25 10:53:44,842 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 3 days, 10:15:15, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4926, loss: 2.4926, grad_norm: 5.4751 2020-07-25 10:53:58,954 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 3 days, 10:14:22, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4657, loss: 2.4657, grad_norm: 5.5990 2020-07-25 10:54:12,512 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 3 days, 10:13:27, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.5249, loss: 2.5249, grad_norm: 5.7494 2020-07-25 10:54:25,398 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 3 days, 10:12:23, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4415, loss: 2.4415, grad_norm: 5.5543 2020-07-25 10:54:38,981 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 3 days, 10:11:27, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6906, loss_cls: 2.4165, loss: 2.4165, grad_norm: 5.4200 2020-07-25 10:54:52,180 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 3 days, 10:10:26, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.5178, loss: 2.5178, grad_norm: 5.6880 2020-07-25 10:55:05,413 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 3 days, 10:09:26, time: 0.662, data_time: 0.003, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6953, loss_cls: 2.4695, loss: 2.4695, grad_norm: 5.8016 2020-07-25 10:55:19,372 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 3 days, 10:08:33, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7148, loss_cls: 2.3970, loss: 2.3970, grad_norm: 5.5360 2020-07-25 10:55:33,745 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 3 days, 10:07:46, time: 0.722, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7094, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.5294 2020-07-25 10:55:46,069 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 3 days, 10:06:35, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7156, loss_cls: 2.4539, loss: 2.4539, grad_norm: 5.6420 2020-07-25 10:55:59,098 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 3 days, 10:05:35, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.3969, loss: 2.3969, grad_norm: 5.4960 2020-07-25 10:56:11,928 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 3 days, 10:04:30, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4840, loss: 2.4840, grad_norm: 5.4796 2020-07-25 10:56:25,066 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 3 days, 10:03:30, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.5969 2020-07-25 10:56:37,760 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 3 days, 10:02:23, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.4371 2020-07-25 10:56:51,775 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 3 days, 10:01:33, time: 0.705, data_time: 0.009, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.5009, loss: 2.5009, grad_norm: 5.5311 2020-07-25 10:57:05,157 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 3 days, 10:00:35, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5227, loss: 2.5227, grad_norm: 5.5609 2020-07-25 10:57:18,504 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 3 days, 9:59:37, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7039, loss_cls: 2.4326, loss: 2.4326, grad_norm: 5.6437 2020-07-25 10:57:31,171 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 3 days, 9:58:31, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7102, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.5217 2020-07-25 10:57:44,099 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 3 days, 9:57:29, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.4287, loss: 2.4287, grad_norm: 5.5015 2020-07-25 10:57:57,357 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 3 days, 9:56:30, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.4563, loss: 2.4563, grad_norm: 5.5913 2020-07-25 10:58:11,412 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 3 days, 9:55:40, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4816, loss: 2.4816, grad_norm: 5.6256 2020-07-25 10:58:23,948 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 3 days, 9:54:33, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.4849, loss: 2.4849, grad_norm: 5.5570 2020-07-25 10:58:36,589 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 3 days, 9:53:27, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.4310, loss: 2.4310, grad_norm: 5.6507 2020-07-25 10:58:49,675 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 3 days, 9:52:26, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6805, loss_cls: 2.5233, loss: 2.5233, grad_norm: 5.6577 2020-07-25 10:59:02,672 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 3 days, 9:51:26, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.5855, loss: 2.5855, grad_norm: 5.5451 2020-07-25 10:59:15,968 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 3 days, 9:50:27, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6664, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.3761 2020-07-25 10:59:28,711 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 3 days, 9:49:23, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.5568, loss: 2.5568, grad_norm: 5.4903 2020-07-25 10:59:41,939 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 3 days, 9:48:24, time: 0.662, data_time: 0.004, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6859, loss_cls: 2.4691, loss: 2.4691, grad_norm: 5.5324 2020-07-25 10:59:55,399 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 3 days, 9:47:27, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.4344, top5_acc: 0.7023, loss_cls: 2.4018, loss: 2.4018, grad_norm: 5.4664 2020-07-25 11:00:09,010 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 3 days, 9:46:31, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.5843 2020-07-25 11:00:22,880 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 3 days, 9:45:40, time: 0.699, data_time: 0.021, memory: 5170, top1_acc: 0.4242, top5_acc: 0.7031, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.6626 2020-07-25 11:00:36,372 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 3 days, 9:44:46, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.4679, loss: 2.4679, grad_norm: 5.5720 2020-07-25 11:00:50,517 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 3 days, 9:43:56, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6852, loss_cls: 2.4398, loss: 2.4398, grad_norm: 5.5148 2020-07-25 11:01:04,205 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 3 days, 9:43:03, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7031, loss_cls: 2.4237, loss: 2.4237, grad_norm: 5.7289 2020-07-25 11:01:17,435 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 3 days, 9:42:04, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6937, loss_cls: 2.4530, loss: 2.4530, grad_norm: 5.6188 2020-07-25 11:01:30,148 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 3 days, 9:41:00, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.6286 2020-07-25 11:01:42,862 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 3 days, 9:39:56, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5560, loss: 2.5560, grad_norm: 5.5553 2020-07-25 11:01:57,165 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 3 days, 9:39:09, time: 0.715, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7133, loss_cls: 2.3669, loss: 2.3669, grad_norm: 5.4302 2020-07-25 11:02:10,704 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 3 days, 9:38:15, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.5798 2020-07-25 11:02:23,359 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 3 days, 9:37:10, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.5998 2020-07-25 11:02:37,130 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 3 days, 9:36:18, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4501, loss: 2.4501, grad_norm: 5.7576 2020-07-25 11:02:49,707 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 3 days, 9:35:13, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7000, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.6175 2020-07-25 11:03:03,084 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 3 days, 9:34:16, time: 0.666, data_time: 0.010, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6906, loss_cls: 2.4254, loss: 2.4254, grad_norm: 5.4751 2020-07-25 11:03:16,345 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 3 days, 9:33:19, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.4257, loss: 2.4257, grad_norm: 5.5025 2020-07-25 11:03:29,117 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 3 days, 9:32:16, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7266, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.4399 2020-07-25 11:03:41,857 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 3 days, 9:31:13, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4901, loss: 2.4901, grad_norm: 5.5747 2020-07-25 11:03:54,979 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 3 days, 9:30:13, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.6874 2020-07-25 11:04:08,378 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 3 days, 9:29:18, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6969, loss_cls: 2.4561, loss: 2.4561, grad_norm: 5.5299 2020-07-25 11:04:21,938 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 3 days, 9:28:23, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.4901, loss: 2.4901, grad_norm: 5.4804 2020-07-25 11:04:34,660 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 3 days, 9:27:21, time: 0.642, data_time: 0.009, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4345, loss: 2.4345, grad_norm: 5.4680 2020-07-25 11:04:47,475 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 3 days, 9:26:19, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6898, loss_cls: 2.5192, loss: 2.5192, grad_norm: 5.5137 2020-07-25 11:05:00,699 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 3 days, 9:25:21, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5004, loss: 2.5004, grad_norm: 5.6035 2020-07-25 11:05:14,145 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 3 days, 9:24:26, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.4022, loss: 2.4022, grad_norm: 5.5440 2020-07-25 11:05:26,907 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 3 days, 9:23:23, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5601, loss: 2.5601, grad_norm: 5.5824 2020-07-25 11:05:40,151 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 3 days, 9:22:27, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.4326, loss: 2.4326, grad_norm: 5.4012 2020-07-25 11:05:53,393 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 3 days, 9:21:28, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.4550 2020-07-25 11:06:06,354 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 3 days, 9:20:29, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6859, loss_cls: 2.5148, loss: 2.5148, grad_norm: 5.5852 2020-07-25 11:06:20,115 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 3 days, 9:19:37, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7008, loss_cls: 2.4522, loss: 2.4522, grad_norm: 5.6608 2020-07-25 11:06:34,091 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 3 days, 9:18:48, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7039, loss_cls: 2.4757, loss: 2.4757, grad_norm: 5.6597 2020-07-25 11:06:46,948 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 3 days, 9:17:47, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5370, loss: 2.5370, grad_norm: 5.5952 2020-07-25 11:07:00,415 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 3 days, 9:16:53, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4494, loss: 2.4494, grad_norm: 5.5334 2020-07-25 11:07:13,253 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 3 days, 9:15:52, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5258, loss: 2.5258, grad_norm: 5.6951 2020-07-25 11:07:27,259 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 3 days, 9:15:03, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4465, loss: 2.4465, grad_norm: 5.4732 2020-07-25 11:07:40,075 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 3 days, 9:14:01, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.5286 2020-07-25 11:07:55,261 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 3 days, 9:13:25, time: 0.763, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.4691 2020-07-25 11:08:07,719 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 3 days, 9:12:19, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6859, loss_cls: 2.5101, loss: 2.5101, grad_norm: 5.5001 2020-07-25 11:08:20,336 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 3 days, 9:11:17, time: 0.638, data_time: 0.009, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7109, loss_cls: 2.4172, loss: 2.4172, grad_norm: 5.5414 2020-07-25 11:08:33,847 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 3 days, 9:10:23, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4256, loss: 2.4256, grad_norm: 5.5382 2020-07-25 11:08:46,647 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 3 days, 9:09:22, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5098, loss: 2.5098, grad_norm: 5.6152 2020-07-25 11:08:59,854 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 3 days, 9:08:25, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.5385, loss: 2.5385, grad_norm: 5.6225 2020-07-25 11:09:13,715 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 3 days, 9:07:35, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5350, loss: 2.5350, grad_norm: 5.5159 2020-07-25 11:09:27,600 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 3 days, 9:06:45, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7148, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.4189 2020-07-25 11:09:40,851 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 3 days, 9:05:49, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6625, loss_cls: 2.5931, loss: 2.5931, grad_norm: 5.5582 2020-07-25 11:09:54,412 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 3 days, 9:04:55, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6992, loss_cls: 2.3941, loss: 2.3941, grad_norm: 5.5066 2020-07-25 11:10:07,619 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 3 days, 9:04:00, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.5145, loss: 2.5145, grad_norm: 5.5886 2020-07-25 11:10:20,990 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 3 days, 9:03:04, time: 0.664, data_time: 0.010, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.4205 2020-07-25 11:10:33,797 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 3 days, 9:02:04, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6945, loss_cls: 2.4616, loss: 2.4616, grad_norm: 5.5562 2020-07-25 11:10:46,718 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 3 days, 9:01:05, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6984, loss_cls: 2.4253, loss: 2.4253, grad_norm: 5.4442 2020-07-25 11:10:59,597 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 3 days, 9:00:05, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4771, loss: 2.4771, grad_norm: 5.4890 2020-07-25 11:11:13,488 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 3 days, 8:59:16, time: 0.696, data_time: 0.003, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5205, loss: 2.5205, grad_norm: 5.4736 2020-07-25 11:11:26,851 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 3 days, 8:58:21, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4704, loss: 2.4704, grad_norm: 5.5097 2020-07-25 11:11:39,764 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 3 days, 8:57:22, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4453, loss: 2.4453, grad_norm: 5.5139 2020-07-25 11:11:54,244 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 3 days, 8:56:39, time: 0.722, data_time: 0.010, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6703, loss_cls: 2.5512, loss: 2.5512, grad_norm: 5.6412 2020-07-25 11:12:07,939 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 3 days, 8:55:48, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.4749, loss: 2.4749, grad_norm: 5.4948 2020-07-25 11:12:20,606 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 3 days, 8:54:46, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.5723, loss: 2.5723, grad_norm: 5.6614 2020-07-25 11:12:33,097 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 3 days, 8:53:43, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4890, loss: 2.4890, grad_norm: 5.5644 2020-07-25 11:12:46,263 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 3 days, 8:52:45, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4618, loss: 2.4618, grad_norm: 5.3711 2020-07-25 11:13:00,752 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 3 days, 8:52:04, time: 0.731, data_time: 0.009, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.5032 2020-07-25 11:13:13,416 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 3 days, 8:51:02, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.5031, loss: 2.5031, grad_norm: 5.5180 2020-07-25 11:13:27,045 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 3 days, 8:50:11, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.5282 2020-07-25 11:13:40,027 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 3 days, 8:49:13, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.4948, loss: 2.4948, grad_norm: 5.5570 2020-07-25 11:13:52,859 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 3 days, 8:48:13, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5584, loss: 2.5584, grad_norm: 5.7297 2020-07-25 11:14:06,828 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 3 days, 8:47:25, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.5575, loss: 2.5575, grad_norm: 5.4929 2020-07-25 11:14:19,733 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 3 days, 8:46:26, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4418, loss: 2.4418, grad_norm: 5.3908 2020-07-25 11:14:32,580 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 3 days, 8:45:28, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5505, loss: 2.5505, grad_norm: 5.5390 2020-07-25 11:14:46,195 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 3 days, 8:44:36, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.4524 2020-07-25 11:14:59,210 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 3 days, 8:43:39, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6813, loss_cls: 2.5552, loss: 2.5552, grad_norm: 5.6730 2020-07-25 11:15:12,873 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 3 days, 8:42:47, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5459, loss: 2.5459, grad_norm: 5.6210 2020-07-25 11:15:26,881 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 3 days, 8:42:01, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.3531 2020-07-25 11:15:39,486 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 3 days, 8:40:58, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3982, loss: 2.3982, grad_norm: 5.2708 2020-07-25 11:15:52,076 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 3 days, 8:39:58, time: 0.634, data_time: 0.009, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.5021, loss: 2.5021, grad_norm: 5.4672 2020-07-25 11:16:03,880 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-25 11:16:28,892 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 3 days, 8:38:06, time: 1.175, data_time: 0.569, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.3585 2020-07-25 11:16:41,559 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 3 days, 8:37:06, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3642, loss: 2.3642, grad_norm: 5.4223 2020-07-25 11:16:54,404 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 3 days, 8:36:07, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.3115 2020-07-25 11:17:07,258 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 3 days, 8:35:09, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.4252, loss: 2.4252, grad_norm: 5.5535 2020-07-25 11:17:20,232 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 3 days, 8:34:11, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6836, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.3575 2020-07-25 11:17:33,854 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 3 days, 8:33:20, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.3219, loss: 2.3219, grad_norm: 5.4294 2020-07-25 11:17:47,488 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 3 days, 8:32:30, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7109, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.5966 2020-07-25 11:18:00,196 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 3 days, 8:31:30, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7000, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.5540 2020-07-25 11:18:13,983 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 3 days, 8:30:41, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7047, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.5523 2020-07-25 11:18:27,701 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 3 days, 8:29:51, time: 0.684, data_time: 0.004, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4659, loss: 2.4659, grad_norm: 5.4632 2020-07-25 11:18:41,359 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 3 days, 8:29:02, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.5753 2020-07-25 11:18:54,074 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 3 days, 8:28:01, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4705, loss: 2.4705, grad_norm: 5.4273 2020-07-25 11:19:07,108 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 3 days, 8:27:06, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6914, loss_cls: 2.4362, loss: 2.4362, grad_norm: 5.4546 2020-07-25 11:19:20,963 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 3 days, 8:26:17, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7055, loss_cls: 2.4005, loss: 2.4005, grad_norm: 5.4870 2020-07-25 11:19:35,040 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 3 days, 8:25:32, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.4768, loss: 2.4768, grad_norm: 5.4918 2020-07-25 11:19:47,801 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 3 days, 8:24:32, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.4420, loss: 2.4420, grad_norm: 5.6379 2020-07-25 11:20:00,635 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 3 days, 8:23:35, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3588, loss: 2.3588, grad_norm: 5.5323 2020-07-25 11:20:13,773 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 3 days, 8:22:39, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.4226, loss: 2.4226, grad_norm: 5.4970 2020-07-25 11:20:26,887 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 3 days, 8:21:45, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.4089, loss: 2.4089, grad_norm: 5.4351 2020-07-25 11:20:41,060 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 3 days, 8:20:59, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3202, loss: 2.3202, grad_norm: 5.5898 2020-07-25 11:20:53,478 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 3 days, 8:19:58, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.3235, loss: 2.3235, grad_norm: 5.5071 2020-07-25 11:21:07,405 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 3 days, 8:19:10, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3951, loss: 2.3951, grad_norm: 5.4472 2020-07-25 11:21:20,988 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 3 days, 8:18:21, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7047, loss_cls: 2.3614, loss: 2.3614, grad_norm: 5.4091 2020-07-25 11:21:34,032 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 3 days, 8:17:25, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6844, loss_cls: 2.5262, loss: 2.5262, grad_norm: 5.6336 2020-07-25 11:21:48,215 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 3 days, 8:16:41, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7273, loss_cls: 2.3525, loss: 2.3525, grad_norm: 5.5465 2020-07-25 11:22:00,741 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 3 days, 8:15:39, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.3814, loss: 2.3814, grad_norm: 5.3555 2020-07-25 11:22:13,674 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 3 days, 8:14:43, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7078, loss_cls: 2.4066, loss: 2.4066, grad_norm: 5.5438 2020-07-25 11:22:27,224 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 3 days, 8:13:53, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.5037 2020-07-25 11:22:40,947 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 3 days, 8:13:04, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5266, loss: 2.5266, grad_norm: 5.5406 2020-07-25 11:22:54,268 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 3 days, 8:12:11, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.4171 2020-07-25 11:23:06,804 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 3 days, 8:11:11, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4640, loss: 2.4640, grad_norm: 5.6430 2020-07-25 11:23:20,453 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 3 days, 8:10:21, time: 0.680, data_time: 0.011, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.4230, loss: 2.4230, grad_norm: 5.5530 2020-07-25 11:23:33,944 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 3 days, 8:09:31, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3635, loss: 2.3635, grad_norm: 5.5557 2020-07-25 11:23:48,242 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 3 days, 8:08:48, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.4360, loss: 2.4360, grad_norm: 5.5995 2020-07-25 11:24:00,404 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 3 days, 8:07:45, time: 0.608, data_time: 0.001, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5370, loss: 2.5370, grad_norm: 5.7099 2020-07-25 11:24:13,966 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 3 days, 8:06:53, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4374, loss: 2.4374, grad_norm: 5.4710 2020-07-25 11:24:27,891 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 3 days, 8:06:08, time: 0.702, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4224, loss: 2.4224, grad_norm: 5.5464 2020-07-25 11:24:40,844 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 3 days, 8:05:12, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6914, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.5584 2020-07-25 11:24:55,989 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 3 days, 8:04:38, time: 0.756, data_time: 0.003, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7133, loss_cls: 2.3828, loss: 2.3828, grad_norm: 5.6191 2020-07-25 11:25:09,047 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 3 days, 8:03:43, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.6898, loss_cls: 2.4055, loss: 2.4055, grad_norm: 5.5514 2020-07-25 11:25:21,940 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 3 days, 8:02:47, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.3063, loss: 2.3063, grad_norm: 5.6228 2020-07-25 11:25:34,603 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 3 days, 8:01:48, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.5667 2020-07-25 11:25:47,742 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 3 days, 8:00:54, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.4777 2020-07-25 11:26:01,381 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 3 days, 8:00:06, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3634, loss: 2.3634, grad_norm: 5.6904 2020-07-25 11:26:14,431 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 3 days, 7:59:10, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6883, loss_cls: 2.4310, loss: 2.4310, grad_norm: 5.5210 2020-07-25 11:26:27,690 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 3 days, 7:58:18, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.3930, loss: 2.3930, grad_norm: 5.7605 2020-07-25 11:26:41,161 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 3 days, 7:57:28, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.6114 2020-07-25 11:26:53,681 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 3 days, 7:56:28, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.4455, loss: 2.4455, grad_norm: 5.5578 2020-07-25 11:27:08,240 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 3 days, 7:55:49, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7031, loss_cls: 2.4196, loss: 2.4196, grad_norm: 5.4995 2020-07-25 11:27:22,150 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 3 days, 7:55:03, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.3678, loss: 2.3678, grad_norm: 5.6063 2020-07-25 11:27:34,571 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 3 days, 7:54:02, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.6507 2020-07-25 11:27:48,313 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 3 days, 7:53:15, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.7039, loss_cls: 2.4405, loss: 2.4405, grad_norm: 5.7389 2020-07-25 11:28:01,369 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 3 days, 7:52:20, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.6669 2020-07-25 11:28:14,166 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 3 days, 7:51:24, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.6956 2020-07-25 11:28:27,105 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 3 days, 7:50:28, time: 0.644, data_time: 0.012, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6852, loss_cls: 2.4943, loss: 2.4943, grad_norm: 5.5621 2020-07-25 11:28:41,532 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 3 days, 7:49:48, time: 0.725, data_time: 0.010, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7055, loss_cls: 2.4292, loss: 2.4292, grad_norm: 5.5826 2020-07-25 11:28:53,954 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 3 days, 7:48:47, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.3536 2020-07-25 11:29:08,231 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 3 days, 7:48:05, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4619, loss: 2.4619, grad_norm: 5.4518 2020-07-25 11:29:21,296 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 3 days, 7:47:11, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7117, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.5037 2020-07-25 11:29:35,725 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 3 days, 7:46:31, time: 0.721, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6852, loss_cls: 2.4019, loss: 2.4019, grad_norm: 5.5876 2020-07-25 11:29:49,002 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 3 days, 7:45:39, time: 0.667, data_time: 0.009, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6875, loss_cls: 2.4548, loss: 2.4548, grad_norm: 5.7040 2020-07-25 11:30:01,498 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 3 days, 7:44:40, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7023, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.6349 2020-07-25 11:30:14,541 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 3 days, 7:43:46, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7117, loss_cls: 2.4084, loss: 2.4084, grad_norm: 5.4374 2020-07-25 11:30:27,433 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 3 days, 7:42:51, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4484, loss: 2.4484, grad_norm: 5.5393 2020-07-25 11:30:42,024 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 3 days, 7:42:12, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7023, loss_cls: 2.4197, loss: 2.4197, grad_norm: 5.5603 2020-07-25 11:30:54,394 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 3 days, 7:41:11, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4622, loss: 2.4622, grad_norm: 5.6181 2020-07-25 11:31:07,634 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 3 days, 7:40:20, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4417, loss: 2.4417, grad_norm: 5.5605 2020-07-25 11:31:21,514 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 3 days, 7:39:34, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3882, loss: 2.3882, grad_norm: 5.5220 2020-07-25 11:31:36,113 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 3 days, 7:38:56, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7242, loss_cls: 2.3458, loss: 2.3458, grad_norm: 5.6020 2020-07-25 11:31:48,768 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 3 days, 7:37:58, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.4379, loss: 2.4379, grad_norm: 5.5350 2020-07-25 11:32:02,028 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 3 days, 7:37:07, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.5185, loss: 2.5185, grad_norm: 5.5948 2020-07-25 11:32:15,027 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 3 days, 7:36:13, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6852, loss_cls: 2.4920, loss: 2.4920, grad_norm: 5.4129 2020-07-25 11:32:28,417 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 3 days, 7:35:23, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6883, loss_cls: 2.5238, loss: 2.5238, grad_norm: 5.6669 2020-07-25 11:32:41,757 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 3 days, 7:34:33, time: 0.667, data_time: 0.003, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7086, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.5029 2020-07-25 11:32:55,121 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 3 days, 7:33:42, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6977, loss_cls: 2.5310, loss: 2.5310, grad_norm: 5.6009 2020-07-25 11:33:08,832 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 3 days, 7:32:56, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.4769 2020-07-25 11:33:21,328 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 3 days, 7:31:57, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.5634 2020-07-25 11:33:34,300 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 3 days, 7:31:03, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6883, loss_cls: 2.5320, loss: 2.5320, grad_norm: 5.6848 2020-07-25 11:33:48,226 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 3 days, 7:30:18, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3710, loss: 2.3710, grad_norm: 5.5157 2020-07-25 11:34:02,990 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 3 days, 7:29:42, time: 0.742, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4378, loss: 2.4378, grad_norm: 5.4424 2020-07-25 11:34:15,898 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 3 days, 7:28:47, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4555, loss: 2.4555, grad_norm: 5.5273 2020-07-25 11:34:29,328 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 3 days, 7:27:58, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4500, loss: 2.4500, grad_norm: 5.4702 2020-07-25 11:34:43,740 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 3 days, 7:27:18, time: 0.718, data_time: 0.108, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.4938, loss: 2.4938, grad_norm: 5.6589 2020-07-25 11:34:57,643 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 3 days, 7:26:34, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.3613, loss: 2.3613, grad_norm: 5.4348 2020-07-25 11:35:10,613 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 3 days, 7:25:39, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5591, loss: 2.5591, grad_norm: 5.7264 2020-07-25 11:35:24,153 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 3 days, 7:24:52, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.4214, loss: 2.4214, grad_norm: 5.5431 2020-07-25 11:35:37,526 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 3 days, 7:24:01, time: 0.665, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7172, loss_cls: 2.3609, loss: 2.3609, grad_norm: 5.4882 2020-07-25 11:35:50,305 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 3 days, 7:23:07, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3883, loss: 2.3883, grad_norm: 5.4321 2020-07-25 11:36:03,811 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 3 days, 7:22:17, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7234, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.4302 2020-07-25 11:36:17,303 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 3 days, 7:21:30, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6937, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.6010 2020-07-25 11:36:30,676 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 3 days, 7:20:40, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6734, loss_cls: 2.4970, loss: 2.4970, grad_norm: 5.5616 2020-07-25 11:36:44,027 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 3 days, 7:19:51, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6867, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.7290 2020-07-25 11:36:57,971 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 3 days, 7:19:06, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6805, loss_cls: 2.4402, loss: 2.4402, grad_norm: 5.5822 2020-07-25 11:37:11,394 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 3 days, 7:18:18, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.4495, loss: 2.4495, grad_norm: 5.5580 2020-07-25 11:37:25,254 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 3 days, 7:17:33, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4409, loss: 2.4409, grad_norm: 5.4664 2020-07-25 11:37:37,811 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 3 days, 7:16:36, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4848, loss: 2.4848, grad_norm: 5.4720 2020-07-25 11:37:51,829 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 3 days, 7:15:53, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.5293 2020-07-25 11:38:04,389 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 3 days, 7:14:56, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.4744 2020-07-25 11:38:18,299 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 3 days, 7:14:12, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.3962, loss: 2.3962, grad_norm: 5.3812 2020-07-25 11:38:31,196 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 3 days, 7:13:18, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.4879 2020-07-25 11:38:43,974 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 3 days, 7:12:23, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.3844, loss: 2.3844, grad_norm: 5.4547 2020-07-25 11:38:57,735 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 3 days, 7:11:38, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.5914, loss: 2.5914, grad_norm: 5.6283 2020-07-25 11:39:10,624 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 3 days, 7:10:44, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.4989, loss: 2.4989, grad_norm: 5.4539 2020-07-25 11:39:23,917 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 3 days, 7:09:55, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6836, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.4028 2020-07-25 11:39:37,905 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 3 days, 7:09:11, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.4994 2020-07-25 11:39:51,985 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 3 days, 7:08:29, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.6069 2020-07-25 11:40:04,920 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 3 days, 7:07:36, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.5629 2020-07-25 11:40:17,836 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 3 days, 7:06:43, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7102, loss_cls: 2.3808, loss: 2.3808, grad_norm: 5.4805 2020-07-25 11:40:31,884 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 3 days, 7:06:00, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.4285, loss: 2.4285, grad_norm: 5.4588 2020-07-25 11:40:45,509 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 3 days, 7:05:14, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6953, loss_cls: 2.4511, loss: 2.4511, grad_norm: 5.5426 2020-07-25 11:40:58,330 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 3 days, 7:04:20, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4266, top5_acc: 0.7008, loss_cls: 2.4139, loss: 2.4139, grad_norm: 5.4877 2020-07-25 11:41:11,604 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 3 days, 7:03:31, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7039, loss_cls: 2.3958, loss: 2.3958, grad_norm: 5.4266 2020-07-25 11:41:24,365 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 3 days, 7:02:36, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.5193, loss: 2.5193, grad_norm: 5.6242 2020-07-25 11:41:38,503 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 3 days, 7:01:55, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6758, loss_cls: 2.5988, loss: 2.5988, grad_norm: 5.7347 2020-07-25 11:41:51,446 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 3 days, 7:01:02, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6977, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.4742 2020-07-25 11:42:03,975 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 3 days, 7:00:06, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6961, loss_cls: 2.4676, loss: 2.4676, grad_norm: 5.7312 2020-07-25 11:42:17,225 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 3 days, 6:59:16, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5342, loss: 2.5342, grad_norm: 5.5833 2020-07-25 11:42:30,032 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 3 days, 6:58:22, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3391, loss: 2.3391, grad_norm: 5.2324 2020-07-25 11:42:44,497 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 3 days, 6:57:44, time: 0.723, data_time: 0.009, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4570, loss: 2.4570, grad_norm: 5.7929 2020-07-25 11:42:57,292 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 3 days, 6:56:50, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7094, loss_cls: 2.4047, loss: 2.4047, grad_norm: 5.5983 2020-07-25 11:43:10,718 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 3 days, 6:56:03, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.6042 2020-07-25 11:43:23,430 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 3 days, 6:55:07, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.5094, loss: 2.5094, grad_norm: 5.7171 2020-07-25 11:43:37,637 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 3 days, 6:54:28, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7063, loss_cls: 2.3961, loss: 2.3961, grad_norm: 5.5477 2020-07-25 11:43:50,200 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 3 days, 6:53:32, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7188, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.6616 2020-07-25 11:44:04,821 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 3 days, 6:52:56, time: 0.734, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4204, loss: 2.4204, grad_norm: 5.6204 2020-07-25 11:44:17,786 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 3 days, 6:52:03, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6852, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.6818 2020-07-25 11:44:31,106 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 3 days, 6:51:15, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.4608 2020-07-25 11:44:43,815 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 3 days, 6:50:20, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.3978, loss: 2.3978, grad_norm: 5.6934 2020-07-25 11:44:56,939 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 3 days, 6:49:31, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.5109 2020-07-25 11:45:10,475 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 3 days, 6:48:44, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7063, loss_cls: 2.3871, loss: 2.3871, grad_norm: 5.4866 2020-07-25 11:45:23,955 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 3 days, 6:47:57, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.3793, loss: 2.3793, grad_norm: 5.4569 2020-07-25 11:45:37,034 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 3 days, 6:47:06, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.5363, loss: 2.5363, grad_norm: 5.5549 2020-07-25 11:45:50,398 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 3 days, 6:46:18, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.3886, loss: 2.3886, grad_norm: 5.4270 2020-07-25 11:46:03,290 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 3 days, 6:45:26, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.4128 2020-07-25 11:46:17,541 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 3 days, 6:44:46, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.4828 2020-07-25 11:46:30,592 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 3 days, 6:43:56, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.5541 2020-07-25 11:46:44,448 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 3 days, 6:43:12, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5102, loss: 2.5102, grad_norm: 5.5307 2020-07-25 11:46:58,608 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 3 days, 6:42:32, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6992, loss_cls: 2.4374, loss: 2.4374, grad_norm: 5.3836 2020-07-25 11:47:11,044 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 3 days, 6:41:35, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7203, loss_cls: 2.2759, loss: 2.2759, grad_norm: 5.4642 2020-07-25 11:47:24,591 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 3 days, 6:40:50, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3941, loss: 2.3941, grad_norm: 5.4217 2020-07-25 11:47:37,764 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 3 days, 6:40:00, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6664, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.6541 2020-07-25 11:47:50,685 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 3 days, 6:39:09, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.5002, loss: 2.5002, grad_norm: 5.5621 2020-07-25 11:48:04,317 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 3 days, 6:38:24, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6867, loss_cls: 2.5120, loss: 2.5120, grad_norm: 5.6389 2020-07-25 11:48:17,343 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 3 days, 6:37:33, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7141, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.5330 2020-07-25 11:48:30,379 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 3 days, 6:36:42, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.3485 2020-07-25 11:48:43,838 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 3 days, 6:35:56, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3778, loss: 2.3778, grad_norm: 5.5355 2020-07-25 11:48:56,764 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 3 days, 6:35:04, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.3431, loss: 2.3431, grad_norm: 5.5624 2020-07-25 11:49:09,727 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 3 days, 6:34:13, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4863, loss: 2.4863, grad_norm: 5.5623 2020-07-25 11:49:22,981 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 3 days, 6:33:25, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4654, loss: 2.4654, grad_norm: 5.4929 2020-07-25 11:49:37,024 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 3 days, 6:32:44, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3639, loss: 2.3639, grad_norm: 5.3760 2020-07-25 11:49:49,662 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 3 days, 6:31:50, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7070, loss_cls: 2.3998, loss: 2.3998, grad_norm: 5.5541 2020-07-25 11:50:05,060 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 3 days, 6:31:22, time: 0.769, data_time: 0.002, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7016, loss_cls: 2.4644, loss: 2.4644, grad_norm: 5.6310 2020-07-25 11:50:18,077 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 3 days, 6:30:31, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.4017 2020-07-25 11:50:32,243 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 3 days, 6:29:51, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6695, loss_cls: 2.4866, loss: 2.4866, grad_norm: 5.4343 2020-07-25 11:50:44,846 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 3 days, 6:28:57, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3754, loss: 2.3754, grad_norm: 5.5380 2020-07-25 11:50:58,632 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 3 days, 6:28:14, time: 0.689, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3780, loss: 2.3780, grad_norm: 5.4031 2020-07-25 11:51:12,092 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 3 days, 6:27:28, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3970, loss: 2.3970, grad_norm: 5.4445 2020-07-25 11:51:25,873 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 3 days, 6:26:44, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.5224 2020-07-25 11:51:38,901 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 3 days, 6:25:55, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.3917, loss: 2.3917, grad_norm: 5.5027 2020-07-25 11:51:51,727 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 3 days, 6:25:02, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.5471 2020-07-25 11:52:05,551 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 3 days, 6:24:20, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7141, loss_cls: 2.4072, loss: 2.4072, grad_norm: 5.3694 2020-07-25 11:52:20,283 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 3 days, 6:23:45, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4616, loss: 2.4616, grad_norm: 5.5527 2020-07-25 11:52:32,632 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 3 days, 6:22:49, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.5527 2020-07-25 11:52:45,460 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 3 days, 6:21:57, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6813, loss_cls: 2.5295, loss: 2.5295, grad_norm: 5.5397 2020-07-25 11:52:58,994 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 3 days, 6:21:13, time: 0.680, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6867, loss_cls: 2.5653, loss: 2.5653, grad_norm: 5.6129 2020-07-25 11:53:11,731 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 3 days, 6:20:19, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5707, loss: 2.5707, grad_norm: 5.5315 2020-07-25 11:53:24,615 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 3 days, 6:19:29, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7289, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.4352 2020-07-25 11:53:38,396 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 3 days, 6:18:45, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3856, loss: 2.3856, grad_norm: 5.4902 2020-07-25 11:53:52,405 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 3 days, 6:18:05, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7055, loss_cls: 2.3464, loss: 2.3464, grad_norm: 5.4552 2020-07-25 11:54:06,295 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 3 days, 6:17:23, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.3713, loss: 2.3713, grad_norm: 5.5099 2020-07-25 11:54:19,908 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 3 days, 6:16:39, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6766, loss_cls: 2.4710, loss: 2.4710, grad_norm: 5.5126 2020-07-25 11:54:33,950 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 3 days, 6:15:59, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.5389, loss: 2.5389, grad_norm: 5.5168 2020-07-25 11:54:47,140 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 3 days, 6:15:11, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7094, loss_cls: 2.4512, loss: 2.4512, grad_norm: 5.4265 2020-07-25 11:54:59,505 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 3 days, 6:14:15, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4600, loss: 2.4600, grad_norm: 5.5298 2020-07-25 11:55:12,302 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 3 days, 6:13:24, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.6961, loss_cls: 2.3367, loss: 2.3367, grad_norm: 5.1985 2020-07-25 11:55:26,381 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 3 days, 6:12:44, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3363, loss: 2.3363, grad_norm: 5.2729 2020-07-25 11:55:39,168 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 3 days, 6:11:53, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7195, loss_cls: 2.3640, loss: 2.3640, grad_norm: 5.3925 2020-07-25 11:55:53,657 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 3 days, 6:11:16, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7023, loss_cls: 2.3812, loss: 2.3812, grad_norm: 5.5189 2020-07-25 11:56:06,861 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 3 days, 6:10:29, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3822, loss: 2.3822, grad_norm: 5.4846 2020-07-25 11:56:20,906 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 3 days, 6:09:48, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6961, loss_cls: 2.4700, loss: 2.4700, grad_norm: 5.6117 2020-07-25 11:56:33,373 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 3 days, 6:08:54, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7086, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.6009 2020-07-25 11:56:46,196 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 3 days, 6:08:03, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.3109, loss: 2.3109, grad_norm: 5.4011 2020-07-25 11:56:58,880 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 3 days, 6:07:11, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.4803 2020-07-25 11:57:13,231 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 3 days, 6:06:33, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7109, loss_cls: 2.3621, loss: 2.3621, grad_norm: 5.5493 2020-07-25 11:57:26,284 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 3 days, 6:05:45, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6992, loss_cls: 2.4662, loss: 2.4662, grad_norm: 5.5996 2020-07-25 11:57:39,628 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 3 days, 6:04:58, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.4238, loss: 2.4238, grad_norm: 5.6464 2020-07-25 11:57:52,973 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 3 days, 6:04:12, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7094, loss_cls: 2.4002, loss: 2.4002, grad_norm: 5.6703 2020-07-25 11:58:03,897 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-25 11:58:25,073 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 3 days, 6:02:01, time: 0.980, data_time: 0.357, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7141, loss_cls: 2.4045, loss: 2.4045, grad_norm: 5.6632 2020-07-25 11:58:37,403 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 3 days, 6:01:06, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.3661, loss: 2.3661, grad_norm: 5.6069 2020-07-25 11:58:50,134 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 3 days, 6:00:14, time: 0.634, data_time: 0.010, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3397, loss: 2.3397, grad_norm: 5.4686 2020-07-25 11:59:03,803 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 3 days, 5:59:32, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3606, loss: 2.3606, grad_norm: 5.4971 2020-07-25 11:59:16,493 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 3 days, 5:58:40, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7297, loss_cls: 2.3114, loss: 2.3114, grad_norm: 5.5254 2020-07-25 11:59:29,828 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 3 days, 5:57:54, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6992, loss_cls: 2.4650, loss: 2.4650, grad_norm: 5.5837 2020-07-25 11:59:43,393 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 3 days, 5:57:09, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6953, loss_cls: 2.3322, loss: 2.3322, grad_norm: 5.5281 2020-07-25 11:59:57,028 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 3 days, 5:56:27, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.3406, loss: 2.3406, grad_norm: 5.6314 2020-07-25 12:00:11,613 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 3 days, 5:55:49, time: 0.710, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7117, loss_cls: 2.3610, loss: 2.3610, grad_norm: 5.5834 2020-07-25 12:00:24,422 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 3 days, 5:55:02, time: 0.661, data_time: 0.025, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3571, loss: 2.3571, grad_norm: 5.4061 2020-07-25 12:00:38,617 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 3 days, 5:54:23, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.6325 2020-07-25 12:00:52,185 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 3 days, 5:53:40, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7164, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.4591 2020-07-25 12:01:04,582 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 3 days, 5:52:45, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4085, loss: 2.4085, grad_norm: 5.5434 2020-07-25 12:01:18,126 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 3 days, 5:52:02, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.4338 2020-07-25 12:01:30,516 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 3 days, 5:51:07, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.6060 2020-07-25 12:01:43,777 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 3 days, 5:50:22, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7148, loss_cls: 2.3669, loss: 2.3669, grad_norm: 5.7588 2020-07-25 12:01:57,068 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 3 days, 5:49:35, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.5248 2020-07-25 12:02:10,981 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 3 days, 5:48:55, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3430, loss: 2.3430, grad_norm: 5.5049 2020-07-25 12:02:24,302 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 3 days, 5:48:09, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6758, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.5147 2020-07-25 12:02:37,866 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 3 days, 5:47:25, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2349, loss: 2.2349, grad_norm: 5.4518 2020-07-25 12:02:51,489 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 3 days, 5:46:43, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.5019, loss: 2.5019, grad_norm: 5.7532 2020-07-25 12:03:04,604 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 3 days, 5:45:55, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.5584 2020-07-25 12:03:17,367 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 3 days, 5:45:05, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.5989 2020-07-25 12:03:31,691 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 3 days, 5:44:27, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.4319 2020-07-25 12:03:44,175 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 3 days, 5:43:36, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6961, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.6880 2020-07-25 12:03:58,468 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 3 days, 5:42:58, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.7182 2020-07-25 12:04:11,013 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 3 days, 5:42:07, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6820, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.5279 2020-07-25 12:04:25,126 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 3 days, 5:41:28, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7102, loss_cls: 2.3836, loss: 2.3836, grad_norm: 5.5232 2020-07-25 12:04:38,954 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 3 days, 5:40:48, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7109, loss_cls: 2.3176, loss: 2.3176, grad_norm: 5.3272 2020-07-25 12:04:51,351 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 3 days, 5:39:54, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.5733 2020-07-25 12:05:05,487 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 3 days, 5:39:16, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.4044, loss: 2.4044, grad_norm: 5.4134 2020-07-25 12:05:19,105 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 3 days, 5:38:33, time: 0.682, data_time: 0.003, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7148, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.4352 2020-07-25 12:05:32,167 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 3 days, 5:37:45, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7039, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.4906 2020-07-25 12:05:45,978 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 3 days, 5:37:05, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7117, loss_cls: 2.4122, loss: 2.4122, grad_norm: 5.5007 2020-07-25 12:05:58,516 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 3 days, 5:36:12, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.5061 2020-07-25 12:06:11,215 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 3 days, 5:35:23, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.3545 2020-07-25 12:06:24,769 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 3 days, 5:34:39, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7516, loss_cls: 2.2539, loss: 2.2539, grad_norm: 5.4532 2020-07-25 12:06:38,320 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 3 days, 5:33:57, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3913, loss: 2.3913, grad_norm: 5.5389 2020-07-25 12:06:51,660 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 3 days, 5:33:11, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 2.4661, loss: 2.4661, grad_norm: 5.6295 2020-07-25 12:07:05,560 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 3 days, 5:32:32, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.5555 2020-07-25 12:07:18,961 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 3 days, 5:31:47, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.4108, loss: 2.4108, grad_norm: 5.3920 2020-07-25 12:07:32,082 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 3 days, 5:31:01, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7336, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.4539 2020-07-25 12:07:46,782 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 3 days, 5:30:28, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7086, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.4682 2020-07-25 12:07:59,169 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 3 days, 5:29:35, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2342, loss: 2.2342, grad_norm: 5.3780 2020-07-25 12:08:12,754 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 3 days, 5:28:52, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2543, loss: 2.2543, grad_norm: 5.4580 2020-07-25 12:08:25,189 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 3 days, 5:28:00, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7133, loss_cls: 2.3442, loss: 2.3442, grad_norm: 5.4889 2020-07-25 12:08:39,406 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 3 days, 5:27:23, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7016, loss_cls: 2.3859, loss: 2.3859, grad_norm: 5.8193 2020-07-25 12:08:52,041 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 3 days, 5:26:32, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4837, loss: 2.4837, grad_norm: 5.5747 2020-07-25 12:09:05,587 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 3 days, 5:25:49, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7008, loss_cls: 2.4415, loss: 2.4415, grad_norm: 5.5358 2020-07-25 12:09:19,253 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 3 days, 5:25:08, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.4372 2020-07-25 12:09:32,797 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 3 days, 5:24:25, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.4542 2020-07-25 12:09:45,287 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 3 days, 5:23:34, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.5860 2020-07-25 12:09:59,184 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 3 days, 5:22:54, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3467, loss: 2.3467, grad_norm: 5.4719 2020-07-25 12:10:12,707 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 3 days, 5:22:11, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3372, loss: 2.3372, grad_norm: 5.4594 2020-07-25 12:10:25,924 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 3 days, 5:21:26, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4374, loss: 2.4374, grad_norm: 5.5560 2020-07-25 12:10:38,977 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 3 days, 5:20:39, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4895, loss: 2.4895, grad_norm: 5.6205 2020-07-25 12:10:53,274 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 3 days, 5:20:03, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7016, loss_cls: 2.3720, loss: 2.3720, grad_norm: 5.4135 2020-07-25 12:11:07,009 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 3 days, 5:19:22, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7016, loss_cls: 2.3917, loss: 2.3917, grad_norm: 5.5872 2020-07-25 12:11:20,477 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 3 days, 5:18:39, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.4111, loss: 2.4111, grad_norm: 5.5599 2020-07-25 12:11:34,167 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 3 days, 5:17:58, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7094, loss_cls: 2.3828, loss: 2.3828, grad_norm: 5.6238 2020-07-25 12:11:47,286 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 3 days, 5:17:12, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.4176, loss: 2.4176, grad_norm: 5.5180 2020-07-25 12:12:02,722 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 3 days, 5:16:46, time: 0.772, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4615, loss: 2.4615, grad_norm: 5.5719 2020-07-25 12:12:15,579 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 3 days, 5:15:58, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4384, loss: 2.4384, grad_norm: 5.6784 2020-07-25 12:12:28,103 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 3 days, 5:15:07, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.4178 2020-07-25 12:12:42,652 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 3 days, 5:14:33, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7000, loss_cls: 2.4034, loss: 2.4034, grad_norm: 5.6312 2020-07-25 12:12:56,322 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 3 days, 5:13:52, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3839, loss: 2.3839, grad_norm: 5.3738 2020-07-25 12:13:10,043 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 3 days, 5:13:11, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.3452, loss: 2.3452, grad_norm: 5.4145 2020-07-25 12:13:22,310 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 3 days, 5:12:19, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3053, loss: 2.3053, grad_norm: 5.2499 2020-07-25 12:13:36,426 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 3 days, 5:11:41, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.5202, loss: 2.5202, grad_norm: 5.6310 2020-07-25 12:13:49,750 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 3 days, 5:10:57, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7133, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.5887 2020-07-25 12:14:02,809 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 3 days, 5:10:11, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.3863 2020-07-25 12:14:16,416 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 3 days, 5:09:30, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3841, loss: 2.3841, grad_norm: 5.4332 2020-07-25 12:14:29,471 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 3 days, 5:08:43, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.3407, loss: 2.3407, grad_norm: 5.5621 2020-07-25 12:14:42,190 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 3 days, 5:07:54, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.3977, loss: 2.3977, grad_norm: 5.5896 2020-07-25 12:14:55,484 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 3 days, 5:07:10, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7172, loss_cls: 2.3496, loss: 2.3496, grad_norm: 5.6026 2020-07-25 12:15:08,062 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 3 days, 5:06:20, time: 0.632, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.6186 2020-07-25 12:15:22,978 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 3 days, 5:05:50, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4311, loss: 2.4311, grad_norm: 5.6670 2020-07-25 12:15:35,302 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 3 days, 5:04:58, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7133, loss_cls: 2.4014, loss: 2.4014, grad_norm: 5.6144 2020-07-25 12:15:48,963 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 3 days, 5:04:16, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3340, loss: 2.3340, grad_norm: 5.4287 2020-07-25 12:16:01,577 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 3 days, 5:03:27, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.4124, loss: 2.4124, grad_norm: 5.3918 2020-07-25 12:16:15,316 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 3 days, 5:02:47, time: 0.685, data_time: 0.035, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.5073 2020-07-25 12:16:29,624 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 3 days, 5:02:12, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.4073, loss: 2.4073, grad_norm: 5.4961 2020-07-25 12:16:42,441 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 3 days, 5:01:24, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5208, loss: 2.5208, grad_norm: 5.5493 2020-07-25 12:16:55,161 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 3 days, 5:00:35, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.4025, loss: 2.4025, grad_norm: 5.3956 2020-07-25 12:17:09,690 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 3 days, 5:00:01, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.4244, loss: 2.4244, grad_norm: 5.4335 2020-07-25 12:17:22,108 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 3 days, 4:59:11, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7063, loss_cls: 2.3922, loss: 2.3922, grad_norm: 5.3943 2020-07-25 12:17:35,447 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 3 days, 4:58:27, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4267, loss: 2.4267, grad_norm: 5.6534 2020-07-25 12:17:48,658 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 3 days, 4:57:43, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7094, loss_cls: 2.4233, loss: 2.4233, grad_norm: 5.5691 2020-07-25 12:18:02,027 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 3 days, 4:57:00, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3585, loss: 2.3585, grad_norm: 5.5266 2020-07-25 12:18:15,144 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 3 days, 4:56:15, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3708, loss: 2.3708, grad_norm: 5.4565 2020-07-25 12:18:29,111 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 3 days, 4:55:36, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.3505 2020-07-25 12:18:41,606 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 3 days, 4:54:47, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3089, loss: 2.3089, grad_norm: 5.3962 2020-07-25 12:18:55,359 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 3 days, 4:54:07, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6984, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.6285 2020-07-25 12:19:10,634 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 3 days, 4:53:40, time: 0.766, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7242, loss_cls: 2.3955, loss: 2.3955, grad_norm: 5.4725 2020-07-25 12:19:23,636 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 3 days, 4:52:54, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7063, loss_cls: 2.3259, loss: 2.3259, grad_norm: 5.3189 2020-07-25 12:19:37,132 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 3 days, 4:52:13, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3798, loss: 2.3798, grad_norm: 5.5490 2020-07-25 12:19:50,712 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 3 days, 4:51:31, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7109, loss_cls: 2.3866, loss: 2.3866, grad_norm: 5.5329 2020-07-25 12:20:03,856 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 3 days, 4:50:47, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7070, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.5480 2020-07-25 12:20:17,362 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 3 days, 4:50:05, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.6383 2020-07-25 12:20:30,038 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 3 days, 4:49:16, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.4926 2020-07-25 12:20:43,888 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 3 days, 4:48:38, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3243, loss: 2.3243, grad_norm: 5.4614 2020-07-25 12:20:57,406 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 3 days, 4:47:56, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3902, loss: 2.3902, grad_norm: 5.4431 2020-07-25 12:21:10,080 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 3 days, 4:47:08, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6914, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.5781 2020-07-25 12:21:25,136 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 3 days, 4:46:40, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.3517, loss: 2.3517, grad_norm: 5.4700 2020-07-25 12:21:37,608 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 3 days, 4:45:50, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6984, loss_cls: 2.4981, loss: 2.4981, grad_norm: 5.6635 2020-07-25 12:21:51,194 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 3 days, 4:45:09, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.5335 2020-07-25 12:22:04,162 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 3 days, 4:44:23, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.4347, loss: 2.4347, grad_norm: 5.6724 2020-07-25 12:22:17,463 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 3 days, 4:43:40, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.3059 2020-07-25 12:22:31,022 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 3 days, 4:43:00, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6883, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.5834 2020-07-25 12:22:44,979 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 3 days, 4:42:22, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7102, loss_cls: 2.3831, loss: 2.3831, grad_norm: 5.6081 2020-07-25 12:22:58,152 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 3 days, 4:41:38, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7328, loss_cls: 2.2919, loss: 2.2919, grad_norm: 5.3669 2020-07-25 12:23:11,436 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 3 days, 4:40:55, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7352, loss_cls: 2.2700, loss: 2.2700, grad_norm: 5.4589 2020-07-25 12:23:25,145 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 3 days, 4:40:16, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3620, loss: 2.3620, grad_norm: 5.4263 2020-07-25 12:23:38,014 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 3 days, 4:39:29, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.4207, loss: 2.4207, grad_norm: 5.4693 2020-07-25 12:23:50,930 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 3 days, 4:38:43, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.3718, loss: 2.3718, grad_norm: 5.5144 2020-07-25 12:24:03,656 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 3 days, 4:37:55, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.4592, loss: 2.4592, grad_norm: 5.6868 2020-07-25 12:24:17,409 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 3 days, 4:37:16, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.5004, loss: 2.5004, grad_norm: 5.4911 2020-07-25 12:24:31,234 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 3 days, 4:36:38, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7039, loss_cls: 2.4411, loss: 2.4411, grad_norm: 5.5122 2020-07-25 12:24:43,769 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 3 days, 4:35:49, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.4331, loss: 2.4331, grad_norm: 5.4887 2020-07-25 12:24:58,082 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 3 days, 4:35:14, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.5872 2020-07-25 12:25:12,379 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 3 days, 4:34:41, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7125, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.5462 2020-07-25 12:25:24,800 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 3 days, 4:33:50, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6937, loss_cls: 2.4412, loss: 2.4412, grad_norm: 5.5642 2020-07-25 12:25:37,600 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 3 days, 4:33:04, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.4747, loss: 2.4747, grad_norm: 5.5759 2020-07-25 12:25:50,358 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 3 days, 4:32:16, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.4652 2020-07-25 12:26:03,757 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 3 days, 4:31:35, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6953, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.5009 2020-07-25 12:26:17,873 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 3 days, 4:30:59, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.4887 2020-07-25 12:26:31,391 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 3 days, 4:30:19, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.3781 2020-07-25 12:26:44,499 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 3 days, 4:29:34, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 2.4813, loss: 2.4813, grad_norm: 5.5853 2020-07-25 12:26:58,158 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 3 days, 4:28:55, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.4745, loss: 2.4745, grad_norm: 5.6683 2020-07-25 12:27:10,391 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 3 days, 4:28:03, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.4671 2020-07-25 12:27:25,332 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 3 days, 4:27:35, time: 0.750, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4544, loss: 2.4544, grad_norm: 5.4253 2020-07-25 12:27:37,769 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 3 days, 4:26:45, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7172, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.5226 2020-07-25 12:27:50,935 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 3 days, 4:26:02, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6867, loss_cls: 2.4550, loss: 2.4550, grad_norm: 5.6778 2020-07-25 12:28:03,608 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 3 days, 4:25:15, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2838, loss: 2.2838, grad_norm: 5.3895 2020-07-25 12:28:18,064 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 3 days, 4:24:41, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3480, loss: 2.3480, grad_norm: 5.4993 2020-07-25 12:28:30,303 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 3 days, 4:23:51, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.5729 2020-07-25 12:28:44,272 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 3 days, 4:23:14, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7203, loss_cls: 2.3200, loss: 2.3200, grad_norm: 5.3921 2020-07-25 12:28:58,597 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 3 days, 4:22:41, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4526, loss: 2.4526, grad_norm: 5.5730 2020-07-25 12:29:12,201 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 3 days, 4:22:00, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4239, loss: 2.4239, grad_norm: 5.6040 2020-07-25 12:29:25,322 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 3 days, 4:21:17, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.5844 2020-07-25 12:29:38,565 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 3 days, 4:20:34, time: 0.659, data_time: 0.011, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4556, loss: 2.4556, grad_norm: 5.5781 2020-07-25 12:29:51,150 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 3 days, 4:19:47, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4522, loss: 2.4522, grad_norm: 5.4490 2020-07-25 12:30:05,100 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 3 days, 4:19:10, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6937, loss_cls: 2.4419, loss: 2.4419, grad_norm: 5.5127 2020-07-25 12:30:18,043 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 3 days, 4:18:25, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.4961 2020-07-25 12:30:31,604 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 3 days, 4:17:45, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6984, loss_cls: 2.4048, loss: 2.4048, grad_norm: 5.4453 2020-07-25 12:30:44,838 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 3 days, 4:17:03, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3384, loss: 2.3384, grad_norm: 5.4081 2020-07-25 12:30:58,391 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 3 days, 4:16:23, time: 0.678, data_time: 0.003, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3889, loss: 2.3889, grad_norm: 5.4767 2020-07-25 12:31:11,078 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 3 days, 4:15:36, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.3772, loss: 2.3772, grad_norm: 5.5012 2020-07-25 12:31:25,184 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 3 days, 4:15:01, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7094, loss_cls: 2.3832, loss: 2.3832, grad_norm: 5.6222 2020-07-25 12:31:39,166 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 3 days, 4:14:24, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7102, loss_cls: 2.3822, loss: 2.3822, grad_norm: 5.6135 2020-07-25 12:31:53,048 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 3 days, 4:13:48, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.4066, loss: 2.4066, grad_norm: 5.5492 2020-07-25 12:32:06,148 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 3 days, 4:13:04, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.4535 2020-07-25 12:32:18,796 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 3 days, 4:12:17, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7070, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.4629 2020-07-25 12:32:32,210 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 3 days, 4:11:36, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7000, loss_cls: 2.4369, loss: 2.4369, grad_norm: 5.4693 2020-07-25 12:32:45,654 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 3 days, 4:10:56, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3613, loss: 2.3613, grad_norm: 5.5315 2020-07-25 12:32:59,089 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 3 days, 4:10:15, time: 0.670, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4140, loss: 2.4140, grad_norm: 5.3112 2020-07-25 12:33:12,951 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 3 days, 4:09:38, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6969, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.5234 2020-07-25 12:33:26,729 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 3 days, 4:09:01, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.4523, loss: 2.4523, grad_norm: 5.4974 2020-07-25 12:33:39,505 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 3 days, 4:08:15, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.4286 2020-07-25 12:33:52,920 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 3 days, 4:07:34, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.4600, loss: 2.4600, grad_norm: 5.6209 2020-07-25 12:34:06,026 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 3 days, 4:06:51, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.4303 2020-07-25 12:34:19,757 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 3 days, 4:06:13, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3235, loss: 2.3235, grad_norm: 5.3795 2020-07-25 12:34:33,246 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 3 days, 4:05:33, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.5494, loss: 2.5494, grad_norm: 5.6533 2020-07-25 12:34:46,765 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 3 days, 4:04:53, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4101, loss: 2.4101, grad_norm: 5.4386 2020-07-25 12:35:00,220 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 3 days, 4:04:13, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.4443, loss: 2.4443, grad_norm: 5.4721 2020-07-25 12:35:13,140 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 3 days, 4:03:29, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.3502 2020-07-25 12:35:26,758 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 3 days, 4:02:50, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2871, loss: 2.2871, grad_norm: 5.3207 2020-07-25 12:35:40,497 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 3 days, 4:02:12, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4609, loss: 2.4609, grad_norm: 5.5116 2020-07-25 12:35:53,643 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 3 days, 4:01:30, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4555, loss: 2.4555, grad_norm: 5.4301 2020-07-25 12:36:06,645 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 3 days, 4:00:46, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.4649 2020-07-25 12:36:19,924 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 3 days, 4:00:05, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.4286 2020-07-25 12:36:33,101 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 3 days, 3:59:22, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7016, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.4281 2020-07-25 12:36:46,369 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 3 days, 3:58:41, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.5408 2020-07-25 12:36:59,180 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 3 days, 3:57:56, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.3640, loss: 2.3640, grad_norm: 5.3963 2020-07-25 12:37:13,282 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 3 days, 3:57:20, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.4311, loss: 2.4311, grad_norm: 5.7290 2020-07-25 12:37:26,244 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 3 days, 3:56:37, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.3351, loss: 2.3351, grad_norm: 5.4535 2020-07-25 12:37:40,116 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 3 days, 3:56:00, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.3559, loss: 2.3559, grad_norm: 5.5340 2020-07-25 12:37:52,493 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 3 days, 3:55:12, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6953, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.4482 2020-07-25 12:38:05,272 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 3 days, 3:54:26, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3698, loss: 2.3698, grad_norm: 5.5566 2020-07-25 12:38:19,260 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 3 days, 3:53:52, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.3737 2020-07-25 12:38:32,008 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 3 days, 3:53:06, time: 0.635, data_time: 0.004, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3689, loss: 2.3689, grad_norm: 5.5557 2020-07-25 12:38:44,816 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 3 days, 3:52:21, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.3275, loss: 2.3275, grad_norm: 5.5955 2020-07-25 12:38:58,876 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 3 days, 3:51:46, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7203, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.5242 2020-07-25 12:39:12,301 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 3 days, 3:51:06, time: 0.671, data_time: 0.003, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3502, loss: 2.3502, grad_norm: 5.4196 2020-07-25 12:39:25,319 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 3 days, 3:50:23, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3404, loss: 2.3404, grad_norm: 5.4849 2020-07-25 12:39:39,762 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 3 days, 3:49:52, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.4211 2020-07-25 12:39:52,765 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 3 days, 3:49:08, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.3895 2020-07-25 12:40:04,771 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-25 12:40:29,831 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 3 days, 3:47:43, time: 1.169, data_time: 0.570, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3366, loss: 2.3366, grad_norm: 5.5708 2020-07-25 12:40:42,240 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 3 days, 3:46:55, time: 0.620, data_time: 0.002, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.5639 2020-07-25 12:40:55,216 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 3 days, 3:46:11, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.3503, loss: 2.3503, grad_norm: 5.4728 2020-07-25 12:41:07,653 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 3 days, 3:45:24, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.4511 2020-07-25 12:41:21,851 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 3 days, 3:44:50, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3431, loss: 2.3431, grad_norm: 5.5507 2020-07-25 12:41:35,265 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 3 days, 3:44:11, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.2855, loss: 2.2855, grad_norm: 5.5151 2020-07-25 12:41:48,032 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 3 days, 3:43:25, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7203, loss_cls: 2.3002, loss: 2.3002, grad_norm: 5.6496 2020-07-25 12:42:00,565 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 3 days, 3:42:39, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.6306 2020-07-25 12:42:15,062 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 3 days, 3:42:07, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.4031, loss: 2.4031, grad_norm: 5.6230 2020-07-25 12:42:27,434 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 3 days, 3:41:20, time: 0.623, data_time: 0.011, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.5291 2020-07-25 12:42:40,141 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 3 days, 3:40:35, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.2970, loss: 2.2970, grad_norm: 5.4281 2020-07-25 12:42:53,032 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 3 days, 3:39:51, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.5156 2020-07-25 12:43:07,153 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 3 days, 3:39:17, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3627, loss: 2.3627, grad_norm: 5.5580 2020-07-25 12:43:19,853 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 3 days, 3:38:31, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3788, loss: 2.3788, grad_norm: 5.5202 2020-07-25 12:43:32,735 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 3 days, 3:37:48, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7109, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.3966 2020-07-25 12:43:47,407 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 3 days, 3:37:18, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.3471, loss: 2.3471, grad_norm: 5.5189 2020-07-25 12:44:00,582 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 3 days, 3:36:37, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3040, loss: 2.3040, grad_norm: 5.5756 2020-07-25 12:44:12,874 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 3 days, 3:35:49, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7312, loss_cls: 2.3056, loss: 2.3056, grad_norm: 5.5543 2020-07-25 12:44:26,732 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 3 days, 3:35:13, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.4235, loss: 2.4235, grad_norm: 5.5246 2020-07-25 12:44:40,258 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 3 days, 3:34:34, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4260, loss: 2.4260, grad_norm: 5.5750 2020-07-25 12:44:54,361 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 3 days, 3:34:01, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4098, loss: 2.4098, grad_norm: 5.4846 2020-07-25 12:45:08,071 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 3 days, 3:33:24, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.4976 2020-07-25 12:45:20,687 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 3 days, 3:32:38, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.4524 2020-07-25 12:45:34,689 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 3 days, 3:32:04, time: 0.700, data_time: 0.002, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.2999 2020-07-25 12:45:48,109 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 3 days, 3:31:24, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.4756 2020-07-25 12:46:01,897 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 3 days, 3:30:48, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4787, loss: 2.4787, grad_norm: 5.5028 2020-07-25 12:46:14,922 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 3 days, 3:30:06, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7383, loss_cls: 2.2906, loss: 2.2906, grad_norm: 5.3621 2020-07-25 12:46:28,044 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 3 days, 3:29:25, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.4005 2020-07-25 12:46:41,244 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 3 days, 3:28:43, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.4221 2020-07-25 12:46:55,000 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 3 days, 3:28:07, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3542, loss: 2.3542, grad_norm: 5.6654 2020-07-25 12:47:07,758 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 3 days, 3:27:23, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.5656 2020-07-25 12:47:22,485 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 3 days, 3:26:54, time: 0.739, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3720, loss: 2.3720, grad_norm: 5.4570 2020-07-25 12:47:35,024 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 3 days, 3:26:08, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6937, loss_cls: 2.5164, loss: 2.5164, grad_norm: 5.6044 2020-07-25 12:47:48,144 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 3 days, 3:25:27, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4046, loss: 2.4046, grad_norm: 5.5252 2020-07-25 12:48:01,042 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 3 days, 3:24:44, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3334, loss: 2.3334, grad_norm: 5.5166 2020-07-25 12:48:14,857 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 3 days, 3:24:08, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2806, loss: 2.2806, grad_norm: 5.4763 2020-07-25 12:48:27,412 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 3 days, 3:23:22, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.4359, loss: 2.4359, grad_norm: 5.5073 2020-07-25 12:48:41,286 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 3 days, 3:22:47, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7125, loss_cls: 2.4084, loss: 2.4084, grad_norm: 5.6336 2020-07-25 12:48:54,644 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 3 days, 3:22:08, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.4452 2020-07-25 12:49:09,108 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 3 days, 3:21:37, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3112, loss: 2.3112, grad_norm: 5.3433 2020-07-25 12:49:21,897 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 3 days, 3:20:53, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.4206, loss: 2.4206, grad_norm: 5.5999 2020-07-25 12:49:34,660 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 3 days, 3:20:10, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3302, loss: 2.3302, grad_norm: 5.4750 2020-07-25 12:49:47,856 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 3 days, 3:19:29, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7141, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.3391 2020-07-25 12:50:02,172 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 3 days, 3:18:58, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.4721 2020-07-25 12:50:16,926 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 3 days, 3:18:29, time: 0.737, data_time: 0.002, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3848, loss: 2.3848, grad_norm: 5.4199 2020-07-25 12:50:29,306 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 3 days, 3:17:42, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.3363 2020-07-25 12:50:43,951 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 3 days, 3:17:13, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6937, loss_cls: 2.3997, loss: 2.3997, grad_norm: 5.5469 2020-07-25 12:50:58,007 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 3 days, 3:16:39, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.6101 2020-07-25 12:51:10,331 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 3 days, 3:15:53, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3875, loss: 2.3875, grad_norm: 5.4875 2020-07-25 12:51:25,498 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 3 days, 3:15:27, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6820, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.4989 2020-07-25 12:51:38,093 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 3 days, 3:14:43, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7312, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.2501 2020-07-25 12:51:51,258 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 3 days, 3:14:02, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.3544 2020-07-25 12:52:04,214 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 3 days, 3:13:20, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7258, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.6220 2020-07-25 12:52:18,291 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 3 days, 3:12:46, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.6135 2020-07-25 12:52:31,962 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 3 days, 3:12:10, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.4028 2020-07-25 12:52:45,513 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 3 days, 3:11:33, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4098, loss: 2.4098, grad_norm: 5.6134 2020-07-25 12:52:58,803 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 3 days, 3:10:53, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3758, loss: 2.3758, grad_norm: 5.5673 2020-07-25 12:53:13,346 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 3 days, 3:10:24, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3178, loss: 2.3178, grad_norm: 5.4972 2020-07-25 12:53:27,136 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 3 days, 3:09:48, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.3746, loss: 2.3746, grad_norm: 5.5729 2020-07-25 12:53:40,653 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 3 days, 3:09:11, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.3053, loss: 2.3053, grad_norm: 5.5137 2020-07-25 12:53:53,708 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 3 days, 3:08:29, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.5815 2020-07-25 12:54:06,802 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 3 days, 3:07:49, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.4292 2020-07-25 12:54:20,909 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 3 days, 3:07:15, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3498, loss: 2.3498, grad_norm: 5.6842 2020-07-25 12:54:34,732 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 3 days, 3:06:41, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4532, loss: 2.4532, grad_norm: 5.6768 2020-07-25 12:54:47,911 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 3 days, 3:06:00, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3519, loss: 2.3519, grad_norm: 5.5377 2020-07-25 12:55:01,625 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 3 days, 3:05:25, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3590, loss: 2.3590, grad_norm: 5.4935 2020-07-25 12:55:14,356 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 3 days, 3:04:41, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.5038 2020-07-25 12:55:27,752 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 3 days, 3:04:02, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.4870 2020-07-25 12:55:41,573 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 3 days, 3:03:28, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.3250, loss: 2.3250, grad_norm: 5.5814 2020-07-25 12:55:54,899 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 3 days, 3:02:48, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7266, loss_cls: 2.3249, loss: 2.3249, grad_norm: 5.5152 2020-07-25 12:56:09,112 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 3 days, 3:02:17, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2912, loss: 2.2912, grad_norm: 5.4816 2020-07-25 12:56:22,923 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 3 days, 3:01:42, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3397, loss: 2.3397, grad_norm: 5.5376 2020-07-25 12:56:35,346 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 3 days, 3:00:56, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6867, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.5396 2020-07-25 12:56:48,935 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 3 days, 3:00:19, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3663, loss: 2.3663, grad_norm: 5.6054 2020-07-25 12:57:02,120 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 3 days, 2:59:40, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.4542, loss: 2.4542, grad_norm: 5.5445 2020-07-25 12:57:14,951 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 3 days, 2:58:57, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.4121, loss: 2.4121, grad_norm: 5.5162 2020-07-25 12:57:29,087 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 3 days, 2:58:25, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.3472 2020-07-25 12:57:41,465 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 3 days, 2:57:38, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.3002, loss: 2.3002, grad_norm: 5.5016 2020-07-25 12:57:55,323 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 3 days, 2:57:04, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.4638 2020-07-25 12:58:08,848 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 3 days, 2:56:27, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7133, loss_cls: 2.3713, loss: 2.3713, grad_norm: 5.3926 2020-07-25 12:58:22,759 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 3 days, 2:55:53, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3961, loss: 2.3961, grad_norm: 5.3909 2020-07-25 12:58:35,176 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 3 days, 2:55:07, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6906, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.6603 2020-07-25 12:58:48,745 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 3 days, 2:54:31, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7156, loss_cls: 2.3484, loss: 2.3484, grad_norm: 5.5432 2020-07-25 12:59:02,713 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 3 days, 2:53:57, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2960, loss: 2.2960, grad_norm: 5.4040 2020-07-25 12:59:16,378 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 3 days, 2:53:21, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.4044, loss: 2.4044, grad_norm: 5.5007 2020-07-25 12:59:30,666 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 3 days, 2:52:50, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.3446, loss: 2.3446, grad_norm: 5.3976 2020-07-25 12:59:43,894 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 3 days, 2:52:10, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3246, loss: 2.3246, grad_norm: 5.4622 2020-07-25 12:59:56,525 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 3 days, 2:51:27, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6836, loss_cls: 2.5252, loss: 2.5252, grad_norm: 5.5964 2020-07-25 13:00:12,005 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 3 days, 2:51:05, time: 0.769, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4842, loss: 2.4842, grad_norm: 5.5818 2020-07-25 13:00:24,453 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 3 days, 2:50:20, time: 0.627, data_time: 0.015, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.4308, loss: 2.4308, grad_norm: 5.4966 2020-07-25 13:00:38,127 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 3 days, 2:49:44, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3531, loss: 2.3531, grad_norm: 5.4571 2020-07-25 13:00:51,550 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 3 days, 2:49:07, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7375, loss_cls: 2.2506, loss: 2.2506, grad_norm: 5.4792 2020-07-25 13:01:04,215 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 3 days, 2:48:23, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.6714 2020-07-25 13:01:17,084 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 3 days, 2:47:42, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7047, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.5194 2020-07-25 13:01:30,682 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 3 days, 2:47:05, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.4584 2020-07-25 13:01:43,882 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 3 days, 2:46:26, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7125, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.5428 2020-07-25 13:01:57,417 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 3 days, 2:45:49, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.4866 2020-07-25 13:02:11,546 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 3 days, 2:45:18, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.5325 2020-07-25 13:02:24,372 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 3 days, 2:44:35, time: 0.639, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.4948 2020-07-25 13:02:36,980 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 3 days, 2:43:51, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2688, loss: 2.2688, grad_norm: 5.5066 2020-07-25 13:02:51,106 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 3 days, 2:43:19, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2103, loss: 2.2103, grad_norm: 5.5173 2020-07-25 13:03:05,316 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 3 days, 2:42:48, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.6464 2020-07-25 13:03:18,112 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 3 days, 2:42:06, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7211, loss_cls: 2.3136, loss: 2.3136, grad_norm: 5.6131 2020-07-25 13:03:31,571 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 3 days, 2:41:29, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7133, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.5860 2020-07-25 13:03:45,224 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 3 days, 2:40:53, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7227, loss_cls: 2.3500, loss: 2.3500, grad_norm: 5.5844 2020-07-25 13:03:57,570 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 3 days, 2:40:08, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.5616 2020-07-25 13:04:10,964 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 3 days, 2:39:31, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.5619 2020-07-25 13:04:23,245 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 3 days, 2:38:45, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7180, loss_cls: 2.3883, loss: 2.3883, grad_norm: 5.7207 2020-07-25 13:04:38,044 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 3 days, 2:38:18, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3089, loss: 2.3089, grad_norm: 5.5049 2020-07-25 13:04:50,266 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 3 days, 2:37:32, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.5933 2020-07-25 13:05:04,406 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 3 days, 2:37:00, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7641, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.3786 2020-07-25 13:05:16,753 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 3 days, 2:36:15, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3930, loss: 2.3930, grad_norm: 5.6010 2020-07-25 13:05:29,868 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 3 days, 2:35:35, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3151, loss: 2.3151, grad_norm: 5.5451 2020-07-25 13:05:42,965 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 3 days, 2:34:56, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.4337, loss: 2.4337, grad_norm: 5.5928 2020-07-25 13:05:56,462 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 3 days, 2:34:19, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.5487 2020-07-25 13:06:09,671 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 3 days, 2:33:40, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3233, loss: 2.3233, grad_norm: 5.3131 2020-07-25 13:06:22,940 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 3 days, 2:33:01, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7297, loss_cls: 2.2733, loss: 2.2733, grad_norm: 5.3435 2020-07-25 13:06:36,149 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 3 days, 2:32:23, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7250, loss_cls: 2.3227, loss: 2.3227, grad_norm: 5.5858 2020-07-25 13:06:48,733 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 3 days, 2:31:39, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3966, loss: 2.3966, grad_norm: 5.6995 2020-07-25 13:07:03,396 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 3 days, 2:31:13, time: 0.738, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.4597, loss: 2.4597, grad_norm: 5.4981 2020-07-25 13:07:16,046 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 3 days, 2:30:30, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.3281, loss: 2.3281, grad_norm: 5.4341 2020-07-25 13:07:28,381 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 3 days, 2:29:45, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7289, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.3497 2020-07-25 13:07:40,890 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 3 days, 2:29:01, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7172, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.5305 2020-07-25 13:07:54,059 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 3 days, 2:28:22, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6984, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.5719 2020-07-25 13:08:06,532 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 3 days, 2:27:38, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2744, loss: 2.2744, grad_norm: 5.4900 2020-07-25 13:08:20,151 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 3 days, 2:27:03, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.3179, loss: 2.3179, grad_norm: 5.2837 2020-07-25 13:08:32,534 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 3 days, 2:26:17, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7195, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.4485 2020-07-25 13:08:45,253 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 3 days, 2:25:36, time: 0.639, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.5071 2020-07-25 13:08:59,517 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 3 days, 2:25:05, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.2861, loss: 2.2861, grad_norm: 5.5075 2020-07-25 13:09:12,664 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 3 days, 2:24:27, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7164, loss_cls: 2.4004, loss: 2.4004, grad_norm: 5.5577 2020-07-25 13:09:25,760 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 3 days, 2:23:47, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4145, loss: 2.4145, grad_norm: 5.4338 2020-07-25 13:09:38,033 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 3 days, 2:23:02, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2538, loss: 2.2538, grad_norm: 5.4317 2020-07-25 13:09:51,319 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 3 days, 2:22:24, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.3479, loss: 2.3479, grad_norm: 5.4903 2020-07-25 13:10:03,665 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 3 days, 2:21:40, time: 0.620, data_time: 0.011, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3564, loss: 2.3564, grad_norm: 5.5243 2020-07-25 13:10:17,108 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 3 days, 2:21:03, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2838, loss: 2.2838, grad_norm: 5.4572 2020-07-25 13:10:29,512 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 3 days, 2:20:18, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.5296 2020-07-25 13:10:43,273 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 3 days, 2:19:45, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.6404 2020-07-25 13:10:55,882 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 3 days, 2:19:02, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3536, loss: 2.3536, grad_norm: 5.5127 2020-07-25 13:11:08,345 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 3 days, 2:18:18, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7086, loss_cls: 2.3239, loss: 2.3239, grad_norm: 5.4113 2020-07-25 13:11:21,609 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 3 days, 2:17:40, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.5414 2020-07-25 13:11:34,348 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 3 days, 2:16:59, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.4798, loss: 2.4798, grad_norm: 5.6989 2020-07-25 13:11:48,242 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 3 days, 2:16:26, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.4752, loss: 2.4752, grad_norm: 5.5347 2020-07-25 13:12:01,005 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 3 days, 2:15:45, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.6791 2020-07-25 13:12:13,575 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 3 days, 2:15:02, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7141, loss_cls: 2.3606, loss: 2.3606, grad_norm: 5.4630 2020-07-25 13:12:26,800 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 3 days, 2:14:24, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7055, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.5244 2020-07-25 13:12:39,732 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 3 days, 2:13:43, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3405, loss: 2.3405, grad_norm: 5.3442 2020-07-25 13:12:53,140 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 3 days, 2:13:07, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.3887 2020-07-25 13:13:06,466 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 3 days, 2:12:30, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.3217, loss: 2.3217, grad_norm: 5.5427 2020-07-25 13:13:18,827 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 3 days, 2:11:46, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7133, loss_cls: 2.4053, loss: 2.4053, grad_norm: 5.5968 2020-07-25 13:13:31,928 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 3 days, 2:11:07, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.6930, loss_cls: 2.3739, loss: 2.3739, grad_norm: 5.4512 2020-07-25 13:13:44,378 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 3 days, 2:10:24, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7148, loss_cls: 2.3508, loss: 2.3508, grad_norm: 5.4675 2020-07-25 13:13:56,887 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 3 days, 2:09:41, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4250, top5_acc: 0.7141, loss_cls: 2.4276, loss: 2.4276, grad_norm: 5.6656 2020-07-25 13:14:09,222 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 3 days, 2:08:57, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.4069, loss: 2.4069, grad_norm: 5.6931 2020-07-25 13:14:23,522 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 3 days, 2:08:27, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7047, loss_cls: 2.4306, loss: 2.4306, grad_norm: 5.6160 2020-07-25 13:14:37,098 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 3 days, 2:07:52, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.4619 2020-07-25 13:14:49,384 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 3 days, 2:07:07, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.4011, loss: 2.4011, grad_norm: 5.5904 2020-07-25 13:15:01,723 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 3 days, 2:06:23, time: 0.620, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.4422, loss: 2.4422, grad_norm: 5.4805 2020-07-25 13:15:14,832 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 3 days, 2:05:45, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.4121 2020-07-25 13:15:27,249 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 3 days, 2:05:00, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.3997, loss: 2.3997, grad_norm: 5.4222 2020-07-25 13:15:40,794 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 3 days, 2:04:26, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.4364 2020-07-25 13:15:53,743 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 3 days, 2:03:45, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.4213 2020-07-25 13:16:06,956 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 3 days, 2:03:09, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.3071, loss: 2.3071, grad_norm: 5.4077 2020-07-25 13:16:19,517 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 3 days, 2:02:26, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3788, loss: 2.3788, grad_norm: 5.5775 2020-07-25 13:16:33,597 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 3 days, 2:01:55, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4342, loss: 2.4342, grad_norm: 5.6076 2020-07-25 13:16:45,911 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 3 days, 2:01:11, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7516, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.4436 2020-07-25 13:16:58,595 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 3 days, 2:00:30, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7148, loss_cls: 2.3888, loss: 2.3888, grad_norm: 5.5010 2020-07-25 13:17:12,153 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 3 days, 1:59:54, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.5694 2020-07-25 13:17:24,983 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 3 days, 1:59:14, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3834, loss: 2.3834, grad_norm: 5.5575 2020-07-25 13:17:37,898 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 3 days, 1:58:35, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.2826, loss: 2.2826, grad_norm: 5.3151 2020-07-25 13:17:50,689 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 3 days, 1:57:54, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.3359 2020-07-25 13:18:03,474 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 3 days, 1:57:13, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.3961, loss: 2.3961, grad_norm: 5.4744 2020-07-25 13:18:16,649 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 3 days, 1:56:36, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2869, loss: 2.2869, grad_norm: 5.4425 2020-07-25 13:18:29,917 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 3 days, 1:55:59, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6937, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.4922 2020-07-25 13:18:42,191 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 3 days, 1:55:15, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.6631 2020-07-25 13:18:55,123 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 3 days, 1:54:35, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3939, loss: 2.3939, grad_norm: 5.6394 2020-07-25 13:19:08,180 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 3 days, 1:53:57, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7195, loss_cls: 2.3843, loss: 2.3843, grad_norm: 5.4625 2020-07-25 13:19:20,544 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 3 days, 1:53:13, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3335, loss: 2.3335, grad_norm: 5.3090 2020-07-25 13:19:34,049 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 3 days, 1:52:39, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7273, loss_cls: 2.2807, loss: 2.2807, grad_norm: 5.3954 2020-07-25 13:19:46,420 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 3 days, 1:51:55, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.3943, loss: 2.3943, grad_norm: 5.4880 2020-07-25 13:20:00,141 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 3 days, 1:51:22, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7195, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.4912 2020-07-25 13:20:12,529 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 3 days, 1:50:39, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3767, loss: 2.3767, grad_norm: 5.4062 2020-07-25 13:20:25,730 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 3 days, 1:50:01, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4878, loss: 2.4878, grad_norm: 5.6015 2020-07-25 13:20:38,944 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 3 days, 1:49:24, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.4968, loss: 2.4968, grad_norm: 5.6560 2020-07-25 13:20:51,334 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 3 days, 1:48:40, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.4238 2020-07-25 13:21:05,435 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 3 days, 1:48:11, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3640, loss: 2.3640, grad_norm: 5.4768 2020-07-25 13:21:18,021 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 3 days, 1:47:28, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7219, loss_cls: 2.3031, loss: 2.3031, grad_norm: 5.2482 2020-07-25 13:21:31,108 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 3 days, 1:46:51, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.4259, loss: 2.4259, grad_norm: 5.4819 2020-07-25 13:21:42,780 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-25 13:22:10,158 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 3 days, 1:45:59, time: 1.332, data_time: 0.717, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.4067 2020-07-25 13:22:22,757 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 3 days, 1:45:17, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.3037 2020-07-25 13:22:34,826 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 3 days, 1:44:32, time: 0.603, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2820, loss: 2.2820, grad_norm: 5.5245 2020-07-25 13:22:47,335 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 3 days, 1:43:50, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3191, loss: 2.3191, grad_norm: 5.4012 2020-07-25 13:22:59,631 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 3 days, 1:43:06, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3260, loss: 2.3260, grad_norm: 5.5174 2020-07-25 13:23:12,054 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 3 days, 1:42:24, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.5134 2020-07-25 13:23:26,220 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 3 days, 1:41:54, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.2444, loss: 2.2444, grad_norm: 5.3420 2020-07-25 13:23:38,980 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 3 days, 1:41:14, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7188, loss_cls: 2.3671, loss: 2.3671, grad_norm: 5.5641 2020-07-25 13:23:51,314 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 3 days, 1:40:31, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3853, loss: 2.3853, grad_norm: 5.4638 2020-07-25 13:24:04,224 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 3 days, 1:39:52, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2653, loss: 2.2653, grad_norm: 5.3366 2020-07-25 13:24:17,709 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 3 days, 1:39:16, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.5745 2020-07-25 13:24:30,980 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 3 days, 1:38:41, time: 0.669, data_time: 0.011, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.2820, loss: 2.2820, grad_norm: 5.4992 2020-07-25 13:24:43,532 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 3 days, 1:37:59, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.5442 2020-07-25 13:24:56,194 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 3 days, 1:37:19, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4023, loss: 2.4023, grad_norm: 5.6662 2020-07-25 13:25:09,515 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 3 days, 1:36:42, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.4900 2020-07-25 13:25:22,301 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 3 days, 1:36:03, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2839, loss: 2.2839, grad_norm: 5.3619 2020-07-25 13:25:34,487 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 3 days, 1:35:19, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.4070 2020-07-25 13:25:48,336 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 3 days, 1:34:46, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.4602 2020-07-25 13:26:01,587 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 3 days, 1:34:11, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7242, loss_cls: 2.3178, loss: 2.3178, grad_norm: 5.4952 2020-07-25 13:26:15,257 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 3 days, 1:33:37, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.3683 2020-07-25 13:26:27,714 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 3 days, 1:32:55, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.4820 2020-07-25 13:26:40,067 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 3 days, 1:32:12, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2801, loss: 2.2801, grad_norm: 5.5310 2020-07-25 13:26:53,310 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 3 days, 1:31:36, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.5125 2020-07-25 13:27:06,104 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 3 days, 1:30:56, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.3820 2020-07-25 13:27:19,687 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 3 days, 1:30:23, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.4294 2020-07-25 13:27:32,237 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 3 days, 1:29:41, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2116, loss: 2.2116, grad_norm: 5.4843 2020-07-25 13:27:44,586 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 3 days, 1:28:59, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3102, loss: 2.3102, grad_norm: 5.4933 2020-07-25 13:27:57,276 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 3 days, 1:28:19, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.3717, loss: 2.3717, grad_norm: 5.5127 2020-07-25 13:28:09,550 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 3 days, 1:27:36, time: 0.613, data_time: 0.001, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.4829 2020-07-25 13:28:22,776 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 3 days, 1:26:59, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2748, loss: 2.2748, grad_norm: 5.4915 2020-07-25 13:28:35,730 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 3 days, 1:26:21, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.4515 2020-07-25 13:28:48,132 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 3 days, 1:25:39, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.6922, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.5490 2020-07-25 13:29:02,055 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 3 days, 1:25:08, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6992, loss_cls: 2.3446, loss: 2.3446, grad_norm: 5.4190 2020-07-25 13:29:14,246 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 3 days, 1:24:24, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.6399 2020-07-25 13:29:26,559 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 3 days, 1:23:41, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3037, loss: 2.3037, grad_norm: 5.5267 2020-07-25 13:29:39,169 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 3 days, 1:23:01, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.6775 2020-07-25 13:29:52,140 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 3 days, 1:22:23, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6930, loss_cls: 2.4655, loss: 2.4655, grad_norm: 5.5737 2020-07-25 13:30:04,368 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 3 days, 1:21:40, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.4234 2020-07-25 13:30:17,197 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 3 days, 1:21:00, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.2577, loss: 2.2577, grad_norm: 5.4344 2020-07-25 13:30:30,144 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 3 days, 1:20:23, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.3419 2020-07-25 13:30:42,822 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 3 days, 1:19:42, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.3881 2020-07-25 13:30:56,579 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 3 days, 1:19:11, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7156, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.6045 2020-07-25 13:31:09,221 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 3 days, 1:18:30, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7336, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.5458 2020-07-25 13:31:21,464 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 3 days, 1:17:48, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.6308 2020-07-25 13:31:33,806 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 3 days, 1:17:05, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3641, loss: 2.3641, grad_norm: 5.6203 2020-07-25 13:31:47,518 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 3 days, 1:16:33, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6828, loss_cls: 2.3757, loss: 2.3757, grad_norm: 5.5407 2020-07-25 13:32:00,033 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 3 days, 1:15:52, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.4813 2020-07-25 13:32:12,890 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 3 days, 1:15:13, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3994, loss: 2.3994, grad_norm: 5.5604 2020-07-25 13:32:26,099 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 3 days, 1:14:37, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.3459, loss: 2.3459, grad_norm: 5.6045 2020-07-25 13:32:38,392 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 3 days, 1:13:55, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.3155, loss: 2.3155, grad_norm: 5.4402 2020-07-25 13:32:50,790 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 3 days, 1:13:13, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7273, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.5911 2020-07-25 13:33:03,408 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 3 days, 1:12:33, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3531, loss: 2.3531, grad_norm: 5.5346 2020-07-25 13:33:16,011 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 3 days, 1:11:52, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.5558 2020-07-25 13:33:29,818 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 3 days, 1:11:21, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.3758 2020-07-25 13:33:43,075 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 3 days, 1:10:45, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7266, loss_cls: 2.3380, loss: 2.3380, grad_norm: 5.4590 2020-07-25 13:33:55,274 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 3 days, 1:10:03, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7344, loss_cls: 2.3155, loss: 2.3155, grad_norm: 5.6199 2020-07-25 13:34:08,651 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 3 days, 1:09:28, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3141, loss: 2.3141, grad_norm: 5.5171 2020-07-25 13:34:22,210 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 3 days, 1:08:55, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4342, loss: 2.4342, grad_norm: 5.5471 2020-07-25 13:34:34,823 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 3 days, 1:08:14, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7273, loss_cls: 2.2882, loss: 2.2882, grad_norm: 5.5803 2020-07-25 13:34:46,976 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 3 days, 1:07:31, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.4921 2020-07-25 13:35:00,193 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 3 days, 1:06:56, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7242, loss_cls: 2.3348, loss: 2.3348, grad_norm: 5.5466 2020-07-25 13:35:12,541 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 3 days, 1:06:14, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.3452, loss: 2.3452, grad_norm: 5.5396 2020-07-25 13:35:25,826 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 3 days, 1:05:39, time: 0.662, data_time: 0.004, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.4134, loss: 2.4134, grad_norm: 5.6286 2020-07-25 13:35:39,258 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 3 days, 1:05:05, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.5041 2020-07-25 13:35:51,836 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 3 days, 1:04:24, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7078, loss_cls: 2.4134, loss: 2.4134, grad_norm: 5.6735 2020-07-25 13:36:04,093 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 3 days, 1:03:42, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.4788 2020-07-25 13:36:17,166 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 3 days, 1:03:05, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3385, loss: 2.3385, grad_norm: 5.5809 2020-07-25 13:36:29,851 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 3 days, 1:02:27, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.3038, loss: 2.3038, grad_norm: 5.5155 2020-07-25 13:36:42,281 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 3 days, 1:01:45, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3816, loss: 2.3816, grad_norm: 5.6173 2020-07-25 13:36:55,399 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 3 days, 1:01:09, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3412, loss: 2.3412, grad_norm: 5.5035 2020-07-25 13:37:08,982 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 3 days, 1:00:36, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.5465 2020-07-25 13:37:21,173 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 3 days, 0:59:54, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7203, loss_cls: 2.3420, loss: 2.3420, grad_norm: 5.5384 2020-07-25 13:37:35,508 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 3 days, 0:59:26, time: 0.715, data_time: 0.118, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.3505, loss: 2.3505, grad_norm: 5.4409 2020-07-25 13:37:48,299 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 3 days, 0:58:48, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3832, loss: 2.3832, grad_norm: 5.4945 2020-07-25 13:38:00,692 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 3 days, 0:58:06, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.3254 2020-07-25 13:38:13,141 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 3 days, 0:57:26, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.3481 2020-07-25 13:38:26,578 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 3 days, 0:56:52, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.5713 2020-07-25 13:38:39,316 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 3 days, 0:56:13, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3181, loss: 2.3181, grad_norm: 5.3466 2020-07-25 13:38:52,965 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 3 days, 0:55:41, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.3127 2020-07-25 13:39:05,590 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 3 days, 0:55:02, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3504, loss: 2.3504, grad_norm: 5.5069 2020-07-25 13:39:18,005 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 3 days, 0:54:20, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.5954 2020-07-25 13:39:30,294 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 3 days, 0:53:39, time: 0.617, data_time: 0.010, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7281, loss_cls: 2.2721, loss: 2.2721, grad_norm: 5.4613 2020-07-25 13:39:43,324 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 3 days, 0:53:02, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4758, loss: 2.4758, grad_norm: 5.5942 2020-07-25 13:39:56,230 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 3 days, 0:52:25, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2576, loss: 2.2576, grad_norm: 5.4819 2020-07-25 13:40:09,211 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 3 days, 0:51:48, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2338, loss: 2.2338, grad_norm: 5.3555 2020-07-25 13:40:21,484 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 3 days, 0:51:06, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.3083, loss: 2.3083, grad_norm: 5.5877 2020-07-25 13:40:35,062 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 3 days, 0:50:33, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7086, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.5057 2020-07-25 13:40:47,250 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 3 days, 0:49:52, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3513, loss: 2.3513, grad_norm: 5.5946 2020-07-25 13:41:00,948 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 3 days, 0:49:19, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.4802 2020-07-25 13:41:13,069 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 3 days, 0:48:37, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.5115 2020-07-25 13:41:26,222 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 3 days, 0:48:01, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3612, loss: 2.3612, grad_norm: 5.3505 2020-07-25 13:41:39,256 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 3 days, 0:47:25, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.2985, loss: 2.2985, grad_norm: 5.4302 2020-07-25 13:41:52,675 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 3 days, 0:46:51, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3083, loss: 2.3083, grad_norm: 5.3903 2020-07-25 13:42:04,915 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 3 days, 0:46:10, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.3873, loss: 2.3873, grad_norm: 5.7222 2020-07-25 13:42:17,283 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 3 days, 0:45:28, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.3023, loss: 2.3023, grad_norm: 5.4963 2020-07-25 13:42:29,562 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 3 days, 0:44:47, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7367, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.5264 2020-07-25 13:42:42,688 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 3 days, 0:44:11, time: 0.654, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.2972, loss: 2.2972, grad_norm: 5.4931 2020-07-25 13:42:55,695 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 3 days, 0:43:35, time: 0.653, data_time: 0.010, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7305, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.4878 2020-07-25 13:43:08,488 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 3 days, 0:42:57, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3821, loss: 2.3821, grad_norm: 5.4417 2020-07-25 13:43:21,278 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 3 days, 0:42:20, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6813, loss_cls: 2.4610, loss: 2.4610, grad_norm: 5.5567 2020-07-25 13:43:34,571 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 3 days, 0:41:45, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3802, loss: 2.3802, grad_norm: 5.5089 2020-07-25 13:43:47,504 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 3 days, 0:41:08, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.5653 2020-07-25 13:43:59,862 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 3 days, 0:40:27, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2760, loss: 2.2760, grad_norm: 5.3551 2020-07-25 13:44:13,148 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 3 days, 0:39:53, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.5986 2020-07-25 13:44:25,535 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 3 days, 0:39:12, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.4015 2020-07-25 13:44:39,345 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 3 days, 0:38:42, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.4208 2020-07-25 13:44:51,670 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 3 days, 0:38:01, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.4872 2020-07-25 13:45:04,527 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 3 days, 0:37:24, time: 0.646, data_time: 0.008, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3379, loss: 2.3379, grad_norm: 5.3700 2020-07-25 13:45:17,470 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 3 days, 0:36:47, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.4836, loss: 2.4836, grad_norm: 5.5302 2020-07-25 13:45:30,566 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 3 days, 0:36:12, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.4318 2020-07-25 13:45:43,525 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 3 days, 0:35:35, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.4461 2020-07-25 13:45:56,502 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 3 days, 0:34:59, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4243, loss: 2.4243, grad_norm: 5.5916 2020-07-25 13:46:09,056 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 3 days, 0:34:20, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.4200, loss: 2.4200, grad_norm: 5.4262 2020-07-25 13:46:21,919 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 3 days, 0:33:43, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7336, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.2849 2020-07-25 13:46:34,325 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 3 days, 0:33:03, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2865, loss: 2.2865, grad_norm: 5.4932 2020-07-25 13:46:46,780 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 3 days, 0:32:23, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.2265, loss: 2.2265, grad_norm: 5.4154 2020-07-25 13:46:59,227 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 3 days, 0:31:43, time: 0.622, data_time: 0.003, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7227, loss_cls: 2.3693, loss: 2.3693, grad_norm: 5.5614 2020-07-25 13:47:11,596 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 3 days, 0:31:02, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.5148 2020-07-25 13:47:23,998 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 3 days, 0:30:22, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.5625 2020-07-25 13:47:36,381 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 3 days, 0:29:42, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7203, loss_cls: 2.3676, loss: 2.3676, grad_norm: 5.5415 2020-07-25 13:47:49,955 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 3 days, 0:29:10, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.3017, loss: 2.3017, grad_norm: 5.4520 2020-07-25 13:48:03,241 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 3 days, 0:28:36, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.3486 2020-07-25 13:48:15,465 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 3 days, 0:27:55, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.5338 2020-07-25 13:48:27,878 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 3 days, 0:27:15, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.3811, loss: 2.3811, grad_norm: 5.5103 2020-07-25 13:48:40,733 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 3 days, 0:26:38, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3324, loss: 2.3324, grad_norm: 5.6609 2020-07-25 13:48:53,158 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 3 days, 0:25:58, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7141, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.6012 2020-07-25 13:49:05,666 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 3 days, 0:25:19, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.4919 2020-07-25 13:49:20,386 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 3 days, 0:24:54, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.2929 2020-07-25 13:49:32,596 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 3 days, 0:24:14, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7281, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.3808 2020-07-25 13:49:44,941 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 3 days, 0:23:33, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.3504, loss: 2.3504, grad_norm: 5.4497 2020-07-25 13:49:57,193 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 3 days, 0:22:53, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7195, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.6911 2020-07-25 13:50:10,754 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 3 days, 0:22:20, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3189, loss: 2.3189, grad_norm: 5.5315 2020-07-25 13:50:23,034 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 3 days, 0:21:40, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.6129 2020-07-25 13:50:37,763 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 3 days, 0:21:16, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.5116 2020-07-25 13:50:50,423 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 3 days, 0:20:38, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.4581 2020-07-25 13:51:03,465 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 3 days, 0:20:02, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.4064, loss: 2.4064, grad_norm: 5.4462 2020-07-25 13:51:16,490 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 3 days, 0:19:27, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.3414 2020-07-25 13:51:30,034 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 3 days, 0:18:55, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7266, loss_cls: 2.3559, loss: 2.3559, grad_norm: 5.4053 2020-07-25 13:51:42,192 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 3 days, 0:18:14, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7133, loss_cls: 2.3341, loss: 2.3341, grad_norm: 5.6329 2020-07-25 13:51:56,522 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 3 days, 0:17:47, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.4465 2020-07-25 13:52:08,683 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 3 days, 0:17:06, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4299, loss: 2.4299, grad_norm: 5.4116 2020-07-25 13:52:21,408 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 3 days, 0:16:28, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7133, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.5056 2020-07-25 13:52:33,701 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 3 days, 0:15:48, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.4276 2020-07-25 13:52:46,471 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 3 days, 0:15:11, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7273, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.5628 2020-07-25 13:52:59,008 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 3 days, 0:14:33, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3443, loss: 2.3443, grad_norm: 5.5902 2020-07-25 13:53:11,448 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 3 days, 0:13:53, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.6460 2020-07-25 13:53:24,462 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 3 days, 0:13:18, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.4117 2020-07-25 13:53:36,731 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 3 days, 0:12:37, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.5481 2020-07-25 13:53:49,421 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 3 days, 0:12:00, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3473, loss: 2.3473, grad_norm: 5.4874 2020-07-25 13:54:01,827 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 3 days, 0:11:20, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.3873, loss: 2.3873, grad_norm: 5.6287 2020-07-25 13:54:14,487 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 3 days, 0:10:43, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.5722 2020-07-25 13:54:27,515 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 3 days, 0:10:07, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.4705 2020-07-25 13:54:41,840 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 3 days, 0:09:41, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7203, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.4419 2020-07-25 13:54:54,005 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 3 days, 0:09:00, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.2893, loss: 2.2893, grad_norm: 5.4887 2020-07-25 13:55:06,307 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 3 days, 0:08:20, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.5555 2020-07-25 13:55:19,590 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 3 days, 0:07:47, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.5891 2020-07-25 13:55:33,098 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 3 days, 0:07:15, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.4654 2020-07-25 13:55:46,752 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 3 days, 0:06:44, time: 0.681, data_time: 0.004, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.3466 2020-07-25 13:55:59,281 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 3 days, 0:06:06, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.5508 2020-07-25 13:56:11,613 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 3 days, 0:05:26, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3528, loss: 2.3528, grad_norm: 5.5534 2020-07-25 13:56:23,892 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 3 days, 0:04:46, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.4310 2020-07-25 13:56:36,387 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 3 days, 0:04:07, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.5049 2020-07-25 13:56:48,688 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 3 days, 0:03:28, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7344, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.6085 2020-07-25 13:57:01,038 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 3 days, 0:02:48, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.6070 2020-07-25 13:57:14,499 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 3 days, 0:02:16, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.3210, loss: 2.3210, grad_norm: 5.5646 2020-07-25 13:57:27,512 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 3 days, 0:01:41, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7195, loss_cls: 2.3356, loss: 2.3356, grad_norm: 5.5920 2020-07-25 13:57:40,253 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 3 days, 0:01:04, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7133, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.6035 2020-07-25 13:57:53,014 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 3 days, 0:00:27, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4713, loss: 2.4713, grad_norm: 5.6332 2020-07-25 13:58:05,336 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 2 days, 23:59:48, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7336, loss_cls: 2.3020, loss: 2.3020, grad_norm: 5.3983 2020-07-25 13:58:19,419 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 2 days, 23:59:20, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.5815 2020-07-25 13:58:31,726 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 2 days, 23:58:41, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.4085, loss: 2.4085, grad_norm: 5.4898 2020-07-25 13:58:44,704 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 2 days, 23:58:05, time: 0.646, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2914, loss: 2.2914, grad_norm: 5.4431 2020-07-25 13:58:56,991 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 2 days, 23:57:26, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.3244, loss: 2.3244, grad_norm: 5.5809 2020-07-25 13:59:10,942 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 2 days, 23:56:56, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7203, loss_cls: 2.3310, loss: 2.3310, grad_norm: 5.5406 2020-07-25 13:59:23,853 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 2 days, 23:56:22, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.3712 2020-07-25 13:59:36,856 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 2 days, 23:55:46, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3518, loss: 2.3518, grad_norm: 5.4485 2020-07-25 13:59:49,536 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 2 days, 23:55:10, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7063, loss_cls: 2.3228, loss: 2.3228, grad_norm: 5.3216 2020-07-25 14:00:03,009 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 2 days, 23:54:38, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.3876 2020-07-25 14:00:17,056 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 2 days, 23:54:10, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3405, loss: 2.3405, grad_norm: 5.6005 2020-07-25 14:00:30,566 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 2 days, 23:53:39, time: 0.677, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.5909 2020-07-25 14:00:43,662 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 2 days, 23:53:05, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.3679, loss: 2.3679, grad_norm: 5.7607 2020-07-25 14:00:56,161 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 2 days, 23:52:26, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.5341 2020-07-25 14:01:09,611 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 2 days, 23:51:55, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.4855 2020-07-25 14:01:21,927 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 2 days, 23:51:15, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7063, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.5651 2020-07-25 14:01:35,501 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 2 days, 23:50:44, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.4332 2020-07-25 14:01:47,667 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 2 days, 23:50:04, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.1648 2020-07-25 14:02:00,629 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 2 days, 23:49:29, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.3254, loss: 2.3254, grad_norm: 5.3662 2020-07-25 14:02:11,968 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-25 14:02:38,110 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 2 days, 23:48:28, time: 1.225, data_time: 0.625, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2357, loss: 2.2357, grad_norm: 5.2623 2020-07-25 14:02:50,003 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 2 days, 23:47:46, time: 0.598, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.2959, loss: 2.2959, grad_norm: 5.4508 2020-07-25 14:03:02,118 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 2 days, 23:47:05, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7172, loss_cls: 2.3490, loss: 2.3490, grad_norm: 5.5486 2020-07-25 14:03:15,063 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 2 days, 23:46:31, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3799, loss: 2.3799, grad_norm: 5.6124 2020-07-25 14:03:27,913 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 2 days, 23:45:55, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2860, loss: 2.2860, grad_norm: 5.4717 2020-07-25 14:03:40,143 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 2 days, 23:45:16, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.4084 2020-07-25 14:03:52,538 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 2 days, 23:44:36, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2464, loss: 2.2464, grad_norm: 5.5849 2020-07-25 14:04:04,913 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 2 days, 23:43:58, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.3690, loss: 2.3690, grad_norm: 5.6780 2020-07-25 14:04:18,094 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 2 days, 23:43:24, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7172, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.5387 2020-07-25 14:04:30,327 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 2 days, 23:42:45, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.5621 2020-07-25 14:04:42,833 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 2 days, 23:42:07, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7141, loss_cls: 2.3146, loss: 2.3146, grad_norm: 5.5815 2020-07-25 14:04:55,166 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 2 days, 23:41:28, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.4558 2020-07-25 14:05:08,193 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 2 days, 23:40:54, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.3021, loss: 2.3021, grad_norm: 5.5097 2020-07-25 14:05:22,112 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 2 days, 23:40:26, time: 0.696, data_time: 0.003, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.5467 2020-07-25 14:05:35,392 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 2 days, 23:39:53, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7102, loss_cls: 2.2813, loss: 2.2813, grad_norm: 5.3908 2020-07-25 14:05:47,601 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 2 days, 23:39:13, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.5447 2020-07-25 14:05:59,843 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 2 days, 23:38:34, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1736, loss: 2.1736, grad_norm: 5.3820 2020-07-25 14:06:12,902 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 2 days, 23:38:00, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2809, loss: 2.2809, grad_norm: 5.6198 2020-07-25 14:06:25,467 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 2 days, 23:37:23, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.3304, loss: 2.3304, grad_norm: 5.3897 2020-07-25 14:06:39,809 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 2 days, 23:36:57, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2212, loss: 2.2212, grad_norm: 5.3952 2020-07-25 14:06:52,095 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 2 days, 23:36:19, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7508, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.5702 2020-07-25 14:07:04,397 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 2 days, 23:35:39, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7320, loss_cls: 2.2948, loss: 2.2948, grad_norm: 5.7161 2020-07-25 14:07:18,168 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 2 days, 23:35:11, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2543, loss: 2.2543, grad_norm: 5.5250 2020-07-25 14:07:30,410 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 2 days, 23:34:31, time: 0.610, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4477 2020-07-25 14:07:43,696 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 2 days, 23:33:59, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2389, loss: 2.2389, grad_norm: 5.5788 2020-07-25 14:07:56,427 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 2 days, 23:33:23, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2885, loss: 2.2885, grad_norm: 5.5882 2020-07-25 14:08:08,621 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 2 days, 23:32:43, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2829, loss: 2.2829, grad_norm: 5.4975 2020-07-25 14:08:21,040 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 2 days, 23:32:05, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2597, loss: 2.2597, grad_norm: 5.5810 2020-07-25 14:08:34,085 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 2 days, 23:31:31, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.2990, loss: 2.2990, grad_norm: 5.5128 2020-07-25 14:08:47,762 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 2 days, 23:31:01, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.4197 2020-07-25 14:09:00,356 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 2 days, 23:30:25, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.3698 2020-07-25 14:09:13,773 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 2 days, 23:29:53, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.5328 2020-07-25 14:09:26,026 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 2 days, 23:29:15, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.4416 2020-07-25 14:09:39,515 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 2 days, 23:28:43, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7250, loss_cls: 2.2511, loss: 2.2511, grad_norm: 5.4065 2020-07-25 14:09:52,712 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 2 days, 23:28:11, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2869, loss: 2.2869, grad_norm: 5.5668 2020-07-25 14:10:05,321 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 2 days, 23:27:34, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.5357 2020-07-25 14:10:17,664 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 2 days, 23:26:56, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3071, loss: 2.3071, grad_norm: 5.5382 2020-07-25 14:10:30,037 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 2 days, 23:26:18, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.4453 2020-07-25 14:10:43,722 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 2 days, 23:25:48, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2609, loss: 2.2609, grad_norm: 5.4797 2020-07-25 14:10:57,384 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 2 days, 23:25:18, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.4634 2020-07-25 14:11:09,976 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 2 days, 23:24:42, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.3852 2020-07-25 14:11:23,429 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 2 days, 23:24:11, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.3437 2020-07-25 14:11:35,915 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 2 days, 23:23:34, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.3584 2020-07-25 14:11:48,211 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 2 days, 23:22:55, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6891, loss_cls: 2.5085, loss: 2.5085, grad_norm: 5.6524 2020-07-25 14:12:00,453 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 2 days, 23:22:16, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.4252 2020-07-25 14:12:13,304 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 2 days, 23:21:41, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2059, loss: 2.2059, grad_norm: 5.3681 2020-07-25 14:12:25,528 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 2 days, 23:21:03, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.5263 2020-07-25 14:12:38,915 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 2 days, 23:20:31, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4255, loss: 2.4255, grad_norm: 5.6040 2020-07-25 14:12:51,849 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 2 days, 23:19:57, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7141, loss_cls: 2.3186, loss: 2.3186, grad_norm: 5.4451 2020-07-25 14:13:04,864 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 2 days, 23:19:23, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.4228 2020-07-25 14:13:17,049 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 2 days, 23:18:44, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3787, loss: 2.3787, grad_norm: 5.4906 2020-07-25 14:13:29,529 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 2 days, 23:18:07, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.3299 2020-07-25 14:13:44,180 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 2 days, 23:17:44, time: 0.734, data_time: 0.004, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.3756 2020-07-25 14:13:56,463 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 2 days, 23:17:05, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7297, loss_cls: 2.2852, loss: 2.2852, grad_norm: 5.4747 2020-07-25 14:14:08,879 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 2 days, 23:16:28, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.5331 2020-07-25 14:14:21,820 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 2 days, 23:15:54, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.3382 2020-07-25 14:14:34,106 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 2 days, 23:15:16, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3145, loss: 2.3145, grad_norm: 5.5994 2020-07-25 14:14:46,805 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 2 days, 23:14:40, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7148, loss_cls: 2.3008, loss: 2.3008, grad_norm: 5.5845 2020-07-25 14:14:59,685 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 2 days, 23:14:06, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7312, loss_cls: 2.2558, loss: 2.2558, grad_norm: 5.5377 2020-07-25 14:15:12,718 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 2 days, 23:13:32, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.4443 2020-07-25 14:15:25,181 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 2 days, 23:12:55, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3252, loss: 2.3252, grad_norm: 5.4126 2020-07-25 14:15:37,613 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 2 days, 23:12:17, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6977, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.6465 2020-07-25 14:15:50,192 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 2 days, 23:11:41, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2730, loss: 2.2730, grad_norm: 5.5707 2020-07-25 14:16:03,257 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 2 days, 23:11:08, time: 0.648, data_time: 0.010, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.3539 2020-07-25 14:16:16,506 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 2 days, 23:10:36, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3473, loss: 2.3473, grad_norm: 5.5070 2020-07-25 14:16:29,641 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 2 days, 23:10:03, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.3505 2020-07-25 14:16:42,128 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 2 days, 23:09:27, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.6001 2020-07-25 14:16:54,468 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 2 days, 23:08:49, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.6953, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.5532 2020-07-25 14:17:06,863 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 2 days, 23:08:12, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.5049 2020-07-25 14:17:21,108 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 2 days, 23:07:46, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3270, loss: 2.3270, grad_norm: 5.5514 2020-07-25 14:17:33,136 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 2 days, 23:07:06, time: 0.603, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.3785 2020-07-25 14:17:45,697 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 2 days, 23:06:30, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.4274 2020-07-25 14:17:58,900 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 2 days, 23:05:58, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7336, loss_cls: 2.2574, loss: 2.2574, grad_norm: 5.4229 2020-07-25 14:18:11,222 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 2 days, 23:05:20, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.4674 2020-07-25 14:18:23,481 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 2 days, 23:04:42, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.3116 2020-07-25 14:18:35,822 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 2 days, 23:04:04, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2594, loss: 2.2594, grad_norm: 5.5418 2020-07-25 14:18:48,304 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 2 days, 23:03:28, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2540, loss: 2.2540, grad_norm: 5.4967 2020-07-25 14:19:01,777 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 2 days, 23:02:57, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3286, loss: 2.3286, grad_norm: 5.4606 2020-07-25 14:19:14,697 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 2 days, 23:02:24, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7117, loss_cls: 2.2747, loss: 2.2747, grad_norm: 5.4686 2020-07-25 14:19:27,813 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 2 days, 23:01:51, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.5654 2020-07-25 14:19:40,060 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 2 days, 23:01:13, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.3552 2020-07-25 14:19:52,425 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 2 days, 23:00:35, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.3924 2020-07-25 14:20:05,152 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 2 days, 23:00:01, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.5129 2020-07-25 14:20:17,516 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 2 days, 22:59:23, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.5561 2020-07-25 14:20:31,448 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 2 days, 22:58:56, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.5820 2020-07-25 14:20:44,441 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 2 days, 22:58:22, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.6347 2020-07-25 14:20:56,900 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 2 days, 22:57:46, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.6515 2020-07-25 14:21:10,165 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 2 days, 22:57:15, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3149, loss: 2.3149, grad_norm: 5.6877 2020-07-25 14:21:23,255 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 2 days, 22:56:42, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2564, loss: 2.2564, grad_norm: 5.5900 2020-07-25 14:21:36,642 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 2 days, 22:56:12, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.6411 2020-07-25 14:21:48,964 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 2 days, 22:55:34, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3505, loss: 2.3505, grad_norm: 5.4694 2020-07-25 14:22:02,207 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 2 days, 22:55:03, time: 0.661, data_time: 0.001, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.4503 2020-07-25 14:22:14,474 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 2 days, 22:54:25, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.3442 2020-07-25 14:22:27,490 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 2 days, 22:53:51, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2105, loss: 2.2105, grad_norm: 5.4446 2020-07-25 14:22:40,065 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 2 days, 22:53:16, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.5626 2020-07-25 14:22:52,431 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 2 days, 22:52:39, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.5953 2020-07-25 14:23:05,967 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 2 days, 22:52:09, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.6573 2020-07-25 14:23:18,474 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 2 days, 22:51:33, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2053, loss: 2.2053, grad_norm: 5.3954 2020-07-25 14:23:30,685 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 2 days, 22:50:55, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7414, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.4936 2020-07-25 14:23:42,968 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 2 days, 22:50:17, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.3295, loss: 2.3295, grad_norm: 5.5103 2020-07-25 14:23:55,879 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 2 days, 22:49:44, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.5645 2020-07-25 14:24:08,225 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 2 days, 22:49:07, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.3469, loss: 2.3469, grad_norm: 5.7150 2020-07-25 14:24:21,556 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 2 days, 22:48:36, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.5569 2020-07-25 14:24:34,570 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 2 days, 22:48:03, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.5596 2020-07-25 14:24:48,072 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 2 days, 22:47:34, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3808, loss: 2.3808, grad_norm: 5.6316 2020-07-25 14:25:00,644 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 2 days, 22:46:58, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.4163, loss: 2.4163, grad_norm: 5.6551 2020-07-25 14:25:13,398 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 2 days, 22:46:24, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.3726 2020-07-25 14:25:26,344 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 2 days, 22:45:51, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3390, loss: 2.3390, grad_norm: 5.4722 2020-07-25 14:25:39,048 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 2 days, 22:45:16, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.5799 2020-07-25 14:25:52,966 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 2 days, 22:44:49, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2935, loss: 2.2935, grad_norm: 5.5146 2020-07-25 14:26:05,203 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 2 days, 22:44:11, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.3729, loss: 2.3729, grad_norm: 5.5395 2020-07-25 14:26:17,399 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 2 days, 22:43:33, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7422, loss_cls: 2.2075, loss: 2.2075, grad_norm: 5.5215 2020-07-25 14:26:30,809 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 2 days, 22:43:03, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2982, loss: 2.2982, grad_norm: 5.3696 2020-07-25 14:26:42,980 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 2 days, 22:42:25, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.4071 2020-07-25 14:26:55,571 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 2 days, 22:41:50, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2186, loss: 2.2186, grad_norm: 5.3724 2020-07-25 14:27:08,353 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 2 days, 22:41:16, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7172, loss_cls: 2.3619, loss: 2.3619, grad_norm: 5.5345 2020-07-25 14:27:20,687 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 2 days, 22:40:39, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7281, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.5274 2020-07-25 14:27:34,780 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 2 days, 22:40:13, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.5958 2020-07-25 14:27:47,284 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 2 days, 22:39:37, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2864, loss: 2.2864, grad_norm: 5.4263 2020-07-25 14:27:59,726 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 2 days, 22:39:01, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.2904, loss: 2.2904, grad_norm: 5.4044 2020-07-25 14:28:13,073 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 2 days, 22:38:30, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3594, loss: 2.3594, grad_norm: 5.5274 2020-07-25 14:28:25,364 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 2 days, 22:37:54, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.5761 2020-07-25 14:28:37,708 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 2 days, 22:37:17, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6992, loss_cls: 2.4295, loss: 2.4295, grad_norm: 5.6772 2020-07-25 14:28:49,978 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 2 days, 22:36:40, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.5897 2020-07-25 14:29:02,350 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 2 days, 22:36:03, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2946, loss: 2.2946, grad_norm: 5.4885 2020-07-25 14:29:15,560 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 2 days, 22:35:32, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2560, loss: 2.2560, grad_norm: 5.5997 2020-07-25 14:29:28,097 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 2 days, 22:34:56, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7172, loss_cls: 2.3166, loss: 2.3166, grad_norm: 5.5367 2020-07-25 14:29:41,314 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 2 days, 22:34:25, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.3347, loss: 2.3347, grad_norm: 5.4680 2020-07-25 14:29:54,342 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 2 days, 22:33:53, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7203, loss_cls: 2.3341, loss: 2.3341, grad_norm: 5.5545 2020-07-25 14:30:07,679 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 2 days, 22:33:23, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2922, loss: 2.2922, grad_norm: 5.6474 2020-07-25 14:30:20,112 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 2 days, 22:32:46, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3026, loss: 2.3026, grad_norm: 5.5440 2020-07-25 14:30:32,931 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 2 days, 22:32:13, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.4553 2020-07-25 14:30:46,450 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 2 days, 22:31:44, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.4926 2020-07-25 14:30:59,834 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 2 days, 22:31:14, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7484, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.5083 2020-07-25 14:31:12,631 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 2 days, 22:30:40, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.5565 2020-07-25 14:31:26,013 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 2 days, 22:30:10, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 2.3311, loss: 2.3311, grad_norm: 5.6682 2020-07-25 14:31:39,288 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 2 days, 22:29:40, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.4163 2020-07-25 14:31:51,780 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 2 days, 22:29:04, time: 0.625, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3223, loss: 2.3223, grad_norm: 5.5400 2020-07-25 14:32:05,676 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 2 days, 22:28:37, time: 0.695, data_time: 0.002, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7273, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.5369 2020-07-25 14:32:18,189 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 2 days, 22:28:02, time: 0.626, data_time: 0.002, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.4596 2020-07-25 14:32:30,608 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 2 days, 22:27:26, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7125, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.5144 2020-07-25 14:32:42,788 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 2 days, 22:26:48, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7016, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.4949 2020-07-25 14:32:55,977 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 2 days, 22:26:17, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.6054 2020-07-25 14:33:09,248 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 2 days, 22:25:47, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.2867, loss: 2.2867, grad_norm: 5.6453 2020-07-25 14:33:23,792 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 2 days, 22:25:24, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3370, loss: 2.3370, grad_norm: 5.4343 2020-07-25 14:33:35,897 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 2 days, 22:24:46, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.4112 2020-07-25 14:33:49,206 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 2 days, 22:24:16, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3054, loss: 2.3054, grad_norm: 5.6132 2020-07-25 14:34:02,339 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 2 days, 22:23:45, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.5643 2020-07-25 14:34:14,715 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 2 days, 22:23:08, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.5730 2020-07-25 14:34:27,097 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 2 days, 22:22:33, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2914, loss: 2.2914, grad_norm: 5.4337 2020-07-25 14:34:39,459 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 2 days, 22:21:56, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.4905 2020-07-25 14:34:51,866 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 2 days, 22:21:20, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7141, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.4789 2020-07-25 14:35:04,244 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 2 days, 22:20:44, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.4023, loss: 2.4023, grad_norm: 5.5820 2020-07-25 14:35:17,626 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 2 days, 22:20:15, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7133, loss_cls: 2.3911, loss: 2.3911, grad_norm: 5.5846 2020-07-25 14:35:30,826 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 2 days, 22:19:44, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7391, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.4739 2020-07-25 14:35:43,047 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 2 days, 22:19:07, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.5186 2020-07-25 14:35:55,667 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 2 days, 22:18:32, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.2962, loss: 2.2962, grad_norm: 5.4734 2020-07-25 14:36:07,931 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 2 days, 22:17:56, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4373, loss: 2.4373, grad_norm: 5.5697 2020-07-25 14:36:20,186 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 2 days, 22:17:19, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.6937, loss_cls: 2.3861, loss: 2.3861, grad_norm: 5.5024 2020-07-25 14:36:32,514 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 2 days, 22:16:43, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3389, loss: 2.3389, grad_norm: 5.7437 2020-07-25 14:36:46,290 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 2 days, 22:16:16, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.5698 2020-07-25 14:36:58,427 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 2 days, 22:15:38, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7266, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.4900 2020-07-25 14:37:11,019 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 2 days, 22:15:04, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3910, loss: 2.3910, grad_norm: 5.5531 2020-07-25 14:37:23,669 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 2 days, 22:14:30, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6984, loss_cls: 2.4610, loss: 2.4610, grad_norm: 5.7629 2020-07-25 14:37:36,670 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 2 days, 22:13:57, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.5681 2020-07-25 14:37:50,164 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 2 days, 22:13:29, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.2792 2020-07-25 14:38:03,289 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 2 days, 22:12:58, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.4183 2020-07-25 14:38:15,228 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 2 days, 22:12:19, time: 0.597, data_time: 0.003, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7266, loss_cls: 2.3077, loss: 2.3077, grad_norm: 5.4814 2020-07-25 14:38:27,850 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 2 days, 22:11:45, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.4719, top5_acc: 0.6922, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.6646 2020-07-25 14:38:41,623 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 2 days, 22:11:18, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7008, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.4018 2020-07-25 14:38:53,941 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 2 days, 22:10:42, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.4059 2020-07-25 14:39:06,293 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 2 days, 22:10:06, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3493, loss: 2.3493, grad_norm: 5.6343 2020-07-25 14:39:19,357 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 2 days, 22:09:34, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.4260, loss: 2.4260, grad_norm: 5.6375 2020-07-25 14:39:32,268 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 2 days, 22:09:02, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7289, loss_cls: 2.2894, loss: 2.2894, grad_norm: 5.3931 2020-07-25 14:39:44,669 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 2 days, 22:08:26, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4479, loss: 2.4479, grad_norm: 5.6039 2020-07-25 14:39:57,343 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 2 days, 22:07:53, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7102, loss_cls: 2.3574, loss: 2.3574, grad_norm: 5.3190 2020-07-25 14:40:11,694 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 2 days, 22:07:29, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7070, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.3540 2020-07-25 14:40:24,410 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 2 days, 22:06:56, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.3136 2020-07-25 14:40:38,059 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 2 days, 22:06:28, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7180, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.4215 2020-07-25 14:40:50,284 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 2 days, 22:05:52, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3369, loss: 2.3369, grad_norm: 5.4396 2020-07-25 14:41:02,948 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 2 days, 22:05:18, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7266, loss_cls: 2.3230, loss: 2.3230, grad_norm: 5.5910 2020-07-25 14:41:17,323 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 2 days, 22:04:55, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.2750, loss: 2.2750, grad_norm: 5.5321 2020-07-25 14:41:30,001 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 2 days, 22:04:21, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.4863 2020-07-25 14:41:42,209 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 2 days, 22:03:45, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.4879 2020-07-25 14:41:54,985 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 2 days, 22:03:11, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2601, loss: 2.2601, grad_norm: 5.3908 2020-07-25 14:42:08,248 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 2 days, 22:02:42, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.4136, loss: 2.4136, grad_norm: 5.5924 2020-07-25 14:42:21,276 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 2 days, 22:02:10, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.3835 2020-07-25 14:42:31,711 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-25 14:42:53,420 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 2 days, 22:00:51, time: 1.035, data_time: 0.407, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2951, loss: 2.2951, grad_norm: 5.3425 2020-07-25 14:43:05,319 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 2 days, 22:00:13, time: 0.597, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3210, loss: 2.3210, grad_norm: 5.5414 2020-07-25 14:43:17,802 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 2 days, 21:59:38, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.3518 2020-07-25 14:43:30,073 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 2 days, 21:59:02, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2503, loss: 2.2503, grad_norm: 5.4898 2020-07-25 14:43:42,859 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 2 days, 21:58:28, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.2015, loss: 2.2015, grad_norm: 5.3587 2020-07-25 14:43:55,138 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 2 days, 21:57:53, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7172, loss_cls: 2.3193, loss: 2.3193, grad_norm: 5.5771 2020-07-25 14:44:07,812 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 2 days, 21:57:19, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2637, loss: 2.2637, grad_norm: 5.4787 2020-07-25 14:44:20,962 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 2 days, 21:56:49, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7234, loss_cls: 2.2863, loss: 2.2863, grad_norm: 5.5535 2020-07-25 14:44:33,136 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 2 days, 21:56:13, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7266, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.4627 2020-07-25 14:44:45,487 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 2 days, 21:55:37, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3162, loss: 2.3162, grad_norm: 5.6377 2020-07-25 14:44:58,095 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 2 days, 21:55:03, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.5296 2020-07-25 14:45:10,464 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 2 days, 21:54:28, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.4948 2020-07-25 14:45:23,893 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 2 days, 21:53:59, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.3422 2020-07-25 14:45:36,261 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 2 days, 21:53:24, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.4583 2020-07-25 14:45:48,497 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 2 days, 21:52:48, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.4195, loss: 2.4195, grad_norm: 5.6582 2020-07-25 14:46:01,016 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 2 days, 21:52:13, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.4439 2020-07-25 14:46:13,259 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 2 days, 21:51:38, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7500, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.4864 2020-07-25 14:46:25,565 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 2 days, 21:51:02, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.4450 2020-07-25 14:46:39,074 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 2 days, 21:50:34, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.3700 2020-07-25 14:46:53,038 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 2 days, 21:50:08, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.3528 2020-07-25 14:47:05,821 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 2 days, 21:49:36, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.4142 2020-07-25 14:47:19,270 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 2 days, 21:49:07, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.4221 2020-07-25 14:47:32,164 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 2 days, 21:48:35, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7070, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.5415 2020-07-25 14:47:44,386 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 2 days, 21:47:59, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.3373 2020-07-25 14:47:57,633 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 2 days, 21:47:30, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7344, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.4520 2020-07-25 14:48:10,279 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 2 days, 21:46:56, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7461, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.4374 2020-07-25 14:48:23,126 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 2 days, 21:46:24, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2719, loss: 2.2719, grad_norm: 5.5153 2020-07-25 14:48:35,445 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 2 days, 21:45:49, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.5605 2020-07-25 14:48:47,808 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 2 days, 21:45:14, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.5773 2020-07-25 14:49:01,083 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 2 days, 21:44:44, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2383, loss: 2.2383, grad_norm: 5.6076 2020-07-25 14:49:13,534 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 2 days, 21:44:10, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2765, loss: 2.2765, grad_norm: 5.4437 2020-07-25 14:49:25,915 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 2 days, 21:43:34, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.4285 2020-07-25 14:49:39,079 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 2 days, 21:43:05, time: 0.662, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7320, loss_cls: 2.3021, loss: 2.3021, grad_norm: 5.5396 2020-07-25 14:49:51,372 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 2 days, 21:42:29, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2691, loss: 2.2691, grad_norm: 5.5840 2020-07-25 14:50:03,706 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 2 days, 21:41:54, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.6849 2020-07-25 14:50:16,447 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 2 days, 21:41:22, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.5521 2020-07-25 14:50:30,223 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 2 days, 21:40:55, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.3727, loss: 2.3727, grad_norm: 5.5852 2020-07-25 14:50:42,313 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 2 days, 21:40:19, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3392, loss: 2.3392, grad_norm: 5.4661 2020-07-25 14:50:55,046 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 2 days, 21:39:46, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2753, loss: 2.2753, grad_norm: 5.6168 2020-07-25 14:51:08,167 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 2 days, 21:39:16, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.6668 2020-07-25 14:51:20,495 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 2 days, 21:38:40, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2547, loss: 2.2547, grad_norm: 5.5160 2020-07-25 14:51:32,743 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 2 days, 21:38:05, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7102, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.6500 2020-07-25 14:51:45,078 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 2 days, 21:37:30, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2706, loss: 2.2706, grad_norm: 5.4860 2020-07-25 14:51:57,885 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 2 days, 21:36:58, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.2915, loss: 2.2915, grad_norm: 5.5738 2020-07-25 14:52:11,380 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 2 days, 21:36:30, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2478, loss: 2.2478, grad_norm: 5.4845 2020-07-25 14:52:23,736 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 2 days, 21:35:55, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2937, loss: 2.2937, grad_norm: 5.4595 2020-07-25 14:52:36,331 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 2 days, 21:35:22, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3126, loss: 2.3126, grad_norm: 5.4978 2020-07-25 14:52:48,545 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 2 days, 21:34:46, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.5135 2020-07-25 14:53:02,172 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 2 days, 21:34:19, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.4258 2020-07-25 14:53:15,691 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 2 days, 21:33:51, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7195, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.6622 2020-07-25 14:53:27,776 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 2 days, 21:33:15, time: 0.602, data_time: 0.004, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.5157 2020-07-25 14:53:40,775 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 2 days, 21:32:44, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2137, loss: 2.2137, grad_norm: 5.3751 2020-07-25 14:53:53,067 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 2 days, 21:32:09, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3599, loss: 2.3599, grad_norm: 5.5201 2020-07-25 14:54:05,385 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 2 days, 21:31:34, time: 0.616, data_time: 0.001, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.3835 2020-07-25 14:54:19,745 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 2 days, 21:31:11, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2858, loss: 2.2858, grad_norm: 5.4436 2020-07-25 14:54:31,938 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 2 days, 21:30:36, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7383, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.4533 2020-07-25 14:54:44,525 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 2 days, 21:30:02, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2833, loss: 2.2833, grad_norm: 5.4583 2020-07-25 14:54:56,935 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 2 days, 21:29:28, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2189, loss: 2.2189, grad_norm: 5.5295 2020-07-25 14:55:09,918 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 2 days, 21:28:57, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3343, loss: 2.3343, grad_norm: 5.6980 2020-07-25 14:55:22,768 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 2 days, 21:28:26, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.6466 2020-07-25 14:55:36,357 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 2 days, 21:27:59, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.4007 2020-07-25 14:55:48,482 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 2 days, 21:27:22, time: 0.603, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7266, loss_cls: 2.3012, loss: 2.3012, grad_norm: 5.5702 2020-07-25 14:56:01,876 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 2 days, 21:26:54, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3220, loss: 2.3220, grad_norm: 5.6572 2020-07-25 14:56:14,850 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 2 days, 21:26:23, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2054, loss: 2.2054, grad_norm: 5.4833 2020-07-25 14:56:27,319 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 2 days, 21:25:50, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.4263 2020-07-25 14:56:39,633 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 2 days, 21:25:14, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.4502 2020-07-25 14:56:51,874 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 2 days, 21:24:40, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.6032 2020-07-25 14:57:04,215 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 2 days, 21:24:05, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3329, loss: 2.3329, grad_norm: 5.6858 2020-07-25 14:57:16,445 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 2 days, 21:23:30, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.4528 2020-07-25 14:57:28,899 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 2 days, 21:22:56, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.2103, loss: 2.2103, grad_norm: 5.4933 2020-07-25 14:57:42,598 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 2 days, 21:22:30, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3165, loss: 2.3165, grad_norm: 5.4975 2020-07-25 14:57:55,667 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 2 days, 21:21:59, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.5094 2020-07-25 14:58:07,862 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 2 days, 21:21:24, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7344, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.5860 2020-07-25 14:58:20,209 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 2 days, 21:20:49, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.5559 2020-07-25 14:58:32,513 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 2 days, 21:20:15, time: 0.619, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.2053, loss: 2.2053, grad_norm: 5.5635 2020-07-25 14:58:45,860 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 2 days, 21:19:46, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.6612 2020-07-25 14:58:57,974 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 2 days, 21:19:11, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3064, loss: 2.3064, grad_norm: 5.5272 2020-07-25 14:59:10,621 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 2 days, 21:18:38, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3197, loss: 2.3197, grad_norm: 5.4599 2020-07-25 14:59:22,841 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 2 days, 21:18:03, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.5095 2020-07-25 14:59:37,662 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 2 days, 21:17:43, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2268, loss: 2.2268, grad_norm: 5.3934 2020-07-25 14:59:50,538 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 2 days, 21:17:12, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.5533 2020-07-25 15:00:03,586 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 2 days, 21:16:42, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.3126 2020-07-25 15:00:17,849 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 2 days, 21:16:18, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3194, loss: 2.3194, grad_norm: 5.4352 2020-07-25 15:00:30,531 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 2 days, 21:15:47, time: 0.642, data_time: 0.021, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3394, loss: 2.3394, grad_norm: 5.6322 2020-07-25 15:00:43,459 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 2 days, 21:15:16, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.3792 2020-07-25 15:00:57,721 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 2 days, 21:14:53, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2592, loss: 2.2592, grad_norm: 5.4145 2020-07-25 15:01:10,585 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 2 days, 21:14:22, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2096, loss: 2.2096, grad_norm: 5.4889 2020-07-25 15:01:23,819 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 2 days, 21:13:53, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7211, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.6284 2020-07-25 15:01:35,971 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 2 days, 21:13:18, time: 0.608, data_time: 0.004, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3065, loss: 2.3065, grad_norm: 5.5113 2020-07-25 15:01:48,639 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 2 days, 21:12:45, time: 0.634, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.5589 2020-07-25 15:02:01,197 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 2 days, 21:12:12, time: 0.625, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.4415 2020-07-25 15:02:14,203 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 2 days, 21:11:42, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7078, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.6553 2020-07-25 15:02:27,081 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 2 days, 21:11:11, time: 0.645, data_time: 0.003, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3759, loss: 2.3759, grad_norm: 5.5538 2020-07-25 15:02:39,735 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 2 days, 21:10:38, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1868, loss: 2.1868, grad_norm: 5.4326 2020-07-25 15:02:52,440 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 2 days, 21:10:07, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.3374 2020-07-25 15:03:05,465 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 2 days, 21:09:36, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2893, loss: 2.2893, grad_norm: 5.5622 2020-07-25 15:03:18,013 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 2 days, 21:09:04, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.2265, loss: 2.2265, grad_norm: 5.4813 2020-07-25 15:03:31,068 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 2 days, 21:08:34, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.5265 2020-07-25 15:03:43,283 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 2 days, 21:07:59, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2459, loss: 2.2459, grad_norm: 5.4482 2020-07-25 15:03:55,708 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 2 days, 21:07:25, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2155, loss: 2.2155, grad_norm: 5.6069 2020-07-25 15:04:07,977 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 2 days, 21:06:51, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.3004, loss: 2.3004, grad_norm: 5.5577 2020-07-25 15:04:21,258 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 2 days, 21:06:22, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7063, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.6189 2020-07-25 15:04:33,555 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 2 days, 21:05:48, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.5093 2020-07-25 15:04:45,858 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 2 days, 21:05:13, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7305, loss_cls: 2.2674, loss: 2.2674, grad_norm: 5.6135 2020-07-25 15:04:58,214 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 2 days, 21:04:40, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.3619 2020-07-25 15:05:10,639 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 2 days, 21:04:06, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.4085 2020-07-25 15:05:23,544 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 2 days, 21:03:36, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.4312 2020-07-25 15:05:35,988 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 2 days, 21:03:02, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.3038, loss: 2.3038, grad_norm: 5.5322 2020-07-25 15:05:48,508 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 2 days, 21:02:29, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.4279 2020-07-25 15:06:00,814 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 2 days, 21:01:55, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.5446 2020-07-25 15:06:14,173 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 2 days, 21:01:27, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.5773 2020-07-25 15:06:27,102 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 2 days, 21:00:57, time: 0.644, data_time: 0.010, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3250, loss: 2.3250, grad_norm: 5.6260 2020-07-25 15:06:39,280 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 2 days, 21:00:22, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3409, loss: 2.3409, grad_norm: 5.6854 2020-07-25 15:06:51,662 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 2 days, 20:59:48, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.3007, loss: 2.3007, grad_norm: 5.6145 2020-07-25 15:07:04,529 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 2 days, 20:59:18, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.5302 2020-07-25 15:07:16,738 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 2 days, 20:58:43, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.2972, loss: 2.2972, grad_norm: 5.5698 2020-07-25 15:07:29,022 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 2 days, 20:58:09, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.2059, loss: 2.2059, grad_norm: 5.3197 2020-07-25 15:07:42,525 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 2 days, 20:57:42, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.5574 2020-07-25 15:07:55,381 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 2 days, 20:57:11, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3684, loss: 2.3684, grad_norm: 5.6082 2020-07-25 15:08:07,982 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 2 days, 20:56:38, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7242, loss_cls: 2.2764, loss: 2.2764, grad_norm: 5.5498 2020-07-25 15:08:20,251 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 2 days, 20:56:05, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2663, loss: 2.2663, grad_norm: 5.5215 2020-07-25 15:08:32,618 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 2 days, 20:55:31, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3379, loss: 2.3379, grad_norm: 5.7415 2020-07-25 15:08:44,945 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 2 days, 20:54:57, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.3877 2020-07-25 15:08:57,624 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 2 days, 20:54:25, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7164, loss_cls: 2.3339, loss: 2.3339, grad_norm: 5.5880 2020-07-25 15:09:09,855 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 2 days, 20:53:51, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.6969, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.2888 2020-07-25 15:09:22,166 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 2 days, 20:53:17, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2953, loss: 2.2953, grad_norm: 5.4880 2020-07-25 15:09:34,899 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 2 days, 20:52:46, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.3868 2020-07-25 15:09:47,320 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 2 days, 20:52:12, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.2745 2020-07-25 15:09:59,592 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 2 days, 20:51:39, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7297, loss_cls: 2.2722, loss: 2.2722, grad_norm: 5.4946 2020-07-25 15:10:11,989 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 2 days, 20:51:05, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.4691 2020-07-25 15:10:24,563 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 2 days, 20:50:33, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.5488 2020-07-25 15:10:36,929 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 2 days, 20:49:59, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.3714 2020-07-25 15:10:49,145 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 2 days, 20:49:25, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.2914 2020-07-25 15:11:02,330 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 2 days, 20:48:56, time: 0.657, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3169, loss: 2.3169, grad_norm: 5.6272 2020-07-25 15:11:14,522 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 2 days, 20:48:22, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.2838, loss: 2.2838, grad_norm: 5.5283 2020-07-25 15:11:26,909 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 2 days, 20:47:49, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1936, loss: 2.1936, grad_norm: 5.4570 2020-07-25 15:11:40,732 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 2 days, 20:47:24, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.3407 2020-07-25 15:11:53,663 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 2 days, 20:46:54, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3180, loss: 2.3180, grad_norm: 5.5640 2020-07-25 15:12:08,055 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 2 days, 20:46:32, time: 0.721, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.4483 2020-07-25 15:12:20,157 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 2 days, 20:45:57, time: 0.605, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.5573 2020-07-25 15:12:32,812 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 2 days, 20:45:26, time: 0.633, data_time: 0.003, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7289, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.4518 2020-07-25 15:12:45,114 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 2 days, 20:44:52, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.2881, loss: 2.2881, grad_norm: 5.6263 2020-07-25 15:12:57,401 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 2 days, 20:44:18, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7328, loss_cls: 2.2757, loss: 2.2757, grad_norm: 5.6827 2020-07-25 15:13:09,646 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 2 days, 20:43:44, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.3494 2020-07-25 15:13:22,110 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 2 days, 20:43:12, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7156, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.4427 2020-07-25 15:13:35,159 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 2 days, 20:42:42, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2967, loss: 2.2967, grad_norm: 5.4942 2020-07-25 15:13:48,912 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 2 days, 20:42:17, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.3642, loss: 2.3642, grad_norm: 5.4717 2020-07-25 15:14:01,899 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 2 days, 20:41:47, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6844, loss_cls: 2.4454, loss: 2.4454, grad_norm: 5.6337 2020-07-25 15:14:14,779 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 2 days, 20:41:17, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7117, loss_cls: 2.4027, loss: 2.4027, grad_norm: 5.6485 2020-07-25 15:14:27,100 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 2 days, 20:40:43, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.2094, loss: 2.2094, grad_norm: 5.2993 2020-07-25 15:14:39,564 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 2 days, 20:40:11, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.3109, loss: 2.3109, grad_norm: 5.4620 2020-07-25 15:14:51,891 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 2 days, 20:39:37, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.4155 2020-07-25 15:15:04,131 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 2 days, 20:39:04, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7227, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.6104 2020-07-25 15:15:17,233 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 2 days, 20:38:34, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.4706 2020-07-25 15:15:29,492 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 2 days, 20:38:01, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.3149 2020-07-25 15:15:42,623 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 2 days, 20:37:32, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7281, loss_cls: 2.2916, loss: 2.2916, grad_norm: 5.4557 2020-07-25 15:15:55,155 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 2 days, 20:37:00, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2898, loss: 2.2898, grad_norm: 5.5099 2020-07-25 15:16:08,204 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 2 days, 20:36:31, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.6493 2020-07-25 15:16:21,047 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 2 days, 20:36:00, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2875, loss: 2.2875, grad_norm: 5.5423 2020-07-25 15:16:33,200 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 2 days, 20:35:26, time: 0.610, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.4912 2020-07-25 15:16:45,792 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 2 days, 20:34:54, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.4998 2020-07-25 15:16:58,452 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 2 days, 20:34:23, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.4933 2020-07-25 15:17:10,761 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 2 days, 20:33:50, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7125, loss_cls: 2.3599, loss: 2.3599, grad_norm: 5.6273 2020-07-25 15:17:23,001 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 2 days, 20:33:16, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.6883 2020-07-25 15:17:35,292 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 2 days, 20:32:43, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7008, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.4802 2020-07-25 15:17:47,745 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 2 days, 20:32:10, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.5335 2020-07-25 15:18:00,112 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 2 days, 20:31:37, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.4311 2020-07-25 15:18:13,581 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 2 days, 20:31:11, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4006, loss: 2.4006, grad_norm: 5.6030 2020-07-25 15:18:26,695 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 2 days, 20:30:42, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.5172 2020-07-25 15:18:40,003 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 2 days, 20:30:15, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2284, loss: 2.2284, grad_norm: 5.3315 2020-07-25 15:18:53,057 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 2 days, 20:29:45, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2113, loss: 2.2113, grad_norm: 5.5512 2020-07-25 15:19:05,168 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 2 days, 20:29:11, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2122, loss: 2.2122, grad_norm: 5.3706 2020-07-25 15:19:17,491 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 2 days, 20:28:38, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.4913 2020-07-25 15:19:29,954 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 2 days, 20:28:06, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.6274 2020-07-25 15:19:42,288 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 2 days, 20:27:33, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.3094, loss: 2.3094, grad_norm: 5.4801 2020-07-25 15:19:54,649 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 2 days, 20:27:00, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3157, loss: 2.3157, grad_norm: 5.5392 2020-07-25 15:20:08,064 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 2 days, 20:26:33, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.5130 2020-07-25 15:20:20,770 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 2 days, 20:26:02, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3617, loss: 2.3617, grad_norm: 5.6059 2020-07-25 15:20:33,812 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 2 days, 20:25:33, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.5226 2020-07-25 15:20:46,962 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 2 days, 20:25:05, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.4777 2020-07-25 15:20:59,330 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 2 days, 20:24:32, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3461, loss: 2.3461, grad_norm: 5.4947 2020-07-25 15:21:11,676 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 2 days, 20:23:59, time: 0.620, data_time: 0.010, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.5323 2020-07-25 15:21:24,235 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 2 days, 20:23:28, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.3367, loss: 2.3367, grad_norm: 5.6176 2020-07-25 15:21:36,562 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 2 days, 20:22:55, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.4703 2020-07-25 15:21:48,927 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 2 days, 20:22:22, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3302, loss: 2.3302, grad_norm: 5.6097 2020-07-25 15:22:01,129 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 2 days, 20:21:48, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2934, loss: 2.2934, grad_norm: 5.4921 2020-07-25 15:22:13,545 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 2 days, 20:21:16, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.5010 2020-07-25 15:22:25,973 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-25 15:22:51,401 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 2 days, 20:20:19, time: 1.177, data_time: 0.581, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.3304 2020-07-25 15:23:03,197 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 2 days, 20:19:43, time: 0.591, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2501, loss: 2.2501, grad_norm: 5.4486 2020-07-25 15:23:15,150 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 2 days, 20:19:08, time: 0.595, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.3533 2020-07-25 15:23:27,505 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 2 days, 20:18:36, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1639, loss: 2.1639, grad_norm: 5.5102 2020-07-25 15:23:39,856 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 2 days, 20:18:03, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7398, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.6432 2020-07-25 15:23:52,110 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 2 days, 20:17:30, time: 0.615, data_time: 0.010, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2292, loss: 2.2292, grad_norm: 5.5208 2020-07-25 15:24:04,684 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 2 days, 20:16:58, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2279, loss: 2.2279, grad_norm: 5.2888 2020-07-25 15:24:17,258 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 2 days, 20:16:27, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.3897 2020-07-25 15:24:31,172 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 2 days, 20:16:03, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7180, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.6175 2020-07-25 15:24:43,923 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 2 days, 20:15:33, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.2688, loss: 2.2688, grad_norm: 5.5624 2020-07-25 15:24:57,050 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 2 days, 20:15:05, time: 0.654, data_time: 0.012, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2622, loss: 2.2622, grad_norm: 5.4574 2020-07-25 15:25:09,333 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 2 days, 20:14:32, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.5951 2020-07-25 15:25:21,672 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 2 days, 20:13:59, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2902, loss: 2.2902, grad_norm: 5.5848 2020-07-25 15:25:33,904 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 2 days, 20:13:26, time: 0.612, data_time: 0.002, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7219, loss_cls: 2.3200, loss: 2.3200, grad_norm: 5.5984 2020-07-25 15:25:46,476 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 2 days, 20:12:54, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.1900, loss: 2.1900, grad_norm: 5.4636 2020-07-25 15:25:59,028 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 2 days, 20:12:23, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.4816 2020-07-25 15:26:11,933 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 2 days, 20:11:54, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7461, loss_cls: 2.1893, loss: 2.1893, grad_norm: 5.5528 2020-07-25 15:26:24,904 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 2 days, 20:11:25, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.4056 2020-07-25 15:26:37,357 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 2 days, 20:10:53, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.5875 2020-07-25 15:26:51,362 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 2 days, 20:10:30, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.4349 2020-07-25 15:27:03,928 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 2 days, 20:09:58, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7289, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.6316 2020-07-25 15:27:17,154 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 2 days, 20:09:31, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.6699 2020-07-25 15:27:30,138 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 2 days, 20:09:02, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7227, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.4825 2020-07-25 15:27:43,281 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 2 days, 20:08:34, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.2389, loss: 2.2389, grad_norm: 5.6463 2020-07-25 15:27:56,309 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 2 days, 20:08:05, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1908, loss: 2.1908, grad_norm: 5.4259 2020-07-25 15:28:08,698 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 2 days, 20:07:33, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.5009 2020-07-25 15:28:21,294 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 2 days, 20:07:02, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.4022 2020-07-25 15:28:33,681 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 2 days, 20:06:30, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2296, loss: 2.2296, grad_norm: 5.4125 2020-07-25 15:28:47,663 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 2 days, 20:06:07, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2510, loss: 2.2510, grad_norm: 5.5512 2020-07-25 15:29:01,352 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 2 days, 20:05:42, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.5461 2020-07-25 15:29:13,910 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 2 days, 20:05:11, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.5912 2020-07-25 15:29:26,752 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 2 days, 20:04:41, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.4818 2020-07-25 15:29:39,047 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 2 days, 20:04:08, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.3414 2020-07-25 15:29:51,738 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 2 days, 20:03:38, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2852, loss: 2.2852, grad_norm: 5.5558 2020-07-25 15:30:04,016 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 2 days, 20:03:06, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.5295 2020-07-25 15:30:18,513 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 2 days, 20:02:45, time: 0.725, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.4085 2020-07-25 15:30:30,708 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 2 days, 20:02:12, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.2999, loss: 2.2999, grad_norm: 5.5767 2020-07-25 15:30:43,828 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 2 days, 20:01:44, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.5588 2020-07-25 15:30:56,408 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 2 days, 20:01:13, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.4964 2020-07-25 15:31:08,486 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 2 days, 20:00:40, time: 0.606, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.5049 2020-07-25 15:31:21,969 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 2 days, 20:00:13, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2732, loss: 2.2732, grad_norm: 5.4979 2020-07-25 15:31:34,404 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 2 days, 19:59:42, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7445, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.4112 2020-07-25 15:31:46,698 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 2 days, 19:59:09, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.4170 2020-07-25 15:31:58,915 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 2 days, 19:58:36, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.3575, loss: 2.3575, grad_norm: 5.6547 2020-07-25 15:32:11,284 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 2 days, 19:58:04, time: 0.616, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.4510 2020-07-25 15:32:23,605 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 2 days, 19:57:32, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.3907 2020-07-25 15:32:36,401 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 2 days, 19:57:02, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2336, loss: 2.2336, grad_norm: 5.5105 2020-07-25 15:32:48,900 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 2 days, 19:56:31, time: 0.629, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7320, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.6765 2020-07-25 15:33:01,697 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 2 days, 19:56:01, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3198, loss: 2.3198, grad_norm: 5.5880 2020-07-25 15:33:14,002 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 2 days, 19:55:29, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.5082 2020-07-25 15:33:26,314 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 2 days, 19:54:57, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.4429 2020-07-25 15:33:39,325 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 2 days, 19:54:29, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2456, loss: 2.2456, grad_norm: 5.5550 2020-07-25 15:33:52,877 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 2 days, 19:54:03, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.2820, loss: 2.2820, grad_norm: 5.5446 2020-07-25 15:34:04,915 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 2 days, 19:53:29, time: 0.604, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.6358 2020-07-25 15:34:17,244 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 2 days, 19:52:57, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.6447 2020-07-25 15:34:30,252 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 2 days, 19:52:29, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.6093 2020-07-25 15:34:42,731 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 2 days, 19:51:57, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.6725 2020-07-25 15:34:55,605 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 2 days, 19:51:29, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.5574 2020-07-25 15:35:08,616 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 2 days, 19:51:00, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.2240, loss: 2.2240, grad_norm: 5.6728 2020-07-25 15:35:21,517 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 2 days, 19:50:31, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2294, loss: 2.2294, grad_norm: 5.6053 2020-07-25 15:35:33,926 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 2 days, 19:50:00, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.3858 2020-07-25 15:35:47,785 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 2 days, 19:49:36, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2652, loss: 2.2652, grad_norm: 5.7244 2020-07-25 15:36:00,502 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 2 days, 19:49:06, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.6148 2020-07-25 15:36:13,380 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 2 days, 19:48:37, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7055, loss_cls: 2.3639, loss: 2.3639, grad_norm: 5.6371 2020-07-25 15:36:25,456 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 2 days, 19:48:04, time: 0.606, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2161, loss: 2.2161, grad_norm: 5.5210 2020-07-25 15:36:37,909 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 2 days, 19:47:31, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7367, loss_cls: 2.1968, loss: 2.1968, grad_norm: 5.5819 2020-07-25 15:36:51,902 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 2 days, 19:47:10, time: 0.710, data_time: 0.012, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.4193 2020-07-25 15:37:04,683 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 2 days, 19:46:40, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.6292 2020-07-25 15:37:17,029 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 2 days, 19:46:08, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.3539 2020-07-25 15:37:30,587 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 2 days, 19:45:43, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.5344 2020-07-25 15:37:43,920 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 2 days, 19:45:17, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.3182, loss: 2.3182, grad_norm: 5.7598 2020-07-25 15:37:57,243 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 2 days, 19:44:50, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.6339 2020-07-25 15:38:09,356 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 2 days, 19:44:17, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.4901 2020-07-25 15:38:21,592 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 2 days, 19:43:44, time: 0.609, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.5356 2020-07-25 15:38:33,834 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 2 days, 19:43:12, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6977, loss_cls: 2.4140, loss: 2.4140, grad_norm: 5.7380 2020-07-25 15:38:46,539 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 2 days, 19:42:42, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7156, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.4865 2020-07-25 15:38:59,478 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 2 days, 19:42:14, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.3518 2020-07-25 15:39:12,763 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 2 days, 19:41:47, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.4190 2020-07-25 15:39:25,212 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 2 days, 19:41:16, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.4615 2020-07-25 15:39:38,207 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 2 days, 19:40:48, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2456, loss: 2.2456, grad_norm: 5.3333 2020-07-25 15:39:51,811 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 2 days, 19:40:23, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.5967 2020-07-25 15:40:04,381 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 2 days, 19:39:52, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7438, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.5901 2020-07-25 15:40:16,804 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 2 days, 19:39:21, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.5833 2020-07-25 15:40:29,264 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 2 days, 19:38:50, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.4546 2020-07-25 15:40:41,458 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 2 days, 19:38:18, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.5600 2020-07-25 15:40:53,808 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 2 days, 19:37:46, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2615, loss: 2.2615, grad_norm: 5.4951 2020-07-25 15:41:05,978 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 2 days, 19:37:14, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7359, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.5684 2020-07-25 15:41:18,382 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 2 days, 19:36:42, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.4157 2020-07-25 15:41:30,507 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 2 days, 19:36:09, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7344, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.5499 2020-07-25 15:41:43,753 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 2 days, 19:35:43, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7305, loss_cls: 2.2667, loss: 2.2667, grad_norm: 5.4903 2020-07-25 15:41:56,399 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 2 days, 19:35:13, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.5510 2020-07-25 15:42:08,849 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 2 days, 19:34:41, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7258, loss_cls: 2.3080, loss: 2.3080, grad_norm: 5.6183 2020-07-25 15:42:21,204 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 2 days, 19:34:10, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.4084 2020-07-25 15:42:33,511 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 2 days, 19:33:38, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.4666 2020-07-25 15:42:45,975 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 2 days, 19:33:07, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7516, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.5524 2020-07-25 15:42:58,431 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 2 days, 19:32:36, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.5463 2020-07-25 15:43:10,940 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 2 days, 19:32:06, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3666, loss: 2.3666, grad_norm: 5.5758 2020-07-25 15:43:24,814 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 2 days, 19:31:42, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.3184 2020-07-25 15:43:36,898 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 2 days, 19:31:10, time: 0.607, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2731, loss: 2.2731, grad_norm: 5.4084 2020-07-25 15:43:49,308 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 2 days, 19:30:38, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7383, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.4242 2020-07-25 15:44:01,736 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 2 days, 19:30:08, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.3350 2020-07-25 15:44:14,114 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 2 days, 19:29:36, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7047, loss_cls: 2.2974, loss: 2.2974, grad_norm: 5.5439 2020-07-25 15:44:27,291 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 2 days, 19:29:09, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7102, loss_cls: 2.2832, loss: 2.2832, grad_norm: 5.5426 2020-07-25 15:44:39,644 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 2 days, 19:28:38, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.2247, loss: 2.2247, grad_norm: 5.4826 2020-07-25 15:44:51,936 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 2 days, 19:28:06, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2419, loss: 2.2419, grad_norm: 5.4452 2020-07-25 15:45:04,926 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 2 days, 19:27:38, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.5274 2020-07-25 15:45:17,307 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 2 days, 19:27:07, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.4572 2020-07-25 15:45:30,319 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 2 days, 19:26:39, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4065, loss: 2.4065, grad_norm: 5.6812 2020-07-25 15:45:42,453 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 2 days, 19:26:07, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.5402 2020-07-25 15:45:55,876 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 2 days, 19:25:41, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.4628 2020-07-25 15:46:08,568 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 2 days, 19:25:12, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.4026 2020-07-25 15:46:20,861 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 2 days, 19:24:40, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.5866 2020-07-25 15:46:33,114 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 2 days, 19:24:09, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3582, loss: 2.3582, grad_norm: 5.6326 2020-07-25 15:46:45,437 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 2 days, 19:23:37, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7250, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.4803 2020-07-25 15:46:57,684 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 2 days, 19:23:05, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.6083 2020-07-25 15:47:11,588 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 2 days, 19:22:42, time: 0.693, data_time: 0.004, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.5338 2020-07-25 15:47:25,084 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 2 days, 19:22:17, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.5084 2020-07-25 15:47:37,890 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 2 days, 19:21:48, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.4071 2020-07-25 15:47:50,517 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 2 days, 19:21:19, time: 0.635, data_time: 0.012, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3197, loss: 2.3197, grad_norm: 5.4194 2020-07-25 15:48:03,384 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 2 days, 19:20:50, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2165, loss: 2.2165, grad_norm: 5.4343 2020-07-25 15:48:15,856 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 2 days, 19:20:20, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.3402 2020-07-25 15:48:29,257 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 2 days, 19:19:54, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2461, loss: 2.2461, grad_norm: 5.4227 2020-07-25 15:48:41,525 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 2 days, 19:19:23, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2548, loss: 2.2548, grad_norm: 5.5852 2020-07-25 15:48:54,690 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 2 days, 19:18:56, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.5160 2020-07-25 15:49:07,058 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 2 days, 19:18:25, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3251, loss: 2.3251, grad_norm: 5.5526 2020-07-25 15:49:20,374 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 2 days, 19:17:59, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2498, loss: 2.2498, grad_norm: 5.4598 2020-07-25 15:49:34,575 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 2 days, 19:17:38, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2611, loss: 2.2611, grad_norm: 5.4929 2020-07-25 15:49:46,878 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 2 days, 19:17:06, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1968, loss: 2.1968, grad_norm: 5.4795 2020-07-25 15:49:58,950 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 2 days, 19:16:34, time: 0.610, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.4465 2020-07-25 15:50:11,332 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 2 days, 19:16:03, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.6232 2020-07-25 15:50:23,521 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 2 days, 19:15:31, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.5304 2020-07-25 15:50:37,160 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 2 days, 19:15:06, time: 0.679, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2275, loss: 2.2275, grad_norm: 5.4097 2020-07-25 15:50:50,074 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 2 days, 19:14:39, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.6385 2020-07-25 15:51:02,403 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 2 days, 19:14:07, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.2646, loss: 2.2646, grad_norm: 5.3979 2020-07-25 15:51:14,793 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 2 days, 19:13:37, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.4862 2020-07-25 15:51:27,048 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 2 days, 19:13:05, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.5606 2020-07-25 15:51:39,338 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 2 days, 19:12:34, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.5325 2020-07-25 15:51:52,670 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 2 days, 19:12:08, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.4403 2020-07-25 15:52:05,098 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 2 days, 19:11:38, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.3312, loss: 2.3312, grad_norm: 5.7172 2020-07-25 15:52:17,980 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 2 days, 19:11:09, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3243, loss: 2.3243, grad_norm: 5.5454 2020-07-25 15:52:30,626 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 2 days, 19:10:40, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2994, loss: 2.2994, grad_norm: 5.6555 2020-07-25 15:52:42,853 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 2 days, 19:10:08, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.3943, loss: 2.3943, grad_norm: 5.6176 2020-07-25 15:52:57,632 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 2 days, 19:09:50, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.4332 2020-07-25 15:53:09,634 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 2 days, 19:09:17, time: 0.598, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3502, loss: 2.3502, grad_norm: 5.5016 2020-07-25 15:53:21,865 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 2 days, 19:08:46, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3336, loss: 2.3336, grad_norm: 5.5014 2020-07-25 15:53:34,380 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 2 days, 19:08:16, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7461, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.3730 2020-07-25 15:53:47,430 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 2 days, 19:07:49, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2846, loss: 2.2846, grad_norm: 5.5409 2020-07-25 15:54:00,163 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 2 days, 19:07:20, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.4168 2020-07-25 15:54:12,959 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 2 days, 19:06:52, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3615, loss: 2.3615, grad_norm: 5.6711 2020-07-25 15:54:25,227 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 2 days, 19:06:20, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.4224 2020-07-25 15:54:37,448 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 2 days, 19:05:49, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.3899 2020-07-25 15:54:49,659 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 2 days, 19:05:17, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2804, loss: 2.2804, grad_norm: 5.5427 2020-07-25 15:55:04,106 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 2 days, 19:04:58, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.3818 2020-07-25 15:55:16,354 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 2 days, 19:04:26, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.3662 2020-07-25 15:55:29,102 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 2 days, 19:03:57, time: 0.634, data_time: 0.009, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7375, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.5140 2020-07-25 15:55:41,615 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 2 days, 19:03:28, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.6068 2020-07-25 15:55:53,754 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 2 days, 19:02:55, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.5061 2020-07-25 15:56:06,225 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 2 days, 19:02:26, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.2875, loss: 2.2875, grad_norm: 5.4431 2020-07-25 15:56:19,470 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 2 days, 19:01:59, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.2623, loss: 2.2623, grad_norm: 5.4178 2020-07-25 15:56:31,930 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 2 days, 19:01:29, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1430, loss: 2.1430, grad_norm: 5.4510 2020-07-25 15:56:44,476 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 2 days, 19:00:59, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2151, loss: 2.2151, grad_norm: 5.5509 2020-07-25 15:56:57,343 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 2 days, 19:00:32, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2754, loss: 2.2754, grad_norm: 5.4604 2020-07-25 15:57:09,538 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 2 days, 19:00:00, time: 0.608, data_time: 0.004, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.3518, loss: 2.3518, grad_norm: 5.5086 2020-07-25 15:57:21,710 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 2 days, 18:59:29, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2601, loss: 2.2601, grad_norm: 5.3225 2020-07-25 15:57:34,106 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 2 days, 18:58:58, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2601, loss: 2.2601, grad_norm: 5.4625 2020-07-25 15:57:47,649 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 2 days, 18:58:34, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.5341 2020-07-25 15:58:00,796 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 2 days, 18:58:07, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7266, loss_cls: 2.2958, loss: 2.2958, grad_norm: 5.5486 2020-07-25 15:58:13,685 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 2 days, 18:57:39, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.4531 2020-07-25 15:58:26,489 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 2 days, 18:57:11, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2079, loss: 2.2079, grad_norm: 5.3776 2020-07-25 15:58:38,666 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 2 days, 18:56:40, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.4825 2020-07-25 15:58:51,271 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 2 days, 18:56:10, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.5618 2020-07-25 15:59:03,499 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 2 days, 18:55:39, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3655, loss: 2.3655, grad_norm: 5.5283 2020-07-25 15:59:15,911 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 2 days, 18:55:09, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7375, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.3770 2020-07-25 15:59:29,326 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 2 days, 18:54:44, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.5270 2020-07-25 15:59:42,646 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 2 days, 18:54:18, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.6469 2020-07-25 15:59:56,081 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 2 days, 18:53:54, time: 0.676, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.3980 2020-07-25 16:00:11,245 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 2 days, 18:53:37, time: 0.749, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2712, loss: 2.2712, grad_norm: 5.4397 2020-07-25 16:00:23,461 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 2 days, 18:53:07, time: 0.620, data_time: 0.018, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7281, loss_cls: 2.3097, loss: 2.3097, grad_norm: 5.5105 2020-07-25 16:00:37,976 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 2 days, 18:52:47, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7305, loss_cls: 2.2792, loss: 2.2792, grad_norm: 5.4987 2020-07-25 16:00:51,061 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 2 days, 18:52:21, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.5296 2020-07-25 16:01:03,597 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 2 days, 18:51:51, time: 0.624, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.5790 2020-07-25 16:01:17,682 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 2 days, 18:51:30, time: 0.708, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.3990, loss: 2.3990, grad_norm: 5.7816 2020-07-25 16:01:30,261 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 2 days, 18:51:00, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.5579 2020-07-25 16:01:42,472 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 2 days, 18:50:29, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7164, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.6037 2020-07-25 16:01:54,785 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 2 days, 18:49:59, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.5676 2020-07-25 16:02:07,077 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 2 days, 18:49:28, time: 0.609, data_time: 0.004, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7352, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.6558 2020-07-25 16:02:19,391 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 2 days, 18:48:58, time: 0.621, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3182, loss: 2.3182, grad_norm: 5.3885 2020-07-25 16:02:31,464 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-25 16:02:56,414 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 2 days, 18:48:02, time: 1.146, data_time: 0.539, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.4405 2020-07-25 16:03:08,886 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 2 days, 18:47:32, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.4834 2020-07-25 16:03:21,800 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 2 days, 18:47:04, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2260, loss: 2.2260, grad_norm: 5.5589 2020-07-25 16:03:33,857 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 2 days, 18:46:33, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.4195 2020-07-25 16:03:46,912 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 2 days, 18:46:06, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6875, loss_cls: 2.4186, loss: 2.4186, grad_norm: 5.6715 2020-07-25 16:03:59,045 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 2 days, 18:45:34, time: 0.607, data_time: 0.004, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.4144 2020-07-25 16:04:11,579 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 2 days, 18:45:05, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.2943, loss: 2.2943, grad_norm: 5.5209 2020-07-25 16:04:24,805 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 2 days, 18:44:39, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.3551 2020-07-25 16:04:37,254 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 2 days, 18:44:09, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.3700 2020-07-25 16:04:49,477 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 2 days, 18:43:38, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.4680 2020-07-25 16:05:01,983 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 2 days, 18:43:09, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7469, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.5366 2020-07-25 16:05:14,336 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 2 days, 18:42:39, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7516, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.4372 2020-07-25 16:05:27,972 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 2 days, 18:42:15, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.6499 2020-07-25 16:05:40,225 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 2 days, 18:41:44, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.5253 2020-07-25 16:05:52,650 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 2 days, 18:41:14, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.6355 2020-07-25 16:06:07,066 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 2 days, 18:40:55, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1575, loss: 2.1575, grad_norm: 5.4534 2020-07-25 16:06:19,185 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 2 days, 18:40:24, time: 0.606, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.6035 2020-07-25 16:06:31,533 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 2 days, 18:39:53, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7297, loss_cls: 2.1894, loss: 2.1894, grad_norm: 5.6630 2020-07-25 16:06:45,098 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 2 days, 18:39:29, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.6508 2020-07-25 16:06:57,444 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 2 days, 18:38:59, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.4074 2020-07-25 16:07:09,976 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 2 days, 18:38:30, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.3547 2020-07-25 16:07:23,545 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 2 days, 18:38:06, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.4430 2020-07-25 16:07:37,390 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 2 days, 18:37:44, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.3850 2020-07-25 16:07:49,713 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 2 days, 18:37:13, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.1937, loss: 2.1937, grad_norm: 5.5899 2020-07-25 16:08:02,019 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 2 days, 18:36:43, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.5846 2020-07-25 16:08:14,662 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 2 days, 18:36:14, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2264, loss: 2.2264, grad_norm: 5.4331 2020-07-25 16:08:27,885 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 2 days, 18:35:49, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7305, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.7603 2020-07-25 16:08:41,128 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 2 days, 18:35:23, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.6201 2020-07-25 16:08:54,568 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 2 days, 18:34:59, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2501, loss: 2.2501, grad_norm: 5.5504 2020-07-25 16:09:07,002 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 2 days, 18:34:29, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2022, loss: 2.2022, grad_norm: 5.5116 2020-07-25 16:09:19,641 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 2 days, 18:34:01, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2143, loss: 2.2143, grad_norm: 5.4117 2020-07-25 16:09:33,264 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 2 days, 18:33:37, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.5976 2020-07-25 16:09:46,009 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 2 days, 18:33:09, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.2177, loss: 2.2177, grad_norm: 5.4109 2020-07-25 16:09:58,348 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 2 days, 18:32:39, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2852, loss: 2.2852, grad_norm: 5.5863 2020-07-25 16:10:10,848 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 2 days, 18:32:10, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.4231 2020-07-25 16:10:24,018 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 2 days, 18:31:44, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.4361 2020-07-25 16:10:36,506 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 2 days, 18:31:15, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.2003, loss: 2.2003, grad_norm: 5.4480 2020-07-25 16:10:50,996 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 2 days, 18:30:55, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.6529 2020-07-25 16:11:03,215 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 2 days, 18:30:25, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2518, loss: 2.2518, grad_norm: 5.3766 2020-07-25 16:11:16,631 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 2 days, 18:30:00, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.4722 2020-07-25 16:11:30,010 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 2 days, 18:29:36, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7602, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.4381 2020-07-25 16:11:43,408 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 2 days, 18:29:11, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1560, loss: 2.1560, grad_norm: 5.3958 2020-07-25 16:11:55,931 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 2 days, 18:28:42, time: 0.626, data_time: 0.002, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7445, loss_cls: 2.2209, loss: 2.2209, grad_norm: 5.6490 2020-07-25 16:12:09,197 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 2 days, 18:28:17, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.4687 2020-07-25 16:12:21,687 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 2 days, 18:27:48, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.5470 2020-07-25 16:12:34,315 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 2 days, 18:27:19, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1503, loss: 2.1503, grad_norm: 5.5105 2020-07-25 16:12:48,103 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 2 days, 18:26:57, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.5648 2020-07-25 16:13:01,523 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 2 days, 18:26:32, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7047, loss_cls: 2.3043, loss: 2.3043, grad_norm: 5.5387 2020-07-25 16:13:14,756 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 2 days, 18:26:07, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.3982 2020-07-25 16:13:27,318 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 2 days, 18:25:38, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.5175 2020-07-25 16:13:40,632 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 2 days, 18:25:13, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.4976 2020-07-25 16:13:54,046 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 2 days, 18:24:49, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.5176 2020-07-25 16:14:06,405 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 2 days, 18:24:19, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3274, loss: 2.3274, grad_norm: 5.4624 2020-07-25 16:14:21,322 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 2 days, 18:24:02, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.4166 2020-07-25 16:14:33,528 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 2 days, 18:23:32, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.4671 2020-07-25 16:14:45,962 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 2 days, 18:23:02, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.6326 2020-07-25 16:14:59,674 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 2 days, 18:22:39, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7227, loss_cls: 2.2841, loss: 2.2841, grad_norm: 5.7150 2020-07-25 16:15:12,361 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 2 days, 18:22:11, time: 0.631, data_time: 0.004, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1948, loss: 2.1948, grad_norm: 5.5262 2020-07-25 16:15:25,333 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 2 days, 18:21:45, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.4442 2020-07-25 16:15:37,828 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 2 days, 18:21:15, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.3058, loss: 2.3058, grad_norm: 5.5562 2020-07-25 16:15:50,833 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 2 days, 18:20:49, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.5646 2020-07-25 16:16:03,567 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 2 days, 18:20:21, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.4947 2020-07-25 16:16:17,748 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 2 days, 18:20:01, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.5217 2020-07-25 16:16:31,534 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 2 days, 18:19:38, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.5082 2020-07-25 16:16:43,667 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 2 days, 18:19:08, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.6368 2020-07-25 16:16:56,608 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 2 days, 18:18:41, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.5106 2020-07-25 16:17:09,573 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 2 days, 18:18:14, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.6907 2020-07-25 16:17:22,231 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 2 days, 18:17:46, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.5442 2020-07-25 16:17:35,117 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 2 days, 18:17:19, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.4871 2020-07-25 16:17:47,820 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 2 days, 18:16:51, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.5511 2020-07-25 16:18:00,850 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 2 days, 18:16:25, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2458, loss: 2.2458, grad_norm: 5.6042 2020-07-25 16:18:13,557 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 2 days, 18:15:57, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7227, loss_cls: 2.3107, loss: 2.3107, grad_norm: 5.7143 2020-07-25 16:18:26,478 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 2 days, 18:15:31, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.2627 2020-07-25 16:18:39,442 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 2 days, 18:15:04, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.3868 2020-07-25 16:18:51,847 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 2 days, 18:14:35, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.4506 2020-07-25 16:19:05,196 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 2 days, 18:14:10, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.4327 2020-07-25 16:19:17,695 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 2 days, 18:13:41, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2137, loss: 2.2137, grad_norm: 5.4062 2020-07-25 16:19:31,066 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 2 days, 18:13:17, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7336, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.4709 2020-07-25 16:19:44,658 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 2 days, 18:12:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2364, loss: 2.2364, grad_norm: 5.4982 2020-07-25 16:19:58,087 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 2 days, 18:12:29, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.2239 2020-07-25 16:20:11,727 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 2 days, 18:12:07, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1779, loss: 2.1779, grad_norm: 5.3631 2020-07-25 16:20:24,369 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 2 days, 18:11:38, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.5219 2020-07-25 16:20:37,991 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 2 days, 18:11:15, time: 0.684, data_time: 0.011, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.3065, loss: 2.3065, grad_norm: 5.7195 2020-07-25 16:20:50,314 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 2 days, 18:10:45, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.4292 2020-07-25 16:21:03,585 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 2 days, 18:10:21, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3238, loss: 2.3238, grad_norm: 5.5302 2020-07-25 16:21:15,880 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 2 days, 18:09:51, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7305, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.4074 2020-07-25 16:21:29,138 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 2 days, 18:09:26, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.3756, loss: 2.3756, grad_norm: 5.6067 2020-07-25 16:21:41,844 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 2 days, 18:08:58, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.3057, loss: 2.3057, grad_norm: 5.4822 2020-07-25 16:21:56,254 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 2 days, 18:08:39, time: 0.719, data_time: 0.008, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3552, loss: 2.3552, grad_norm: 5.4297 2020-07-25 16:22:08,374 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 2 days, 18:08:09, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3312, loss: 2.3312, grad_norm: 5.4957 2020-07-25 16:22:21,604 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 2 days, 18:07:43, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.4009 2020-07-25 16:22:34,580 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 2 days, 18:07:17, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.4770 2020-07-25 16:22:47,399 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 2 days, 18:06:50, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7102, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.5986 2020-07-25 16:23:00,485 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 2 days, 18:06:24, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2242, loss: 2.2242, grad_norm: 5.5961 2020-07-25 16:23:13,896 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 2 days, 18:06:00, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.3438 2020-07-25 16:23:26,770 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 2 days, 18:05:34, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.5662 2020-07-25 16:23:40,480 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 2 days, 18:05:11, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.4041 2020-07-25 16:23:53,159 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 2 days, 18:04:43, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.3275 2020-07-25 16:24:06,051 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 2 days, 18:04:16, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2361, loss: 2.2361, grad_norm: 5.5253 2020-07-25 16:24:19,689 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 2 days, 18:03:54, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1982, loss: 2.1982, grad_norm: 5.5083 2020-07-25 16:24:33,376 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 2 days, 18:03:31, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.4360 2020-07-25 16:24:45,555 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 2 days, 18:03:01, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.5699 2020-07-25 16:24:58,107 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 2 days, 18:02:32, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.5503 2020-07-25 16:25:10,601 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 2 days, 18:02:04, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.2048, loss: 2.2048, grad_norm: 5.5935 2020-07-25 16:25:23,856 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 2 days, 18:01:39, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.2067, loss: 2.2067, grad_norm: 5.5963 2020-07-25 16:25:36,419 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 2 days, 18:01:11, time: 0.632, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.3805 2020-07-25 16:25:49,740 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 2 days, 18:00:46, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2198, loss: 2.2198, grad_norm: 5.5015 2020-07-25 16:26:03,833 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 2 days, 18:00:26, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.5178 2020-07-25 16:26:17,353 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 2 days, 18:00:02, time: 0.674, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.5415 2020-07-25 16:26:30,551 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 2 days, 17:59:37, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.3043 2020-07-25 16:26:44,023 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 2 days, 17:59:14, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.3895 2020-07-25 16:26:56,197 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 2 days, 17:58:43, time: 0.608, data_time: 0.004, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7391, loss_cls: 2.2471, loss: 2.2471, grad_norm: 5.4533 2020-07-25 16:27:08,646 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 2 days, 17:58:14, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2090, loss: 2.2090, grad_norm: 5.4404 2020-07-25 16:27:21,933 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 2 days, 17:57:50, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.1989, loss: 2.1989, grad_norm: 5.4548 2020-07-25 16:27:34,315 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 2 days, 17:57:21, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.3181, loss: 2.3181, grad_norm: 5.5670 2020-07-25 16:27:46,630 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 2 days, 17:56:51, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.5494 2020-07-25 16:27:58,968 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 2 days, 17:56:22, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7109, loss_cls: 2.2689, loss: 2.2689, grad_norm: 5.5604 2020-07-25 16:28:11,566 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 2 days, 17:55:54, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.4351 2020-07-25 16:28:26,080 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 2 days, 17:55:36, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.4629 2020-07-25 16:28:38,234 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 2 days, 17:55:06, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.4361 2020-07-25 16:28:50,884 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 2 days, 17:54:38, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.2795, loss: 2.2795, grad_norm: 5.5334 2020-07-25 16:29:03,298 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 2 days, 17:54:09, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.3582 2020-07-25 16:29:17,124 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 2 days, 17:53:47, time: 0.690, data_time: 0.009, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7008, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.4353 2020-07-25 16:29:29,378 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 2 days, 17:53:18, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2551, loss: 2.2551, grad_norm: 5.5335 2020-07-25 16:29:41,855 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 2 days, 17:52:49, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.3273 2020-07-25 16:29:55,057 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 2 days, 17:52:24, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7289, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.5080 2020-07-25 16:30:07,313 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 2 days, 17:51:54, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.7604 2020-07-25 16:30:19,686 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 2 days, 17:51:26, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2027, loss: 2.2027, grad_norm: 5.3299 2020-07-25 16:30:33,134 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 2 days, 17:51:02, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2122, loss: 2.2122, grad_norm: 5.4430 2020-07-25 16:30:46,244 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 2 days, 17:50:37, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.5618 2020-07-25 16:30:58,346 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 2 days, 17:50:06, time: 0.603, data_time: 0.004, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.3869, loss: 2.3869, grad_norm: 5.6654 2020-07-25 16:31:10,941 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 2 days, 17:49:38, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.3936 2020-07-25 16:31:24,361 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 2 days, 17:49:14, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2426, loss: 2.2426, grad_norm: 5.6430 2020-07-25 16:31:36,556 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 2 days, 17:48:45, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.5061 2020-07-25 16:31:50,594 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 2 days, 17:48:24, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.5645 2020-07-25 16:32:02,927 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 2 days, 17:47:55, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.4320 2020-07-25 16:32:16,218 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 2 days, 17:47:31, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.4070 2020-07-25 16:32:30,065 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 2 days, 17:47:09, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.4731 2020-07-25 16:32:42,730 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 2 days, 17:46:41, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7070, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.4295 2020-07-25 16:32:55,608 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 2 days, 17:46:15, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.3245 2020-07-25 16:33:09,221 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 2 days, 17:45:52, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7227, loss_cls: 2.2809, loss: 2.2809, grad_norm: 5.6207 2020-07-25 16:33:21,414 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 2 days, 17:45:23, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2546, loss: 2.2546, grad_norm: 5.4701 2020-07-25 16:33:33,815 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 2 days, 17:44:54, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2945, loss: 2.2945, grad_norm: 5.5726 2020-07-25 16:33:46,979 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 2 days, 17:44:29, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1887, loss: 2.1887, grad_norm: 5.3902 2020-07-25 16:33:59,523 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 2 days, 17:44:01, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1501, loss: 2.1501, grad_norm: 5.3636 2020-07-25 16:34:11,830 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 2 days, 17:43:32, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7273, loss_cls: 2.2871, loss: 2.2871, grad_norm: 5.5942 2020-07-25 16:34:24,348 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 2 days, 17:43:04, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.4531 2020-07-25 16:34:37,416 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 2 days, 17:42:38, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.4856 2020-07-25 16:34:49,765 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 2 days, 17:42:09, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.6081 2020-07-25 16:35:03,278 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 2 days, 17:41:46, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2217, loss: 2.2217, grad_norm: 5.4477 2020-07-25 16:35:15,672 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 2 days, 17:41:18, time: 0.620, data_time: 0.002, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2453, loss: 2.2453, grad_norm: 5.4574 2020-07-25 16:35:28,578 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 2 days, 17:40:51, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.6384 2020-07-25 16:35:41,953 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 2 days, 17:40:28, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7086, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.8379 2020-07-25 16:35:54,693 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 2 days, 17:40:01, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.6363 2020-07-25 16:36:07,384 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 2 days, 17:39:34, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.6760 2020-07-25 16:36:19,734 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 2 days, 17:39:05, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.4952 2020-07-25 16:36:33,542 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 2 days, 17:38:43, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3293, loss: 2.3293, grad_norm: 5.7124 2020-07-25 16:36:46,708 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 2 days, 17:38:18, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2492, loss: 2.2492, grad_norm: 5.4070 2020-07-25 16:36:58,956 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 2 days, 17:37:49, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2380, loss: 2.2380, grad_norm: 5.4439 2020-07-25 16:37:13,230 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 2 days, 17:37:29, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.3685 2020-07-25 16:37:26,961 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 2 days, 17:37:08, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.4816 2020-07-25 16:37:39,886 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 2 days, 17:36:41, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.4856 2020-07-25 16:37:52,159 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 2 days, 17:36:12, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7453, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.5151 2020-07-25 16:38:04,606 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 2 days, 17:35:44, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.5887 2020-07-25 16:38:17,033 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 2 days, 17:35:16, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.6704 2020-07-25 16:38:29,293 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 2 days, 17:34:46, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7391, loss_cls: 2.2130, loss: 2.2130, grad_norm: 5.3943 2020-07-25 16:38:42,342 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 2 days, 17:34:21, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.3136 2020-07-25 16:38:54,938 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 2 days, 17:33:54, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7078, loss_cls: 2.3166, loss: 2.3166, grad_norm: 5.5095 2020-07-25 16:39:07,452 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 2 days, 17:33:26, time: 0.627, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.2329, loss: 2.2329, grad_norm: 5.6219 2020-07-25 16:39:20,454 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 2 days, 17:33:00, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.3145, loss: 2.3145, grad_norm: 5.6220 2020-07-25 16:39:33,246 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 2 days, 17:32:34, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.3616 2020-07-25 16:39:45,586 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 2 days, 17:32:05, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.4399 2020-07-25 16:39:57,881 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 2 days, 17:31:36, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.2898, loss: 2.2898, grad_norm: 5.4853 2020-07-25 16:40:11,768 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 2 days, 17:31:15, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.4853 2020-07-25 16:40:23,847 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 2 days, 17:30:45, time: 0.607, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.3954 2020-07-25 16:40:36,348 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 2 days, 17:30:17, time: 0.623, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.2305, loss: 2.2305, grad_norm: 5.5200 2020-07-25 16:40:49,979 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 2 days, 17:29:54, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.3877 2020-07-25 16:41:02,292 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 2 days, 17:29:25, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.3473, loss: 2.3473, grad_norm: 5.8029 2020-07-25 16:41:15,835 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 2 days, 17:29:03, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.4461 2020-07-25 16:41:28,031 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 2 days, 17:28:33, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2528, loss: 2.2528, grad_norm: 5.4752 2020-07-25 16:41:40,828 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 2 days, 17:28:07, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.4025 2020-07-25 16:41:54,351 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 2 days, 17:27:44, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.4765 2020-07-25 16:42:06,662 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 2 days, 17:27:15, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.6380 2020-07-25 16:42:19,580 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 2 days, 17:26:49, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7180, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.6287 2020-07-25 16:42:32,793 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 2 days, 17:26:25, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7297, loss_cls: 2.3067, loss: 2.3067, grad_norm: 5.6703 2020-07-25 16:42:45,287 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 2 days, 17:25:57, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.5517 2020-07-25 16:42:57,595 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 2 days, 17:25:28, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1893, loss: 2.1893, grad_norm: 5.5773 2020-07-25 16:43:08,345 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-25 16:43:29,467 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 2 days, 17:24:22, time: 1.006, data_time: 0.387, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7422, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.6282 2020-07-25 16:43:41,772 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 2 days, 17:23:54, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.4377 2020-07-25 16:43:54,779 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 2 days, 17:23:28, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7273, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.5729 2020-07-25 16:44:07,138 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 2 days, 17:23:00, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.2049, loss: 2.2049, grad_norm: 5.5746 2020-07-25 16:44:20,309 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 2 days, 17:22:35, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.6412 2020-07-25 16:44:33,362 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 2 days, 17:22:10, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.5283 2020-07-25 16:44:45,888 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 2 days, 17:21:43, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2725, loss: 2.2725, grad_norm: 5.6170 2020-07-25 16:44:59,906 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 2 days, 17:21:22, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.4585 2020-07-25 16:45:12,606 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 2 days, 17:20:55, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.3019, loss: 2.3019, grad_norm: 5.5018 2020-07-25 16:45:24,800 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 2 days, 17:20:26, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.2952 2020-07-25 16:45:37,778 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 2 days, 17:20:01, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2282, loss: 2.2282, grad_norm: 5.5313 2020-07-25 16:45:51,358 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 2 days, 17:19:39, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.2789 2020-07-25 16:46:03,583 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 2 days, 17:19:09, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.4117 2020-07-25 16:46:15,788 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 2 days, 17:18:40, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.4585 2020-07-25 16:46:28,832 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 2 days, 17:18:15, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.3594 2020-07-25 16:46:41,548 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 2 days, 17:17:49, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.4140 2020-07-25 16:46:54,766 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 2 days, 17:17:24, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.3630 2020-07-25 16:47:07,671 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 2 days, 17:16:59, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.4207 2020-07-25 16:47:20,442 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 2 days, 17:16:32, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.5976 2020-07-25 16:47:33,105 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 2 days, 17:16:06, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.5395 2020-07-25 16:47:46,024 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 2 days, 17:15:40, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2964, loss: 2.2964, grad_norm: 5.6982 2020-07-25 16:47:58,654 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 2 days, 17:15:13, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.7395 2020-07-25 16:48:11,143 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 2 days, 17:14:45, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.2740, loss: 2.2740, grad_norm: 5.5798 2020-07-25 16:48:23,537 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 2 days, 17:14:17, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7367, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.5557 2020-07-25 16:48:37,879 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 2 days, 17:13:58, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7484, loss_cls: 2.2029, loss: 2.2029, grad_norm: 5.4608 2020-07-25 16:48:50,273 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 2 days, 17:13:30, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.3528 2020-07-25 16:49:03,804 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 2 days, 17:13:08, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1512, loss: 2.1512, grad_norm: 5.4411 2020-07-25 16:49:16,252 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 2 days, 17:12:40, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3623, loss: 2.3623, grad_norm: 5.7360 2020-07-25 16:49:29,203 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 2 days, 17:12:14, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.2747 2020-07-25 16:49:42,145 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 2 days, 17:11:49, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.3779 2020-07-25 16:49:54,437 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 2 days, 17:11:21, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2348, loss: 2.2348, grad_norm: 5.3764 2020-07-25 16:50:06,658 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 2 days, 17:10:52, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4428 2020-07-25 16:50:19,054 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 2 days, 17:10:24, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.5945 2020-07-25 16:50:31,444 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 2 days, 17:09:56, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7367, loss_cls: 2.1949, loss: 2.1949, grad_norm: 5.3013 2020-07-25 16:50:45,414 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 2 days, 17:09:35, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.4530 2020-07-25 16:50:57,850 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 2 days, 17:09:08, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.5118 2020-07-25 16:51:10,160 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 2 days, 17:08:39, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.4034 2020-07-25 16:51:22,485 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 2 days, 17:08:11, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.5588 2020-07-25 16:51:35,950 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 2 days, 17:07:48, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.4906 2020-07-25 16:51:48,710 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 2 days, 17:07:22, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.5629 2020-07-25 16:52:02,038 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 2 days, 17:06:58, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7375, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.6243 2020-07-25 16:52:14,821 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 2 days, 17:06:32, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.4037 2020-07-25 16:52:28,209 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 2 days, 17:06:09, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.5915 2020-07-25 16:52:40,560 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 2 days, 17:05:41, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2514, loss: 2.2514, grad_norm: 5.6029 2020-07-25 16:52:52,821 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 2 days, 17:05:12, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.4987 2020-07-25 16:53:07,144 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 2 days, 17:04:53, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.2841, loss: 2.2841, grad_norm: 5.6439 2020-07-25 16:53:20,575 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 2 days, 17:04:31, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2074, loss: 2.2074, grad_norm: 5.4593 2020-07-25 16:53:33,914 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 2 days, 17:04:07, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.5111 2020-07-25 16:53:47,043 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 2 days, 17:03:43, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.4892 2020-07-25 16:53:59,568 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 2 days, 17:03:15, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.5128 2020-07-25 16:54:11,810 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 2 days, 17:02:47, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.5165 2020-07-25 16:54:24,358 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 2 days, 17:02:20, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2470, loss: 2.2470, grad_norm: 5.5591 2020-07-25 16:54:36,800 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 2 days, 17:01:52, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3368, loss: 2.3368, grad_norm: 5.5615 2020-07-25 16:54:49,405 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 2 days, 17:01:25, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.5685 2020-07-25 16:55:03,689 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 2 days, 17:00:58, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.3909 2020-07-25 16:55:15,706 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 2 days, 17:00:37, time: 0.691, data_time: 0.092, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.6883 2020-07-25 16:55:28,545 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 2 days, 17:00:11, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7469, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.5869 2020-07-25 16:55:41,284 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 2 days, 16:59:45, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.4927 2020-07-25 16:55:54,119 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 2 days, 16:59:19, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2841, loss: 2.2841, grad_norm: 5.5307 2020-07-25 16:56:07,855 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 2 days, 16:58:58, time: 0.690, data_time: 0.012, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.5430 2020-07-25 16:56:20,121 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 2 days, 16:58:29, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.3132 2020-07-25 16:56:32,372 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 2 days, 16:58:01, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2410, loss: 2.2410, grad_norm: 5.6276 2020-07-25 16:56:45,676 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 2 days, 16:57:37, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.2437, loss: 2.2437, grad_norm: 5.3688 2020-07-25 16:56:58,221 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 2 days, 16:57:11, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.4073 2020-07-25 16:57:11,477 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 2 days, 16:56:47, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.5127 2020-07-25 16:57:24,812 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 2 days, 16:56:24, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2299, loss: 2.2299, grad_norm: 5.4927 2020-07-25 16:57:37,974 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 2 days, 16:55:59, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.4407 2020-07-25 16:57:50,636 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 2 days, 16:55:33, time: 0.636, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.4216 2020-07-25 16:58:02,900 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 2 days, 16:55:05, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7625, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.4134 2020-07-25 16:58:15,127 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 2 days, 16:54:36, time: 0.611, data_time: 0.001, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7734, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.5291 2020-07-25 16:58:27,494 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 2 days, 16:54:08, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.4460 2020-07-25 16:58:40,760 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 2 days, 16:53:45, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.3532 2020-07-25 16:58:53,249 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 2 days, 16:53:17, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1421, loss: 2.1421, grad_norm: 5.5394 2020-07-25 16:59:05,994 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 2 days, 16:52:52, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7055, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.6919 2020-07-25 16:59:18,337 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 2 days, 16:52:24, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7547, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.6235 2020-07-25 16:59:31,736 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 2 days, 16:52:01, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.6031 2020-07-25 16:59:44,088 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 2 days, 16:51:33, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.5541 2020-07-25 16:59:56,324 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 2 days, 16:51:05, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.5057 2020-07-25 17:00:12,107 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 2 days, 16:50:51, time: 0.767, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.4356 2020-07-25 17:00:26,074 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 2 days, 16:50:33, time: 0.720, data_time: 0.064, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.3799 2020-07-25 17:00:39,124 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 2 days, 16:50:08, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.5927 2020-07-25 17:00:52,098 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 2 days, 16:49:44, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7320, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.4609 2020-07-25 17:01:05,309 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 2 days, 16:49:20, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2114, loss: 2.2114, grad_norm: 5.5556 2020-07-25 17:01:17,430 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 2 days, 16:48:51, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.2777, loss: 2.2777, grad_norm: 5.6449 2020-07-25 17:01:30,497 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 2 days, 16:48:26, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2710, loss: 2.2710, grad_norm: 5.5574 2020-07-25 17:01:42,775 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 2 days, 16:47:58, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7453, loss_cls: 2.2548, loss: 2.2548, grad_norm: 5.6736 2020-07-25 17:01:55,239 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 2 days, 16:47:31, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7352, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.3543 2020-07-25 17:02:10,392 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 2 days, 16:47:17, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7570, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.6214 2020-07-25 17:02:23,377 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 2 days, 16:46:51, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2227, loss: 2.2227, grad_norm: 5.5117 2020-07-25 17:02:36,437 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 2 days, 16:46:27, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.5288 2020-07-25 17:02:49,848 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 2 days, 16:46:05, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.6463 2020-07-25 17:03:01,936 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 2 days, 16:45:36, time: 0.604, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.4024 2020-07-25 17:03:15,033 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 2 days, 16:45:11, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3030, loss: 2.3030, grad_norm: 5.5203 2020-07-25 17:03:28,135 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 2 days, 16:44:47, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.5235 2020-07-25 17:03:40,354 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 2 days, 16:44:19, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.4539 2020-07-25 17:03:53,086 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 2 days, 16:43:53, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1864, loss: 2.1864, grad_norm: 5.5426 2020-07-25 17:04:05,419 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 2 days, 16:43:25, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.4987 2020-07-25 17:04:17,706 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 2 days, 16:42:57, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2598, loss: 2.2598, grad_norm: 5.7008 2020-07-25 17:04:31,218 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 2 days, 16:42:35, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.4350, loss: 2.4350, grad_norm: 5.7620 2020-07-25 17:04:43,393 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 2 days, 16:42:07, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.4869 2020-07-25 17:04:55,941 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 2 days, 16:41:40, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.3303 2020-07-25 17:05:09,101 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 2 days, 16:41:16, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7000, loss_cls: 2.3350, loss: 2.3350, grad_norm: 5.5895 2020-07-25 17:05:22,477 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 2 days, 16:40:53, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.3250 2020-07-25 17:05:35,460 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 2 days, 16:40:28, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.3196 2020-07-25 17:05:47,985 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 2 days, 16:40:01, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7414, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.4473 2020-07-25 17:06:00,541 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 2 days, 16:39:35, time: 0.632, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7281, loss_cls: 2.2972, loss: 2.2972, grad_norm: 5.5575 2020-07-25 17:06:13,397 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 2 days, 16:39:10, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.5930 2020-07-25 17:06:26,146 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 2 days, 16:38:44, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.4850 2020-07-25 17:06:38,899 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 2 days, 16:38:18, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.5312 2020-07-25 17:06:52,021 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 2 days, 16:37:54, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.3879 2020-07-25 17:07:04,467 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 2 days, 16:37:27, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.5377 2020-07-25 17:07:16,643 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 2 days, 16:36:59, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7547, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.2935 2020-07-25 17:07:29,147 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 2 days, 16:36:31, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7414, loss_cls: 2.2233, loss: 2.2233, grad_norm: 5.6113 2020-07-25 17:07:42,607 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 2 days, 16:36:10, time: 0.680, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.4865 2020-07-25 17:07:54,994 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 2 days, 16:35:42, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.2569, loss: 2.2569, grad_norm: 5.6581 2020-07-25 17:08:07,251 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 2 days, 16:35:14, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.5432 2020-07-25 17:08:19,497 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 2 days, 16:34:46, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.5594 2020-07-25 17:08:33,735 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 2 days, 16:34:27, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.5480 2020-07-25 17:08:46,595 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 2 days, 16:34:02, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.6884 2020-07-25 17:08:58,664 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 2 days, 16:33:34, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.6747 2020-07-25 17:09:11,040 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 2 days, 16:33:06, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.2241, loss: 2.2241, grad_norm: 5.3725 2020-07-25 17:09:23,380 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 2 days, 16:32:39, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.3565, loss: 2.3565, grad_norm: 5.6170 2020-07-25 17:09:35,689 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 2 days, 16:32:11, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1868, loss: 2.1868, grad_norm: 5.3394 2020-07-25 17:09:48,938 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 2 days, 16:31:48, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.3836 2020-07-25 17:10:01,630 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 2 days, 16:31:22, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.5558 2020-07-25 17:10:13,870 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 2 days, 16:30:54, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2305, loss: 2.2305, grad_norm: 5.7065 2020-07-25 17:10:26,526 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 2 days, 16:30:27, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.5469 2020-07-25 17:10:38,812 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 2 days, 16:30:00, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2550, loss: 2.2550, grad_norm: 5.6221 2020-07-25 17:10:51,298 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 2 days, 16:29:33, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.5533 2020-07-25 17:11:04,652 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 2 days, 16:29:11, time: 0.670, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.4301 2020-07-25 17:11:16,896 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 2 days, 16:28:42, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1721, loss: 2.1721, grad_norm: 5.4336 2020-07-25 17:11:29,172 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 2 days, 16:28:15, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.5703 2020-07-25 17:11:41,507 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 2 days, 16:27:47, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2260, loss: 2.2260, grad_norm: 5.4724 2020-07-25 17:11:53,781 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 2 days, 16:27:20, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.1944, loss: 2.1944, grad_norm: 5.5999 2020-07-25 17:12:07,257 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 2 days, 16:26:57, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.6041 2020-07-25 17:12:19,357 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 2 days, 16:26:29, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.2821, loss: 2.2821, grad_norm: 5.6288 2020-07-25 17:12:31,627 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 2 days, 16:26:01, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2829, loss: 2.2829, grad_norm: 5.6892 2020-07-25 17:12:44,242 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 2 days, 16:25:35, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2251, loss: 2.2251, grad_norm: 5.4546 2020-07-25 17:12:57,734 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 2 days, 16:25:13, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.2695, loss: 2.2695, grad_norm: 5.4255 2020-07-25 17:13:10,301 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 2 days, 16:24:47, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.4061 2020-07-25 17:13:22,871 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 2 days, 16:24:20, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.5118 2020-07-25 17:13:36,634 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 2 days, 16:24:00, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2577, loss: 2.2577, grad_norm: 5.6225 2020-07-25 17:13:49,412 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 2 days, 16:23:34, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.5494 2020-07-25 17:14:01,781 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 2 days, 16:23:07, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2807, loss: 2.2807, grad_norm: 5.5212 2020-07-25 17:14:14,743 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 2 days, 16:22:43, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.6907 2020-07-25 17:14:27,249 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 2 days, 16:22:16, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.5313 2020-07-25 17:14:39,708 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 2 days, 16:21:49, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.4684 2020-07-25 17:14:53,408 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 2 days, 16:21:28, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.5526 2020-07-25 17:15:06,962 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 2 days, 16:21:07, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.5491 2020-07-25 17:15:19,979 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 2 days, 16:20:43, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.3322, loss: 2.3322, grad_norm: 5.6096 2020-07-25 17:15:32,300 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 2 days, 16:20:15, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2594, loss: 2.2594, grad_norm: 5.4432 2020-07-25 17:15:44,643 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 2 days, 16:19:48, time: 0.619, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1937, loss: 2.1937, grad_norm: 5.3467 2020-07-25 17:15:56,775 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 2 days, 16:19:20, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7289, loss_cls: 2.2140, loss: 2.2140, grad_norm: 5.4994 2020-07-25 17:16:09,937 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 2 days, 16:18:56, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2146, loss: 2.2146, grad_norm: 5.5781 2020-07-25 17:16:22,299 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 2 days, 16:18:29, time: 0.616, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.5253 2020-07-25 17:16:34,513 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 2 days, 16:18:01, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2290, loss: 2.2290, grad_norm: 5.5075 2020-07-25 17:16:48,394 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 2 days, 16:17:41, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.4823 2020-07-25 17:17:00,759 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 2 days, 16:17:14, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.4846 2020-07-25 17:17:13,676 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 2 days, 16:16:49, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.5780 2020-07-25 17:17:27,080 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 2 days, 16:16:27, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7336, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.4837 2020-07-25 17:17:40,610 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 2 days, 16:16:05, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.5268 2020-07-25 17:17:53,350 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 2 days, 16:15:40, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2036, loss: 2.2036, grad_norm: 5.5327 2020-07-25 17:18:05,534 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 2 days, 16:15:12, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.6261 2020-07-25 17:18:18,904 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 2 days, 16:14:50, time: 0.668, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.3814 2020-07-25 17:18:32,065 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 2 days, 16:14:26, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2866, loss: 2.2866, grad_norm: 5.5110 2020-07-25 17:18:44,833 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 2 days, 16:14:01, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.3039, loss: 2.3039, grad_norm: 5.3853 2020-07-25 17:18:56,912 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 2 days, 16:13:32, time: 0.602, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.3566 2020-07-25 17:19:10,433 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 2 days, 16:13:11, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2622, loss: 2.2622, grad_norm: 5.5398 2020-07-25 17:19:22,909 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 2 days, 16:12:44, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.3726 2020-07-25 17:19:35,686 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 2 days, 16:12:19, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2782, loss: 2.2782, grad_norm: 5.3298 2020-07-25 17:19:47,946 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 2 days, 16:11:52, time: 0.611, data_time: 0.004, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.4212 2020-07-25 17:20:01,724 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 2 days, 16:11:31, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2809, loss: 2.2809, grad_norm: 5.5737 2020-07-25 17:20:14,488 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 2 days, 16:11:06, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.6065 2020-07-25 17:20:26,982 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 2 days, 16:10:40, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.6409 2020-07-25 17:20:40,652 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 2 days, 16:10:19, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.6213 2020-07-25 17:20:53,786 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 2 days, 16:09:55, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7359, loss_cls: 2.2903, loss: 2.2903, grad_norm: 5.7429 2020-07-25 17:21:06,693 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 2 days, 16:09:31, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.3813 2020-07-25 17:21:19,219 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 2 days, 16:09:04, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.5628 2020-07-25 17:21:33,001 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 2 days, 16:08:44, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7000, loss_cls: 2.2990, loss: 2.2990, grad_norm: 5.4609 2020-07-25 17:21:46,271 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 2 days, 16:08:21, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.3366, loss: 2.3366, grad_norm: 5.6103 2020-07-25 17:21:59,104 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 2 days, 16:07:56, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7367, loss_cls: 2.2446, loss: 2.2446, grad_norm: 5.5403 2020-07-25 17:22:11,499 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 2 days, 16:07:30, time: 0.620, data_time: 0.002, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2225, loss: 2.2225, grad_norm: 5.3923 2020-07-25 17:22:23,732 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 2 days, 16:07:02, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.2255, loss: 2.2255, grad_norm: 5.5486 2020-07-25 17:22:36,376 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 2 days, 16:06:37, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.5181 2020-07-25 17:22:49,484 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 2 days, 16:06:13, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2357, loss: 2.2357, grad_norm: 5.5045 2020-07-25 17:23:02,621 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 2 days, 16:05:49, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.2327, loss: 2.2327, grad_norm: 5.4861 2020-07-25 17:23:14,907 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 2 days, 16:05:22, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.3146 2020-07-25 17:23:27,515 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-25 17:23:54,131 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 2 days, 16:04:42, time: 1.247, data_time: 0.584, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.2546 2020-07-25 17:24:06,495 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 2 days, 16:04:15, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.2539 2020-07-25 17:24:19,302 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 2 days, 16:03:50, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.5146 2020-07-25 17:24:33,130 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 2 days, 16:03:30, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7438, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.6070 2020-07-25 17:24:46,208 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 2 days, 16:03:07, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.5262 2020-07-25 17:24:58,351 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 2 days, 16:02:39, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7555, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.5008 2020-07-25 17:25:11,010 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 2 days, 16:02:13, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.4264 2020-07-25 17:25:23,081 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 2 days, 16:01:45, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.5293 2020-07-25 17:25:37,043 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 2 days, 16:01:26, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7594, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.4079 2020-07-25 17:25:49,565 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 2 days, 16:01:00, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1907, loss: 2.1907, grad_norm: 5.5406 2020-07-25 17:26:01,898 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 2 days, 16:00:32, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.6523 2020-07-25 17:26:14,132 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 2 days, 16:00:05, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7359, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.6341 2020-07-25 17:26:26,466 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 2 days, 15:59:38, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.5062 2020-07-25 17:26:41,162 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 2 days, 15:59:22, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.5953 2020-07-25 17:26:53,261 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 2 days, 15:58:54, time: 0.605, data_time: 0.002, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.2034, loss: 2.2034, grad_norm: 5.6777 2020-07-25 17:27:05,482 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 2 days, 15:58:27, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.4277 2020-07-25 17:27:18,030 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 2 days, 15:58:01, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.5683 2020-07-25 17:27:31,839 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 2 days, 15:57:40, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.6187 2020-07-25 17:27:44,811 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 2 days, 15:57:17, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.4662 2020-07-25 17:27:57,024 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 2 days, 15:56:49, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.4617 2020-07-25 17:28:09,200 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 2 days, 15:56:22, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.3460 2020-07-25 17:28:21,568 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 2 days, 15:55:55, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.5147 2020-07-25 17:28:33,891 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 2 days, 15:55:28, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.3360 2020-07-25 17:28:46,812 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 2 days, 15:55:04, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.4080 2020-07-25 17:28:59,677 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 2 days, 15:54:39, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.4660 2020-07-25 17:29:12,001 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 2 days, 15:54:12, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.5159 2020-07-25 17:29:24,196 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 2 days, 15:53:45, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.4230 2020-07-25 17:29:37,353 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 2 days, 15:53:22, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2652, loss: 2.2652, grad_norm: 5.5862 2020-07-25 17:29:50,175 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 2 days, 15:52:57, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.6442 2020-07-25 17:30:02,883 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 2 days, 15:52:32, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.2172, loss: 2.2172, grad_norm: 5.5035 2020-07-25 17:30:16,749 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 2 days, 15:52:12, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1827, loss: 2.1827, grad_norm: 5.5261 2020-07-25 17:30:29,487 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 2 days, 15:51:47, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.4230 2020-07-25 17:30:42,254 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 2 days, 15:51:23, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.4719 2020-07-25 17:30:55,110 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 2 days, 15:50:58, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.5677 2020-07-25 17:31:07,601 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 2 days, 15:50:32, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.4743 2020-07-25 17:31:20,988 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 2 days, 15:50:10, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7258, loss_cls: 2.2072, loss: 2.2072, grad_norm: 5.5437 2020-07-25 17:31:34,129 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 2 days, 15:49:47, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7500, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.5531 2020-07-25 17:31:46,772 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 2 days, 15:49:22, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2470, loss: 2.2470, grad_norm: 5.6152 2020-07-25 17:31:59,720 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 2 days, 15:48:58, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.3187, loss: 2.3187, grad_norm: 5.6859 2020-07-25 17:32:11,920 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 2 days, 15:48:31, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.5209 2020-07-25 17:32:25,375 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 2 days, 15:48:09, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.4378 2020-07-25 17:32:37,818 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 2 days, 15:47:43, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.5676 2020-07-25 17:32:50,384 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 2 days, 15:47:17, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.2534, loss: 2.2534, grad_norm: 5.5490 2020-07-25 17:33:02,572 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 2 days, 15:46:50, time: 0.610, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.3313 2020-07-25 17:33:15,460 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 2 days, 15:46:25, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.4674 2020-07-25 17:33:28,857 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 2 days, 15:46:04, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.5321 2020-07-25 17:33:42,556 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 2 days, 15:45:43, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.4802 2020-07-25 17:33:56,014 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 2 days, 15:45:21, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.5420 2020-07-25 17:34:09,808 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 2 days, 15:45:01, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.6692 2020-07-25 17:34:22,467 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 2 days, 15:44:36, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.5742 2020-07-25 17:34:34,609 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 2 days, 15:44:09, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.3766 2020-07-25 17:34:48,340 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 2 days, 15:43:48, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7500, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.3946 2020-07-25 17:35:00,327 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 2 days, 15:43:20, time: 0.603, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.3408 2020-07-25 17:35:12,571 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 2 days, 15:42:53, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.5718 2020-07-25 17:35:26,118 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 2 days, 15:42:32, time: 0.680, data_time: 0.009, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7312, loss_cls: 2.2545, loss: 2.2545, grad_norm: 5.7926 2020-07-25 17:35:38,701 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 2 days, 15:42:06, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.4933 2020-07-25 17:35:50,925 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 2 days, 15:41:39, time: 0.616, data_time: 0.010, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2286, loss: 2.2286, grad_norm: 5.5379 2020-07-25 17:36:04,340 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 2 days, 15:41:17, time: 0.668, data_time: 0.012, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1428, loss: 2.1428, grad_norm: 5.4667 2020-07-25 17:36:17,233 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 2 days, 15:40:54, time: 0.648, data_time: 0.012, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2067, loss: 2.2067, grad_norm: 5.5862 2020-07-25 17:36:29,365 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 2 days, 15:40:26, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7242, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.5433 2020-07-25 17:36:42,673 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 2 days, 15:40:04, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.5491 2020-07-25 17:36:55,100 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 2 days, 15:39:37, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.4929 2020-07-25 17:37:08,048 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 2 days, 15:39:14, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7297, loss_cls: 2.2765, loss: 2.2765, grad_norm: 5.5445 2020-07-25 17:37:20,667 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 2 days, 15:38:48, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.4724 2020-07-25 17:37:33,839 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 2 days, 15:38:26, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.5567 2020-07-25 17:37:47,168 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 2 days, 15:38:03, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.4899 2020-07-25 17:37:59,938 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 2 days, 15:37:39, time: 0.647, data_time: 0.011, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.5149 2020-07-25 17:38:12,059 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 2 days, 15:37:11, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.5786 2020-07-25 17:38:24,269 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 2 days, 15:36:45, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7523, loss_cls: 2.1595, loss: 2.1595, grad_norm: 5.5821 2020-07-25 17:38:38,740 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 2 days, 15:36:28, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.7912 2020-07-25 17:38:50,927 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 2 days, 15:36:01, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2567, loss: 2.2567, grad_norm: 5.5653 2020-07-25 17:39:03,909 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 2 days, 15:35:37, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.5871 2020-07-25 17:39:17,133 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 2 days, 15:35:14, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.4702 2020-07-25 17:39:29,368 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 2 days, 15:34:47, time: 0.611, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.5153 2020-07-25 17:39:43,686 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 2 days, 15:34:30, time: 0.717, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1975, loss: 2.1975, grad_norm: 5.3132 2020-07-25 17:39:56,079 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 2 days, 15:34:04, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.4510 2020-07-25 17:40:09,231 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 2 days, 15:33:41, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2591, loss: 2.2591, grad_norm: 5.5406 2020-07-25 17:40:21,480 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 2 days, 15:33:14, time: 0.611, data_time: 0.012, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.4372 2020-07-25 17:40:33,547 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 2 days, 15:32:46, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.5915 2020-07-25 17:40:46,301 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 2 days, 15:32:22, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1431, loss: 2.1431, grad_norm: 5.4405 2020-07-25 17:40:58,469 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 2 days, 15:31:55, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.2125, loss: 2.2125, grad_norm: 5.6400 2020-07-25 17:41:12,678 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 2 days, 15:31:36, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.5318 2020-07-25 17:41:25,301 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 2 days, 15:31:12, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.5502 2020-07-25 17:41:38,710 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 2 days, 15:30:50, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.5645 2020-07-25 17:41:51,572 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 2 days, 15:30:26, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7547, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.4704 2020-07-25 17:42:04,919 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 2 days, 15:30:04, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.5148 2020-07-25 17:42:18,076 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 2 days, 15:29:41, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.4473 2020-07-25 17:42:30,271 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 2 days, 15:29:14, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.5945 2020-07-25 17:42:43,317 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 2 days, 15:28:51, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7383, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.6704 2020-07-25 17:42:55,514 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 2 days, 15:28:24, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4639 2020-07-25 17:43:07,887 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 2 days, 15:27:58, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7562, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.4248 2020-07-25 17:43:20,645 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 2 days, 15:27:33, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.4304 2020-07-25 17:43:33,902 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 2 days, 15:27:11, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7641, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.4591 2020-07-25 17:43:47,482 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 2 days, 15:26:50, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.5573 2020-07-25 17:43:59,845 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 2 days, 15:26:24, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.4898 2020-07-25 17:44:13,400 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 2 days, 15:26:03, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.5212 2020-07-25 17:44:25,598 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 2 days, 15:25:36, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.4506 2020-07-25 17:44:38,511 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 2 days, 15:25:13, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.5441 2020-07-25 17:44:50,996 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 2 days, 15:24:47, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5084 2020-07-25 17:45:03,244 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 2 days, 15:24:20, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2715, loss: 2.2715, grad_norm: 5.6837 2020-07-25 17:45:15,602 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 2 days, 15:23:54, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2571, loss: 2.2571, grad_norm: 5.5505 2020-07-25 17:45:27,895 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 2 days, 15:23:28, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1394, loss: 2.1394, grad_norm: 5.4946 2020-07-25 17:45:41,269 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 2 days, 15:23:06, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1065, loss: 2.1065, grad_norm: 5.4473 2020-07-25 17:45:53,696 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 2 days, 15:22:40, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.5253 2020-07-25 17:46:06,189 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 2 days, 15:22:15, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.5691 2020-07-25 17:46:18,970 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 2 days, 15:21:50, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.4028 2020-07-25 17:46:31,166 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 2 days, 15:21:24, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.5394 2020-07-25 17:46:44,152 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 2 days, 15:21:00, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.5740 2020-07-25 17:46:58,607 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 2 days, 15:20:44, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.4543 2020-07-25 17:47:10,598 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 2 days, 15:20:16, time: 0.597, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.6690 2020-07-25 17:47:23,994 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 2 days, 15:19:54, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.5869 2020-07-25 17:47:36,431 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 2 days, 15:19:28, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.4154 2020-07-25 17:47:51,048 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 2 days, 15:19:12, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.6327 2020-07-25 17:48:03,935 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 2 days, 15:18:48, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.5620 2020-07-25 17:48:17,438 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 2 days, 15:18:28, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.1986, loss: 2.1986, grad_norm: 5.4971 2020-07-25 17:48:29,926 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 2 days, 15:18:02, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.3217, loss: 2.3217, grad_norm: 5.6197 2020-07-25 17:48:42,605 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 2 days, 15:17:37, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7484, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.5835 2020-07-25 17:48:55,959 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 2 days, 15:17:16, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7391, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.5085 2020-07-25 17:49:08,448 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 2 days, 15:16:50, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.2468 2020-07-25 17:49:21,100 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 2 days, 15:16:25, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.2077 2020-07-25 17:49:33,595 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 2 days, 15:16:00, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7469, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.3605 2020-07-25 17:49:46,786 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 2 days, 15:15:38, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7266, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.4953 2020-07-25 17:49:59,584 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 2 days, 15:15:14, time: 0.640, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.3218 2020-07-25 17:50:12,757 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 2 days, 15:14:51, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.5562 2020-07-25 17:50:24,815 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 2 days, 15:14:24, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.5780 2020-07-25 17:50:38,637 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 2 days, 15:14:04, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2292, loss: 2.2292, grad_norm: 5.3843 2020-07-25 17:50:51,747 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 2 days, 15:13:42, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.5765 2020-07-25 17:51:04,326 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 2 days, 15:13:16, time: 0.623, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2190, loss: 2.2190, grad_norm: 5.6115 2020-07-25 17:51:17,543 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 2 days, 15:12:54, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7516, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.4762 2020-07-25 17:51:30,215 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 2 days, 15:12:30, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.2621, loss: 2.2621, grad_norm: 5.4790 2020-07-25 17:51:42,170 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 2 days, 15:12:02, time: 0.602, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.3989 2020-07-25 17:51:55,371 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 2 days, 15:11:40, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.5274 2020-07-25 17:52:07,433 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 2 days, 15:11:13, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2406, loss: 2.2406, grad_norm: 5.5405 2020-07-25 17:52:19,788 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 2 days, 15:10:46, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.5743 2020-07-25 17:52:32,701 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 2 days, 15:10:23, time: 0.649, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7117, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.5837 2020-07-25 17:52:46,184 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 2 days, 15:10:02, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7312, loss_cls: 2.2438, loss: 2.2438, grad_norm: 5.6209 2020-07-25 17:52:59,367 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 2 days, 15:09:40, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.4946 2020-07-25 17:53:13,534 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 2 days, 15:09:22, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.4620 2020-07-25 17:53:27,390 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 2 days, 15:09:02, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.5006 2020-07-25 17:53:39,463 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 2 days, 15:08:35, time: 0.601, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.5190 2020-07-25 17:53:52,012 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 2 days, 15:08:10, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2674, loss: 2.2674, grad_norm: 5.5495 2020-07-25 17:54:04,432 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 2 days, 15:07:44, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.4819 2020-07-25 17:54:17,552 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 2 days, 15:07:22, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.4957 2020-07-25 17:54:30,786 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 2 days, 15:07:00, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.4383 2020-07-25 17:54:42,858 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 2 days, 15:06:33, time: 0.606, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2219, loss: 2.2219, grad_norm: 5.4666 2020-07-25 17:54:55,186 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 2 days, 15:06:07, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.4365 2020-07-25 17:55:09,067 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 2 days, 15:05:48, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.5192 2020-07-25 17:55:21,173 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 2 days, 15:05:21, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2321, loss: 2.2321, grad_norm: 5.4376 2020-07-25 17:55:33,588 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 2 days, 15:04:55, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.4600 2020-07-25 17:55:45,839 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 2 days, 15:04:29, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.6058 2020-07-25 17:55:58,836 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 2 days, 15:04:06, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.1906, loss: 2.1906, grad_norm: 5.5551 2020-07-25 17:56:11,973 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 2 days, 15:03:44, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.4156 2020-07-25 17:56:24,533 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 2 days, 15:03:19, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2192, loss: 2.2192, grad_norm: 5.4450 2020-07-25 17:56:36,748 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 2 days, 15:02:52, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.6023 2020-07-25 17:56:49,978 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 2 days, 15:02:30, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7586, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.5160 2020-07-25 17:57:02,994 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 2 days, 15:02:07, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.5288 2020-07-25 17:57:16,746 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 2 days, 15:01:48, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.5407 2020-07-25 17:57:29,198 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 2 days, 15:01:22, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2979, loss: 2.2979, grad_norm: 5.5874 2020-07-25 17:57:42,040 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 2 days, 15:00:58, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7727, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.4681 2020-07-25 17:57:54,357 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 2 days, 15:00:32, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.4829 2020-07-25 17:58:06,874 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 2 days, 15:00:07, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.4984 2020-07-25 17:58:19,036 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 2 days, 14:59:41, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2441, loss: 2.2441, grad_norm: 5.4924 2020-07-25 17:58:31,544 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 2 days, 14:59:16, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.2792, loss: 2.2792, grad_norm: 5.7657 2020-07-25 17:58:44,395 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 2 days, 14:58:52, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.5070 2020-07-25 17:58:56,626 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 2 days, 14:58:26, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.4971 2020-07-25 17:59:09,633 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 2 days, 14:58:03, time: 0.648, data_time: 0.004, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.5001 2020-07-25 17:59:22,066 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 2 days, 14:57:38, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.5793 2020-07-25 17:59:34,543 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 2 days, 14:57:12, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.5636 2020-07-25 17:59:47,572 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 2 days, 14:56:50, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.5583 2020-07-25 18:00:00,865 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 2 days, 14:56:28, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2102, loss: 2.2102, grad_norm: 5.5196 2020-07-25 18:00:14,205 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 2 days, 14:56:06, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1761, loss: 2.1761, grad_norm: 5.4784 2020-07-25 18:00:27,374 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 2 days, 14:55:44, time: 0.662, data_time: 0.023, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.4213 2020-07-25 18:00:40,281 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 2 days, 14:55:21, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2227, loss: 2.2227, grad_norm: 5.5020 2020-07-25 18:00:54,415 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 2 days, 14:55:03, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3294, loss: 2.3294, grad_norm: 5.5146 2020-07-25 18:01:06,621 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 2 days, 14:54:37, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1807, loss: 2.1807, grad_norm: 5.5563 2020-07-25 18:01:18,883 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 2 days, 14:54:10, time: 0.609, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2032, loss: 2.2032, grad_norm: 5.4809 2020-07-25 18:01:31,766 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 2 days, 14:53:47, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.4284 2020-07-25 18:01:44,113 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 2 days, 14:53:22, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.5263 2020-07-25 18:01:57,247 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 2 days, 14:52:59, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.4222 2020-07-25 18:02:10,482 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 2 days, 14:52:37, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.4753 2020-07-25 18:02:23,594 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 2 days, 14:52:15, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2773, loss: 2.2773, grad_norm: 5.6364 2020-07-25 18:02:36,454 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 2 days, 14:51:52, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1450, loss: 2.1450, grad_norm: 5.4912 2020-07-25 18:02:48,938 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 2 days, 14:51:26, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.6254 2020-07-25 18:03:01,012 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 2 days, 14:51:00, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.5023 2020-07-25 18:03:13,357 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 2 days, 14:50:34, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.5268 2020-07-25 18:03:25,699 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 2 days, 14:50:09, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7539, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.3833 2020-07-25 18:03:39,048 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 2 days, 14:49:47, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.3823 2020-07-25 18:03:50,887 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-25 18:04:15,331 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 2 days, 14:48:59, time: 1.133, data_time: 0.536, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.4731 2020-07-25 18:04:27,429 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 2 days, 14:48:32, time: 0.606, data_time: 0.004, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.4506 2020-07-25 18:04:40,323 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 2 days, 14:48:09, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7227, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.4800 2020-07-25 18:04:52,768 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 2 days, 14:47:44, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.4013 2020-07-25 18:05:05,682 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 2 days, 14:47:21, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7680, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.3231 2020-07-25 18:05:17,836 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 2 days, 14:46:54, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.5886 2020-07-25 18:05:31,214 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 2 days, 14:46:33, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.3054, loss: 2.3054, grad_norm: 5.4079 2020-07-25 18:05:44,009 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 2 days, 14:46:09, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1949, loss: 2.1949, grad_norm: 5.5890 2020-07-25 18:05:56,385 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 2 days, 14:45:44, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.3951 2020-07-25 18:06:10,617 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 2 days, 14:45:27, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1234, loss: 2.1234, grad_norm: 5.5034 2020-07-25 18:06:22,827 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 2 days, 14:45:00, time: 0.610, data_time: 0.002, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2761, loss: 2.2761, grad_norm: 5.5851 2020-07-25 18:06:35,498 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 2 days, 14:44:36, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.7034 2020-07-25 18:06:47,734 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 2 days, 14:44:10, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.5534 2020-07-25 18:07:00,706 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 2 days, 14:43:47, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.5713 2020-07-25 18:07:12,889 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 2 days, 14:43:21, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.5963 2020-07-25 18:07:26,163 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 2 days, 14:43:00, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.4801 2020-07-25 18:07:39,112 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 2 days, 14:42:37, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.5786 2020-07-25 18:07:51,558 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 2 days, 14:42:12, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.6529 2020-07-25 18:08:04,148 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 2 days, 14:41:47, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.7085 2020-07-25 18:08:18,390 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 2 days, 14:41:30, time: 0.711, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1643, loss: 2.1643, grad_norm: 5.5684 2020-07-25 18:08:31,316 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 2 days, 14:41:07, time: 0.644, data_time: 0.010, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7398, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.6087 2020-07-25 18:08:45,288 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 2 days, 14:40:48, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.5125 2020-07-25 18:08:58,420 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 2 days, 14:40:26, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7453, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.5267 2020-07-25 18:09:11,603 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 2 days, 14:40:04, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.5921 2020-07-25 18:09:25,578 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 2 days, 14:39:45, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.3193 2020-07-25 18:09:38,080 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 2 days, 14:39:21, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.4830 2020-07-25 18:09:50,595 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 2 days, 14:38:56, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.5488 2020-07-25 18:10:02,953 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 2 days, 14:38:31, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1561, loss: 2.1561, grad_norm: 5.5297 2020-07-25 18:10:15,194 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 2 days, 14:38:05, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7117, loss_cls: 2.2778, loss: 2.2778, grad_norm: 5.4362 2020-07-25 18:10:28,402 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 2 days, 14:37:43, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1796, loss: 2.1796, grad_norm: 5.3401 2020-07-25 18:10:40,798 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 2 days, 14:37:18, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.6748 2020-07-25 18:10:53,218 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 2 days, 14:36:53, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.4729 2020-07-25 18:11:06,053 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 2 days, 14:36:30, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.5243 2020-07-25 18:11:20,446 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 2 days, 14:36:13, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.6117 2020-07-25 18:11:33,377 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 2 days, 14:35:50, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7438, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.6918 2020-07-25 18:11:46,533 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 2 days, 14:35:28, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.4442 2020-07-25 18:11:58,773 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 2 days, 14:35:02, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.6906 2020-07-25 18:12:11,212 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 2 days, 14:34:37, time: 0.622, data_time: 0.002, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.2054, loss: 2.2054, grad_norm: 5.5799 2020-07-25 18:12:24,417 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 2 days, 14:34:15, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.6387 2020-07-25 18:12:37,590 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 2 days, 14:33:54, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.5020 2020-07-25 18:12:50,092 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 2 days, 14:33:29, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.6327 2020-07-25 18:13:02,403 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 2 days, 14:33:04, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.5609 2020-07-25 18:13:16,600 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 2 days, 14:32:46, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.6491 2020-07-25 18:13:29,686 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 2 days, 14:32:24, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2144, loss: 2.2144, grad_norm: 5.6639 2020-07-25 18:13:42,509 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 2 days, 14:32:00, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.5993 2020-07-25 18:13:55,760 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 2 days, 14:31:39, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7547, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.3883 2020-07-25 18:14:08,107 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 2 days, 14:31:14, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1662, loss: 2.1662, grad_norm: 5.4810 2020-07-25 18:14:21,328 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 2 days, 14:30:52, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.1923, loss: 2.1923, grad_norm: 5.5878 2020-07-25 18:14:33,715 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 2 days, 14:30:27, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.4629 2020-07-25 18:14:46,285 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 2 days, 14:30:03, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.5849 2020-07-25 18:14:59,076 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 2 days, 14:29:39, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7523, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.6816 2020-07-25 18:15:12,227 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 2 days, 14:29:17, time: 0.660, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.5406 2020-07-25 18:15:25,793 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 2 days, 14:28:57, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.3804 2020-07-25 18:15:37,932 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 2 days, 14:28:31, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.4511 2020-07-25 18:15:51,831 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 2 days, 14:28:12, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.7513 2020-07-25 18:16:04,947 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 2 days, 14:27:50, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7727, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.7041 2020-07-25 18:16:17,187 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 2 days, 14:27:24, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.5545 2020-07-25 18:16:30,147 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 2 days, 14:27:02, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.4411 2020-07-25 18:16:42,563 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 2 days, 14:26:37, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.4254 2020-07-25 18:16:55,690 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 2 days, 14:26:15, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2125, loss: 2.2125, grad_norm: 5.6384 2020-07-25 18:17:08,600 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 2 days, 14:25:52, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.6710 2020-07-25 18:17:20,853 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 2 days, 14:25:27, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.6064 2020-07-25 18:17:34,671 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 2 days, 14:25:07, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2446, loss: 2.2446, grad_norm: 5.5343 2020-07-25 18:17:48,603 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 2 days, 14:24:49, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.5308 2020-07-25 18:18:00,803 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 2 days, 14:24:23, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.2329, loss: 2.2329, grad_norm: 5.6339 2020-07-25 18:18:13,621 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 2 days, 14:24:00, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.4759 2020-07-25 18:18:27,213 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 2 days, 14:23:40, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.6750 2020-07-25 18:18:39,482 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 2 days, 14:23:15, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7320, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.8034 2020-07-25 18:18:52,284 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 2 days, 14:22:51, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2332, loss: 2.2332, grad_norm: 5.5138 2020-07-25 18:19:04,896 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 2 days, 14:22:27, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.2105, loss: 2.2105, grad_norm: 5.5421 2020-07-25 18:19:17,646 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 2 days, 14:22:04, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.5646 2020-07-25 18:19:30,281 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 2 days, 14:21:40, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.5830 2020-07-25 18:19:43,424 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 2 days, 14:21:18, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.6513 2020-07-25 18:19:56,704 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 2 days, 14:20:57, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2697, loss: 2.2697, grad_norm: 5.7615 2020-07-25 18:20:10,008 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 2 days, 14:20:36, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7531, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.4441 2020-07-25 18:20:22,678 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 2 days, 14:20:12, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.5333 2020-07-25 18:20:34,982 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 2 days, 14:19:46, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2151, loss: 2.2151, grad_norm: 5.6703 2020-07-25 18:20:48,715 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 2 days, 14:19:27, time: 0.691, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.2126, loss: 2.2126, grad_norm: 5.5127 2020-07-25 18:21:01,184 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 2 days, 14:19:03, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.4452 2020-07-25 18:21:13,676 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 2 days, 14:18:38, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.4956 2020-07-25 18:21:27,270 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 2 days, 14:18:18, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.4037 2020-07-25 18:21:39,509 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 2 days, 14:17:53, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.2707 2020-07-25 18:21:53,397 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 2 days, 14:17:34, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.4908 2020-07-25 18:22:06,915 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 2 days, 14:17:14, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.5121 2020-07-25 18:22:19,553 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 2 days, 14:16:50, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.6056 2020-07-25 18:22:33,114 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 2 days, 14:16:30, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.6581 2020-07-25 18:22:45,253 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 2 days, 14:16:04, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3174, loss: 2.3174, grad_norm: 5.6583 2020-07-25 18:22:57,902 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 2 days, 14:15:40, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.5872 2020-07-25 18:23:10,192 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 2 days, 14:15:15, time: 0.614, data_time: 0.002, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.5106 2020-07-25 18:23:24,459 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 2 days, 14:14:58, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2349, loss: 2.2349, grad_norm: 5.6438 2020-07-25 18:23:36,547 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 2 days, 14:14:32, time: 0.608, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.6537 2020-07-25 18:23:49,948 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 2 days, 14:14:11, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2226, loss: 2.2226, grad_norm: 5.6038 2020-07-25 18:24:02,682 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 2 days, 14:13:48, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7523, loss_cls: 2.1855, loss: 2.1855, grad_norm: 5.6848 2020-07-25 18:24:15,757 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 2 days, 14:13:26, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.5327 2020-07-25 18:24:29,888 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 2 days, 14:13:08, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.6005 2020-07-25 18:24:42,171 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 2 days, 14:12:43, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7531, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.4854 2020-07-25 18:24:54,453 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 2 days, 14:12:18, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.5869 2020-07-25 18:25:07,792 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 2 days, 14:11:57, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.4528 2020-07-25 18:25:20,572 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 2 days, 14:11:34, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.4394 2020-07-25 18:25:34,651 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 2 days, 14:11:16, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.5676 2020-07-25 18:25:47,789 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 2 days, 14:10:54, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.4974 2020-07-25 18:25:59,959 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 2 days, 14:10:28, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.3829 2020-07-25 18:26:12,540 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 2 days, 14:10:04, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7617, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.6618 2020-07-25 18:26:25,808 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 2 days, 14:09:43, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2009, loss: 2.2009, grad_norm: 5.7287 2020-07-25 18:26:38,201 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 2 days, 14:09:18, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.4150 2020-07-25 18:26:51,174 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 2 days, 14:08:56, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7531, loss_cls: 2.2290, loss: 2.2290, grad_norm: 5.5498 2020-07-25 18:27:03,873 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 2 days, 14:08:32, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.4183 2020-07-25 18:27:16,254 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 2 days, 14:08:08, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.6504 2020-07-25 18:27:30,369 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 2 days, 14:07:50, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2754, loss: 2.2754, grad_norm: 5.5262 2020-07-25 18:27:42,901 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 2 days, 14:07:26, time: 0.631, data_time: 0.011, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.4099 2020-07-25 18:27:56,077 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 2 days, 14:07:04, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.5513 2020-07-25 18:28:08,400 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 2 days, 14:06:40, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.5210 2020-07-25 18:28:20,942 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 2 days, 14:06:15, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1786, loss: 2.1786, grad_norm: 5.5260 2020-07-25 18:28:34,979 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 2 days, 14:05:58, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2400, loss: 2.2400, grad_norm: 5.5230 2020-07-25 18:28:48,233 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 2 days, 14:05:36, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7492, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.5428 2020-07-25 18:29:00,498 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 2 days, 14:05:11, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7516, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.5031 2020-07-25 18:29:14,929 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 2 days, 14:04:55, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.3732 2020-07-25 18:29:27,225 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 2 days, 14:04:30, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.4845 2020-07-25 18:29:40,754 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 2 days, 14:04:10, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0678, loss: 2.0678, grad_norm: 5.4412 2020-07-25 18:29:54,512 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 2 days, 14:03:51, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.4140 2020-07-25 18:30:06,910 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 2 days, 14:03:26, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.6210 2020-07-25 18:30:21,474 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 2 days, 14:03:10, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7547, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.6490 2020-07-25 18:30:33,834 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 2 days, 14:02:45, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.5925 2020-07-25 18:30:46,598 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 2 days, 14:02:23, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.5414 2020-07-25 18:30:59,889 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 2 days, 14:02:01, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.4536 2020-07-25 18:31:13,357 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 2 days, 14:01:41, time: 0.676, data_time: 0.013, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2251, loss: 2.2251, grad_norm: 5.6070 2020-07-25 18:31:27,308 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 2 days, 14:01:23, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1916, loss: 2.1916, grad_norm: 5.5454 2020-07-25 18:31:39,598 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 2 days, 14:00:58, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.5552 2020-07-25 18:31:53,765 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 2 days, 14:00:41, time: 0.707, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.5199 2020-07-25 18:32:05,905 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 2 days, 14:00:15, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.5400 2020-07-25 18:32:18,843 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 2 days, 13:59:52, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.5650 2020-07-25 18:32:32,416 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 2 days, 13:59:33, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.3312 2020-07-25 18:32:45,497 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 2 days, 13:59:11, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.6436 2020-07-25 18:32:58,012 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 2 days, 13:58:47, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7445, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.5331 2020-07-25 18:33:10,718 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 2 days, 13:58:24, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.5157 2020-07-25 18:33:24,250 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 2 days, 13:58:04, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.3571 2020-07-25 18:33:36,776 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 2 days, 13:57:40, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.6615 2020-07-25 18:33:49,528 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 2 days, 13:57:17, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.4711 2020-07-25 18:34:03,382 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 2 days, 13:56:58, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2852, loss: 2.2852, grad_norm: 5.5584 2020-07-25 18:34:15,661 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 2 days, 13:56:33, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.4512 2020-07-25 18:34:29,754 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 2 days, 13:56:15, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.5129 2020-07-25 18:34:43,478 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 2 days, 13:55:56, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.1757, loss: 2.1757, grad_norm: 5.6954 2020-07-25 18:34:55,829 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 2 days, 13:55:32, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2336, loss: 2.2336, grad_norm: 5.8044 2020-07-25 18:35:10,459 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 2 days, 13:55:16, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.4560 2020-07-25 18:35:24,032 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 2 days, 13:54:56, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1812, loss: 2.1812, grad_norm: 5.5980 2020-07-25 18:35:38,121 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 2 days, 13:54:39, time: 0.708, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.5456 2020-07-25 18:35:51,028 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 2 days, 13:54:16, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1392, loss: 2.1392, grad_norm: 5.4074 2020-07-25 18:36:03,430 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 2 days, 13:53:52, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.5021 2020-07-25 18:36:17,344 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 2 days, 13:53:33, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.5833 2020-07-25 18:36:29,996 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 2 days, 13:53:10, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.4524 2020-07-25 18:36:42,618 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 2 days, 13:52:46, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.3078, loss: 2.3078, grad_norm: 5.6105 2020-07-25 18:36:56,236 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 2 days, 13:52:27, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.5988 2020-07-25 18:37:09,985 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 2 days, 13:52:08, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.6082 2020-07-25 18:37:23,547 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 2 days, 13:51:48, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.5996 2020-07-25 18:37:37,766 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 2 days, 13:51:31, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1817, loss: 2.1817, grad_norm: 5.3230 2020-07-25 18:37:50,082 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 2 days, 13:51:06, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.5798 2020-07-25 18:38:02,836 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 2 days, 13:50:43, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.7105 2020-07-25 18:38:16,440 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 2 days, 13:50:24, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1843, loss: 2.1843, grad_norm: 5.5542 2020-07-25 18:38:30,182 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 2 days, 13:50:05, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7195, loss_cls: 2.3367, loss: 2.3367, grad_norm: 5.8082 2020-07-25 18:38:42,533 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 2 days, 13:49:40, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.4132 2020-07-25 18:38:56,171 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 2 days, 13:49:21, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1995, loss: 2.1995, grad_norm: 5.5457 2020-07-25 18:39:09,650 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 2 days, 13:49:01, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.3966 2020-07-25 18:39:23,307 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 2 days, 13:48:41, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.6261 2020-07-25 18:39:36,722 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 2 days, 13:48:21, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2333, loss: 2.2333, grad_norm: 5.5668 2020-07-25 18:39:49,163 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 2 days, 13:47:57, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.5299 2020-07-25 18:40:03,882 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 2 days, 13:47:42, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7117, loss_cls: 2.2833, loss: 2.2833, grad_norm: 5.5600 2020-07-25 18:40:17,371 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 2 days, 13:47:22, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.3600 2020-07-25 18:40:29,710 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 2 days, 13:46:57, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2635, loss: 2.2635, grad_norm: 5.6342 2020-07-25 18:40:43,006 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 2 days, 13:46:37, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.5305 2020-07-25 18:40:56,693 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 2 days, 13:46:17, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7367, loss_cls: 2.2617, loss: 2.2617, grad_norm: 5.5344 2020-07-25 18:41:09,413 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 2 days, 13:45:54, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.4635 2020-07-25 18:41:22,944 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 2 days, 13:45:34, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.4218 2020-07-25 18:41:37,619 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 2 days, 13:45:19, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.2675 2020-07-25 18:41:49,946 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 2 days, 13:44:54, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.3669 2020-07-25 18:42:03,374 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 2 days, 13:44:35, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.3398 2020-07-25 18:42:16,366 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 2 days, 13:44:12, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1310, loss: 2.1310, grad_norm: 5.5577 2020-07-25 18:42:29,626 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 2 days, 13:43:52, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2008, loss: 2.2008, grad_norm: 5.4970 2020-07-25 18:42:43,455 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 2 days, 13:43:33, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2155, loss: 2.2155, grad_norm: 5.5393 2020-07-25 18:42:56,282 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 2 days, 13:43:11, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1834, loss: 2.1834, grad_norm: 5.5493 2020-07-25 18:43:09,519 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 2 days, 13:42:49, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2309, loss: 2.2309, grad_norm: 5.5868 2020-07-25 18:43:21,936 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 2 days, 13:42:25, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.5597 2020-07-25 18:43:35,013 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 2 days, 13:42:04, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.5630 2020-07-25 18:43:48,124 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 2 days, 13:41:42, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.6232 2020-07-25 18:44:01,707 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 2 days, 13:41:23, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.5488 2020-07-25 18:44:14,286 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 2 days, 13:40:59, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.5115 2020-07-25 18:44:28,256 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 2 days, 13:40:41, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2795, loss: 2.2795, grad_norm: 5.5709 2020-07-25 18:44:41,782 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 2 days, 13:40:21, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7398, loss_cls: 2.2126, loss: 2.2126, grad_norm: 5.5572 2020-07-25 18:44:52,876 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-25 18:45:14,031 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 2 days, 13:39:25, time: 1.000, data_time: 0.380, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.4078 2020-07-25 18:45:27,249 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 2 days, 13:39:04, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.2383 2020-07-25 18:45:39,614 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 2 days, 13:38:39, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.4952 2020-07-25 18:45:52,804 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 2 days, 13:38:18, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.3953 2020-07-25 18:46:07,625 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 2 days, 13:38:04, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.4242 2020-07-25 18:46:20,985 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 2 days, 13:37:43, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1393, loss: 2.1393, grad_norm: 5.5700 2020-07-25 18:46:33,972 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 2 days, 13:37:21, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.5723 2020-07-25 18:46:47,556 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 2 days, 13:37:02, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.6351 2020-07-25 18:47:00,264 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 2 days, 13:36:39, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.5843 2020-07-25 18:47:13,539 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 2 days, 13:36:18, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.6709 2020-07-25 18:47:26,368 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 2 days, 13:35:56, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.5103 2020-07-25 18:47:39,565 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 2 days, 13:35:35, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.5799 2020-07-25 18:47:53,609 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 2 days, 13:35:17, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.4341 2020-07-25 18:48:06,012 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 2 days, 13:34:53, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.4741 2020-07-25 18:48:19,788 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 2 days, 13:34:34, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.6713 2020-07-25 18:48:33,152 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 2 days, 13:34:14, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.6547 2020-07-25 18:48:46,522 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 2 days, 13:33:53, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1893, loss: 2.1893, grad_norm: 5.4923 2020-07-25 18:49:00,448 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 2 days, 13:33:36, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.4722 2020-07-25 18:49:13,298 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 2 days, 13:33:13, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.5122 2020-07-25 18:49:26,834 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 2 days, 13:32:54, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.6511 2020-07-25 18:49:39,470 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 2 days, 13:32:30, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.4585 2020-07-25 18:49:53,747 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 2 days, 13:32:14, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.5932 2020-07-25 18:50:07,860 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 2 days, 13:31:56, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.4755 2020-07-25 18:50:20,038 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 2 days, 13:31:31, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7484, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.6060 2020-07-25 18:50:32,792 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 2 days, 13:31:08, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.5707 2020-07-25 18:50:47,554 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 2 days, 13:30:54, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.6567 2020-07-25 18:51:00,557 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 2 days, 13:30:32, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.5432 2020-07-25 18:51:13,840 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 2 days, 13:30:11, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.3994 2020-07-25 18:51:27,165 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 2 days, 13:29:51, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7656, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.5686 2020-07-25 18:51:40,125 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 2 days, 13:29:29, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.2983 2020-07-25 18:51:53,367 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 2 days, 13:29:08, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7453, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.4989 2020-07-25 18:52:07,939 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 2 days, 13:28:53, time: 0.731, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.3632 2020-07-25 18:52:20,348 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 2 days, 13:28:29, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2375, loss: 2.2375, grad_norm: 5.5417 2020-07-25 18:52:33,256 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 2 days, 13:28:07, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.5356 2020-07-25 18:52:46,097 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 2 days, 13:27:44, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.5435 2020-07-25 18:52:59,365 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 2 days, 13:27:24, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1816, loss: 2.1816, grad_norm: 5.6439 2020-07-25 18:53:13,441 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 2 days, 13:27:06, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.6518 2020-07-25 18:53:25,843 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 2 days, 13:26:42, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.5000 2020-07-25 18:53:38,260 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 2 days, 13:26:18, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2830, loss: 2.2830, grad_norm: 5.6411 2020-07-25 18:53:51,898 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 2 days, 13:25:59, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.5914 2020-07-25 18:54:05,780 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 2 days, 13:25:41, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.5418 2020-07-25 18:54:18,835 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 2 days, 13:25:19, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.5804 2020-07-25 18:54:32,213 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 2 days, 13:24:59, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.4602 2020-07-25 18:54:46,381 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 2 days, 13:24:42, time: 0.715, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7484, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.4536 2020-07-25 18:54:59,870 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 2 days, 13:24:22, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7469, loss_cls: 2.1849, loss: 2.1849, grad_norm: 5.4325 2020-07-25 18:55:13,314 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 2 days, 13:24:02, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.2068, loss: 2.2068, grad_norm: 5.4059 2020-07-25 18:55:26,637 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 2 days, 13:23:42, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1850, loss: 2.1850, grad_norm: 5.6379 2020-07-25 18:55:39,390 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 2 days, 13:23:19, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.5532 2020-07-25 18:55:52,735 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 2 days, 13:22:59, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2737, loss: 2.2737, grad_norm: 5.6467 2020-07-25 18:56:05,611 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 2 days, 13:22:37, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.3274 2020-07-25 18:56:19,379 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 2 days, 13:22:18, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2829, loss: 2.2829, grad_norm: 5.5439 2020-07-25 18:56:32,045 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 2 days, 13:21:55, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.4766 2020-07-25 18:56:44,412 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 2 days, 13:21:31, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.3791 2020-07-25 18:56:57,247 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 2 days, 13:21:09, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5199 2020-07-25 18:57:10,396 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 2 days, 13:20:48, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.5000 2020-07-25 18:57:23,023 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 2 days, 13:20:25, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1894, loss: 2.1894, grad_norm: 5.6719 2020-07-25 18:57:35,699 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 2 days, 13:20:02, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.6748 2020-07-25 18:57:48,176 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 2 days, 13:19:38, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.7091 2020-07-25 18:58:01,961 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 2 days, 13:19:20, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7672, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.4560 2020-07-25 18:58:15,451 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 2 days, 13:19:00, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.4762 2020-07-25 18:58:28,435 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 2 days, 13:18:38, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.4313 2020-07-25 18:58:42,179 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 2 days, 13:18:20, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7328, loss_cls: 2.2913, loss: 2.2913, grad_norm: 5.6698 2020-07-25 18:58:54,478 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 2 days, 13:17:55, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7375, loss_cls: 2.2235, loss: 2.2235, grad_norm: 5.6855 2020-07-25 18:59:07,368 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 2 days, 13:17:33, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.6743 2020-07-25 18:59:20,603 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 2 days, 13:17:13, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1657, loss: 2.1657, grad_norm: 5.5830 2020-07-25 18:59:33,549 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 2 days, 13:16:51, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7164, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.6262 2020-07-25 18:59:47,596 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 2 days, 13:16:33, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2720, loss: 2.2720, grad_norm: 5.5983 2020-07-25 18:59:59,749 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 2 days, 13:16:09, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.3859 2020-07-25 19:00:14,833 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 2 days, 13:15:55, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.4540 2020-07-25 19:00:27,576 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 2 days, 13:15:33, time: 0.644, data_time: 0.021, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2207, loss: 2.2207, grad_norm: 5.4583 2020-07-25 19:00:40,205 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 2 days, 13:15:09, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.5715 2020-07-25 19:00:52,729 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 2 days, 13:14:46, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.4162 2020-07-25 19:01:05,306 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 2 days, 13:14:23, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.4070 2020-07-25 19:01:17,842 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 2 days, 13:14:00, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7375, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.5756 2020-07-25 19:01:31,034 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 2 days, 13:13:39, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.1065, loss: 2.1065, grad_norm: 5.5406 2020-07-25 19:01:44,391 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 2 days, 13:13:19, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.3110, loss: 2.3110, grad_norm: 5.6554 2020-07-25 19:01:57,652 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 2 days, 13:12:58, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2080, loss: 2.2080, grad_norm: 5.6093 2020-07-25 19:02:09,946 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 2 days, 13:12:34, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7516, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.4759 2020-07-25 19:02:22,826 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 2 days, 13:12:12, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1644, loss: 2.1644, grad_norm: 5.5619 2020-07-25 19:02:35,370 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 2 days, 13:11:48, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1490, loss: 2.1490, grad_norm: 5.3874 2020-07-25 19:02:48,628 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 2 days, 13:11:28, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7211, loss_cls: 2.2132, loss: 2.2132, grad_norm: 5.6450 2020-07-25 19:03:02,253 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 2 days, 13:11:09, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.6724 2020-07-25 19:03:14,817 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 2 days, 13:10:46, time: 0.631, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.6815 2020-07-25 19:03:27,377 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 2 days, 13:10:22, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.4825 2020-07-25 19:03:40,217 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 2 days, 13:10:01, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.5850 2020-07-25 19:03:54,949 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 2 days, 13:09:46, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.1519, loss: 2.1519, grad_norm: 5.3755 2020-07-25 19:04:08,214 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 2 days, 13:09:25, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7547, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.3248 2020-07-25 19:04:20,393 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 2 days, 13:09:01, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.5411 2020-07-25 19:04:34,133 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 2 days, 13:08:42, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.5673 2020-07-25 19:04:46,715 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 2 days, 13:08:19, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2646, loss: 2.2646, grad_norm: 5.6765 2020-07-25 19:04:59,919 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 2 days, 13:07:58, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2436, loss: 2.2436, grad_norm: 5.6145 2020-07-25 19:05:12,315 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 2 days, 13:07:34, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.6147 2020-07-25 19:05:25,920 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 2 days, 13:07:15, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.5706 2020-07-25 19:05:38,354 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 2 days, 13:06:52, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.6596 2020-07-25 19:05:51,366 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 2 days, 13:06:30, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.5763 2020-07-25 19:06:04,141 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 2 days, 13:06:08, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.3334, loss: 2.3334, grad_norm: 5.7566 2020-07-25 19:06:16,942 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 2 days, 13:05:46, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.3928 2020-07-25 19:06:30,336 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 2 days, 13:05:26, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.6172 2020-07-25 19:06:43,775 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 2 days, 13:05:06, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7578, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.5535 2020-07-25 19:06:56,986 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 2 days, 13:04:45, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.2045, loss: 2.2045, grad_norm: 5.5101 2020-07-25 19:07:09,838 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 2 days, 13:04:24, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.5972 2020-07-25 19:07:22,446 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 2 days, 13:04:01, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.7700 2020-07-25 19:07:35,221 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 2 days, 13:03:38, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.4768 2020-07-25 19:07:47,870 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 2 days, 13:03:15, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.7012 2020-07-25 19:08:00,527 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 2 days, 13:02:53, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.5483 2020-07-25 19:08:14,253 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 2 days, 13:02:34, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1700, loss: 2.1700, grad_norm: 5.5184 2020-07-25 19:08:28,626 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 2 days, 13:02:18, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1392, loss: 2.1392, grad_norm: 5.4864 2020-07-25 19:08:41,968 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 2 days, 13:01:58, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2332, loss: 2.2332, grad_norm: 5.5285 2020-07-25 19:08:54,231 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 2 days, 13:01:34, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.5351 2020-07-25 19:09:07,397 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 2 days, 13:01:13, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.4420 2020-07-25 19:09:19,983 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 2 days, 13:00:50, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.5587 2020-07-25 19:09:33,042 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 2 days, 13:00:29, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.5912 2020-07-25 19:09:46,503 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 2 days, 13:00:09, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2130, loss: 2.2130, grad_norm: 5.5487 2020-07-25 19:10:00,023 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 2 days, 12:59:50, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.4237 2020-07-25 19:10:12,347 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 2 days, 12:59:26, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1732, loss: 2.1732, grad_norm: 5.4121 2020-07-25 19:10:25,192 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 2 days, 12:59:04, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7703, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.3888 2020-07-25 19:10:38,998 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 2 days, 12:58:46, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.5744 2020-07-25 19:10:52,931 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 2 days, 12:58:28, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.3814 2020-07-25 19:11:06,102 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 2 days, 12:58:07, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.4414 2020-07-25 19:11:18,821 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 2 days, 12:57:45, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.6196 2020-07-25 19:11:32,275 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 2 days, 12:57:25, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.7615 2020-07-25 19:11:44,677 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 2 days, 12:57:02, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.5297 2020-07-25 19:11:58,856 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 2 days, 12:56:45, time: 0.709, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.5848 2020-07-25 19:12:11,935 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 2 days, 12:56:24, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.5322 2020-07-25 19:12:24,856 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 2 days, 12:56:02, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.2288, loss: 2.2288, grad_norm: 5.6129 2020-07-25 19:12:38,406 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 2 days, 12:55:43, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.2015, loss: 2.2015, grad_norm: 5.6065 2020-07-25 19:12:51,318 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 2 days, 12:55:21, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7453, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.3379 2020-07-25 19:13:05,430 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 2 days, 12:55:04, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.5788 2020-07-25 19:13:17,766 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 2 days, 12:54:40, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.5851 2020-07-25 19:13:31,343 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 2 days, 12:54:22, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.6657 2020-07-25 19:13:43,701 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 2 days, 12:53:57, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.1893, loss: 2.1893, grad_norm: 5.6447 2020-07-25 19:13:56,448 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 2 days, 12:53:35, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.7091 2020-07-25 19:14:09,756 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 2 days, 12:53:15, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1697, loss: 2.1697, grad_norm: 5.6755 2020-07-25 19:14:24,276 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 2 days, 12:53:00, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2244, loss: 2.2244, grad_norm: 5.4970 2020-07-25 19:14:36,572 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 2 days, 12:52:36, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.6185 2020-07-25 19:14:50,105 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 2 days, 12:52:17, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.3314 2020-07-25 19:15:03,157 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 2 days, 12:51:56, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.6551 2020-07-25 19:15:16,193 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 2 days, 12:51:34, time: 0.652, data_time: 0.002, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1464, loss: 2.1464, grad_norm: 5.3901 2020-07-25 19:15:29,522 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 2 days, 12:51:14, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.6930 2020-07-25 19:15:41,873 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 2 days, 12:50:51, time: 0.622, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.5545 2020-07-25 19:15:56,017 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 2 days, 12:50:34, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.6186 2020-07-25 19:16:09,106 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 2 days, 12:50:13, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.4782 2020-07-25 19:16:22,317 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 2 days, 12:49:52, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2185, loss: 2.2185, grad_norm: 5.6042 2020-07-25 19:16:36,807 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 2 days, 12:49:37, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.6674 2020-07-25 19:16:50,053 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 2 days, 12:49:16, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.4906 2020-07-25 19:17:03,379 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 2 days, 12:48:57, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.6821 2020-07-25 19:17:17,629 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 2 days, 12:48:40, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.2568 2020-07-25 19:17:30,595 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 2 days, 12:48:19, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1390, loss: 2.1390, grad_norm: 5.5471 2020-07-25 19:17:42,950 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 2 days, 12:47:55, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7195, loss_cls: 2.2312, loss: 2.2312, grad_norm: 5.6736 2020-07-25 19:17:57,047 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 2 days, 12:47:38, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.6498 2020-07-25 19:18:10,656 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 2 days, 12:47:19, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.5090 2020-07-25 19:18:25,013 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 2 days, 12:47:03, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.4917 2020-07-25 19:18:38,219 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 2 days, 12:46:42, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.3466 2020-07-25 19:18:52,005 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 2 days, 12:46:24, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.2693, loss: 2.2693, grad_norm: 5.5398 2020-07-25 19:19:05,692 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 2 days, 12:46:06, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.5960 2020-07-25 19:19:18,857 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 2 days, 12:45:45, time: 0.659, data_time: 0.003, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.5348 2020-07-25 19:19:32,276 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 2 days, 12:45:26, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.2590, loss: 2.2590, grad_norm: 5.6088 2020-07-25 19:19:44,598 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 2 days, 12:45:02, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.3847 2020-07-25 19:19:57,894 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 2 days, 12:44:42, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.5662 2020-07-25 19:20:10,913 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 2 days, 12:44:21, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.4699 2020-07-25 19:20:24,465 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 2 days, 12:44:01, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.5962 2020-07-25 19:20:37,305 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 2 days, 12:43:40, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.6691 2020-07-25 19:20:50,865 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 2 days, 12:43:21, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.5754 2020-07-25 19:21:03,125 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 2 days, 12:42:57, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.4002 2020-07-25 19:21:15,848 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 2 days, 12:42:34, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.1979, loss: 2.1979, grad_norm: 5.6792 2020-07-25 19:21:28,862 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 2 days, 12:42:13, time: 0.651, data_time: 0.003, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.5435 2020-07-25 19:21:41,386 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 2 days, 12:41:50, time: 0.623, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.5544 2020-07-25 19:21:53,982 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 2 days, 12:41:28, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.5979 2020-07-25 19:22:08,161 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 2 days, 12:41:11, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7375, loss_cls: 2.2032, loss: 2.2032, grad_norm: 5.4615 2020-07-25 19:22:22,028 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 2 days, 12:40:53, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.5860 2020-07-25 19:22:34,454 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 2 days, 12:40:30, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.4148 2020-07-25 19:22:47,467 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 2 days, 12:40:09, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7258, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.6925 2020-07-25 19:23:00,874 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 2 days, 12:39:49, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.4965 2020-07-25 19:23:14,037 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 2 days, 12:39:29, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1145, loss: 2.1145, grad_norm: 5.4107 2020-07-25 19:23:26,655 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 2 days, 12:39:06, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.5195 2020-07-25 19:23:39,888 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 2 days, 12:38:46, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7445, loss_cls: 2.1852, loss: 2.1852, grad_norm: 5.5970 2020-07-25 19:23:54,034 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 2 days, 12:38:29, time: 0.709, data_time: 0.011, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2450, loss: 2.2450, grad_norm: 5.3582 2020-07-25 19:24:08,002 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 2 days, 12:38:12, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2165, loss: 2.2165, grad_norm: 5.2776 2020-07-25 19:24:21,182 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 2 days, 12:37:51, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.2126, loss: 2.2126, grad_norm: 5.5177 2020-07-25 19:24:34,059 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 2 days, 12:37:29, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.5027 2020-07-25 19:24:47,442 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 2 days, 12:37:10, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.5002 2020-07-25 19:25:01,464 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 2 days, 12:36:53, time: 0.698, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7516, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.5106 2020-07-25 19:25:13,571 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 2 days, 12:36:28, time: 0.608, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.4987 2020-07-25 19:25:27,967 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 2 days, 12:36:12, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.5269 2020-07-25 19:25:40,899 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 2 days, 12:35:51, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.2264, loss: 2.2264, grad_norm: 5.5325 2020-07-25 19:25:54,632 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 2 days, 12:35:33, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.3235 2020-07-25 19:26:07,450 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 2 days, 12:35:11, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.5876 2020-07-25 19:26:19,392 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-25 19:26:46,206 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 2 days, 12:34:36, time: 1.257, data_time: 0.623, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.3192 2020-07-25 19:26:58,954 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 2 days, 12:34:14, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.4364 2020-07-25 19:27:11,176 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 2 days, 12:33:50, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.4646 2020-07-25 19:27:24,436 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 2 days, 12:33:30, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.3947 2020-07-25 19:27:37,114 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 2 days, 12:33:08, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.3838 2020-07-25 19:27:49,529 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 2 days, 12:32:45, time: 0.623, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.6202 2020-07-25 19:28:02,314 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 2 days, 12:32:22, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.5369 2020-07-25 19:28:15,334 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 2 days, 12:32:02, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.3678 2020-07-25 19:28:27,871 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 2 days, 12:31:39, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.3599 2020-07-25 19:28:41,238 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 2 days, 12:31:19, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.6192 2020-07-25 19:28:54,377 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 2 days, 12:30:59, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.8120 2020-07-25 19:29:08,207 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 2 days, 12:30:41, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.6297 2020-07-25 19:29:21,448 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 2 days, 12:30:20, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.4956 2020-07-25 19:29:34,267 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 2 days, 12:29:59, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1451, loss: 2.1451, grad_norm: 5.6083 2020-07-25 19:29:47,347 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 2 days, 12:29:38, time: 0.651, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7562, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.5284 2020-07-25 19:30:01,175 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 2 days, 12:29:20, time: 0.694, data_time: 0.011, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.6866 2020-07-25 19:30:14,119 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 2 days, 12:28:59, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.5356 2020-07-25 19:30:27,606 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 2 days, 12:28:40, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.5236 2020-07-25 19:30:40,603 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 2 days, 12:28:19, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.7438 2020-07-25 19:30:54,056 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 2 days, 12:28:00, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.5584 2020-07-25 19:31:06,772 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 2 days, 12:27:37, time: 0.634, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.6456 2020-07-25 19:31:20,666 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 2 days, 12:27:20, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.5876 2020-07-25 19:31:33,237 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 2 days, 12:26:57, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.5855 2020-07-25 19:31:46,228 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 2 days, 12:26:36, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2242, loss: 2.2242, grad_norm: 5.7273 2020-07-25 19:31:58,828 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 2 days, 12:26:14, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.7040 2020-07-25 19:32:11,670 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 2 days, 12:25:52, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7273, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.6626 2020-07-25 19:32:24,213 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 2 days, 12:25:29, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3083, loss: 2.3083, grad_norm: 5.5688 2020-07-25 19:32:36,843 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 2 days, 12:25:07, time: 0.635, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.3888 2020-07-25 19:32:50,269 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 2 days, 12:24:48, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.2292, loss: 2.2292, grad_norm: 5.7024 2020-07-25 19:33:03,269 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 2 days, 12:24:27, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.6932 2020-07-25 19:33:16,664 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 2 days, 12:24:07, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.5248 2020-07-25 19:33:30,825 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 2 days, 12:23:51, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.4411 2020-07-25 19:33:43,115 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 2 days, 12:23:27, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.4472 2020-07-25 19:33:56,124 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 2 days, 12:23:06, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.4009 2020-07-25 19:34:09,826 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 2 days, 12:22:48, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.5348 2020-07-25 19:34:23,197 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 2 days, 12:22:28, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.4512 2020-07-25 19:34:36,079 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 2 days, 12:22:07, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.4513 2020-07-25 19:34:48,568 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 2 days, 12:21:44, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.5601 2020-07-25 19:35:01,326 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 2 days, 12:21:22, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.5741 2020-07-25 19:35:15,175 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 2 days, 12:21:05, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.5169 2020-07-25 19:35:27,574 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 2 days, 12:20:41, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.5371 2020-07-25 19:35:40,780 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 2 days, 12:20:21, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.4013 2020-07-25 19:35:55,166 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 2 days, 12:20:05, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0270, loss: 2.0270, grad_norm: 5.3179 2020-07-25 19:36:08,355 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 2 days, 12:19:45, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.6184 2020-07-25 19:36:22,146 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 2 days, 12:19:27, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.4407 2020-07-25 19:36:35,027 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 2 days, 12:19:06, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.3940 2020-07-25 19:36:47,983 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 2 days, 12:18:45, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1568, loss: 2.1568, grad_norm: 5.5641 2020-07-25 19:37:00,632 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 2 days, 12:18:23, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.6094 2020-07-25 19:37:13,770 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 2 days, 12:18:02, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.6127 2020-07-25 19:37:26,205 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 2 days, 12:17:39, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.5172 2020-07-25 19:37:39,688 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 2 days, 12:17:20, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.4996 2020-07-25 19:37:53,260 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 2 days, 12:17:02, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.5269 2020-07-25 19:38:06,755 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 2 days, 12:16:42, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.1943, loss: 2.1943, grad_norm: 5.6509 2020-07-25 19:38:19,248 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 2 days, 12:16:20, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.7314 2020-07-25 19:38:31,810 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 2 days, 12:15:57, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2561, loss: 2.2561, grad_norm: 5.6766 2020-07-25 19:38:45,313 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 2 days, 12:15:38, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.4275 2020-07-25 19:38:59,838 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 2 days, 12:15:23, time: 0.724, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.6128 2020-07-25 19:39:12,921 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 2 days, 12:15:03, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.7336 2020-07-25 19:39:25,955 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 2 days, 12:14:42, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7461, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.7121 2020-07-25 19:39:38,774 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 2 days, 12:14:20, time: 0.641, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1796, loss: 2.1796, grad_norm: 5.6842 2020-07-25 19:39:51,441 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 2 days, 12:13:58, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.4721 2020-07-25 19:40:04,437 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 2 days, 12:13:37, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.5948 2020-07-25 19:40:17,109 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 2 days, 12:13:15, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.6697 2020-07-25 19:40:30,782 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 2 days, 12:12:56, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.5917 2020-07-25 19:40:43,637 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 2 days, 12:12:36, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.4687 2020-07-25 19:40:58,521 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 2 days, 12:12:22, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.4321 2020-07-25 19:41:10,778 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 2 days, 12:11:58, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7352, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.5786 2020-07-25 19:41:24,116 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 2 days, 12:11:38, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.4631 2020-07-25 19:41:36,541 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 2 days, 12:11:16, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.4222 2020-07-25 19:41:50,234 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 2 days, 12:10:57, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.5617 2020-07-25 19:42:02,543 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 2 days, 12:10:34, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.6173 2020-07-25 19:42:16,268 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 2 days, 12:10:16, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1606, loss: 2.1606, grad_norm: 5.5510 2020-07-25 19:42:28,592 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 2 days, 12:09:53, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.6704 2020-07-25 19:42:42,117 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 2 days, 12:09:34, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.5426 2020-07-25 19:42:54,778 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 2 days, 12:09:12, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.5945 2020-07-25 19:43:09,020 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 2 days, 12:08:55, time: 0.711, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.4207 2020-07-25 19:43:21,846 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 2 days, 12:08:34, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.3704 2020-07-25 19:43:35,896 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 2 days, 12:08:17, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3273, loss: 2.3273, grad_norm: 5.5720 2020-07-25 19:43:48,549 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 2 days, 12:07:55, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.3879 2020-07-25 19:44:01,231 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 2 days, 12:07:33, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.4776 2020-07-25 19:44:14,151 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 2 days, 12:07:12, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1666, loss: 2.1666, grad_norm: 5.5016 2020-07-25 19:44:26,916 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 2 days, 12:06:50, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2089, loss: 2.2089, grad_norm: 5.6228 2020-07-25 19:44:41,028 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 2 days, 12:06:34, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.4577 2020-07-25 19:44:53,802 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 2 days, 12:06:12, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1992, loss: 2.1992, grad_norm: 5.5328 2020-07-25 19:45:06,927 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 2 days, 12:05:52, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.4802 2020-07-25 19:45:19,392 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 2 days, 12:05:29, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2362, loss: 2.2362, grad_norm: 5.4666 2020-07-25 19:45:32,869 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 2 days, 12:05:10, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.3965 2020-07-25 19:45:45,115 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 2 days, 12:04:47, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7664, loss_cls: 2.1032, loss: 2.1032, grad_norm: 5.5779 2020-07-25 19:45:58,847 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 2 days, 12:04:29, time: 0.688, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.2156, loss: 2.2156, grad_norm: 5.5769 2020-07-25 19:46:11,587 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 2 days, 12:04:07, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.3909 2020-07-25 19:46:24,384 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 2 days, 12:03:46, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.6339 2020-07-25 19:46:36,974 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 2 days, 12:03:23, time: 0.626, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.6093 2020-07-25 19:46:49,665 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 2 days, 12:03:01, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.4446 2020-07-25 19:47:02,860 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 2 days, 12:02:41, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.5427 2020-07-25 19:47:16,472 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 2 days, 12:02:23, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.4353 2020-07-25 19:47:29,185 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 2 days, 12:02:01, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1752, loss: 2.1752, grad_norm: 5.4658 2020-07-25 19:47:41,768 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 2 days, 12:01:39, time: 0.633, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.6096 2020-07-25 19:47:55,414 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 2 days, 12:01:20, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.5794 2020-07-25 19:48:09,002 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 2 days, 12:01:02, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.6169 2020-07-25 19:48:21,456 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 2 days, 12:00:39, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.4333 2020-07-25 19:48:34,898 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 2 days, 12:00:20, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.5387 2020-07-25 19:48:47,874 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 2 days, 11:59:59, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.4468 2020-07-25 19:49:00,746 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 2 days, 11:59:38, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.4993 2020-07-25 19:49:13,310 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 2 days, 11:59:16, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.5569 2020-07-25 19:49:27,423 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 2 days, 11:58:59, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.4461 2020-07-25 19:49:40,342 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 2 days, 11:58:38, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.3025 2020-07-25 19:49:53,678 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 2 days, 11:58:19, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.4938 2020-07-25 19:50:07,140 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 2 days, 11:58:00, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1825, loss: 2.1825, grad_norm: 5.5733 2020-07-25 19:50:19,701 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 2 days, 11:57:38, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.4657 2020-07-25 19:50:34,013 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 2 days, 11:57:22, time: 0.712, data_time: 0.004, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.5427 2020-07-25 19:50:46,573 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 2 days, 11:57:00, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7523, loss_cls: 2.1732, loss: 2.1732, grad_norm: 5.4980 2020-07-25 19:50:59,576 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 2 days, 11:56:39, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.4656, top5_acc: 0.6977, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.6612 2020-07-25 19:51:12,028 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 2 days, 11:56:16, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.6472 2020-07-25 19:51:25,705 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 2 days, 11:55:58, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2065, loss: 2.2065, grad_norm: 5.5964 2020-07-25 19:51:39,300 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 2 days, 11:55:40, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.5136 2020-07-25 19:51:51,961 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 2 days, 11:55:18, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2457, loss: 2.2457, grad_norm: 5.5058 2020-07-25 19:52:05,520 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 2 days, 11:54:59, time: 0.678, data_time: 0.003, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.5120 2020-07-25 19:52:18,215 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 2 days, 11:54:37, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2129, loss: 2.2129, grad_norm: 5.4315 2020-07-25 19:52:31,029 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 2 days, 11:54:16, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.4235 2020-07-25 19:52:43,632 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 2 days, 11:53:54, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.6855 2020-07-25 19:52:57,161 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 2 days, 11:53:35, time: 0.679, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.4749 2020-07-25 19:53:11,155 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 2 days, 11:53:18, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.5906 2020-07-25 19:53:24,282 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 2 days, 11:52:58, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.3224 2020-07-25 19:53:38,140 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 2 days, 11:52:41, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7508, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.4314 2020-07-25 19:53:50,443 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 2 days, 11:52:18, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.5824 2020-07-25 19:54:05,454 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 2 days, 11:52:04, time: 0.749, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7562, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.6672 2020-07-25 19:54:18,842 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 2 days, 11:51:45, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1377, loss: 2.1377, grad_norm: 5.5089 2020-07-25 19:54:32,568 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 2 days, 11:51:27, time: 0.684, data_time: 0.004, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.6793 2020-07-25 19:54:45,062 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 2 days, 11:51:05, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.7227 2020-07-25 19:54:58,450 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 2 days, 11:50:45, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7484, loss_cls: 2.1694, loss: 2.1694, grad_norm: 5.6340 2020-07-25 19:55:12,693 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 2 days, 11:50:29, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.5579 2020-07-25 19:55:25,508 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 2 days, 11:50:08, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7547, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.3274 2020-07-25 19:55:38,676 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 2 days, 11:49:48, time: 0.662, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.4258 2020-07-25 19:55:52,134 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 2 days, 11:49:29, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.5579 2020-07-25 19:56:05,620 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 2 days, 11:49:10, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.6259 2020-07-25 19:56:18,764 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 2 days, 11:48:50, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.4860 2020-07-25 19:56:31,651 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 2 days, 11:48:29, time: 0.647, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.4925 2020-07-25 19:56:44,140 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 2 days, 11:48:07, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.2512, loss: 2.2512, grad_norm: 5.7138 2020-07-25 19:56:57,705 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 2 days, 11:47:48, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.6056 2020-07-25 19:57:10,265 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 2 days, 11:47:26, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1839, loss: 2.1839, grad_norm: 5.4669 2020-07-25 19:57:22,851 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 2 days, 11:47:04, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2574, loss: 2.2574, grad_norm: 5.6808 2020-07-25 19:57:38,471 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 2 days, 11:46:53, time: 0.779, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.5287 2020-07-25 19:57:50,593 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 2 days, 11:46:29, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.6153 2020-07-25 19:58:04,147 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 2 days, 11:46:11, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.4889 2020-07-25 19:58:16,453 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 2 days, 11:45:48, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.5396 2020-07-25 19:58:30,012 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 2 days, 11:45:29, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.7185 2020-07-25 19:58:44,932 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 2 days, 11:45:16, time: 0.750, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.2165, loss: 2.2165, grad_norm: 5.8451 2020-07-25 19:58:57,467 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 2 days, 11:44:53, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.6370 2020-07-25 19:59:09,865 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 2 days, 11:44:31, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.5453 2020-07-25 19:59:24,233 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 2 days, 11:44:15, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.1915, loss: 2.1915, grad_norm: 5.5469 2020-07-25 19:59:36,612 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 2 days, 11:43:52, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.4688 2020-07-25 19:59:49,291 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 2 days, 11:43:31, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2792, loss: 2.2792, grad_norm: 5.5916 2020-07-25 20:00:07,254 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 2 days, 11:43:28, time: 0.896, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.2739 2020-07-25 20:00:19,870 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 2 days, 11:43:06, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1649, loss: 2.1649, grad_norm: 5.4784 2020-07-25 20:00:33,069 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 2 days, 11:42:46, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.4889 2020-07-25 20:00:45,312 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 2 days, 11:42:23, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.7035 2020-07-25 20:00:57,921 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 2 days, 11:42:01, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.6269 2020-07-25 20:01:11,114 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 2 days, 11:41:41, time: 0.659, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.6747 2020-07-25 20:01:23,662 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 2 days, 11:41:19, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.3969 2020-07-25 20:01:37,834 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 2 days, 11:41:03, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.5460 2020-07-25 20:01:51,252 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 2 days, 11:40:44, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.4767 2020-07-25 20:02:04,153 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 2 days, 11:40:23, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7469, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.5132 2020-07-25 20:02:17,246 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 2 days, 11:40:03, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.5877 2020-07-25 20:02:30,202 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 2 days, 11:39:42, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.4987 2020-07-25 20:02:42,632 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 2 days, 11:39:20, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.5732 2020-07-25 20:02:55,329 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 2 days, 11:38:58, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.4736 2020-07-25 20:03:09,194 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 2 days, 11:38:41, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.5127 2020-07-25 20:03:21,790 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 2 days, 11:38:19, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.3006 2020-07-25 20:03:35,411 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 2 days, 11:38:01, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.4743 2020-07-25 20:03:48,229 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 2 days, 11:37:40, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.4610 2020-07-25 20:04:01,311 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 2 days, 11:37:20, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.6925 2020-07-25 20:04:15,670 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 2 days, 11:37:04, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.5014 2020-07-25 20:04:27,961 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 2 days, 11:36:41, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.5735 2020-07-25 20:04:41,353 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 2 days, 11:36:22, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.6173 2020-07-25 20:04:54,930 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 2 days, 11:36:04, time: 0.682, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.4443 2020-07-25 20:05:08,548 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 2 days, 11:35:45, time: 0.678, data_time: 0.010, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7500, loss_cls: 2.1996, loss: 2.1996, grad_norm: 5.5774 2020-07-25 20:05:21,612 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 2 days, 11:35:25, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.1697, loss: 2.1697, grad_norm: 5.5022 2020-07-25 20:05:34,022 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 2 days, 11:35:03, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1430, loss: 2.1430, grad_norm: 5.6440 2020-07-25 20:05:47,464 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 2 days, 11:34:44, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2020, loss: 2.2020, grad_norm: 5.5138 2020-07-25 20:05:59,947 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 2 days, 11:34:21, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.3821 2020-07-25 20:06:12,675 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 2 days, 11:34:00, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.5333 2020-07-25 20:06:26,111 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 2 days, 11:33:41, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.4799 2020-07-25 20:06:38,796 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 2 days, 11:33:20, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.4393 2020-07-25 20:06:52,263 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 2 days, 11:33:01, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7625, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.6445 2020-07-25 20:07:05,251 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 2 days, 11:32:40, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.5985 2020-07-25 20:07:18,519 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 2 days, 11:32:21, time: 0.666, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7773, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.5132 2020-07-25 20:07:32,235 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 2 days, 11:32:03, time: 0.681, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2560, loss: 2.2560, grad_norm: 5.8163 2020-07-25 20:07:44,566 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-25 20:08:10,243 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 2 days, 11:31:27, time: 1.225, data_time: 0.600, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7672, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.5550 2020-07-25 20:08:22,286 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 2 days, 11:31:03, time: 0.602, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7727, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.4422 2020-07-25 20:08:34,575 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 2 days, 11:30:40, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5576 2020-07-25 20:08:46,893 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 2 days, 11:30:17, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.2791 2020-07-25 20:09:00,208 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 2 days, 11:29:58, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.5257 2020-07-25 20:09:13,001 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 2 days, 11:29:37, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.6507 2020-07-25 20:09:26,198 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 2 days, 11:29:17, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.5597 2020-07-25 20:09:39,866 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 2 days, 11:28:59, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.5874 2020-07-25 20:09:53,726 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 2 days, 11:28:42, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1187, loss: 2.1187, grad_norm: 5.5233 2020-07-25 20:10:07,747 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 2 days, 11:28:25, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.6688 2020-07-25 20:10:20,080 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 2 days, 11:28:02, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7469, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.3645 2020-07-25 20:10:32,898 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 2 days, 11:27:41, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.5295 2020-07-25 20:10:46,435 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 2 days, 11:27:23, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.6631 2020-07-25 20:10:59,933 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 2 days, 11:27:04, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.6817 2020-07-25 20:11:12,889 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 2 days, 11:26:44, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7586, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.4660 2020-07-25 20:11:26,780 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 2 days, 11:26:27, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.4079 2020-07-25 20:11:39,388 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 2 days, 11:26:05, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.5164 2020-07-25 20:11:52,949 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 2 days, 11:25:47, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.4841 2020-07-25 20:12:06,954 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 2 days, 11:25:30, time: 0.701, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7617, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.4834 2020-07-25 20:12:19,401 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 2 days, 11:25:07, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7719, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.5314 2020-07-25 20:12:32,909 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 2 days, 11:24:49, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.7975 2020-07-25 20:12:46,436 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 2 days, 11:24:30, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2217, loss: 2.2217, grad_norm: 5.5504 2020-07-25 20:12:59,120 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 2 days, 11:24:09, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.4663 2020-07-25 20:13:13,028 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 2 days, 11:23:52, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.3404 2020-07-25 20:13:25,807 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 2 days, 11:23:31, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.7868 2020-07-25 20:13:39,544 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 2 days, 11:23:13, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.5299 2020-07-25 20:13:52,504 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 2 days, 11:22:53, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.6016 2020-07-25 20:14:05,536 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 2 days, 11:22:32, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.2443, loss: 2.2443, grad_norm: 5.7135 2020-07-25 20:14:18,638 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 2 days, 11:22:13, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.5296 2020-07-25 20:14:31,908 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 2 days, 11:21:53, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.5150 2020-07-25 20:14:45,004 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 2 days, 11:21:33, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.4397 2020-07-25 20:14:58,004 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 2 days, 11:21:13, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.4782 2020-07-25 20:15:11,826 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 2 days, 11:20:56, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.6396 2020-07-25 20:15:24,482 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 2 days, 11:20:34, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7617, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.5221 2020-07-25 20:15:38,489 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 2 days, 11:20:17, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7508, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.4551 2020-07-25 20:15:51,046 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 2 days, 11:19:55, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2207, loss: 2.2207, grad_norm: 5.5429 2020-07-25 20:16:05,386 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 2 days, 11:19:40, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.4654 2020-07-25 20:16:18,380 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 2 days, 11:19:20, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.5869 2020-07-25 20:16:31,826 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 2 days, 11:19:01, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7398, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.5765 2020-07-25 20:16:45,563 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 2 days, 11:18:43, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.7124 2020-07-25 20:16:59,635 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 2 days, 11:18:27, time: 0.704, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.2255, loss: 2.2255, grad_norm: 5.6636 2020-07-25 20:17:13,583 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 2 days, 11:18:10, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2081, loss: 2.2081, grad_norm: 5.5503 2020-07-25 20:17:26,063 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 2 days, 11:17:48, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.6116 2020-07-25 20:17:38,923 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 2 days, 11:17:27, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0433, loss: 2.0433, grad_norm: 5.5528 2020-07-25 20:17:52,237 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 2 days, 11:17:08, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7250, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.5845 2020-07-25 20:18:06,660 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 2 days, 11:16:53, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.4354 2020-07-25 20:18:19,960 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 2 days, 11:16:34, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.4896 2020-07-25 20:18:33,877 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 2 days, 11:16:16, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.4759 2020-07-25 20:18:46,617 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 2 days, 11:15:55, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7344, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.4594 2020-07-25 20:18:59,792 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 2 days, 11:15:35, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.4698 2020-07-25 20:19:12,550 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 2 days, 11:15:15, time: 0.648, data_time: 0.013, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.4350 2020-07-25 20:19:26,525 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 2 days, 11:14:58, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7633, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.4414 2020-07-25 20:19:39,587 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 2 days, 11:14:38, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.5232 2020-07-25 20:19:52,377 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 2 days, 11:14:17, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.5905 2020-07-25 20:20:05,891 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 2 days, 11:13:58, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.3661 2020-07-25 20:20:19,451 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 2 days, 11:13:40, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1238, loss: 2.1238, grad_norm: 5.3339 2020-07-25 20:20:32,885 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 2 days, 11:13:21, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.5508 2020-07-25 20:20:46,197 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 2 days, 11:13:02, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.4488 2020-07-25 20:20:59,269 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 2 days, 11:12:42, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.4493 2020-07-25 20:21:12,535 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 2 days, 11:12:23, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1846, loss: 2.1846, grad_norm: 5.5737 2020-07-25 20:21:25,643 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 2 days, 11:12:03, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.3360 2020-07-25 20:21:39,225 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 2 days, 11:11:45, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.5102 2020-07-25 20:21:53,070 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 2 days, 11:11:28, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.6885 2020-07-25 20:22:06,375 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 2 days, 11:11:09, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.4136 2020-07-25 20:22:19,992 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 2 days, 11:10:51, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.4203 2020-07-25 20:22:33,971 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 2 days, 11:10:34, time: 0.701, data_time: 0.010, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7531, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.3844 2020-07-25 20:22:46,898 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 2 days, 11:10:13, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.5326 2020-07-25 20:23:00,597 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 2 days, 11:09:56, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.7153 2020-07-25 20:23:14,378 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 2 days, 11:09:38, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.4459 2020-07-25 20:23:26,780 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 2 days, 11:09:16, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7477, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.5126 2020-07-25 20:23:40,109 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 2 days, 11:08:57, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.5493 2020-07-25 20:23:54,379 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 2 days, 11:08:41, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.5692 2020-07-25 20:24:08,451 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 2 days, 11:08:25, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.6218 2020-07-25 20:24:21,578 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 2 days, 11:08:05, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.6663 2020-07-25 20:24:35,084 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 2 days, 11:07:47, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.4808 2020-07-25 20:24:48,748 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 2 days, 11:07:29, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.5131 2020-07-25 20:25:01,394 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 2 days, 11:07:07, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2067, loss: 2.2067, grad_norm: 5.5410 2020-07-25 20:25:14,646 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 2 days, 11:06:48, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7469, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.6080 2020-07-25 20:25:27,591 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 2 days, 11:06:28, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.4652 2020-07-25 20:25:40,660 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 2 days, 11:06:08, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.4671 2020-07-25 20:25:53,764 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 2 days, 11:05:48, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.3907 2020-07-25 20:26:09,001 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 2 days, 11:05:36, time: 0.765, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.6511 2020-07-25 20:26:22,305 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 2 days, 11:05:16, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.6055 2020-07-25 20:26:35,781 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 2 days, 11:04:58, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.6919 2020-07-25 20:26:49,766 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 2 days, 11:04:41, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.5090 2020-07-25 20:27:02,920 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 2 days, 11:04:22, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.5705 2020-07-25 20:27:16,370 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 2 days, 11:04:03, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.3910 2020-07-25 20:27:29,598 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 2 days, 11:03:44, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.6957 2020-07-25 20:27:42,775 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 2 days, 11:03:24, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.4280 2020-07-25 20:27:56,109 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 2 days, 11:03:06, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.4192 2020-07-25 20:28:09,970 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 2 days, 11:02:48, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.2403, loss: 2.2403, grad_norm: 5.7353 2020-07-25 20:28:23,674 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 2 days, 11:02:31, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.5053 2020-07-25 20:28:37,960 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 2 days, 11:02:15, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.4929 2020-07-25 20:28:50,820 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 2 days, 11:01:54, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.4654 2020-07-25 20:29:03,755 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 2 days, 11:01:34, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5186 2020-07-25 20:29:17,086 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 2 days, 11:01:15, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7461, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.5858 2020-07-25 20:29:29,880 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 2 days, 11:00:54, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.4908 2020-07-25 20:29:42,937 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 2 days, 11:00:34, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.5551 2020-07-25 20:29:56,879 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 2 days, 11:00:17, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1949, loss: 2.1949, grad_norm: 5.5426 2020-07-25 20:30:10,591 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 2 days, 11:00:00, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7430, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.6341 2020-07-25 20:30:24,310 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 2 days, 10:59:42, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1594, loss: 2.1594, grad_norm: 5.3856 2020-07-25 20:30:37,736 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 2 days, 10:59:24, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.3283 2020-07-25 20:30:51,646 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 2 days, 10:59:07, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.3503 2020-07-25 20:31:05,212 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 2 days, 10:58:49, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.5601 2020-07-25 20:31:17,851 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 2 days, 10:58:27, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.4633 2020-07-25 20:31:32,049 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 2 days, 10:58:11, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7445, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.5427 2020-07-25 20:31:44,893 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 2 days, 10:57:51, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.4363 2020-07-25 20:31:58,182 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 2 days, 10:57:32, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.5398 2020-07-25 20:32:12,112 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 2 days, 10:57:15, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7453, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.6674 2020-07-25 20:32:26,727 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 2 days, 10:57:00, time: 0.732, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7461, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.3232 2020-07-25 20:32:39,493 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 2 days, 10:56:39, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.5825 2020-07-25 20:32:51,954 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 2 days, 10:56:18, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.6295 2020-07-25 20:33:05,529 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 2 days, 10:55:59, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.5389 2020-07-25 20:33:19,453 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 2 days, 10:55:43, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.6543 2020-07-25 20:33:32,742 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 2 days, 10:55:23, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.5753 2020-07-25 20:33:45,699 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 2 days, 10:55:03, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1482, loss: 2.1482, grad_norm: 5.5667 2020-07-25 20:33:59,627 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 2 days, 10:54:46, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1667, loss: 2.1667, grad_norm: 5.5444 2020-07-25 20:34:13,864 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 2 days, 10:54:31, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.6372 2020-07-25 20:34:27,731 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 2 days, 10:54:13, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.7055 2020-07-25 20:34:40,154 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 2 days, 10:53:52, time: 0.624, data_time: 0.010, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.4079 2020-07-25 20:34:53,084 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 2 days, 10:53:31, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.4131 2020-07-25 20:35:06,628 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 2 days, 10:53:13, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.4763 2020-07-25 20:35:19,500 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 2 days, 10:52:53, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.3951 2020-07-25 20:35:32,612 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 2 days, 10:52:33, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.4897 2020-07-25 20:35:46,113 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 2 days, 10:52:15, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.5729 2020-07-25 20:36:00,158 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 2 days, 10:51:58, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.5083 2020-07-25 20:36:12,310 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 2 days, 10:51:35, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.4844 2020-07-25 20:36:25,987 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 2 days, 10:51:18, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.1803, loss: 2.1803, grad_norm: 5.5385 2020-07-25 20:36:39,527 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 2 days, 10:50:59, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7320, loss_cls: 2.1932, loss: 2.1932, grad_norm: 5.4779 2020-07-25 20:36:52,896 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 2 days, 10:50:41, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.3857 2020-07-25 20:37:06,154 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 2 days, 10:50:22, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.5769 2020-07-25 20:37:20,227 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 2 days, 10:50:05, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.3514 2020-07-25 20:37:32,607 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 2 days, 10:49:43, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.6403 2020-07-25 20:37:46,366 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 2 days, 10:49:26, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.4704 2020-07-25 20:38:00,437 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 2 days, 10:49:09, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.4122 2020-07-25 20:38:12,908 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 2 days, 10:48:48, time: 0.633, data_time: 0.012, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2565, loss: 2.2565, grad_norm: 5.5598 2020-07-25 20:38:26,526 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 2 days, 10:48:30, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.4857 2020-07-25 20:38:40,920 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 2 days, 10:48:15, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.5747 2020-07-25 20:38:54,947 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 2 days, 10:47:58, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7547, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.6018 2020-07-25 20:39:06,983 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 2 days, 10:47:35, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.6428 2020-07-25 20:39:20,461 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 2 days, 10:47:16, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.4995 2020-07-25 20:39:32,797 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 2 days, 10:46:54, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.7206 2020-07-25 20:39:46,711 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 2 days, 10:46:37, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.5875 2020-07-25 20:39:59,602 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 2 days, 10:46:17, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.6430 2020-07-25 20:40:12,979 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 2 days, 10:45:58, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.7815 2020-07-25 20:40:26,320 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 2 days, 10:45:40, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1428, loss: 2.1428, grad_norm: 5.5313 2020-07-25 20:40:39,197 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 2 days, 10:45:19, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.5020 2020-07-25 20:40:52,821 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 2 days, 10:45:02, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7211, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.4230 2020-07-25 20:41:05,483 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 2 days, 10:44:40, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.4221 2020-07-25 20:41:20,092 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 2 days, 10:44:26, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.5415 2020-07-25 20:41:33,205 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 2 days, 10:44:06, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3063, loss: 2.3063, grad_norm: 5.6293 2020-07-25 20:41:45,874 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 2 days, 10:43:45, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7469, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.5570 2020-07-25 20:41:59,847 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 2 days, 10:43:29, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7172, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.4817 2020-07-25 20:42:13,554 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 2 days, 10:43:11, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7539, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.4664 2020-07-25 20:42:26,063 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 2 days, 10:42:50, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.6009 2020-07-25 20:42:38,732 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 2 days, 10:42:29, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7742, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.5079 2020-07-25 20:42:52,155 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 2 days, 10:42:10, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.5858 2020-07-25 20:43:05,220 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 2 days, 10:41:50, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.6702 2020-07-25 20:43:19,345 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 2 days, 10:41:34, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.1840, loss: 2.1840, grad_norm: 5.4573 2020-07-25 20:43:31,725 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 2 days, 10:41:12, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2513, loss: 2.2513, grad_norm: 5.6159 2020-07-25 20:43:45,055 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 2 days, 10:40:54, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.5652 2020-07-25 20:43:58,364 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 2 days, 10:40:34, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.4917 2020-07-25 20:44:11,649 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 2 days, 10:40:16, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.5891 2020-07-25 20:44:24,496 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 2 days, 10:39:55, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.4718 2020-07-25 20:44:38,515 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 2 days, 10:39:39, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.6197 2020-07-25 20:44:50,876 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 2 days, 10:39:17, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3076, loss: 2.3076, grad_norm: 5.7305 2020-07-25 20:45:03,676 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 2 days, 10:38:56, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.5812 2020-07-25 20:45:16,162 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 2 days, 10:38:35, time: 0.624, data_time: 0.002, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1490, loss: 2.1490, grad_norm: 5.5285 2020-07-25 20:45:29,033 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 2 days, 10:38:14, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.5092 2020-07-25 20:45:42,471 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 2 days, 10:37:56, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.5521 2020-07-25 20:45:55,538 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 2 days, 10:37:36, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7312, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.5172 2020-07-25 20:46:08,297 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 2 days, 10:37:16, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.5044 2020-07-25 20:46:22,667 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 2 days, 10:37:00, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.6315 2020-07-25 20:46:36,320 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 2 days, 10:36:43, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.2864, loss: 2.2864, grad_norm: 5.6422 2020-07-25 20:46:49,573 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 2 days, 10:36:23, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.5057 2020-07-25 20:47:02,248 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 2 days, 10:36:03, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.4649 2020-07-25 20:47:15,839 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 2 days, 10:35:45, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.5424 2020-07-25 20:47:29,127 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 2 days, 10:35:26, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.4717 2020-07-25 20:47:42,324 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 2 days, 10:35:07, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2776, loss: 2.2776, grad_norm: 5.7504 2020-07-25 20:47:55,565 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 2 days, 10:34:48, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7414, loss_cls: 2.1849, loss: 2.1849, grad_norm: 5.6200 2020-07-25 20:48:09,094 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 2 days, 10:34:29, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.5357 2020-07-25 20:48:21,588 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 2 days, 10:34:08, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.5505 2020-07-25 20:48:35,910 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 2 days, 10:33:53, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.5360 2020-07-25 20:48:49,250 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 2 days, 10:33:34, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.4849 2020-07-25 20:49:02,359 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 2 days, 10:33:14, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.6702 2020-07-25 20:49:15,853 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 2 days, 10:32:56, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.2098, loss: 2.2098, grad_norm: 5.5883 2020-07-25 20:49:29,466 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 2 days, 10:32:38, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2551, loss: 2.2551, grad_norm: 5.5845 2020-07-25 20:49:41,109 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-25 20:50:02,400 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 2 days, 10:31:47, time: 0.979, data_time: 0.382, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.4878 2020-07-25 20:50:14,610 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 2 days, 10:31:24, time: 0.610, data_time: 0.002, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.4180 2020-07-25 20:50:26,979 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 2 days, 10:31:02, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.3692 2020-07-25 20:50:40,256 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 2 days, 10:30:43, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.1099, loss: 2.1099, grad_norm: 5.5989 2020-07-25 20:50:53,292 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 2 days, 10:30:24, time: 0.651, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.6583 2020-07-25 20:51:07,305 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 2 days, 10:30:07, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.5874 2020-07-25 20:51:20,143 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 2 days, 10:29:47, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.5105 2020-07-25 20:51:32,766 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 2 days, 10:29:26, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.5739 2020-07-25 20:51:46,539 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 2 days, 10:29:09, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.6508 2020-07-25 20:52:00,643 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 2 days, 10:28:53, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.6236 2020-07-25 20:52:13,488 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 2 days, 10:28:32, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.6514 2020-07-25 20:52:26,955 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 2 days, 10:28:14, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.6457 2020-07-25 20:52:40,632 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 2 days, 10:27:56, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.4499 2020-07-25 20:52:53,484 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 2 days, 10:27:36, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.3996 2020-07-25 20:53:06,784 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 2 days, 10:27:17, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4688 2020-07-25 20:53:19,431 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 2 days, 10:26:57, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7445, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.3935 2020-07-25 20:53:33,885 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 2 days, 10:26:41, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.4143 2020-07-25 20:53:46,389 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 2 days, 10:26:20, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.6277 2020-07-25 20:53:59,059 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 2 days, 10:25:59, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.4027 2020-07-25 20:54:12,485 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 2 days, 10:25:41, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.5039 2020-07-25 20:54:26,550 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 2 days, 10:25:25, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7555, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.3866 2020-07-25 20:54:38,774 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 2 days, 10:25:02, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.2025, loss: 2.2025, grad_norm: 5.6192 2020-07-25 20:54:52,379 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 2 days, 10:24:45, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.5640 2020-07-25 20:55:06,243 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 2 days, 10:24:28, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7742, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.4528 2020-07-25 20:55:18,699 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 2 days, 10:24:06, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.6282 2020-07-25 20:55:31,734 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 2 days, 10:23:47, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.4321 2020-07-25 20:55:45,332 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 2 days, 10:23:29, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.4972 2020-07-25 20:55:59,077 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 2 days, 10:23:12, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.6065 2020-07-25 20:56:11,456 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 2 days, 10:22:50, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 2.0598, loss: 2.0598, grad_norm: 5.3331 2020-07-25 20:56:24,806 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 2 days, 10:22:31, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.1912, loss: 2.1912, grad_norm: 5.6076 2020-07-25 20:56:38,010 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 2 days, 10:22:12, time: 0.663, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.1359, loss: 2.1359, grad_norm: 5.5026 2020-07-25 20:56:50,817 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 2 days, 10:21:52, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.5142 2020-07-25 20:57:04,496 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 2 days, 10:21:34, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.5540 2020-07-25 20:57:17,632 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 2 days, 10:21:15, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.6163 2020-07-25 20:57:31,219 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 2 days, 10:20:57, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.7482 2020-07-25 20:57:43,879 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 2 days, 10:20:36, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.5244 2020-07-25 20:57:57,161 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 2 days, 10:20:18, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.6649 2020-07-25 20:58:09,886 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 2 days, 10:19:57, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.4869 2020-07-25 20:58:24,357 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 2 days, 10:19:42, time: 0.727, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.5074 2020-07-25 20:58:37,357 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 2 days, 10:19:22, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.6761 2020-07-25 20:58:51,480 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 2 days, 10:19:07, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.4442 2020-07-25 20:59:04,615 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 2 days, 10:18:47, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.4548 2020-07-25 20:59:18,219 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 2 days, 10:18:30, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.3880 2020-07-25 20:59:31,953 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 2 days, 10:18:12, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.6705 2020-07-25 20:59:44,187 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 2 days, 10:17:50, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.5097 2020-07-25 20:59:57,095 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 2 days, 10:17:30, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.5153 2020-07-25 21:00:12,063 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 2 days, 10:17:16, time: 0.742, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.4548 2020-07-25 21:00:25,692 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 2 days, 10:16:59, time: 0.687, data_time: 0.025, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.5848 2020-07-25 21:00:38,323 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 2 days, 10:16:38, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2026, loss: 2.2026, grad_norm: 5.4631 2020-07-25 21:00:51,469 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 2 days, 10:16:19, time: 0.655, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7641, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.4141 2020-07-25 21:01:04,727 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 2 days, 10:16:00, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.4897 2020-07-25 21:01:17,683 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 2 days, 10:15:40, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7609, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.5737 2020-07-25 21:01:31,469 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 2 days, 10:15:23, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.6888 2020-07-25 21:01:44,395 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 2 days, 10:15:03, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.6296 2020-07-25 21:01:57,959 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 2 days, 10:14:46, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.5949 2020-07-25 21:02:11,748 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 2 days, 10:14:29, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.6489 2020-07-25 21:02:24,989 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 2 days, 10:14:10, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.5573 2020-07-25 21:02:37,531 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 2 days, 10:13:49, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.4606 2020-07-25 21:02:51,709 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 2 days, 10:13:33, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.6434 2020-07-25 21:03:04,994 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 2 days, 10:13:14, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.5929 2020-07-25 21:03:18,251 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 2 days, 10:12:55, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7516, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.5723 2020-07-25 21:03:32,667 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 2 days, 10:12:40, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.4198 2020-07-25 21:03:45,055 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 2 days, 10:12:19, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7242, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.5713 2020-07-25 21:03:59,390 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 2 days, 10:12:03, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1095, loss: 2.1095, grad_norm: 5.5212 2020-07-25 21:04:12,711 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 2 days, 10:11:45, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7461, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.4447 2020-07-25 21:04:25,131 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 2 days, 10:11:23, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.6710 2020-07-25 21:04:39,047 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 2 days, 10:11:07, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7547, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.5603 2020-07-25 21:04:52,151 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 2 days, 10:10:47, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1224, loss: 2.1224, grad_norm: 5.3607 2020-07-25 21:05:05,742 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 2 days, 10:10:30, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.2069 2020-07-25 21:05:19,026 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 2 days, 10:10:11, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.4500 2020-07-25 21:05:32,525 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 2 days, 10:09:53, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.5671 2020-07-25 21:05:44,913 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 2 days, 10:09:31, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.8999 2020-07-25 21:05:59,399 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 2 days, 10:09:17, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.7008 2020-07-25 21:06:11,597 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 2 days, 10:08:54, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.4120 2020-07-25 21:06:25,664 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 2 days, 10:08:38, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.6263 2020-07-25 21:06:38,545 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 2 days, 10:08:18, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.6057 2020-07-25 21:06:52,061 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 2 days, 10:08:00, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1599, loss: 2.1599, grad_norm: 5.7041 2020-07-25 21:07:06,131 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 2 days, 10:07:44, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.5049 2020-07-25 21:07:19,510 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 2 days, 10:07:26, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.5545 2020-07-25 21:07:32,773 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 2 days, 10:07:07, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.4931 2020-07-25 21:07:45,981 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 2 days, 10:06:48, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4695 2020-07-25 21:07:59,339 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 2 days, 10:06:30, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.5818 2020-07-25 21:08:12,740 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 2 days, 10:06:12, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.5545 2020-07-25 21:08:25,780 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 2 days, 10:05:52, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.6289 2020-07-25 21:08:38,345 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 2 days, 10:05:31, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.7325 2020-07-25 21:08:51,769 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 2 days, 10:05:13, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.6829 2020-07-25 21:09:04,321 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 2 days, 10:04:52, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.3765 2020-07-25 21:09:18,773 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 2 days, 10:04:37, time: 0.721, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.2643 2020-07-25 21:09:31,228 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 2 days, 10:04:16, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.4566 2020-07-25 21:09:44,183 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 2 days, 10:03:56, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7539, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.4892 2020-07-25 21:09:57,189 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 2 days, 10:03:36, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2118, loss: 2.2118, grad_norm: 5.6666 2020-07-25 21:10:09,846 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 2 days, 10:03:16, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0794, loss: 2.0794, grad_norm: 5.5016 2020-07-25 21:10:23,499 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 2 days, 10:02:58, time: 0.685, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.3815 2020-07-25 21:10:36,638 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 2 days, 10:02:39, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.5934 2020-07-25 21:10:50,089 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 2 days, 10:02:21, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2412, loss: 2.2412, grad_norm: 5.7690 2020-07-25 21:11:03,601 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 2 days, 10:02:03, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7297, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.4663 2020-07-25 21:11:17,696 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 2 days, 10:01:47, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.4284 2020-07-25 21:11:30,171 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 2 days, 10:01:26, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.8500 2020-07-25 21:11:43,477 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 2 days, 10:01:07, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.5740 2020-07-25 21:11:56,183 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 2 days, 10:00:47, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1327, loss: 2.1327, grad_norm: 5.4952 2020-07-25 21:12:11,261 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 2 days, 10:00:34, time: 0.756, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.5029 2020-07-25 21:12:23,985 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 2 days, 10:00:14, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1411, loss: 2.1411, grad_norm: 5.4584 2020-07-25 21:12:36,705 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 2 days, 9:59:53, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.5341 2020-07-25 21:12:50,927 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 2 days, 9:59:38, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.4527 2020-07-25 21:13:03,801 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 2 days, 9:59:18, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.6895 2020-07-25 21:13:16,184 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 2 days, 9:58:56, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1452, loss: 2.1452, grad_norm: 5.6476 2020-07-25 21:13:29,303 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 2 days, 9:58:37, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.6616 2020-07-25 21:13:43,615 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 2 days, 9:58:22, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.5691 2020-07-25 21:13:57,761 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 2 days, 9:58:06, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.7510 2020-07-25 21:14:10,861 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 2 days, 9:57:47, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.5137 2020-07-25 21:14:23,574 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 2 days, 9:57:26, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1540, loss: 2.1540, grad_norm: 5.6225 2020-07-25 21:14:37,035 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 2 days, 9:57:08, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.6304 2020-07-25 21:14:49,902 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 2 days, 9:56:48, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.2297, loss: 2.2297, grad_norm: 5.6172 2020-07-25 21:15:04,261 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 2 days, 9:56:33, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1548, loss: 2.1548, grad_norm: 5.5067 2020-07-25 21:15:17,486 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 2 days, 9:56:15, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.4977 2020-07-25 21:15:30,931 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 2 days, 9:55:56, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.6496 2020-07-25 21:15:43,393 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 2 days, 9:55:35, time: 0.628, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.7270 2020-07-25 21:15:56,815 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 2 days, 9:55:17, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7367, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.6438 2020-07-25 21:16:09,345 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 2 days, 9:54:56, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.5256 2020-07-25 21:16:23,523 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 2 days, 9:54:40, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.7319 2020-07-25 21:16:36,405 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 2 days, 9:54:21, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.8020 2020-07-25 21:16:49,766 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 2 days, 9:54:02, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2794, loss: 2.2794, grad_norm: 5.7588 2020-07-25 21:17:03,472 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 2 days, 9:53:45, time: 0.690, data_time: 0.012, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.7217 2020-07-25 21:17:15,981 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 2 days, 9:53:24, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.4760 2020-07-25 21:17:29,096 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 2 days, 9:53:05, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.5012 2020-07-25 21:17:42,544 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 2 days, 9:52:47, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.3851 2020-07-25 21:17:55,312 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 2 days, 9:52:27, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.7674 2020-07-25 21:18:10,311 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 2 days, 9:52:13, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.3699 2020-07-25 21:18:23,748 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 2 days, 9:51:56, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.6576 2020-07-25 21:18:37,957 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 2 days, 9:51:40, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.4503 2020-07-25 21:18:51,278 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 2 days, 9:51:22, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.4941 2020-07-25 21:19:05,010 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 2 days, 9:51:04, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7656, loss_cls: 2.1222, loss: 2.1222, grad_norm: 5.5026 2020-07-25 21:19:18,525 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 2 days, 9:50:47, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.4850 2020-07-25 21:19:30,977 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 2 days, 9:50:25, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.5513 2020-07-25 21:19:44,505 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 2 days, 9:50:08, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.5804 2020-07-25 21:19:57,709 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 2 days, 9:49:49, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.5729 2020-07-25 21:20:11,537 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 2 days, 9:49:32, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.3134 2020-07-25 21:20:24,477 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 2 days, 9:49:12, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.5313 2020-07-25 21:20:38,545 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 2 days, 9:48:56, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.7377 2020-07-25 21:20:51,285 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 2 days, 9:48:36, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.5915 2020-07-25 21:21:04,933 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 2 days, 9:48:19, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1691, loss: 2.1691, grad_norm: 5.5840 2020-07-25 21:21:18,619 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 2 days, 9:48:01, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.5685 2020-07-25 21:21:31,831 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 2 days, 9:47:43, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.3893 2020-07-25 21:21:45,221 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 2 days, 9:47:24, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.4553 2020-07-25 21:21:58,806 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 2 days, 9:47:07, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.3847 2020-07-25 21:22:11,375 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 2 days, 9:46:46, time: 0.627, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.5234 2020-07-25 21:22:24,133 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 2 days, 9:46:26, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.6307 2020-07-25 21:22:37,439 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 2 days, 9:46:07, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.6274 2020-07-25 21:22:50,558 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 2 days, 9:45:49, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.6841 2020-07-25 21:23:03,536 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 2 days, 9:45:29, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.5124 2020-07-25 21:23:17,123 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 2 days, 9:45:12, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.3852 2020-07-25 21:23:31,163 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 2 days, 9:44:55, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2351, loss: 2.2351, grad_norm: 5.5625 2020-07-25 21:23:43,904 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 2 days, 9:44:35, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7375, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.6627 2020-07-25 21:23:57,882 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 2 days, 9:44:19, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.4882 2020-07-25 21:24:10,673 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 2 days, 9:43:59, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.2358, loss: 2.2358, grad_norm: 5.6840 2020-07-25 21:24:24,817 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 2 days, 9:43:43, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.1693, loss: 2.1693, grad_norm: 5.6180 2020-07-25 21:24:39,272 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 2 days, 9:43:28, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.4183 2020-07-25 21:24:51,520 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 2 days, 9:43:06, time: 0.609, data_time: 0.004, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.5395 2020-07-25 21:25:04,878 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 2 days, 9:42:48, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.4714 2020-07-25 21:25:18,516 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 2 days, 9:42:31, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.5646 2020-07-25 21:25:31,655 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 2 days, 9:42:12, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.5131 2020-07-25 21:25:44,857 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 2 days, 9:41:53, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.1211, loss: 2.1211, grad_norm: 5.4977 2020-07-25 21:25:58,603 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 2 days, 9:41:36, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.4387 2020-07-25 21:26:11,125 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 2 days, 9:41:15, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.5190 2020-07-25 21:26:25,241 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 2 days, 9:41:00, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.4233 2020-07-25 21:26:37,579 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 2 days, 9:40:38, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.4335 2020-07-25 21:26:51,720 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 2 days, 9:40:22, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1390, loss: 2.1390, grad_norm: 5.3855 2020-07-25 21:27:04,056 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 2 days, 9:40:01, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1581, loss: 2.1581, grad_norm: 5.5027 2020-07-25 21:27:18,645 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 2 days, 9:39:47, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2787, loss: 2.2787, grad_norm: 5.6846 2020-07-25 21:27:31,370 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 2 days, 9:39:26, time: 0.636, data_time: 0.003, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.4661 2020-07-25 21:27:44,606 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 2 days, 9:39:08, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.3448 2020-07-25 21:27:59,066 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 2 days, 9:38:53, time: 0.727, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.5988 2020-07-25 21:28:12,561 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 2 days, 9:38:35, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2316, loss: 2.2316, grad_norm: 5.6790 2020-07-25 21:28:25,900 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 2 days, 9:38:17, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.4413 2020-07-25 21:28:39,016 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 2 days, 9:37:58, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4212 2020-07-25 21:28:53,160 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 2 days, 9:37:42, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.1928, loss: 2.1928, grad_norm: 5.5667 2020-07-25 21:29:05,691 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 2 days, 9:37:21, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.2000, loss: 2.2000, grad_norm: 5.6466 2020-07-25 21:29:18,683 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 2 days, 9:37:02, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.5384 2020-07-25 21:29:31,862 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 2 days, 9:36:43, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.4240 2020-07-25 21:29:46,142 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 2 days, 9:36:28, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.7215 2020-07-25 21:29:58,540 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 2 days, 9:36:07, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.5147 2020-07-25 21:30:11,927 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 2 days, 9:35:49, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.6144 2020-07-25 21:30:24,844 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 2 days, 9:35:29, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0735, loss: 2.0735, grad_norm: 5.4489 2020-07-25 21:30:38,893 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 2 days, 9:35:13, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.7651 2020-07-25 21:30:51,898 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 2 days, 9:34:54, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2449, loss: 2.2449, grad_norm: 5.4849 2020-07-25 21:31:04,508 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 2 days, 9:34:33, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7602, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.4206 2020-07-25 21:31:18,548 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 2 days, 9:34:17, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.6321 2020-07-25 21:31:29,737 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-25 21:31:54,771 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 2 days, 9:33:38, time: 1.154, data_time: 0.560, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.3812 2020-07-25 21:32:06,772 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 2 days, 9:33:16, time: 0.601, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.4795 2020-07-25 21:32:19,186 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 2 days, 9:32:54, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.4470 2020-07-25 21:32:32,133 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 2 days, 9:32:35, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1041, loss: 2.1041, grad_norm: 5.6184 2020-07-25 21:32:45,002 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 2 days, 9:32:15, time: 0.644, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.2059, loss: 2.2059, grad_norm: 5.6324 2020-07-25 21:32:58,601 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 2 days, 9:31:58, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.5911 2020-07-25 21:33:11,645 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 2 days, 9:31:39, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.5970 2020-07-25 21:33:26,536 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 2 days, 9:31:25, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.4956 2020-07-25 21:33:39,395 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 2 days, 9:31:06, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.5678 2020-07-25 21:33:52,842 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 2 days, 9:30:48, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.4498 2020-07-25 21:34:06,444 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 2 days, 9:30:30, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7547, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.4484 2020-07-25 21:34:20,277 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 2 days, 9:30:14, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.4945 2020-07-25 21:34:33,274 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 2 days, 9:29:55, time: 0.650, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.5494 2020-07-25 21:34:46,342 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 2 days, 9:29:35, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7664, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.2911 2020-07-25 21:34:59,428 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 2 days, 9:29:16, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.5648 2020-07-25 21:35:12,375 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 2 days, 9:28:57, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.7272 2020-07-25 21:35:26,019 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 2 days, 9:28:40, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.5257 2020-07-25 21:35:38,697 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 2 days, 9:28:19, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1489, loss: 2.1489, grad_norm: 5.5395 2020-07-25 21:35:51,526 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 2 days, 9:28:00, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.4808 2020-07-25 21:36:04,311 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 2 days, 9:27:40, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.7093 2020-07-25 21:36:18,154 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 2 days, 9:27:23, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.5963 2020-07-25 21:36:30,668 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 2 days, 9:27:02, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.4629 2020-07-25 21:36:43,812 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 2 days, 9:26:43, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.5360 2020-07-25 21:36:57,274 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 2 days, 9:26:26, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.7220 2020-07-25 21:37:10,478 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 2 days, 9:26:07, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.5509 2020-07-25 21:37:23,533 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 2 days, 9:25:48, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.4994 2020-07-25 21:37:37,234 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 2 days, 9:25:31, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.5198 2020-07-25 21:37:50,911 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 2 days, 9:25:14, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.6501 2020-07-25 21:38:03,993 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 2 days, 9:24:55, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.5514 2020-07-25 21:38:17,375 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 2 days, 9:24:37, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7383, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.6706 2020-07-25 21:38:32,229 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 2 days, 9:24:23, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.4960 2020-07-25 21:38:44,894 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 2 days, 9:24:03, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.4961 2020-07-25 21:38:58,578 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 2 days, 9:23:46, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.3854 2020-07-25 21:39:11,761 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 2 days, 9:23:27, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.5598 2020-07-25 21:39:25,702 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 2 days, 9:23:11, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.4654 2020-07-25 21:39:38,327 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 2 days, 9:22:51, time: 0.640, data_time: 0.011, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.3750 2020-07-25 21:39:52,575 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 2 days, 9:22:35, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.5269 2020-07-25 21:40:05,728 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 2 days, 9:22:17, time: 0.662, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.4900 2020-07-25 21:40:18,259 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 2 days, 9:21:56, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.7099 2020-07-25 21:40:31,452 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 2 days, 9:21:37, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.6356 2020-07-25 21:40:45,238 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 2 days, 9:21:21, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7500, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.4652 2020-07-25 21:40:59,276 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 2 days, 9:21:05, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.7368 2020-07-25 21:41:12,982 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 2 days, 9:20:48, time: 0.685, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.5699 2020-07-25 21:41:27,275 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 2 days, 9:20:32, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.4173 2020-07-25 21:41:39,653 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 2 days, 9:20:11, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.6916 2020-07-25 21:41:53,462 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 2 days, 9:19:55, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.5224 2020-07-25 21:42:06,092 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 2 days, 9:19:34, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.4587 2020-07-25 21:42:20,201 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 2 days, 9:19:18, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.5570 2020-07-25 21:42:32,990 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 2 days, 9:18:59, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2146, loss: 2.2146, grad_norm: 5.7290 2020-07-25 21:42:46,855 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 2 days, 9:18:42, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.4865 2020-07-25 21:43:00,428 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 2 days, 9:18:25, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1505, loss: 2.1505, grad_norm: 5.6180 2020-07-25 21:43:13,578 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 2 days, 9:18:06, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.6882 2020-07-25 21:43:26,362 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 2 days, 9:17:46, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.6702 2020-07-25 21:43:40,129 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 2 days, 9:17:29, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.6049 2020-07-25 21:43:53,695 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 2 days, 9:17:12, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.6553 2020-07-25 21:44:07,397 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 2 days, 9:16:55, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1217, loss: 2.1217, grad_norm: 5.6822 2020-07-25 21:44:19,934 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 2 days, 9:16:34, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.6593 2020-07-25 21:44:34,860 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 2 days, 9:16:21, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.5167 2020-07-25 21:44:47,180 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 2 days, 9:16:00, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.5691 2020-07-25 21:45:00,110 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 2 days, 9:15:40, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.6008 2020-07-25 21:45:13,166 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 2 days, 9:15:22, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.7233 2020-07-25 21:45:26,707 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 2 days, 9:15:04, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.6199 2020-07-25 21:45:40,765 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 2 days, 9:14:48, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.8014 2020-07-25 21:45:54,062 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 2 days, 9:14:30, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.6127 2020-07-25 21:46:07,944 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 2 days, 9:14:14, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.7615 2020-07-25 21:46:20,438 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 2 days, 9:13:53, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.6990 2020-07-25 21:46:34,033 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 2 days, 9:13:36, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.6678 2020-07-25 21:46:46,394 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 2 days, 9:13:14, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.5295 2020-07-25 21:47:00,278 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 2 days, 9:12:58, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.5027 2020-07-25 21:47:13,320 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 2 days, 9:12:39, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.5754 2020-07-25 21:47:25,812 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 2 days, 9:12:18, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.4302 2020-07-25 21:47:38,677 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 2 days, 9:11:59, time: 0.641, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.3854 2020-07-25 21:47:54,422 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 2 days, 9:11:48, time: 0.790, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1395, loss: 2.1395, grad_norm: 5.6229 2020-07-25 21:48:06,584 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 2 days, 9:11:26, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.6169 2020-07-25 21:48:19,552 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 2 days, 9:11:07, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.6544 2020-07-25 21:48:33,712 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 2 days, 9:10:51, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.7736 2020-07-25 21:48:47,149 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 2 days, 9:10:34, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2674, loss: 2.2674, grad_norm: 5.7552 2020-07-25 21:49:00,537 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 2 days, 9:10:15, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.5049 2020-07-25 21:49:13,065 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 2 days, 9:09:55, time: 0.632, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7664, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.4291 2020-07-25 21:49:28,101 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 2 days, 9:09:42, time: 0.748, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.6467 2020-07-25 21:49:41,075 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 2 days, 9:09:23, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.1982, loss: 2.1982, grad_norm: 5.6682 2020-07-25 21:49:54,077 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 2 days, 9:09:04, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.7104 2020-07-25 21:50:07,549 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 2 days, 9:08:46, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.5916 2020-07-25 21:50:20,983 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 2 days, 9:08:29, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1677, loss: 2.1677, grad_norm: 5.5544 2020-07-25 21:50:34,596 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 2 days, 9:08:11, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.5285 2020-07-25 21:50:47,514 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 2 days, 9:07:52, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.5515 2020-07-25 21:51:00,721 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 2 days, 9:07:34, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.6004 2020-07-25 21:51:13,602 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 2 days, 9:07:14, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.5373 2020-07-25 21:51:27,182 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 2 days, 9:06:57, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.6677 2020-07-25 21:51:40,313 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 2 days, 9:06:38, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.4628 2020-07-25 21:51:53,134 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 2 days, 9:06:18, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.6257 2020-07-25 21:52:06,793 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 2 days, 9:06:01, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.3577 2020-07-25 21:52:20,451 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 2 days, 9:05:44, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0833, loss: 2.0833, grad_norm: 5.5061 2020-07-25 21:52:34,049 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 2 days, 9:05:27, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.5417 2020-07-25 21:52:46,807 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 2 days, 9:05:07, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.5342 2020-07-25 21:53:00,581 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 2 days, 9:04:51, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.5610 2020-07-25 21:53:13,512 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 2 days, 9:04:31, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.6941 2020-07-25 21:53:27,869 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 2 days, 9:04:16, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.5581 2020-07-25 21:53:40,348 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 2 days, 9:03:56, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.5054 2020-07-25 21:53:54,446 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 2 days, 9:03:40, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.3754 2020-07-25 21:54:07,976 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 2 days, 9:03:22, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.6409 2020-07-25 21:54:21,438 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 2 days, 9:03:05, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.6322 2020-07-25 21:54:34,098 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 2 days, 9:02:45, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.7109 2020-07-25 21:54:48,066 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 2 days, 9:02:29, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.4699 2020-07-25 21:55:01,633 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 2 days, 9:02:11, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.6564 2020-07-25 21:55:14,482 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 2 days, 9:01:52, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.6137 2020-07-25 21:55:28,192 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 2 days, 9:01:35, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1795, loss: 2.1795, grad_norm: 5.7420 2020-07-25 21:55:41,629 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 2 days, 9:01:17, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7555, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.6668 2020-07-25 21:55:55,005 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 2 days, 9:00:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.5338 2020-07-25 21:56:07,544 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 2 days, 9:00:39, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.4716 2020-07-25 21:56:20,560 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 2 days, 9:00:20, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2396, loss: 2.2396, grad_norm: 5.4996 2020-07-25 21:56:33,592 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 2 days, 9:00:01, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.4855 2020-07-25 21:56:48,168 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 2 days, 8:59:47, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.5206 2020-07-25 21:57:01,463 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 2 days, 8:59:29, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.5850 2020-07-25 21:57:14,366 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 2 days, 8:59:09, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1007, loss: 2.1007, grad_norm: 5.5252 2020-07-25 21:57:27,560 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 2 days, 8:58:51, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.6445 2020-07-25 21:57:40,799 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 2 days, 8:58:32, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.4638 2020-07-25 21:57:54,374 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 2 days, 8:58:15, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.5695 2020-07-25 21:58:07,181 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 2 days, 8:57:56, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.4257 2020-07-25 21:58:20,163 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 2 days, 8:57:37, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.6839 2020-07-25 21:58:33,981 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 2 days, 8:57:20, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.5453 2020-07-25 21:58:46,951 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 2 days, 8:57:01, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.6447 2020-07-25 21:59:01,873 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 2 days, 8:56:48, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.6391 2020-07-25 21:59:14,179 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 2 days, 8:56:27, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.7042 2020-07-25 21:59:26,902 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 2 days, 8:56:07, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.6187 2020-07-25 21:59:41,266 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 2 days, 8:55:52, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.5300 2020-07-25 21:59:54,023 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 2 days, 8:55:32, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.4533 2020-07-25 22:00:09,469 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 2 days, 8:55:20, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.5052 2020-07-25 22:00:23,040 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 2 days, 8:55:03, time: 0.687, data_time: 0.014, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.5324 2020-07-25 22:00:36,448 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 2 days, 8:54:45, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.5057 2020-07-25 22:00:49,092 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 2 days, 8:54:25, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.6226 2020-07-25 22:01:01,880 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 2 days, 8:54:06, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.6888 2020-07-25 22:01:15,464 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 2 days, 8:53:49, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.4599 2020-07-25 22:01:30,225 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 2 days, 8:53:35, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.5304 2020-07-25 22:01:43,481 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 2 days, 8:53:17, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.3643 2020-07-25 22:01:56,665 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 2 days, 8:52:58, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.3945 2020-07-25 22:02:09,499 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 2 days, 8:52:39, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2000, loss: 2.2000, grad_norm: 5.5175 2020-07-25 22:02:22,334 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 2 days, 8:52:19, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7688, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.5101 2020-07-25 22:02:36,045 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 2 days, 8:52:02, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.6529 2020-07-25 22:02:49,395 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 2 days, 8:51:45, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.6433 2020-07-25 22:03:02,663 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 2 days, 8:51:26, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.6112 2020-07-25 22:03:15,785 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 2 days, 8:51:08, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.3832 2020-07-25 22:03:28,927 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 2 days, 8:50:49, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.6349 2020-07-25 22:03:41,964 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 2 days, 8:50:30, time: 0.654, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.4487 2020-07-25 22:03:55,028 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 2 days, 8:50:12, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.4679 2020-07-25 22:04:08,071 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 2 days, 8:49:53, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7570, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6570 2020-07-25 22:04:22,564 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 2 days, 8:49:38, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2014, loss: 2.2014, grad_norm: 5.6496 2020-07-25 22:04:36,386 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 2 days, 8:49:22, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.6299 2020-07-25 22:04:49,318 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 2 days, 8:49:02, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.5373 2020-07-25 22:05:02,625 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 2 days, 8:48:45, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0782, loss: 2.0782, grad_norm: 5.5040 2020-07-25 22:05:17,705 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 2 days, 8:48:32, time: 0.754, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.6191 2020-07-25 22:05:30,951 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 2 days, 8:48:14, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.6417 2020-07-25 22:05:44,392 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 2 days, 8:47:56, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.4731 2020-07-25 22:05:57,172 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 2 days, 8:47:36, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.5622 2020-07-25 22:06:11,103 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 2 days, 8:47:20, time: 0.699, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2201, loss: 2.2201, grad_norm: 5.7398 2020-07-25 22:06:24,155 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 2 days, 8:47:02, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.5703 2020-07-25 22:06:37,253 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 2 days, 8:46:43, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.6360 2020-07-25 22:06:50,457 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 2 days, 8:46:25, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2370, loss: 2.2370, grad_norm: 5.7863 2020-07-25 22:07:04,309 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 2 days, 8:46:08, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.4758 2020-07-25 22:07:17,700 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 2 days, 8:45:50, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.4796 2020-07-25 22:07:31,819 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 2 days, 8:45:35, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.5580 2020-07-25 22:07:44,092 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 2 days, 8:45:14, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.5137 2020-07-25 22:07:58,218 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 2 days, 8:44:58, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.6578 2020-07-25 22:08:12,014 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 2 days, 8:44:42, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.7000 2020-07-25 22:08:24,857 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 2 days, 8:44:22, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7195, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.5442 2020-07-25 22:08:38,536 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 2 days, 8:44:05, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.5802 2020-07-25 22:08:52,563 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 2 days, 8:43:50, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.6567 2020-07-25 22:09:04,862 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 2 days, 8:43:29, time: 0.613, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.5477 2020-07-25 22:09:18,256 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 2 days, 8:43:11, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.4398 2020-07-25 22:09:33,544 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 2 days, 8:42:59, time: 0.763, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.3591 2020-07-25 22:09:45,810 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 2 days, 8:42:38, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.1431, loss: 2.1431, grad_norm: 5.5634 2020-07-25 22:09:58,509 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 2 days, 8:42:18, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.6448 2020-07-25 22:10:11,574 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 2 days, 8:41:59, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.5734 2020-07-25 22:10:25,500 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 2 days, 8:41:43, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1551, loss: 2.1551, grad_norm: 5.6667 2020-07-25 22:10:38,173 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 2 days, 8:41:23, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.1947, loss: 2.1947, grad_norm: 5.6754 2020-07-25 22:10:51,469 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 2 days, 8:41:05, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.5702 2020-07-25 22:11:05,209 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 2 days, 8:40:49, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4795 2020-07-25 22:11:18,567 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 2 days, 8:40:31, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.5089 2020-07-25 22:11:31,361 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 2 days, 8:40:11, time: 0.643, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.5332 2020-07-25 22:11:45,788 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 2 days, 8:39:56, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.4505 2020-07-25 22:11:58,155 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 2 days, 8:39:36, time: 0.623, data_time: 0.012, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.1973, loss: 2.1973, grad_norm: 5.6255 2020-07-25 22:12:12,067 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 2 days, 8:39:19, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.4160 2020-07-25 22:12:25,529 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 2 days, 8:39:02, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.1975, loss: 2.1975, grad_norm: 5.5902 2020-07-25 22:12:38,006 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 2 days, 8:38:41, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.3576 2020-07-25 22:12:51,192 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 2 days, 8:38:23, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.6633 2020-07-25 22:13:05,542 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 2 days, 8:38:08, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1891, loss: 2.1891, grad_norm: 5.6603 2020-07-25 22:13:19,170 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 2 days, 8:37:52, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.6235 2020-07-25 22:13:31,195 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-25 22:13:56,806 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 2 days, 8:37:19, time: 1.249, data_time: 0.641, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.4156 2020-07-25 22:14:09,350 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 2 days, 8:36:59, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4361 2020-07-25 22:14:22,018 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 2 days, 8:36:39, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.3569 2020-07-25 22:14:35,310 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 2 days, 8:36:21, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.2951 2020-07-25 22:14:47,745 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 2 days, 8:36:01, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.4988 2020-07-25 22:15:01,344 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 2 days, 8:35:44, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.4629 2020-07-25 22:15:14,814 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 2 days, 8:35:26, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.4981 2020-07-25 22:15:27,394 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 2 days, 8:35:06, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.4826 2020-07-25 22:15:40,333 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 2 days, 8:34:47, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.4582 2020-07-25 22:15:53,323 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 2 days, 8:34:28, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.5881 2020-07-25 22:16:07,571 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 2 days, 8:34:13, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.5229 2020-07-25 22:16:19,983 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 2 days, 8:33:52, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.4512 2020-07-25 22:16:34,056 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 2 days, 8:33:37, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.6802 2020-07-25 22:16:47,317 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 2 days, 8:33:19, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.5739 2020-07-25 22:17:01,111 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 2 days, 8:33:02, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7820, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.4426 2020-07-25 22:17:14,350 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 2 days, 8:32:44, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.6064 2020-07-25 22:17:27,048 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 2 days, 8:32:24, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.5596 2020-07-25 22:17:40,602 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 2 days, 8:32:07, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.5150 2020-07-25 22:17:53,457 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 2 days, 8:31:48, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.4614 2020-07-25 22:18:07,144 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 2 days, 8:31:31, time: 0.688, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.4143 2020-07-25 22:18:19,868 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 2 days, 8:31:11, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5619 2020-07-25 22:18:34,051 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 2 days, 8:30:56, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.6277 2020-07-25 22:18:47,254 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 2 days, 8:30:38, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.4919 2020-07-25 22:18:59,744 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 2 days, 8:30:18, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.5690 2020-07-25 22:19:13,244 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 2 days, 8:30:00, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.5976 2020-07-25 22:19:26,610 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 2 days, 8:29:43, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.5889 2020-07-25 22:19:40,499 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 2 days, 8:29:26, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.7068 2020-07-25 22:19:54,003 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 2 days, 8:29:09, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7453, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.5937 2020-07-25 22:20:06,719 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 2 days, 8:28:49, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.2022, loss: 2.2022, grad_norm: 5.6799 2020-07-25 22:20:19,868 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 2 days, 8:28:31, time: 0.655, data_time: 0.001, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.4433 2020-07-25 22:20:33,075 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 2 days, 8:28:13, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.5809 2020-07-25 22:20:46,699 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 2 days, 8:27:56, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.2003, loss: 2.2003, grad_norm: 5.5411 2020-07-25 22:20:59,376 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 2 days, 8:27:36, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.4789 2020-07-25 22:21:13,469 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 2 days, 8:27:20, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.4364 2020-07-25 22:21:26,997 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 2 days, 8:27:03, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.5003 2020-07-25 22:21:40,481 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 2 days, 8:26:46, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7922, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.3790 2020-07-25 22:21:54,243 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 2 days, 8:26:29, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.5376 2020-07-25 22:22:07,186 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 2 days, 8:26:10, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.4493 2020-07-25 22:22:21,292 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 2 days, 8:25:55, time: 0.705, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1811, loss: 2.1811, grad_norm: 5.4670 2020-07-25 22:22:34,372 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 2 days, 8:25:36, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.3716 2020-07-25 22:22:47,840 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 2 days, 8:25:19, time: 0.674, data_time: 0.003, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.6093 2020-07-25 22:23:01,148 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 2 days, 8:25:01, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.4646 2020-07-25 22:23:14,552 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 2 days, 8:24:44, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.4480 2020-07-25 22:23:28,921 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 2 days, 8:24:29, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.4356 2020-07-25 22:23:41,478 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 2 days, 8:24:09, time: 0.628, data_time: 0.003, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.6052 2020-07-25 22:23:54,393 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 2 days, 8:23:50, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0292, loss: 2.0292, grad_norm: 5.4096 2020-07-25 22:24:07,610 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 2 days, 8:23:32, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.7022 2020-07-25 22:24:21,995 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 2 days, 8:23:17, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.5484 2020-07-25 22:24:35,259 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 2 days, 8:22:59, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.5887 2020-07-25 22:24:49,036 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 2 days, 8:22:42, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.5006 2020-07-25 22:25:02,801 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 2 days, 8:22:26, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.5528 2020-07-25 22:25:16,040 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 2 days, 8:22:08, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.6256 2020-07-25 22:25:28,932 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 2 days, 8:21:49, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.5707 2020-07-25 22:25:43,312 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 2 days, 8:21:34, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.5209 2020-07-25 22:25:57,503 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 2 days, 8:21:19, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.5812 2020-07-25 22:26:10,987 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 2 days, 8:21:02, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.4898 2020-07-25 22:26:23,593 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 2 days, 8:20:41, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.7328 2020-07-25 22:26:37,181 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 2 days, 8:20:25, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.5999 2020-07-25 22:26:50,626 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 2 days, 8:20:07, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.4478 2020-07-25 22:27:03,760 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 2 days, 8:19:49, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.1099, loss: 2.1099, grad_norm: 5.5978 2020-07-25 22:27:18,127 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 2 days, 8:19:34, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.7833 2020-07-25 22:27:30,507 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 2 days, 8:19:14, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.5883 2020-07-25 22:27:45,258 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 2 days, 8:19:00, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.5736 2020-07-25 22:27:58,772 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 2 days, 8:18:43, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.4577 2020-07-25 22:28:12,187 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 2 days, 8:18:25, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.5949 2020-07-25 22:28:25,621 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 2 days, 8:18:08, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.5530 2020-07-25 22:28:39,520 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 2 days, 8:17:52, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.3372 2020-07-25 22:28:52,959 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 2 days, 8:17:34, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.7555 2020-07-25 22:29:06,410 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 2 days, 8:17:17, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.6656 2020-07-25 22:29:19,291 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 2 days, 8:16:58, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.6529 2020-07-25 22:29:33,840 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 2 days, 8:16:43, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.6871 2020-07-25 22:29:46,899 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 2 days, 8:16:25, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.6322 2020-07-25 22:29:59,916 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 2 days, 8:16:06, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.5037 2020-07-25 22:30:13,265 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 2 days, 8:15:49, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7414, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.5161 2020-07-25 22:30:26,137 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 2 days, 8:15:29, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.5368 2020-07-25 22:30:39,018 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 2 days, 8:15:10, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.6781 2020-07-25 22:30:52,020 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 2 days, 8:14:52, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.4819 2020-07-25 22:31:05,349 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 2 days, 8:14:34, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.6026 2020-07-25 22:31:19,207 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 2 days, 8:14:18, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.6498 2020-07-25 22:31:33,463 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 2 days, 8:14:03, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.5368 2020-07-25 22:31:46,390 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 2 days, 8:13:44, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.2042, loss: 2.2042, grad_norm: 5.5657 2020-07-25 22:31:59,819 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 2 days, 8:13:26, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0761, loss: 2.0761, grad_norm: 5.5106 2020-07-25 22:32:13,638 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 2 days, 8:13:10, time: 0.689, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.5987 2020-07-25 22:32:27,285 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 2 days, 8:12:53, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.6560 2020-07-25 22:32:40,787 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 2 days, 8:12:36, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7359, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.7546 2020-07-25 22:32:53,976 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 2 days, 8:12:18, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7227, loss_cls: 2.1977, loss: 2.1977, grad_norm: 5.5829 2020-07-25 22:33:06,946 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 2 days, 8:11:59, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.3363 2020-07-25 22:33:20,862 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 2 days, 8:11:43, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7734, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.4470 2020-07-25 22:33:34,156 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 2 days, 8:11:25, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.8404 2020-07-25 22:33:47,736 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 2 days, 8:11:08, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.5769 2020-07-25 22:34:01,964 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 2 days, 8:10:53, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.5603 2020-07-25 22:34:14,662 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 2 days, 8:10:34, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.4526 2020-07-25 22:34:28,766 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 2 days, 8:10:18, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.6744 2020-07-25 22:34:41,266 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 2 days, 8:09:58, time: 0.629, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.7243 2020-07-25 22:34:54,264 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 2 days, 8:09:39, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.5514 2020-07-25 22:35:08,076 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 2 days, 8:09:23, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7773, loss_cls: 2.0140, loss: 2.0140, grad_norm: 5.6382 2020-07-25 22:35:21,108 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 2 days, 8:09:04, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.6455 2020-07-25 22:35:34,344 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 2 days, 8:08:46, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.4952 2020-07-25 22:35:48,778 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 2 days, 8:08:32, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.7048 2020-07-25 22:36:01,672 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 2 days, 8:08:13, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.6975 2020-07-25 22:36:15,013 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 2 days, 8:07:55, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.6922 2020-07-25 22:36:27,929 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 2 days, 8:07:36, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.6095 2020-07-25 22:36:41,743 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 2 days, 8:07:20, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.4261 2020-07-25 22:36:55,448 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 2 days, 8:07:04, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7453, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.5729 2020-07-25 22:37:09,281 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 2 days, 8:06:47, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1566, loss: 2.1566, grad_norm: 5.6149 2020-07-25 22:37:22,421 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 2 days, 8:06:29, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.6137 2020-07-25 22:37:35,353 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 2 days, 8:06:10, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.6614 2020-07-25 22:37:49,311 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 2 days, 8:05:54, time: 0.702, data_time: 0.009, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 2.0338, loss: 2.0338, grad_norm: 5.6104 2020-07-25 22:38:02,137 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 2 days, 8:05:35, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.5376 2020-07-25 22:38:15,495 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 2 days, 8:05:18, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0954, loss: 2.0954, grad_norm: 5.8354 2020-07-25 22:38:29,481 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 2 days, 8:05:02, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.6258 2020-07-25 22:38:41,845 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 2 days, 8:04:41, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.0856, loss: 2.0856, grad_norm: 5.6780 2020-07-25 22:38:54,917 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 2 days, 8:04:23, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.5344 2020-07-25 22:39:08,761 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 2 days, 8:04:07, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.5106 2020-07-25 22:39:21,701 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 2 days, 8:03:48, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.6678 2020-07-25 22:39:34,670 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 2 days, 8:03:29, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.4839 2020-07-25 22:39:48,089 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 2 days, 8:03:12, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.5556 2020-07-25 22:40:02,083 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 2 days, 8:02:56, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.3907 2020-07-25 22:40:16,592 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 2 days, 8:02:42, time: 0.722, data_time: 0.004, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.6889 2020-07-25 22:40:29,653 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 2 days, 8:02:23, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0293, loss: 2.0293, grad_norm: 5.6060 2020-07-25 22:40:43,272 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 2 days, 8:02:06, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.6429 2020-07-25 22:40:55,678 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 2 days, 8:01:46, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.5604 2020-07-25 22:41:08,972 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 2 days, 8:01:28, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.4453 2020-07-25 22:41:22,159 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 2 days, 8:01:10, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.6809 2020-07-25 22:41:35,072 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 2 days, 8:00:51, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.7298 2020-07-25 22:41:49,227 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 2 days, 8:00:36, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.6936 2020-07-25 22:42:02,880 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 2 days, 8:00:19, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.1682, loss: 2.1682, grad_norm: 5.5100 2020-07-25 22:42:15,393 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 2 days, 7:59:59, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.5470 2020-07-25 22:42:29,188 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 2 days, 7:59:43, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.5976 2020-07-25 22:42:44,304 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 2 days, 7:59:31, time: 0.756, data_time: 0.002, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.7693 2020-07-25 22:42:57,700 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 2 days, 7:59:13, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.7743 2020-07-25 22:43:10,485 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 2 days, 7:58:54, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.6114 2020-07-25 22:43:24,851 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 2 days, 7:58:39, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7336, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.3906 2020-07-25 22:43:37,335 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 2 days, 7:58:19, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.4106 2020-07-25 22:43:50,630 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 2 days, 7:58:01, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.4720 2020-07-25 22:44:03,068 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 2 days, 7:57:41, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.6328 2020-07-25 22:44:17,945 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 2 days, 7:57:28, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4741 2020-07-25 22:44:30,512 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 2 days, 7:57:08, time: 0.633, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.5834 2020-07-25 22:44:43,847 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 2 days, 7:56:50, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.5500 2020-07-25 22:44:57,208 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 2 days, 7:56:33, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1894, loss: 2.1894, grad_norm: 5.6628 2020-07-25 22:45:10,637 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 2 days, 7:56:16, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.5413 2020-07-25 22:45:23,194 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 2 days, 7:55:56, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2199, loss: 2.2199, grad_norm: 5.7182 2020-07-25 22:45:36,315 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 2 days, 7:55:37, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.4904 2020-07-25 22:45:49,316 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 2 days, 7:55:19, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.4434 2020-07-25 22:46:03,058 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 2 days, 7:55:02, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.4267 2020-07-25 22:46:16,963 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 2 days, 7:54:47, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.6395 2020-07-25 22:46:30,346 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 2 days, 7:54:29, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.5098 2020-07-25 22:46:44,160 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 2 days, 7:54:13, time: 0.695, data_time: 0.011, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.5720 2020-07-25 22:46:56,949 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 2 days, 7:53:54, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.7335 2020-07-25 22:47:11,191 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 2 days, 7:53:39, time: 0.715, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.7395 2020-07-25 22:47:23,928 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 2 days, 7:53:19, time: 0.635, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.4989 2020-07-25 22:47:37,233 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 2 days, 7:53:02, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2148, loss: 2.2148, grad_norm: 5.6421 2020-07-25 22:47:50,431 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 2 days, 7:52:44, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.4440 2020-07-25 22:48:03,526 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 2 days, 7:52:25, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7664, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.5561 2020-07-25 22:48:16,492 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 2 days, 7:52:07, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.6966 2020-07-25 22:48:29,696 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 2 days, 7:51:49, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.6184 2020-07-25 22:48:43,669 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 2 days, 7:51:33, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.4442 2020-07-25 22:48:57,360 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 2 days, 7:51:16, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0903, loss: 2.0903, grad_norm: 5.4807 2020-07-25 22:49:09,919 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 2 days, 7:50:57, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7492, loss_cls: 2.1550, loss: 2.1550, grad_norm: 5.7164 2020-07-25 22:49:23,489 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 2 days, 7:50:40, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.7159 2020-07-25 22:49:36,342 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 2 days, 7:50:21, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1931, loss: 2.1931, grad_norm: 5.5403 2020-07-25 22:49:49,396 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 2 days, 7:50:02, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.6503 2020-07-25 22:50:02,789 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 2 days, 7:49:45, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.7063 2020-07-25 22:50:16,206 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 2 days, 7:49:28, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.4905 2020-07-25 22:50:29,225 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 2 days, 7:49:09, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.5005 2020-07-25 22:50:42,696 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 2 days, 7:48:52, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1726, loss: 2.1726, grad_norm: 5.6152 2020-07-25 22:50:56,709 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 2 days, 7:48:36, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.5034 2020-07-25 22:51:09,815 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 2 days, 7:48:18, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.7106 2020-07-25 22:51:22,778 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 2 days, 7:48:00, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.4923 2020-07-25 22:51:36,011 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 2 days, 7:47:42, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.4292 2020-07-25 22:51:49,878 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 2 days, 7:47:25, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7672, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.5881 2020-07-25 22:52:04,123 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 2 days, 7:47:11, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0804, loss: 2.0804, grad_norm: 5.4677 2020-07-25 22:52:16,765 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 2 days, 7:46:51, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.6309 2020-07-25 22:52:30,025 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 2 days, 7:46:33, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.4799 2020-07-25 22:52:43,333 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 2 days, 7:46:16, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.6010 2020-07-25 22:52:57,299 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 2 days, 7:46:00, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.4472 2020-07-25 22:53:11,810 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 2 days, 7:45:46, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.7250 2020-07-25 22:53:25,059 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 2 days, 7:45:28, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.6704 2020-07-25 22:53:37,567 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 2 days, 7:45:08, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1447, loss: 2.1447, grad_norm: 5.6684 2020-07-25 22:53:50,381 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 2 days, 7:44:49, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.6907 2020-07-25 22:54:04,838 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 2 days, 7:44:35, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.1867, loss: 2.1867, grad_norm: 5.6000 2020-07-25 22:54:18,732 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 2 days, 7:44:19, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.6908 2020-07-25 22:54:31,148 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 2 days, 7:43:58, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.6369 2020-07-25 22:54:44,045 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 2 days, 7:43:40, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.4977 2020-07-25 22:54:57,694 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 2 days, 7:43:23, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.4029 2020-07-25 22:55:10,357 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 2 days, 7:43:04, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7703, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.6716 2020-07-25 22:55:23,938 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 2 days, 7:42:47, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.5810 2020-07-25 22:55:35,185 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-25 22:55:56,935 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 2 days, 7:42:02, time: 1.010, data_time: 0.392, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.7577 2020-07-25 22:56:09,005 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 2 days, 7:41:41, time: 0.606, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.7066 2020-07-25 22:56:21,465 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 2 days, 7:41:20, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.6342 2020-07-25 22:56:34,538 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 2 days, 7:41:02, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.5707 2020-07-25 22:56:47,963 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 2 days, 7:40:45, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.0821, loss: 2.0821, grad_norm: 5.5494 2020-07-25 22:57:00,960 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 2 days, 7:40:27, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7336, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.4888 2020-07-25 22:57:14,215 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 2 days, 7:40:09, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.6296 2020-07-25 22:57:27,372 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 2 days, 7:39:51, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.6034 2020-07-25 22:57:40,295 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 2 days, 7:39:32, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.5234 2020-07-25 22:57:52,996 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 2 days, 7:39:13, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.7338 2020-07-25 22:58:07,923 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 2 days, 7:39:00, time: 0.748, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.5752 2020-07-25 22:58:20,659 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 2 days, 7:38:40, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.5057 2020-07-25 22:58:34,854 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 2 days, 7:38:26, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.4039 2020-07-25 22:58:48,385 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 2 days, 7:38:08, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.6265 2020-07-25 22:59:01,717 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 2 days, 7:37:51, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.4180 2020-07-25 22:59:15,260 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 2 days, 7:37:34, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.5786 2020-07-25 22:59:28,575 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 2 days, 7:37:17, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.5511 2020-07-25 22:59:42,884 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 2 days, 7:37:02, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.4882 2020-07-25 22:59:55,387 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 2 days, 7:36:42, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7500, loss_cls: 2.1142, loss: 2.1142, grad_norm: 5.6994 2020-07-25 23:00:10,461 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 2 days, 7:36:29, time: 0.746, data_time: 0.011, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.5381 2020-07-25 23:00:25,118 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 2 days, 7:36:16, time: 0.741, data_time: 0.017, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.6033 2020-07-25 23:00:37,879 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 2 days, 7:35:56, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2012, loss: 2.2012, grad_norm: 5.7120 2020-07-25 23:00:50,805 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 2 days, 7:35:38, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.6165 2020-07-25 23:01:03,677 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 2 days, 7:35:19, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.5101 2020-07-25 23:01:17,126 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 2 days, 7:35:02, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.4727 2020-07-25 23:01:30,755 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 2 days, 7:34:45, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.5561 2020-07-25 23:01:43,213 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 2 days, 7:34:25, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.3858 2020-07-25 23:01:57,360 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 2 days, 7:34:10, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.4416 2020-07-25 23:02:11,869 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 2 days, 7:33:56, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0643, loss: 2.0643, grad_norm: 5.5125 2020-07-25 23:02:24,977 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 2 days, 7:33:38, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.4818 2020-07-25 23:02:38,402 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 2 days, 7:33:21, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2239, loss: 2.2239, grad_norm: 5.6768 2020-07-25 23:02:50,783 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 2 days, 7:33:00, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.4667 2020-07-25 23:03:04,428 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 2 days, 7:32:44, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7430, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.6450 2020-07-25 23:03:17,035 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 2 days, 7:32:24, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.5394 2020-07-25 23:03:31,675 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 2 days, 7:32:10, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.5433 2020-07-25 23:03:44,279 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 2 days, 7:31:51, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.6786 2020-07-25 23:03:58,869 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 2 days, 7:31:37, time: 0.732, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.8879 2020-07-25 23:04:11,462 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 2 days, 7:31:17, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.5188 2020-07-25 23:04:24,138 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 2 days, 7:30:58, time: 0.637, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.5340 2020-07-25 23:04:37,786 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 2 days, 7:30:41, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.5782 2020-07-25 23:04:51,293 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 2 days, 7:30:25, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.5448 2020-07-25 23:05:04,404 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 2 days, 7:30:06, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.3707 2020-07-25 23:05:19,168 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 2 days, 7:29:53, time: 0.738, data_time: 0.002, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.5328 2020-07-25 23:05:31,772 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 2 days, 7:29:33, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.7226 2020-07-25 23:05:45,550 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 2 days, 7:29:17, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.4293 2020-07-25 23:05:59,367 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 2 days, 7:29:01, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7656, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.5749 2020-07-25 23:06:11,944 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 2 days, 7:28:42, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.6831 2020-07-25 23:06:27,328 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 2 days, 7:28:30, time: 0.765, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.5485 2020-07-25 23:06:39,955 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 2 days, 7:28:10, time: 0.636, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.5689 2020-07-25 23:06:53,024 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 2 days, 7:27:52, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.4293 2020-07-25 23:07:06,992 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 2 days, 7:27:37, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1803, loss: 2.1803, grad_norm: 5.6682 2020-07-25 23:07:20,343 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 2 days, 7:27:19, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.6927 2020-07-25 23:07:33,136 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 2 days, 7:27:00, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.5781 2020-07-25 23:07:46,375 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 2 days, 7:26:42, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.8181 2020-07-25 23:08:00,007 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 2 days, 7:26:26, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.6072 2020-07-25 23:08:13,942 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 2 days, 7:26:10, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.5718 2020-07-25 23:08:27,436 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 2 days, 7:25:53, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.5773 2020-07-25 23:08:39,798 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 2 days, 7:25:33, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.4617 2020-07-25 23:08:53,626 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 2 days, 7:25:17, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.5360 2020-07-25 23:09:07,272 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 2 days, 7:25:00, time: 0.679, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.5918 2020-07-25 23:09:21,722 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 2 days, 7:24:46, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.6673 2020-07-25 23:09:35,423 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 2 days, 7:24:29, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7609, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.6025 2020-07-25 23:09:47,798 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 2 days, 7:24:10, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.7759 2020-07-25 23:10:02,116 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 2 days, 7:23:55, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7539, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.4382 2020-07-25 23:10:14,982 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 2 days, 7:23:36, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.5953 2020-07-25 23:10:27,953 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 2 days, 7:23:18, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.4394 2020-07-25 23:10:41,615 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 2 days, 7:23:01, time: 0.684, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.4347 2020-07-25 23:10:55,499 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 2 days, 7:22:45, time: 0.692, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.6677 2020-07-25 23:11:08,563 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 2 days, 7:22:27, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.5163 2020-07-25 23:11:21,306 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 2 days, 7:22:08, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2431, loss: 2.2431, grad_norm: 5.7571 2020-07-25 23:11:35,215 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 2 days, 7:21:52, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.5439 2020-07-25 23:11:48,772 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 2 days, 7:21:35, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.5349 2020-07-25 23:12:02,144 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 2 days, 7:21:18, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.6114 2020-07-25 23:12:17,141 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 2 days, 7:21:05, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.6079 2020-07-25 23:12:29,369 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 2 days, 7:20:45, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.2129, loss: 2.2129, grad_norm: 5.6906 2020-07-25 23:12:42,766 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 2 days, 7:20:27, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.5291 2020-07-25 23:12:56,043 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 2 days, 7:20:10, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7828, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.6561 2020-07-25 23:13:09,318 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 2 days, 7:19:52, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.7965 2020-07-25 23:13:21,764 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 2 days, 7:19:33, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.6834 2020-07-25 23:13:36,670 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 2 days, 7:19:19, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.1097, loss: 2.1097, grad_norm: 5.5541 2020-07-25 23:13:49,725 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 2 days, 7:19:01, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7633, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.8623 2020-07-25 23:14:02,904 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 2 days, 7:18:43, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0300, loss: 2.0300, grad_norm: 5.5909 2020-07-25 23:14:15,454 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 2 days, 7:18:24, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.6501 2020-07-25 23:14:29,361 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 2 days, 7:18:08, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.6165 2020-07-25 23:14:42,027 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 2 days, 7:17:49, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.4598 2020-07-25 23:14:54,955 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 2 days, 7:17:30, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.5759 2020-07-25 23:15:08,082 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 2 days, 7:17:12, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1215, loss: 2.1215, grad_norm: 5.4989 2020-07-25 23:15:21,494 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 2 days, 7:16:55, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.4598 2020-07-25 23:15:34,925 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 2 days, 7:16:38, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.5233 2020-07-25 23:15:48,428 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 2 days, 7:16:21, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.4729 2020-07-25 23:16:01,682 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 2 days, 7:16:04, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.4545 2020-07-25 23:16:15,072 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 2 days, 7:15:46, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1847, loss: 2.1847, grad_norm: 5.6216 2020-07-25 23:16:27,976 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 2 days, 7:15:28, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1263, loss: 2.1263, grad_norm: 5.5828 2020-07-25 23:16:40,727 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 2 days, 7:15:09, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.3771 2020-07-25 23:16:54,753 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 2 days, 7:14:53, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9523, loss: 1.9523, grad_norm: 5.3661 2020-07-25 23:17:07,271 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 2 days, 7:14:33, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9617, loss: 1.9617, grad_norm: 5.4925 2020-07-25 23:17:20,507 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 2 days, 7:14:16, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.5965 2020-07-25 23:17:33,734 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 2 days, 7:13:58, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.5006 2020-07-25 23:17:47,207 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 2 days, 7:13:41, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1381, loss: 2.1381, grad_norm: 5.5666 2020-07-25 23:17:59,782 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 2 days, 7:13:22, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.5750 2020-07-25 23:18:14,310 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 2 days, 7:13:08, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.5963 2020-07-25 23:18:27,385 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 2 days, 7:12:50, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.6078 2020-07-25 23:18:39,787 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 2 days, 7:12:30, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.2518, loss: 2.2518, grad_norm: 5.7521 2020-07-25 23:18:52,989 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 2 days, 7:12:12, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2222, loss: 2.2222, grad_norm: 5.5869 2020-07-25 23:19:05,865 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 2 days, 7:11:53, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.3952 2020-07-25 23:19:19,620 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 2 days, 7:11:37, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.7242 2020-07-25 23:19:33,798 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 2 days, 7:11:22, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.7422 2020-07-25 23:19:47,733 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 2 days, 7:11:06, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.6186 2020-07-25 23:20:00,215 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 2 days, 7:10:47, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1045, loss: 2.1045, grad_norm: 5.5687 2020-07-25 23:20:12,896 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 2 days, 7:10:27, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.6115 2020-07-25 23:20:26,137 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 2 days, 7:10:10, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.6276 2020-07-25 23:20:39,757 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 2 days, 7:09:53, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.5125 2020-07-25 23:20:54,272 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 2 days, 7:09:39, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.4130 2020-07-25 23:21:06,958 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 2 days, 7:09:20, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.4292 2020-07-25 23:21:20,325 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 2 days, 7:09:03, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.6401 2020-07-25 23:21:32,997 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 2 days, 7:08:44, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.5356 2020-07-25 23:21:46,139 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 2 days, 7:08:26, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.6055 2020-07-25 23:21:59,525 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 2 days, 7:08:09, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.6240 2020-07-25 23:22:12,138 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 2 days, 7:07:49, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1608, loss: 2.1608, grad_norm: 5.5204 2020-07-25 23:22:26,594 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 2 days, 7:07:35, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.4784 2020-07-25 23:22:39,822 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 2 days, 7:07:17, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.5694 2020-07-25 23:22:53,457 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 2 days, 7:07:01, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.7088 2020-07-25 23:23:06,156 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 2 days, 7:06:42, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.4880 2020-07-25 23:23:19,712 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 2 days, 7:06:25, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7742, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5292 2020-07-25 23:23:33,808 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 2 days, 7:06:10, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.4941 2020-07-25 23:23:46,439 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 2 days, 7:05:50, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.5165 2020-07-25 23:23:59,512 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 2 days, 7:05:33, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1063, loss: 2.1063, grad_norm: 5.3906 2020-07-25 23:24:12,475 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 2 days, 7:05:14, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.7457 2020-07-25 23:24:26,333 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 2 days, 7:04:58, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.7458 2020-07-25 23:24:39,142 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 2 days, 7:04:39, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.7928 2020-07-25 23:24:51,604 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 2 days, 7:04:20, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7633, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.5681 2020-07-25 23:25:05,279 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 2 days, 7:04:03, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.6847 2020-07-25 23:25:18,737 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 2 days, 7:03:47, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.6305 2020-07-25 23:25:33,119 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 2 days, 7:03:32, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.5393 2020-07-25 23:25:45,985 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 2 days, 7:03:13, time: 0.646, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0078, loss: 2.0078, grad_norm: 5.4733 2020-07-25 23:25:59,209 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 2 days, 7:02:56, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.7098 2020-07-25 23:26:12,031 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 2 days, 7:02:37, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.4536 2020-07-25 23:26:24,367 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 2 days, 7:02:17, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7734, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.4566 2020-07-25 23:26:38,786 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 2 days, 7:02:03, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.5110 2020-07-25 23:26:51,781 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 2 days, 7:01:44, time: 0.647, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.4783 2020-07-25 23:27:05,116 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 2 days, 7:01:27, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.1808, loss: 2.1808, grad_norm: 5.7633 2020-07-25 23:27:17,473 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 2 days, 7:01:07, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.7766 2020-07-25 23:27:31,483 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 2 days, 7:00:52, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.6400 2020-07-25 23:27:44,258 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 2 days, 7:00:33, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.5674 2020-07-25 23:27:57,354 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 2 days, 7:00:15, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1050, loss: 2.1050, grad_norm: 5.4288 2020-07-25 23:28:09,849 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 2 days, 6:59:55, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.4463 2020-07-25 23:28:23,458 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 2 days, 6:59:39, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1472, loss: 2.1472, grad_norm: 5.4966 2020-07-25 23:28:36,113 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 2 days, 6:59:20, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.2106, loss: 2.2106, grad_norm: 5.6850 2020-07-25 23:28:49,346 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 2 days, 6:59:02, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.5622 2020-07-25 23:29:02,348 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 2 days, 6:58:44, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7648, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.6599 2020-07-25 23:29:14,752 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 2 days, 6:58:24, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.5367 2020-07-25 23:29:28,031 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 2 days, 6:58:07, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.5987 2020-07-25 23:29:42,003 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 2 days, 6:57:51, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.7021 2020-07-25 23:29:55,960 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 2 days, 6:57:35, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7461, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.6816 2020-07-25 23:30:08,059 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 2 days, 6:57:15, time: 0.609, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6924 2020-07-25 23:30:21,503 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 2 days, 6:56:58, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.5804 2020-07-25 23:30:34,028 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 2 days, 6:56:38, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.6567 2020-07-25 23:30:49,111 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 2 days, 6:56:26, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.5327 2020-07-25 23:31:01,567 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 2 days, 6:56:06, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7562, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.6488 2020-07-25 23:31:15,306 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 2 days, 6:55:50, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.4975 2020-07-25 23:31:27,739 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 2 days, 6:55:30, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.6580 2020-07-25 23:31:41,389 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 2 days, 6:55:14, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.6020 2020-07-25 23:31:53,652 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 2 days, 6:54:54, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1687, loss: 2.1687, grad_norm: 5.5268 2020-07-25 23:32:06,836 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 2 days, 6:54:36, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1991, loss: 2.1991, grad_norm: 5.5932 2020-07-25 23:32:19,998 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 2 days, 6:54:18, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.3513 2020-07-25 23:32:32,695 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 2 days, 6:53:59, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.5128 2020-07-25 23:32:45,426 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 2 days, 6:53:40, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.7278 2020-07-25 23:32:58,982 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 2 days, 6:53:24, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.2046, loss: 2.2046, grad_norm: 5.7081 2020-07-25 23:33:13,109 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 2 days, 6:53:09, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7492, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.7727 2020-07-25 23:33:26,584 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 2 days, 6:52:52, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0760, loss: 2.0760, grad_norm: 5.6835 2020-07-25 23:33:39,159 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 2 days, 6:52:33, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1691, loss: 2.1691, grad_norm: 5.5303 2020-07-25 23:33:51,427 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 2 days, 6:52:12, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.4371 2020-07-25 23:34:04,979 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 2 days, 6:51:56, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.5059 2020-07-25 23:34:17,699 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 2 days, 6:51:37, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.5417 2020-07-25 23:34:30,894 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 2 days, 6:51:19, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.7288 2020-07-25 23:34:45,487 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 2 days, 6:51:05, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.5304 2020-07-25 23:34:59,134 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 2 days, 6:50:49, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.6815 2020-07-25 23:35:11,652 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 2 days, 6:50:29, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.6169 2020-07-25 23:35:24,546 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 2 days, 6:50:11, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7680, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.4970 2020-07-25 23:35:36,975 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 2 days, 6:49:51, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7547, loss_cls: 2.1224, loss: 2.1224, grad_norm: 5.5513 2020-07-25 23:35:49,580 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 2 days, 6:49:32, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.5495 2020-07-25 23:36:03,612 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 2 days, 6:49:17, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.1579, loss: 2.1579, grad_norm: 5.5282 2020-07-25 23:36:17,847 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 2 days, 6:49:02, time: 0.712, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.4953 2020-07-25 23:36:31,028 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 2 days, 6:48:44, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7477, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.6767 2020-07-25 23:36:44,255 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 2 days, 6:48:27, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.7560 2020-07-25 23:36:56,648 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 2 days, 6:48:07, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.5557 2020-07-25 23:37:10,207 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 2 days, 6:47:50, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.5071 2020-07-25 23:37:21,737 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-25 23:37:47,116 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 2 days, 6:47:16, time: 1.189, data_time: 0.569, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.4991 2020-07-25 23:37:58,892 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 2 days, 6:46:55, time: 0.590, data_time: 0.003, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.4217 2020-07-25 23:38:12,304 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 2 days, 6:46:38, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7211, loss_cls: 2.1910, loss: 2.1910, grad_norm: 5.6915 2020-07-25 23:38:25,264 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 2 days, 6:46:20, time: 0.649, data_time: 0.003, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7422, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.6511 2020-07-25 23:38:37,626 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 2 days, 6:46:00, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.5492 2020-07-25 23:38:51,163 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 2 days, 6:45:43, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.4440 2020-07-25 23:39:04,758 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 2 days, 6:45:26, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.5047 2020-07-25 23:39:18,466 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 2 days, 6:45:10, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.3123 2020-07-25 23:39:32,003 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 2 days, 6:44:54, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7633, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.6210 2020-07-25 23:39:45,986 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 2 days, 6:44:38, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.4116 2020-07-25 23:39:58,194 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 2 days, 6:44:18, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1580, loss: 2.1580, grad_norm: 5.6058 2020-07-25 23:40:11,524 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 2 days, 6:44:01, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.4217 2020-07-25 23:40:24,180 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 2 days, 6:43:42, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7523, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.6674 2020-07-25 23:40:36,476 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 2 days, 6:43:22, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.3762 2020-07-25 23:40:50,881 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 2 days, 6:43:07, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.5448 2020-07-25 23:41:04,017 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 2 days, 6:42:50, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7523, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.7079 2020-07-25 23:41:18,401 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 2 days, 6:42:35, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.3827 2020-07-25 23:41:31,509 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 2 days, 6:42:17, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.5821 2020-07-25 23:41:44,280 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 2 days, 6:41:59, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.4416 2020-07-25 23:41:57,221 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 2 days, 6:41:41, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.5839 2020-07-25 23:42:10,701 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 2 days, 6:41:24, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.3698 2020-07-25 23:42:23,207 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 2 days, 6:41:04, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.5387 2020-07-25 23:42:36,337 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 2 days, 6:40:47, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7844, loss_cls: 1.9481, loss: 1.9481, grad_norm: 5.3685 2020-07-25 23:42:50,230 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 2 days, 6:40:31, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.5737 2020-07-25 23:43:03,060 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 2 days, 6:40:12, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.5321 2020-07-25 23:43:15,877 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 2 days, 6:39:54, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.6111 2020-07-25 23:43:28,247 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 2 days, 6:39:34, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.1012, loss: 2.1012, grad_norm: 5.5475 2020-07-25 23:43:41,163 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 2 days, 6:39:16, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7688, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.5644 2020-07-25 23:43:54,105 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 2 days, 6:38:57, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.7059 2020-07-25 23:44:06,874 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 2 days, 6:38:39, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.4781 2020-07-25 23:44:20,452 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 2 days, 6:38:22, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.4228 2020-07-25 23:44:33,052 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 2 days, 6:38:03, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.6599 2020-07-25 23:44:45,956 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 2 days, 6:37:45, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.5713 2020-07-25 23:44:58,275 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 2 days, 6:37:25, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0837, loss: 2.0837, grad_norm: 5.6624 2020-07-25 23:45:11,402 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 2 days, 6:37:07, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 1.9966, loss: 1.9966, grad_norm: 5.2859 2020-07-25 23:45:23,734 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 2 days, 6:36:47, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.2174, loss: 2.2174, grad_norm: 5.8416 2020-07-25 23:45:37,510 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 2 days, 6:36:31, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.6278 2020-07-25 23:45:50,876 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 2 days, 6:36:14, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.7315 2020-07-25 23:46:03,209 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 2 days, 6:35:54, time: 0.614, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.4771 2020-07-25 23:46:15,508 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 2 days, 6:35:35, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.7035 2020-07-25 23:46:29,485 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 2 days, 6:35:19, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.6334 2020-07-25 23:46:42,705 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 2 days, 6:35:02, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7641, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.6292 2020-07-25 23:46:55,048 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 2 days, 6:34:42, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1490, loss: 2.1490, grad_norm: 5.5396 2020-07-25 23:47:07,588 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 2 days, 6:34:23, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.4838 2020-07-25 23:47:22,140 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 2 days, 6:34:09, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.8023, loss_cls: 1.9132, loss: 1.9132, grad_norm: 5.4084 2020-07-25 23:47:34,310 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 2 days, 6:33:48, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7695, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.6966 2020-07-25 23:47:48,383 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 2 days, 6:33:33, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.1520, loss: 2.1520, grad_norm: 5.7228 2020-07-25 23:48:00,838 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 2 days, 6:33:14, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.5695 2020-07-25 23:48:14,466 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 2 days, 6:32:57, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.6087 2020-07-25 23:48:27,956 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 2 days, 6:32:41, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.6455 2020-07-25 23:48:40,293 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 2 days, 6:32:21, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.5382 2020-07-25 23:48:52,801 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 2 days, 6:32:02, time: 0.626, data_time: 0.002, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.5584 2020-07-25 23:49:05,475 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 2 days, 6:31:43, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.7611 2020-07-25 23:49:17,905 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 2 days, 6:31:23, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.6855 2020-07-25 23:49:30,920 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 2 days, 6:31:05, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.5726 2020-07-25 23:49:43,581 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 2 days, 6:30:46, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.4650 2020-07-25 23:49:56,291 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 2 days, 6:30:27, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.5544 2020-07-25 23:50:10,197 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 2 days, 6:30:12, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7750, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.4687 2020-07-25 23:50:22,693 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 2 days, 6:29:52, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.5295 2020-07-25 23:50:36,215 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 2 days, 6:29:36, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.5533 2020-07-25 23:50:49,407 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 2 days, 6:29:18, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.6698 2020-07-25 23:51:02,920 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 2 days, 6:29:02, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.1440, loss: 2.1440, grad_norm: 5.6876 2020-07-25 23:51:15,422 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 2 days, 6:28:42, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.6568 2020-07-25 23:51:27,864 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 2 days, 6:28:23, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 2.0035, loss: 2.0035, grad_norm: 5.5624 2020-07-25 23:51:40,741 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 2 days, 6:28:05, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.5311 2020-07-25 23:51:53,551 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 2 days, 6:27:46, time: 0.642, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.5189 2020-07-25 23:52:07,090 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 2 days, 6:27:29, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.6015 2020-07-25 23:52:20,179 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 2 days, 6:27:12, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.5813 2020-07-25 23:52:32,850 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 2 days, 6:26:53, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.4079 2020-07-25 23:52:45,459 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 2 days, 6:26:34, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.5604 2020-07-25 23:52:58,681 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 2 days, 6:26:16, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.5174 2020-07-25 23:53:13,261 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 2 days, 6:26:03, time: 0.732, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.5651 2020-07-25 23:53:25,416 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 2 days, 6:25:42, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.4202 2020-07-25 23:53:40,931 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 2 days, 6:25:31, time: 0.779, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.5986 2020-07-25 23:53:53,403 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 2 days, 6:25:12, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.4874 2020-07-25 23:54:06,731 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 2 days, 6:24:55, time: 0.670, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7781, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.5940 2020-07-25 23:54:19,690 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 2 days, 6:24:36, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7633, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.5376 2020-07-25 23:54:32,053 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 2 days, 6:24:17, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7570, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.5971 2020-07-25 23:54:44,626 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 2 days, 6:23:58, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.6458 2020-07-25 23:54:56,986 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 2 days, 6:23:38, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.3634 2020-07-25 23:55:09,876 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 2 days, 6:23:20, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.6793 2020-07-25 23:55:22,678 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 2 days, 6:23:01, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7430, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.6734 2020-07-25 23:55:36,456 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 2 days, 6:22:45, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.6066 2020-07-25 23:55:49,574 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 2 days, 6:22:28, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.5351 2020-07-25 23:56:02,036 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 2 days, 6:22:08, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.5012 2020-07-25 23:56:15,505 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 2 days, 6:21:52, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7781, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.5347 2020-07-25 23:56:28,207 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 2 days, 6:21:33, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.6440 2020-07-25 23:56:40,595 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 2 days, 6:21:13, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7664, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.6285 2020-07-25 23:56:53,254 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 2 days, 6:20:54, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.7559 2020-07-25 23:57:06,429 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 2 days, 6:20:37, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7594, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.5556 2020-07-25 23:57:20,522 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 2 days, 6:20:22, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1800, loss: 2.1800, grad_norm: 5.5819 2020-07-25 23:57:32,843 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 2 days, 6:20:02, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.5970 2020-07-25 23:57:46,444 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 2 days, 6:19:46, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.4198 2020-07-25 23:57:58,962 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 2 days, 6:19:26, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7836, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.4134 2020-07-25 23:58:12,245 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 2 days, 6:19:09, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.2822 2020-07-25 23:58:25,145 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 2 days, 6:18:51, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4173 2020-07-25 23:58:39,172 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 2 days, 6:18:36, time: 0.702, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.6029 2020-07-25 23:58:52,163 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 2 days, 6:18:18, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.5089 2020-07-25 23:59:05,151 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 2 days, 6:18:00, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.5659 2020-07-25 23:59:18,706 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 2 days, 6:17:44, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.7894 2020-07-25 23:59:31,914 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 2 days, 6:17:26, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.4760 2020-07-25 23:59:44,644 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 2 days, 6:17:08, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.5867 2020-07-25 23:59:57,614 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 2 days, 6:16:49, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.6045 2020-07-26 00:00:12,472 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 2 days, 6:16:36, time: 0.743, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.4806 2020-07-26 00:00:25,286 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 2 days, 6:16:18, time: 0.641, data_time: 0.013, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.5627 2020-07-26 00:00:37,572 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 2 days, 6:15:58, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.5732 2020-07-26 00:00:50,373 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 2 days, 6:15:40, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.3589 2020-07-26 00:01:03,947 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 2 days, 6:15:23, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.8023 2020-07-26 00:01:16,408 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 2 days, 6:15:04, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.5640 2020-07-26 00:01:28,833 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 2 days, 6:14:44, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.6802 2020-07-26 00:01:42,608 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 2 days, 6:14:29, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.7407 2020-07-26 00:01:55,049 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 2 days, 6:14:09, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.4959 2020-07-26 00:02:08,482 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 2 days, 6:13:53, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7508, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.6511 2020-07-26 00:02:22,385 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 2 days, 6:13:37, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.6277 2020-07-26 00:02:36,807 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 2 days, 6:13:23, time: 0.722, data_time: 0.004, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.7404 2020-07-26 00:02:49,666 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 2 days, 6:13:04, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.6546 2020-07-26 00:03:01,921 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 2 days, 6:12:45, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2203, loss: 2.2203, grad_norm: 5.7262 2020-07-26 00:03:15,445 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 2 days, 6:12:28, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1645, loss: 2.1645, grad_norm: 5.4371 2020-07-26 00:03:27,971 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 2 days, 6:12:09, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.4068 2020-07-26 00:03:40,710 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 2 days, 6:11:50, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.7219 2020-07-26 00:03:54,496 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 2 days, 6:11:35, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.5370 2020-07-26 00:04:06,897 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 2 days, 6:11:15, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.5715 2020-07-26 00:04:19,417 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 2 days, 6:10:56, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.8180 2020-07-26 00:04:33,355 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 2 days, 6:10:40, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.5992 2020-07-26 00:04:47,350 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 2 days, 6:10:25, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.4958 2020-07-26 00:05:01,175 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 2 days, 6:10:09, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.2931 2020-07-26 00:05:13,454 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 2 days, 6:09:50, time: 0.622, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.4659 2020-07-26 00:05:26,495 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 2 days, 6:09:32, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.4785 2020-07-26 00:05:39,156 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 2 days, 6:09:13, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.6699 2020-07-26 00:05:52,557 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 2 days, 6:08:56, time: 0.668, data_time: 0.004, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2324, loss: 2.2324, grad_norm: 5.6935 2020-07-26 00:06:05,302 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 2 days, 6:08:38, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7633, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.5599 2020-07-26 00:06:20,025 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 2 days, 6:08:24, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.4755 2020-07-26 00:06:32,407 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 2 days, 6:08:05, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.4810 2020-07-26 00:06:45,329 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 2 days, 6:07:47, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.6336 2020-07-26 00:06:59,477 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 2 days, 6:07:32, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.6794 2020-07-26 00:07:12,047 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 2 days, 6:07:13, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.7732 2020-07-26 00:07:25,522 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 2 days, 6:06:56, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.5274 2020-07-26 00:07:38,506 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 2 days, 6:06:38, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.4321 2020-07-26 00:07:51,577 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 2 days, 6:06:21, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.6698 2020-07-26 00:08:04,611 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 2 days, 6:06:03, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.6238 2020-07-26 00:08:17,888 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 2 days, 6:05:46, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.5363 2020-07-26 00:08:31,660 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 2 days, 6:05:30, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.5438 2020-07-26 00:08:44,287 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 2 days, 6:05:11, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1847, loss: 2.1847, grad_norm: 5.6438 2020-07-26 00:08:57,759 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 2 days, 6:04:55, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.8106 2020-07-26 00:09:10,706 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 2 days, 6:04:36, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.8013 2020-07-26 00:09:25,129 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 2 days, 6:04:22, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.4760 2020-07-26 00:09:37,585 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 2 days, 6:04:03, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.1787, loss: 2.1787, grad_norm: 5.7500 2020-07-26 00:09:50,542 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 2 days, 6:03:45, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.7246 2020-07-26 00:10:03,714 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 2 days, 6:03:28, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7828, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.4348 2020-07-26 00:10:17,774 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 2 days, 6:03:13, time: 0.703, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.6471 2020-07-26 00:10:30,913 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 2 days, 6:02:55, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.5309 2020-07-26 00:10:44,659 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 2 days, 6:02:39, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.4273 2020-07-26 00:10:58,525 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 2 days, 6:02:24, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.6471 2020-07-26 00:11:11,039 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 2 days, 6:02:05, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7453, loss_cls: 2.1993, loss: 2.1993, grad_norm: 5.6183 2020-07-26 00:11:25,778 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 2 days, 6:01:51, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.6734 2020-07-26 00:11:39,348 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 2 days, 6:01:35, time: 0.682, data_time: 0.010, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.5170 2020-07-26 00:11:51,911 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 2 days, 6:01:16, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7445, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.4899 2020-07-26 00:12:05,505 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 2 days, 6:01:00, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.6021 2020-07-26 00:12:19,041 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 2 days, 6:00:43, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7570, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.5688 2020-07-26 00:12:32,787 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 2 days, 6:00:27, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.1947, loss: 2.1947, grad_norm: 5.7667 2020-07-26 00:12:45,653 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 2 days, 6:00:09, time: 0.642, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.7017 2020-07-26 00:12:58,513 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 2 days, 5:59:51, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7523, loss_cls: 2.2138, loss: 2.2138, grad_norm: 5.8362 2020-07-26 00:13:11,337 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 2 days, 5:59:33, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.5072 2020-07-26 00:13:24,952 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 2 days, 5:59:16, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.4815 2020-07-26 00:13:37,654 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 2 days, 5:58:58, time: 0.632, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0804, loss: 2.0804, grad_norm: 5.5984 2020-07-26 00:13:51,797 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 2 days, 5:58:43, time: 0.710, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.4437 2020-07-26 00:14:04,643 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 2 days, 5:58:25, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7359, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.4832 2020-07-26 00:14:17,436 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 2 days, 5:58:06, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.6907 2020-07-26 00:14:30,528 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 2 days, 5:57:49, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.6933 2020-07-26 00:14:44,491 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 2 days, 5:57:33, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.4019 2020-07-26 00:14:58,390 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 2 days, 5:57:18, time: 0.691, data_time: 0.004, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.6538 2020-07-26 00:15:11,907 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 2 days, 5:57:01, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.5112 2020-07-26 00:15:26,007 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 2 days, 5:56:46, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.1055, loss: 2.1055, grad_norm: 5.5762 2020-07-26 00:15:39,585 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 2 days, 5:56:30, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.8221 2020-07-26 00:15:53,701 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 2 days, 5:56:15, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.4609 2020-07-26 00:16:06,232 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 2 days, 5:55:56, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.5144 2020-07-26 00:16:19,553 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 2 days, 5:55:39, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.4611 2020-07-26 00:16:34,242 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 2 days, 5:55:26, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1136, loss: 2.1136, grad_norm: 5.6682 2020-07-26 00:16:47,787 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 2 days, 5:55:09, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.5872 2020-07-26 00:17:00,628 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 2 days, 5:54:51, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.6678 2020-07-26 00:17:15,309 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 2 days, 5:54:38, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.5809 2020-07-26 00:17:28,052 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 2 days, 5:54:19, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0408, loss: 2.0408, grad_norm: 5.5927 2020-07-26 00:17:41,164 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 2 days, 5:54:02, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.7633 2020-07-26 00:17:55,586 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 2 days, 5:53:48, time: 0.723, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.4815 2020-07-26 00:18:10,095 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 2 days, 5:53:34, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.8099 2020-07-26 00:18:23,070 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 2 days, 5:53:16, time: 0.651, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2109, loss: 2.2109, grad_norm: 5.6670 2020-07-26 00:18:36,547 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 2 days, 5:52:59, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.5946 2020-07-26 00:18:48,192 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-26 00:19:15,272 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 2 days, 5:52:30, time: 1.284, data_time: 0.674, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.4915 2020-07-26 00:19:27,211 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 2 days, 5:52:10, time: 0.596, data_time: 0.002, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7969, loss_cls: 1.8776, loss: 1.8776, grad_norm: 5.3573 2020-07-26 00:19:40,395 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 2 days, 5:51:53, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.4313 2020-07-26 00:19:53,024 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 2 days, 5:51:34, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 1.9552, loss: 1.9552, grad_norm: 5.5006 2020-07-26 00:20:07,097 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 2 days, 5:51:19, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 2.0183, loss: 2.0183, grad_norm: 5.6407 2020-07-26 00:20:20,053 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 2 days, 5:51:01, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7852, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.5213 2020-07-26 00:20:32,878 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 2 days, 5:50:43, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.4437 2020-07-26 00:20:45,723 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 2 days, 5:50:25, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.6382 2020-07-26 00:20:59,583 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 2 days, 5:50:09, time: 0.691, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7937, loss_cls: 1.9349, loss: 1.9349, grad_norm: 5.5676 2020-07-26 00:21:13,288 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 2 days, 5:49:53, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7711, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.7651 2020-07-26 00:21:26,689 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 2 days, 5:49:36, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.7161 2020-07-26 00:21:40,226 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 2 days, 5:49:20, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7820, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.5469 2020-07-26 00:21:54,850 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 2 days, 5:49:06, time: 0.731, data_time: 0.002, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.7162 2020-07-26 00:22:07,886 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 2 days, 5:48:48, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7758, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.6738 2020-07-26 00:22:21,266 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 2 days, 5:48:32, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.6357 2020-07-26 00:22:34,247 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 2 days, 5:48:14, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5238 2020-07-26 00:22:49,310 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 2 days, 5:48:02, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.5746 2020-07-26 00:23:02,855 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 2 days, 5:47:45, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.7174 2020-07-26 00:23:16,935 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 2 days, 5:47:30, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.6770 2020-07-26 00:23:30,482 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 2 days, 5:47:14, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.4048 2020-07-26 00:23:44,158 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 2 days, 5:46:58, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.4897 2020-07-26 00:23:58,751 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 2 days, 5:46:44, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.4364 2020-07-26 00:24:11,336 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 2 days, 5:46:25, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.7808 2020-07-26 00:24:24,906 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 2 days, 5:46:09, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.7519 2020-07-26 00:24:38,681 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 2 days, 5:45:53, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 1.9966, loss: 1.9966, grad_norm: 5.3789 2020-07-26 00:24:52,847 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 2 days, 5:45:38, time: 0.709, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7695, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.6374 2020-07-26 00:25:06,493 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 2 days, 5:45:22, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.6943 2020-07-26 00:25:19,734 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 2 days, 5:45:05, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.5457 2020-07-26 00:25:33,705 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 2 days, 5:44:50, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.6470 2020-07-26 00:25:47,217 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 2 days, 5:44:33, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.1459, loss: 2.1459, grad_norm: 5.5159 2020-07-26 00:26:01,275 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 2 days, 5:44:18, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.7063 2020-07-26 00:26:14,735 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 2 days, 5:44:02, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.5829 2020-07-26 00:26:28,623 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 2 days, 5:43:46, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.5058 2020-07-26 00:26:43,685 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 2 days, 5:43:34, time: 0.756, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.5355 2020-07-26 00:26:56,234 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 2 days, 5:43:15, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7688, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6607 2020-07-26 00:27:09,863 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 2 days, 5:42:59, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.4731 2020-07-26 00:27:24,085 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 2 days, 5:42:44, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.6496 2020-07-26 00:27:36,843 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 2 days, 5:42:26, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.4650 2020-07-26 00:27:51,187 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 2 days, 5:42:11, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.4175 2020-07-26 00:28:04,713 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 2 days, 5:41:55, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7727, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.5417 2020-07-26 00:28:17,971 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 2 days, 5:41:38, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.6768 2020-07-26 00:28:32,297 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 2 days, 5:41:24, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.4850 2020-07-26 00:28:46,856 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 2 days, 5:41:10, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.5034 2020-07-26 00:28:59,339 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 2 days, 5:40:51, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.5702 2020-07-26 00:29:12,790 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 2 days, 5:40:34, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.6466 2020-07-26 00:29:26,419 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 2 days, 5:40:18, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.6365 2020-07-26 00:29:40,734 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 2 days, 5:40:04, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7281, loss_cls: 2.2480, loss: 2.2480, grad_norm: 5.8559 2020-07-26 00:29:54,384 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 2 days, 5:39:48, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.5442 2020-07-26 00:30:08,115 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 2 days, 5:39:32, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.5999 2020-07-26 00:30:21,862 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 2 days, 5:39:16, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0246, loss: 2.0246, grad_norm: 5.4824 2020-07-26 00:30:35,613 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 2 days, 5:39:00, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.6266 2020-07-26 00:30:49,179 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 2 days, 5:38:44, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.7992 2020-07-26 00:31:03,620 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 2 days, 5:38:30, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.4810 2020-07-26 00:31:17,100 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 2 days, 5:38:13, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.7840 2020-07-26 00:31:30,817 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 2 days, 5:37:57, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.7163 2020-07-26 00:31:44,810 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 2 days, 5:37:42, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.5581 2020-07-26 00:31:58,543 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 2 days, 5:37:26, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.7260 2020-07-26 00:32:12,872 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 2 days, 5:37:12, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.5196 2020-07-26 00:32:26,307 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 2 days, 5:36:55, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.1953, loss: 2.1953, grad_norm: 5.7423 2020-07-26 00:32:39,147 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 2 days, 5:36:37, time: 0.650, data_time: 0.010, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7445, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.7983 2020-07-26 00:32:54,813 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 2 days, 5:36:26, time: 0.781, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.4778 2020-07-26 00:33:07,554 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 2 days, 5:36:08, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7852, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.3826 2020-07-26 00:33:21,249 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 2 days, 5:35:52, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.5592 2020-07-26 00:33:35,259 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 2 days, 5:35:37, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.6229 2020-07-26 00:33:48,599 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 2 days, 5:35:20, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.5658 2020-07-26 00:34:03,108 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 2 days, 5:35:06, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9709, loss: 1.9709, grad_norm: 5.5548 2020-07-26 00:34:16,871 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 2 days, 5:34:50, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.6099 2020-07-26 00:34:30,612 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 2 days, 5:34:35, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.6105 2020-07-26 00:34:43,696 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 2 days, 5:34:17, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.5588 2020-07-26 00:34:58,743 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 2 days, 5:34:05, time: 0.755, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.6280 2020-07-26 00:35:11,254 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 2 days, 5:33:46, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.3874 2020-07-26 00:35:24,564 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 2 days, 5:33:29, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7414, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.4949 2020-07-26 00:35:37,783 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 2 days, 5:33:12, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.6586 2020-07-26 00:35:53,200 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 2 days, 5:33:00, time: 0.773, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.6853 2020-07-26 00:36:06,447 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 2 days, 5:32:43, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.6450 2020-07-26 00:36:19,620 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 2 days, 5:32:26, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.5495 2020-07-26 00:36:33,020 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 2 days, 5:32:09, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7430, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.5284 2020-07-26 00:36:46,121 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 2 days, 5:31:51, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.4192 2020-07-26 00:37:00,064 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 2 days, 5:31:36, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.5140 2020-07-26 00:37:15,847 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 2 days, 5:31:26, time: 0.788, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.5573 2020-07-26 00:37:28,215 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 2 days, 5:31:06, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.6627 2020-07-26 00:37:42,210 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 2 days, 5:30:51, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1970, loss: 2.1970, grad_norm: 5.8646 2020-07-26 00:37:54,972 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 2 days, 5:30:33, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.5057 2020-07-26 00:38:08,997 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 2 days, 5:30:18, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.6031 2020-07-26 00:38:21,913 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 2 days, 5:30:00, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.4703 2020-07-26 00:38:36,561 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 2 days, 5:29:46, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.6020 2020-07-26 00:38:49,363 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 2 days, 5:29:28, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.7204 2020-07-26 00:39:02,338 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 2 days, 5:29:10, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7758, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.6401 2020-07-26 00:39:15,713 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 2 days, 5:28:54, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.6586 2020-07-26 00:39:28,703 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 2 days, 5:28:36, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.7165 2020-07-26 00:39:41,893 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 2 days, 5:28:19, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.5880 2020-07-26 00:39:56,022 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 2 days, 5:28:04, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7766, loss_cls: 2.0178, loss: 2.0178, grad_norm: 5.5927 2020-07-26 00:40:09,274 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 2 days, 5:27:47, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.5843 2020-07-26 00:40:23,907 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 2 days, 5:27:33, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.5153 2020-07-26 00:40:36,548 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 2 days, 5:27:15, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.6256 2020-07-26 00:40:49,572 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 2 days, 5:26:57, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.6848 2020-07-26 00:41:03,230 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 2 days, 5:26:41, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7406, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.5126 2020-07-26 00:41:16,696 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 2 days, 5:26:25, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.5448 2020-07-26 00:41:29,760 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 2 days, 5:26:07, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.6674 2020-07-26 00:41:43,455 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 2 days, 5:25:51, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.6082 2020-07-26 00:41:56,560 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 2 days, 5:25:34, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.5578 2020-07-26 00:42:10,625 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 2 days, 5:25:19, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.6240 2020-07-26 00:42:23,431 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 2 days, 5:25:01, time: 0.637, data_time: 0.011, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.7666 2020-07-26 00:42:37,476 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 2 days, 5:24:46, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.6356 2020-07-26 00:42:50,962 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 2 days, 5:24:29, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7695, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.3731 2020-07-26 00:43:03,570 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 2 days, 5:24:11, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.5727 2020-07-26 00:43:17,301 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 2 days, 5:23:55, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.4994 2020-07-26 00:43:30,329 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 2 days, 5:23:37, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.7093 2020-07-26 00:43:43,182 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 2 days, 5:23:19, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.4536 2020-07-26 00:43:56,639 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 2 days, 5:23:03, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.4214 2020-07-26 00:44:10,539 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 2 days, 5:22:47, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.6167 2020-07-26 00:44:24,023 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 2 days, 5:22:31, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1463, loss: 2.1463, grad_norm: 5.6916 2020-07-26 00:44:36,985 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 2 days, 5:22:13, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.6665 2020-07-26 00:44:50,615 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 2 days, 5:21:57, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7469, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.5383 2020-07-26 00:45:03,145 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 2 days, 5:21:38, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.5985 2020-07-26 00:45:17,637 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 2 days, 5:21:25, time: 0.725, data_time: 0.002, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0491, loss: 2.0491, grad_norm: 5.5031 2020-07-26 00:45:31,052 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 2 days, 5:21:08, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.6902 2020-07-26 00:45:44,240 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 2 days, 5:20:51, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.6267 2020-07-26 00:45:56,776 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 2 days, 5:20:32, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.7946 2020-07-26 00:46:10,519 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 2 days, 5:20:16, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.6288 2020-07-26 00:46:23,064 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 2 days, 5:19:57, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7773, loss_cls: 2.0357, loss: 2.0357, grad_norm: 5.6220 2020-07-26 00:46:36,279 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 2 days, 5:19:40, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.5416 2020-07-26 00:46:49,860 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 2 days, 5:19:24, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.5530 2020-07-26 00:47:03,562 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 2 days, 5:19:08, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.6412 2020-07-26 00:47:16,320 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 2 days, 5:18:50, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7625, loss_cls: 2.1102, loss: 2.1102, grad_norm: 5.8527 2020-07-26 00:47:29,211 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 2 days, 5:18:32, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7555, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.7171 2020-07-26 00:47:42,815 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 2 days, 5:18:16, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.5226 2020-07-26 00:47:56,192 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 2 days, 5:17:59, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7531, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.7532 2020-07-26 00:48:08,905 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 2 days, 5:17:41, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1670, loss: 2.1670, grad_norm: 5.8213 2020-07-26 00:48:21,842 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 2 days, 5:17:23, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.6054 2020-07-26 00:48:35,196 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 2 days, 5:17:07, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.5667 2020-07-26 00:48:48,295 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 2 days, 5:16:49, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.5586 2020-07-26 00:49:02,825 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 2 days, 5:16:35, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7609, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.8399 2020-07-26 00:49:15,308 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 2 days, 5:16:17, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.5186 2020-07-26 00:49:28,700 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 2 days, 5:16:00, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.6737 2020-07-26 00:49:41,513 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 2 days, 5:15:42, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.7519 2020-07-26 00:49:54,775 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 2 days, 5:15:25, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.5746 2020-07-26 00:50:07,738 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 2 days, 5:15:07, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.4814 2020-07-26 00:50:21,001 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 2 days, 5:14:50, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.7312 2020-07-26 00:50:33,546 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 2 days, 5:14:32, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.8166 2020-07-26 00:50:46,361 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 2 days, 5:14:13, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.6014 2020-07-26 00:50:59,671 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 2 days, 5:13:57, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7750, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.6273 2020-07-26 00:51:12,243 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 2 days, 5:13:38, time: 0.626, data_time: 0.004, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1289, loss: 2.1289, grad_norm: 5.7070 2020-07-26 00:51:24,988 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 2 days, 5:13:20, time: 0.640, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.5378 2020-07-26 00:51:38,685 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 2 days, 5:13:04, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.7487 2020-07-26 00:51:51,502 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 2 days, 5:12:46, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.5328 2020-07-26 00:52:04,318 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 2 days, 5:12:28, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.7088 2020-07-26 00:52:17,320 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 2 days, 5:12:10, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1333, loss: 2.1333, grad_norm: 5.6552 2020-07-26 00:52:30,546 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 2 days, 5:11:53, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.4477 2020-07-26 00:52:43,687 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 2 days, 5:11:36, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.7218 2020-07-26 00:52:56,382 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 2 days, 5:11:18, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7430, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.5122 2020-07-26 00:53:09,507 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 2 days, 5:11:00, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7562, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.6553 2020-07-26 00:53:22,141 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 2 days, 5:10:42, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7805, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.6532 2020-07-26 00:53:36,232 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 2 days, 5:10:27, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.7293 2020-07-26 00:53:48,445 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 2 days, 5:10:08, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.3931 2020-07-26 00:54:01,318 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 2 days, 5:09:50, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.4080 2020-07-26 00:54:14,293 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 2 days, 5:09:32, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.6492 2020-07-26 00:54:28,142 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 2 days, 5:09:17, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.6841 2020-07-26 00:54:41,426 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 2 days, 5:09:00, time: 0.667, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1324, loss: 2.1324, grad_norm: 5.6289 2020-07-26 00:54:53,949 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 2 days, 5:08:41, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.5821 2020-07-26 00:55:07,534 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 2 days, 5:08:25, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.5115 2020-07-26 00:55:20,300 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 2 days, 5:08:07, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.5888 2020-07-26 00:55:32,901 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 2 days, 5:07:48, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.7405 2020-07-26 00:55:45,441 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 2 days, 5:07:30, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.7016 2020-07-26 00:55:58,488 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 2 days, 5:07:12, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.6190 2020-07-26 00:56:11,987 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 2 days, 5:06:56, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.6851 2020-07-26 00:56:25,067 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 2 days, 5:06:38, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.4133 2020-07-26 00:56:37,437 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 2 days, 5:06:19, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.5633 2020-07-26 00:56:51,675 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 2 days, 5:06:05, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1222, loss: 2.1222, grad_norm: 5.6519 2020-07-26 00:57:04,288 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 2 days, 5:05:46, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.5055 2020-07-26 00:57:19,031 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 2 days, 5:05:33, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.7405 2020-07-26 00:57:32,158 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 2 days, 5:05:16, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.7938 2020-07-26 00:57:44,430 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 2 days, 5:04:57, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7656, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.7126 2020-07-26 00:57:57,213 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 2 days, 5:04:39, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.7184 2020-07-26 00:58:10,608 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 2 days, 5:04:22, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.5584 2020-07-26 00:58:24,765 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 2 days, 5:04:07, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.7161 2020-07-26 00:58:37,043 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 2 days, 5:03:48, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.6012 2020-07-26 00:58:51,854 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 2 days, 5:03:35, time: 0.743, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.5507 2020-07-26 00:59:04,095 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 2 days, 5:03:15, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.5133 2020-07-26 00:59:17,099 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 2 days, 5:02:58, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.4612 2020-07-26 00:59:30,714 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 2 days, 5:02:42, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7539, loss_cls: 2.1643, loss: 2.1643, grad_norm: 5.8157 2020-07-26 00:59:43,499 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 2 days, 5:02:24, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1254, loss: 2.1254, grad_norm: 5.6963 2020-07-26 00:59:57,069 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 2 days, 5:02:08, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.4310 2020-07-26 01:00:11,970 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 2 days, 5:01:55, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.7158 2020-07-26 01:00:24,997 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 2 days, 5:01:37, time: 0.655, data_time: 0.022, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.5480 2020-07-26 01:00:37,518 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 2 days, 5:01:19, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.9343 2020-07-26 01:00:51,618 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 2 days, 5:01:04, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.6849 2020-07-26 01:01:03,500 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-26 01:01:28,196 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 2 days, 5:00:29, time: 1.154, data_time: 0.565, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.4534 2020-07-26 01:01:39,963 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 2 days, 5:00:09, time: 0.593, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.5897 2020-07-26 01:01:53,258 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 2 days, 4:59:52, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.6162 2020-07-26 01:02:05,917 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 2 days, 4:59:34, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.3446 2020-07-26 01:02:19,614 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 2 days, 4:59:18, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.5491 2020-07-26 01:02:31,733 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 2 days, 4:58:58, time: 0.609, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.8011 2020-07-26 01:02:44,719 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 2 days, 4:58:41, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.4978 2020-07-26 01:02:59,305 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 2 days, 4:58:27, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7734, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.3629 2020-07-26 01:03:11,995 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 2 days, 4:58:09, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7695, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.6373 2020-07-26 01:03:24,211 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 2 days, 4:57:49, time: 0.611, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.6821 2020-07-26 01:03:36,917 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 2 days, 4:57:31, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.4823 2020-07-26 01:03:50,185 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 2 days, 4:57:14, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.5216 2020-07-26 01:04:02,922 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 2 days, 4:56:56, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.4870 2020-07-26 01:04:15,848 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 2 days, 4:56:38, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.5371 2020-07-26 01:04:29,353 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 2 days, 4:56:22, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.7464 2020-07-26 01:04:42,985 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 2 days, 4:56:06, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.6397 2020-07-26 01:04:55,519 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 2 days, 4:55:48, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.7864 2020-07-26 01:05:08,026 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 2 days, 4:55:29, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.6339 2020-07-26 01:05:21,604 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 2 days, 4:55:13, time: 0.679, data_time: 0.010, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.5579 2020-07-26 01:05:35,328 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 2 days, 4:54:57, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7602, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.6133 2020-07-26 01:05:48,574 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 2 days, 4:54:40, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0220, loss: 2.0220, grad_norm: 5.7270 2020-07-26 01:06:00,846 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 2 days, 4:54:21, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7500, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.7058 2020-07-26 01:06:15,184 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 2 days, 4:54:07, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.6616 2020-07-26 01:06:28,075 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 2 days, 4:53:49, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.7022 2020-07-26 01:06:40,430 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 2 days, 4:53:30, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.5067 2020-07-26 01:06:53,869 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 2 days, 4:53:14, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.5364 2020-07-26 01:07:06,495 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 2 days, 4:52:55, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.5480 2020-07-26 01:07:19,716 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 2 days, 4:52:38, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.6887 2020-07-26 01:07:32,227 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 2 days, 4:52:19, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7750, loss_cls: 1.9913, loss: 1.9913, grad_norm: 5.6195 2020-07-26 01:07:44,671 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 2 days, 4:52:01, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.6310 2020-07-26 01:07:57,726 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 2 days, 4:51:43, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9592, loss: 1.9592, grad_norm: 5.5998 2020-07-26 01:08:10,173 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 2 days, 4:51:25, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.6009 2020-07-26 01:08:23,580 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 2 days, 4:51:08, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7656, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.6451 2020-07-26 01:08:35,926 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 2 days, 4:50:49, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.6588 2020-07-26 01:08:49,234 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 2 days, 4:50:32, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.6217 2020-07-26 01:09:02,392 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 2 days, 4:50:15, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.7396 2020-07-26 01:09:15,441 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 2 days, 4:49:58, time: 0.651, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.6796 2020-07-26 01:09:28,728 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 2 days, 4:49:41, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7805, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.8343 2020-07-26 01:09:41,040 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 2 days, 4:49:22, time: 0.612, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7641, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.8144 2020-07-26 01:09:54,383 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 2 days, 4:49:06, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.6039 2020-07-26 01:10:07,736 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 2 days, 4:48:49, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6028 2020-07-26 01:10:21,180 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 2 days, 4:48:33, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.4834 2020-07-26 01:10:33,704 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 2 days, 4:48:14, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1428, loss: 2.1428, grad_norm: 5.7815 2020-07-26 01:10:46,273 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 2 days, 4:47:56, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.7074 2020-07-26 01:10:59,242 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 2 days, 4:47:38, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.7442 2020-07-26 01:11:11,627 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 2 days, 4:47:19, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.5923 2020-07-26 01:11:26,339 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 2 days, 4:47:06, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.7160 2020-07-26 01:11:39,392 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 2 days, 4:46:48, time: 0.656, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.6840 2020-07-26 01:11:51,827 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 2 days, 4:46:30, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.6101 2020-07-26 01:12:04,826 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 2 days, 4:46:12, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7797, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.4414 2020-07-26 01:12:17,259 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 2 days, 4:45:53, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7805, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.6335 2020-07-26 01:12:30,206 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 2 days, 4:45:36, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.4687 2020-07-26 01:12:43,130 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 2 days, 4:45:18, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.5791 2020-07-26 01:12:56,650 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 2 days, 4:45:02, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.5988 2020-07-26 01:13:09,178 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 2 days, 4:44:43, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.5507 2020-07-26 01:13:22,771 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 2 days, 4:44:27, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.6226 2020-07-26 01:13:35,621 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 2 days, 4:44:10, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7656, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.3926 2020-07-26 01:13:47,879 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 2 days, 4:43:51, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.6200 2020-07-26 01:14:02,358 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 2 days, 4:43:37, time: 0.721, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.6296 2020-07-26 01:14:14,587 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 2 days, 4:43:17, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.5697 2020-07-26 01:14:27,347 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 2 days, 4:42:59, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7711, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.6739 2020-07-26 01:14:40,905 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 2 days, 4:42:43, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.6830 2020-07-26 01:14:53,280 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 2 days, 4:42:24, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.6479 2020-07-26 01:15:05,949 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 2 days, 4:42:06, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.5842 2020-07-26 01:15:18,622 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 2 days, 4:41:48, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.6693 2020-07-26 01:15:31,851 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 2 days, 4:41:31, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7703, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.5250 2020-07-26 01:15:45,193 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 2 days, 4:41:14, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.5614 2020-07-26 01:15:57,751 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 2 days, 4:40:56, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1984, loss: 2.1984, grad_norm: 5.6451 2020-07-26 01:16:11,823 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 2 days, 4:40:41, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.5766 2020-07-26 01:16:24,971 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 2 days, 4:40:24, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7742, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.3483 2020-07-26 01:16:37,308 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 2 days, 4:40:05, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 1.9935, loss: 1.9935, grad_norm: 5.4388 2020-07-26 01:16:50,966 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 2 days, 4:39:49, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.6237 2020-07-26 01:17:03,222 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 2 days, 4:39:30, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.6538 2020-07-26 01:17:16,629 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 2 days, 4:39:14, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.7271 2020-07-26 01:17:29,931 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 2 days, 4:38:57, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.6672 2020-07-26 01:17:43,427 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 2 days, 4:38:41, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7906, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.5153 2020-07-26 01:17:55,704 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 2 days, 4:38:22, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.7362 2020-07-26 01:18:10,425 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 2 days, 4:38:09, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.4729 2020-07-26 01:18:23,432 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 2 days, 4:37:51, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7609, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.5945 2020-07-26 01:18:36,151 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 2 days, 4:37:33, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.5610 2020-07-26 01:18:48,578 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 2 days, 4:37:14, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.7845 2020-07-26 01:19:01,597 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 2 days, 4:36:57, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.5994 2020-07-26 01:19:14,134 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 2 days, 4:36:38, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.8464 2020-07-26 01:19:27,188 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 2 days, 4:36:21, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.6054 2020-07-26 01:19:39,568 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 2 days, 4:36:02, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.6598 2020-07-26 01:19:52,598 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 2 days, 4:35:45, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.5409 2020-07-26 01:20:05,128 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 2 days, 4:35:26, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.5856 2020-07-26 01:20:18,374 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 2 days, 4:35:10, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9564, loss: 1.9564, grad_norm: 5.5490 2020-07-26 01:20:32,049 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 2 days, 4:34:54, time: 0.684, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.6076 2020-07-26 01:20:44,913 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 2 days, 4:34:36, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.7378 2020-07-26 01:20:58,127 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 2 days, 4:34:20, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.5221 2020-07-26 01:21:10,514 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 2 days, 4:34:01, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1390, loss: 2.1390, grad_norm: 5.6600 2020-07-26 01:21:23,636 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 2 days, 4:33:44, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.6956 2020-07-26 01:21:36,047 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 2 days, 4:33:25, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.7096 2020-07-26 01:21:49,396 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 2 days, 4:33:08, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7500, loss_cls: 2.1220, loss: 2.1220, grad_norm: 5.7322 2020-07-26 01:22:02,917 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 2 days, 4:32:52, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7445, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.4068 2020-07-26 01:22:16,011 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 2 days, 4:32:35, time: 0.656, data_time: 0.003, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7672, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.6488 2020-07-26 01:22:29,964 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 2 days, 4:32:20, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7492, loss_cls: 2.1847, loss: 2.1847, grad_norm: 5.7339 2020-07-26 01:22:42,419 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 2 days, 4:32:01, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1337, loss: 2.1337, grad_norm: 5.6413 2020-07-26 01:22:55,750 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 2 days, 4:31:45, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.5121 2020-07-26 01:23:07,908 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 2 days, 4:31:25, time: 0.610, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.8076 2020-07-26 01:23:20,553 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 2 days, 4:31:07, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.5958 2020-07-26 01:23:34,572 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 2 days, 4:30:52, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.3118 2020-07-26 01:23:47,139 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 2 days, 4:30:34, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.6532 2020-07-26 01:23:59,622 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 2 days, 4:30:15, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.7356 2020-07-26 01:24:12,698 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 2 days, 4:29:58, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.7819 2020-07-26 01:24:25,376 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 2 days, 4:29:40, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 1.9984, loss: 1.9984, grad_norm: 5.7407 2020-07-26 01:24:37,783 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 2 days, 4:29:21, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.8687 2020-07-26 01:24:51,575 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 2 days, 4:29:06, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.6606 2020-07-26 01:25:04,272 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 2 days, 4:28:48, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.1166, loss: 2.1166, grad_norm: 5.6151 2020-07-26 01:25:17,274 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 2 days, 4:28:30, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.5451 2020-07-26 01:25:29,544 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 2 days, 4:28:11, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.6176 2020-07-26 01:25:42,470 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 2 days, 4:27:54, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.4698 2020-07-26 01:25:55,101 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 2 days, 4:27:36, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.6685 2020-07-26 01:26:07,805 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 2 days, 4:27:18, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.4388 2020-07-26 01:26:21,665 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 2 days, 4:27:02, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.5922 2020-07-26 01:26:34,784 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 2 days, 4:26:45, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.5775 2020-07-26 01:26:47,696 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 2 days, 4:26:28, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.6848 2020-07-26 01:27:00,702 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 2 days, 4:26:10, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.7444 2020-07-26 01:27:13,040 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 2 days, 4:25:51, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 1.9682, loss: 1.9682, grad_norm: 5.5260 2020-07-26 01:27:25,500 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 2 days, 4:25:33, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7594, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.8472 2020-07-26 01:27:39,152 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 2 days, 4:25:17, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.5783 2020-07-26 01:27:52,010 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 2 days, 4:25:00, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.4913 2020-07-26 01:28:05,617 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 2 days, 4:24:44, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7414, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.6697 2020-07-26 01:28:17,876 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 2 days, 4:24:25, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9610, loss: 1.9610, grad_norm: 5.3195 2020-07-26 01:28:30,600 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 2 days, 4:24:06, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9514, loss: 1.9514, grad_norm: 5.5019 2020-07-26 01:28:43,233 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 2 days, 4:23:48, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.6132 2020-07-26 01:28:56,893 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 2 days, 4:23:33, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0617, loss: 2.0617, grad_norm: 5.5234 2020-07-26 01:29:09,098 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 2 days, 4:23:14, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.5291 2020-07-26 01:29:22,910 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 2 days, 4:22:58, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.6602 2020-07-26 01:29:35,232 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 2 days, 4:22:39, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.7122 2020-07-26 01:29:48,371 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 2 days, 4:22:22, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.8126 2020-07-26 01:30:02,139 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 2 days, 4:22:07, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.7715 2020-07-26 01:30:14,455 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 2 days, 4:21:48, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.7876 2020-07-26 01:30:26,948 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 2 days, 4:21:29, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1394, loss: 2.1394, grad_norm: 5.7329 2020-07-26 01:30:39,652 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 2 days, 4:21:11, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.5991 2020-07-26 01:30:54,636 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 2 days, 4:20:59, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.6235 2020-07-26 01:31:07,036 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 2 days, 4:20:40, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.4865 2020-07-26 01:31:19,642 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 2 days, 4:20:22, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.0772, loss: 2.0772, grad_norm: 5.7009 2020-07-26 01:31:32,363 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 2 days, 4:20:04, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1605, loss: 2.1605, grad_norm: 5.6422 2020-07-26 01:31:45,995 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 2 days, 4:19:48, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.5992 2020-07-26 01:31:58,433 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 2 days, 4:19:29, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7766, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.4080 2020-07-26 01:32:12,539 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 2 days, 4:19:15, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.5976 2020-07-26 01:32:25,810 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 2 days, 4:18:58, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7586, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.6041 2020-07-26 01:32:38,407 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 2 days, 4:18:40, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.6577 2020-07-26 01:32:50,861 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 2 days, 4:18:21, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7758, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.5722 2020-07-26 01:33:04,203 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 2 days, 4:18:05, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.6412 2020-07-26 01:33:16,722 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 2 days, 4:17:46, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.6720 2020-07-26 01:33:29,378 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 2 days, 4:17:28, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1430, loss: 2.1430, grad_norm: 5.5392 2020-07-26 01:33:42,518 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 2 days, 4:17:11, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.4665 2020-07-26 01:33:54,813 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 2 days, 4:16:52, time: 0.616, data_time: 0.003, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.6157 2020-07-26 01:34:08,581 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 2 days, 4:16:37, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.5730 2020-07-26 01:34:21,600 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 2 days, 4:16:20, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.4745 2020-07-26 01:34:34,096 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 2 days, 4:16:01, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.5594 2020-07-26 01:34:47,514 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 2 days, 4:15:45, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0531, loss: 2.0531, grad_norm: 5.5379 2020-07-26 01:35:01,193 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 2 days, 4:15:29, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.5157 2020-07-26 01:35:13,476 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 2 days, 4:15:10, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.5114 2020-07-26 01:35:26,021 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 2 days, 4:14:52, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.6458 2020-07-26 01:35:40,054 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 2 days, 4:14:37, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.5942 2020-07-26 01:35:53,350 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 2 days, 4:14:20, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.7227 2020-07-26 01:36:06,708 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 2 days, 4:14:04, time: 0.676, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.4077 2020-07-26 01:36:19,057 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 2 days, 4:13:45, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.7309 2020-07-26 01:36:31,642 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 2 days, 4:13:27, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.5622 2020-07-26 01:36:45,447 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 2 days, 4:13:12, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7352, loss_cls: 2.2349, loss: 2.2349, grad_norm: 5.8685 2020-07-26 01:36:59,299 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 2 days, 4:12:57, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.6055 2020-07-26 01:37:11,806 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 2 days, 4:12:38, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.4499 2020-07-26 01:37:24,263 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 2 days, 4:12:20, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.5067 2020-07-26 01:37:37,615 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 2 days, 4:12:03, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7516, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.6744 2020-07-26 01:37:49,938 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 2 days, 4:11:44, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7742, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.5933 2020-07-26 01:38:03,691 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 2 days, 4:11:29, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.6102 2020-07-26 01:38:15,889 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 2 days, 4:11:10, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.6822 2020-07-26 01:38:28,537 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 2 days, 4:10:52, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7484, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.4274 2020-07-26 01:38:41,545 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 2 days, 4:10:35, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.4742 2020-07-26 01:38:54,301 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 2 days, 4:10:17, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7352, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.5600 2020-07-26 01:39:08,363 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 2 days, 4:10:02, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.6716 2020-07-26 01:39:20,709 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 2 days, 4:09:43, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.8347 2020-07-26 01:39:34,163 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 2 days, 4:09:27, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.2544, loss: 2.2544, grad_norm: 5.9373 2020-07-26 01:39:46,461 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 2 days, 4:09:08, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.6023 2020-07-26 01:40:00,245 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 2 days, 4:08:53, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.7277 2020-07-26 01:40:13,123 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 2 days, 4:08:35, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7727, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.5836 2020-07-26 01:40:25,365 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 2 days, 4:08:16, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.6190 2020-07-26 01:40:38,008 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 2 days, 4:07:58, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.5106 2020-07-26 01:40:52,086 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 2 days, 4:07:43, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.3078 2020-07-26 01:41:04,760 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 2 days, 4:07:25, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1076, loss: 2.1076, grad_norm: 5.7044 2020-07-26 01:41:18,965 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 2 days, 4:07:11, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.6371 2020-07-26 01:41:31,157 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 2 days, 4:06:52, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.6003 2020-07-26 01:41:44,771 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 2 days, 4:06:36, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.5666 2020-07-26 01:41:56,418 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-26 01:42:17,619 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 2 days, 4:05:53, time: 0.959, data_time: 0.333, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.3573 2020-07-26 01:42:30,850 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 2 days, 4:05:36, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.4757 2020-07-26 01:42:44,416 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 2 days, 4:05:20, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.4233 2020-07-26 01:42:58,254 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 2 days, 4:05:05, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7578, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.3709 2020-07-26 01:43:11,522 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 2 days, 4:04:48, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.4444 2020-07-26 01:43:23,804 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 2 days, 4:04:30, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.5388 2020-07-26 01:43:36,296 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 2 days, 4:04:11, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.5436 2020-07-26 01:43:48,938 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 2 days, 4:03:53, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.6007 2020-07-26 01:44:02,290 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 2 days, 4:03:37, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.5689 2020-07-26 01:44:15,199 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 2 days, 4:03:19, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.3609 2020-07-26 01:44:29,225 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 2 days, 4:03:05, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7734, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.3802 2020-07-26 01:44:41,345 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 2 days, 4:02:45, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.6386 2020-07-26 01:44:53,728 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 2 days, 4:02:27, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.6862 2020-07-26 01:45:07,151 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 2 days, 4:02:11, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7695, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.6154 2020-07-26 01:45:20,706 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 2 days, 4:01:55, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.7352 2020-07-26 01:45:34,136 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 2 days, 4:01:38, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.5452 2020-07-26 01:45:47,210 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 2 days, 4:01:21, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.5321 2020-07-26 01:45:59,623 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 2 days, 4:01:03, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7773, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.5154 2020-07-26 01:46:12,010 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 2 days, 4:00:44, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0487, loss: 2.0487, grad_norm: 5.5860 2020-07-26 01:46:25,659 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 2 days, 4:00:29, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.6385 2020-07-26 01:46:38,687 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 2 days, 4:00:11, time: 0.650, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.8216 2020-07-26 01:46:51,041 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 2 days, 3:59:53, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.6241 2020-07-26 01:47:03,999 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 2 days, 3:59:35, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.6748 2020-07-26 01:47:17,425 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 2 days, 3:59:19, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.6324 2020-07-26 01:47:31,037 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 2 days, 3:59:03, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.6118 2020-07-26 01:47:43,942 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 2 days, 3:58:46, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1447, loss: 2.1447, grad_norm: 5.8904 2020-07-26 01:47:56,920 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 2 days, 3:58:29, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7641, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.7419 2020-07-26 01:48:09,242 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 2 days, 3:58:10, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.4782 2020-07-26 01:48:21,996 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 2 days, 3:57:52, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.5713 2020-07-26 01:48:34,833 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 2 days, 3:57:35, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.7693 2020-07-26 01:48:47,957 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 2 days, 3:57:18, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.3787 2020-07-26 01:49:00,466 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 2 days, 3:57:00, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.6340 2020-07-26 01:49:13,569 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 2 days, 3:56:43, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.8085 2020-07-26 01:49:25,908 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 2 days, 3:56:24, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.5386 2020-07-26 01:49:38,369 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 2 days, 3:56:06, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.5753 2020-07-26 01:49:52,368 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 2 days, 3:55:51, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7789, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.4976 2020-07-26 01:50:04,806 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 2 days, 3:55:32, time: 0.620, data_time: 0.009, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7531, loss_cls: 2.0419, loss: 2.0419, grad_norm: 5.6651 2020-07-26 01:50:17,880 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 2 days, 3:55:15, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7516, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.6266 2020-07-26 01:50:30,241 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 2 days, 3:54:57, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9869, loss: 1.9869, grad_norm: 5.5047 2020-07-26 01:50:44,276 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 2 days, 3:54:42, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.5957 2020-07-26 01:50:56,597 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 2 days, 3:54:23, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0544, loss: 2.0544, grad_norm: 5.6092 2020-07-26 01:51:10,050 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 2 days, 3:54:07, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.6425 2020-07-26 01:51:22,445 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 2 days, 3:53:48, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.5483 2020-07-26 01:51:34,711 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 2 days, 3:53:30, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.7059 2020-07-26 01:51:47,857 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 2 days, 3:53:13, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.7389 2020-07-26 01:52:00,717 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 2 days, 3:52:55, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.4404 2020-07-26 01:52:13,957 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 2 days, 3:52:39, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1343, loss: 2.1343, grad_norm: 5.5576 2020-07-26 01:52:26,322 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 2 days, 3:52:20, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5165 2020-07-26 01:52:39,615 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 2 days, 3:52:04, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.6297 2020-07-26 01:52:52,505 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 2 days, 3:51:46, time: 0.648, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9600, loss: 1.9600, grad_norm: 5.6324 2020-07-26 01:53:05,565 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 2 days, 3:51:29, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.6343 2020-07-26 01:53:18,035 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 2 days, 3:51:11, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.5322 2020-07-26 01:53:30,489 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 2 days, 3:50:53, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.6371 2020-07-26 01:53:43,426 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 2 days, 3:50:35, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7234, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.5914 2020-07-26 01:53:55,918 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 2 days, 3:50:17, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.5180 2020-07-26 01:54:08,707 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 2 days, 3:49:59, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7539, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.6071 2020-07-26 01:54:21,683 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 2 days, 3:49:42, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.6496 2020-07-26 01:54:35,083 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 2 days, 3:49:26, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.4996 2020-07-26 01:54:48,059 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 2 days, 3:49:09, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.6185 2020-07-26 01:55:01,034 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 2 days, 3:48:52, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.4961 2020-07-26 01:55:13,492 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 2 days, 3:48:33, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.5945 2020-07-26 01:55:26,419 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 2 days, 3:48:16, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0398, loss: 2.0398, grad_norm: 5.5144 2020-07-26 01:55:39,271 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 2 days, 3:47:58, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.6483 2020-07-26 01:55:51,509 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 2 days, 3:47:40, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.6490 2020-07-26 01:56:05,055 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 2 days, 3:47:24, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.6700 2020-07-26 01:56:17,347 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 2 days, 3:47:05, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7859, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.5741 2020-07-26 01:56:30,430 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 2 days, 3:46:48, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.6593 2020-07-26 01:56:43,439 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 2 days, 3:46:31, time: 0.654, data_time: 0.009, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9879, loss: 1.9879, grad_norm: 5.5247 2020-07-26 01:56:56,997 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 2 days, 3:46:15, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.6370 2020-07-26 01:57:09,717 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 2 days, 3:45:58, time: 0.637, data_time: 0.003, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.5418 2020-07-26 01:57:22,254 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 2 days, 3:45:39, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.6337 2020-07-26 01:57:35,129 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 2 days, 3:45:22, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.6116 2020-07-26 01:57:47,654 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 2 days, 3:45:04, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0178, loss: 2.0178, grad_norm: 5.5860 2020-07-26 01:58:01,221 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 2 days, 3:44:48, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.5975 2020-07-26 01:58:15,656 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 2 days, 3:44:34, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.0210, loss: 2.0210, grad_norm: 5.4111 2020-07-26 01:58:28,032 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 2 days, 3:44:16, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.5814 2020-07-26 01:58:41,564 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 2 days, 3:44:00, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9921, loss: 1.9921, grad_norm: 5.6322 2020-07-26 01:58:54,082 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 2 days, 3:43:42, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.7746 2020-07-26 01:59:06,931 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 2 days, 3:43:24, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.7375 2020-07-26 01:59:20,915 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 2 days, 3:43:09, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.5560 2020-07-26 01:59:34,121 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 2 days, 3:42:53, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.8050 2020-07-26 01:59:46,376 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 2 days, 3:42:34, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.5190 2020-07-26 01:59:59,996 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 2 days, 3:42:18, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7758, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.6359 2020-07-26 02:00:15,184 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 2 days, 3:42:06, time: 0.752, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.6591 2020-07-26 02:00:28,541 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 2 days, 3:41:50, time: 0.676, data_time: 0.024, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7937, loss_cls: 1.8812, loss: 1.8812, grad_norm: 5.4091 2020-07-26 02:00:40,805 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 2 days, 3:41:31, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.5690 2020-07-26 02:00:55,176 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 2 days, 3:41:17, time: 0.718, data_time: 0.002, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0901, loss: 2.0901, grad_norm: 5.6412 2020-07-26 02:01:09,279 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 2 days, 3:41:02, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7492, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.7786 2020-07-26 02:01:21,964 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 2 days, 3:40:45, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.6470 2020-07-26 02:01:35,079 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 2 days, 3:40:28, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.6747 2020-07-26 02:01:48,085 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 2 days, 3:40:11, time: 0.654, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.5529 2020-07-26 02:02:00,454 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 2 days, 3:39:52, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.6378 2020-07-26 02:02:13,137 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 2 days, 3:39:34, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7758, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.8295 2020-07-26 02:02:26,623 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 2 days, 3:39:18, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.7330 2020-07-26 02:02:38,866 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 2 days, 3:39:00, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7828, loss_cls: 1.9028, loss: 1.9028, grad_norm: 5.4681 2020-07-26 02:02:52,371 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 2 days, 3:38:44, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.8842 2020-07-26 02:03:04,767 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 2 days, 3:38:25, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.8002 2020-07-26 02:03:17,218 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 2 days, 3:38:07, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.6805 2020-07-26 02:03:29,819 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 2 days, 3:37:49, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7789, loss_cls: 1.9200, loss: 1.9200, grad_norm: 5.5164 2020-07-26 02:03:43,344 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 2 days, 3:37:33, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.5427 2020-07-26 02:03:55,666 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 2 days, 3:37:14, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.5829 2020-07-26 02:04:08,187 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 2 days, 3:36:56, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.7353 2020-07-26 02:04:20,900 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 2 days, 3:36:39, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.6748 2020-07-26 02:04:33,932 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 2 days, 3:36:22, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.7312 2020-07-26 02:04:46,529 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 2 days, 3:36:04, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.6257 2020-07-26 02:04:59,184 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 2 days, 3:35:46, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.5023 2020-07-26 02:05:13,408 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 2 days, 3:35:31, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.6943 2020-07-26 02:05:25,685 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 2 days, 3:35:13, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.8470 2020-07-26 02:05:38,722 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 2 days, 3:34:56, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.5746 2020-07-26 02:05:52,252 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 2 days, 3:34:40, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7562, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.7339 2020-07-26 02:06:04,569 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 2 days, 3:34:21, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.6070 2020-07-26 02:06:17,287 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 2 days, 3:34:04, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.7119 2020-07-26 02:06:29,971 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 2 days, 3:33:46, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.6389 2020-07-26 02:06:42,790 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 2 days, 3:33:29, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7219, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.6564 2020-07-26 02:06:56,473 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 2 days, 3:33:13, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.4053 2020-07-26 02:07:09,100 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 2 days, 3:32:55, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.8976, loss: 1.8976, grad_norm: 5.3591 2020-07-26 02:07:22,885 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 2 days, 3:32:40, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.7564 2020-07-26 02:07:35,988 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 2 days, 3:32:23, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.7660 2020-07-26 02:07:48,352 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 2 days, 3:32:04, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.6776 2020-07-26 02:08:01,860 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 2 days, 3:31:49, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.4898 2020-07-26 02:08:14,338 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 2 days, 3:31:30, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7586, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.7344 2020-07-26 02:08:27,664 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 2 days, 3:31:14, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.6594 2020-07-26 02:08:40,030 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 2 days, 3:30:56, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.8575 2020-07-26 02:08:52,679 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 2 days, 3:30:38, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.8903 2020-07-26 02:09:05,434 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 2 days, 3:30:20, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.6107 2020-07-26 02:09:18,285 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 2 days, 3:30:03, time: 0.645, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.6184 2020-07-26 02:09:31,399 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 2 days, 3:29:46, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7484, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.6008 2020-07-26 02:09:44,838 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 2 days, 3:29:30, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.6677 2020-07-26 02:09:58,373 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 2 days, 3:29:14, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.6078 2020-07-26 02:10:11,181 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 2 days, 3:28:57, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.7176 2020-07-26 02:10:24,220 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 2 days, 3:28:40, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7586, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.7004 2020-07-26 02:10:36,795 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 2 days, 3:28:22, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.3987 2020-07-26 02:10:50,341 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 2 days, 3:28:06, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7484, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.5509 2020-07-26 02:11:04,000 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 2 days, 3:27:50, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.5861 2020-07-26 02:11:16,391 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 2 days, 3:27:32, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7461, loss_cls: 2.1172, loss: 2.1172, grad_norm: 5.7610 2020-07-26 02:11:29,849 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 2 days, 3:27:16, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7633, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.6419 2020-07-26 02:11:42,664 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 2 days, 3:26:59, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.5827 2020-07-26 02:11:56,219 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 2 days, 3:26:43, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7633, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.7109 2020-07-26 02:12:09,416 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 2 days, 3:26:26, time: 0.660, data_time: 0.001, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0260, loss: 2.0260, grad_norm: 5.7023 2020-07-26 02:12:23,101 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 2 days, 3:26:11, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.4634 2020-07-26 02:12:35,738 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 2 days, 3:25:53, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.5404 2020-07-26 02:12:50,511 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 2 days, 3:25:40, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.7450 2020-07-26 02:13:02,797 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 2 days, 3:25:21, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7727, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.4684 2020-07-26 02:13:15,859 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 2 days, 3:25:04, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.6685 2020-07-26 02:13:30,090 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 2 days, 3:24:50, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7211, loss_cls: 2.2508, loss: 2.2508, grad_norm: 5.7556 2020-07-26 02:13:43,156 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 2 days, 3:24:33, time: 0.652, data_time: 0.011, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.5913 2020-07-26 02:13:56,583 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 2 days, 3:24:17, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.6969 2020-07-26 02:14:09,544 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 2 days, 3:24:00, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.6277 2020-07-26 02:14:23,062 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 2 days, 3:23:45, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.5118 2020-07-26 02:14:35,338 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 2 days, 3:23:26, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.6040 2020-07-26 02:14:48,922 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 2 days, 3:23:10, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9318, loss: 1.9318, grad_norm: 5.3656 2020-07-26 02:15:03,571 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 2 days, 3:22:57, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1349, loss: 2.1349, grad_norm: 5.4556 2020-07-26 02:15:15,820 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 2 days, 3:22:38, time: 0.612, data_time: 0.002, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.6179 2020-07-26 02:15:28,413 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 2 days, 3:22:20, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.8395 2020-07-26 02:15:41,291 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 2 days, 3:22:03, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1560, loss: 2.1560, grad_norm: 5.7912 2020-07-26 02:15:54,666 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 2 days, 3:21:47, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.6334 2020-07-26 02:16:07,915 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 2 days, 3:21:30, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.5761 2020-07-26 02:16:21,964 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 2 days, 3:21:16, time: 0.700, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.8020 2020-07-26 02:16:34,740 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 2 days, 3:20:58, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7500, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.7103 2020-07-26 02:16:47,482 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 2 days, 3:20:41, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.7073 2020-07-26 02:17:00,811 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 2 days, 3:20:25, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7914, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.6492 2020-07-26 02:17:13,547 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 2 days, 3:20:07, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.7178 2020-07-26 02:17:27,609 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 2 days, 3:19:52, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.5896 2020-07-26 02:17:41,454 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 2 days, 3:19:37, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.6957 2020-07-26 02:17:53,769 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 2 days, 3:19:19, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7445, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.5256 2020-07-26 02:18:07,353 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 2 days, 3:19:03, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.7017 2020-07-26 02:18:20,811 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 2 days, 3:18:47, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.6256 2020-07-26 02:18:33,298 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 2 days, 3:18:29, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1008, loss: 2.1008, grad_norm: 5.4919 2020-07-26 02:18:46,062 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 2 days, 3:18:11, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.5648 2020-07-26 02:19:00,471 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 2 days, 3:17:58, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.5517 2020-07-26 02:19:14,168 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 2 days, 3:17:42, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7555, loss_cls: 2.0137, loss: 2.0137, grad_norm: 5.4299 2020-07-26 02:19:27,676 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 2 days, 3:17:26, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9849, loss: 1.9849, grad_norm: 5.5224 2020-07-26 02:19:40,048 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 2 days, 3:17:08, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.6622 2020-07-26 02:19:54,137 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 2 days, 3:16:53, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.6412 2020-07-26 02:20:07,328 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 2 days, 3:16:37, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.6314 2020-07-26 02:20:20,357 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 2 days, 3:16:20, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.1272, loss: 2.1272, grad_norm: 5.7324 2020-07-26 02:20:33,600 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 2 days, 3:16:04, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.7858 2020-07-26 02:20:46,994 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 2 days, 3:15:47, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.6285 2020-07-26 02:21:00,585 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 2 days, 3:15:32, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.6530 2020-07-26 02:21:14,564 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 2 days, 3:15:17, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.5589 2020-07-26 02:21:27,848 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 2 days, 3:15:01, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.3987 2020-07-26 02:21:41,247 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 2 days, 3:14:45, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7586, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.4871 2020-07-26 02:21:53,894 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 2 days, 3:14:27, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.6357 2020-07-26 02:22:06,984 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 2 days, 3:14:10, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.6944 2020-07-26 02:22:21,272 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 2 days, 3:13:56, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.5300 2020-07-26 02:22:33,764 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 2 days, 3:13:38, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.7303 2020-07-26 02:22:47,279 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 2 days, 3:13:22, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.6631 2020-07-26 02:22:58,836 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-26 02:23:23,838 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 2 days, 3:12:48, time: 1.145, data_time: 0.536, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.6592 2020-07-26 02:23:37,031 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 2 days, 3:12:32, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.5120 2020-07-26 02:23:50,199 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 2 days, 3:12:15, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.6788 2020-07-26 02:24:02,437 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 2 days, 3:11:57, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.4783 2020-07-26 02:24:16,413 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 2 days, 3:11:42, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.5445 2020-07-26 02:24:29,428 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 2 days, 3:11:25, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7492, loss_cls: 2.0614, loss: 2.0614, grad_norm: 5.5106 2020-07-26 02:24:43,863 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 2 days, 3:11:11, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.4079 2020-07-26 02:24:57,919 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 2 days, 3:10:57, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.7652 2020-07-26 02:25:10,703 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 2 days, 3:10:39, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.6567 2020-07-26 02:25:24,341 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 2 days, 3:10:24, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7758, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.6764 2020-07-26 02:25:36,959 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 2 days, 3:10:06, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.6552 2020-07-26 02:25:50,495 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 2 days, 3:09:50, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.6545 2020-07-26 02:26:03,280 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 2 days, 3:09:33, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7891, loss_cls: 1.8866, loss: 1.8866, grad_norm: 5.3813 2020-07-26 02:26:16,194 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 2 days, 3:09:15, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.7697 2020-07-26 02:26:30,255 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 2 days, 3:09:01, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7711, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.5855 2020-07-26 02:26:43,003 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 2 days, 3:08:43, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.6605 2020-07-26 02:26:56,108 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 2 days, 3:08:27, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7523, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.5710 2020-07-26 02:27:10,456 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 2 days, 3:08:13, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7742, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.5092 2020-07-26 02:27:23,376 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 2 days, 3:07:56, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.4435 2020-07-26 02:27:36,529 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 2 days, 3:07:39, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.6245 2020-07-26 02:27:52,021 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 2 days, 3:07:27, time: 0.771, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.7035 2020-07-26 02:28:04,570 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 2 days, 3:07:10, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7711, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.6235 2020-07-26 02:28:20,031 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 2 days, 3:06:58, time: 0.771, data_time: 0.004, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.6492 2020-07-26 02:28:32,392 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 2 days, 3:06:40, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.8438 2020-07-26 02:28:46,175 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 2 days, 3:06:25, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.6148 2020-07-26 02:28:58,861 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 2 days, 3:06:07, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.5177 2020-07-26 02:29:12,015 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 2 days, 3:05:50, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.5903 2020-07-26 02:29:25,142 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 2 days, 3:05:34, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.6250 2020-07-26 02:29:38,676 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 2 days, 3:05:18, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.6845 2020-07-26 02:29:52,705 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 2 days, 3:05:04, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7469, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.5855 2020-07-26 02:30:06,966 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 2 days, 3:04:49, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.4032 2020-07-26 02:30:19,240 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 2 days, 3:04:31, time: 0.614, data_time: 0.002, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.7508 2020-07-26 02:30:32,705 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 2 days, 3:04:15, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.7043 2020-07-26 02:30:46,605 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 2 days, 3:04:00, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.4857 2020-07-26 02:31:00,027 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 2 days, 3:03:44, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7578, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.5991 2020-07-26 02:31:12,925 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 2 days, 3:03:27, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7633, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.5744 2020-07-26 02:31:26,825 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 2 days, 3:03:12, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 2.0734, loss: 2.0734, grad_norm: 5.6318 2020-07-26 02:31:41,398 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 2 days, 3:02:59, time: 0.736, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.3826 2020-07-26 02:31:53,915 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 2 days, 3:02:40, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9920, loss: 1.9920, grad_norm: 5.7184 2020-07-26 02:32:07,682 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 2 days, 3:02:25, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.6433 2020-07-26 02:32:21,025 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 2 days, 3:02:09, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.6522 2020-07-26 02:32:35,197 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 2 days, 3:01:55, time: 0.710, data_time: 0.004, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7586, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.6820 2020-07-26 02:32:49,256 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 2 days, 3:01:40, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.7101 2020-07-26 02:33:02,341 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 2 days, 3:01:24, time: 0.655, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.7314 2020-07-26 02:33:15,816 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 2 days, 3:01:08, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.6038 2020-07-26 02:33:29,858 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 2 days, 3:00:53, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.8985 2020-07-26 02:33:44,755 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 2 days, 3:00:40, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.7661 2020-07-26 02:33:57,064 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 2 days, 3:00:22, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7688, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.6634 2020-07-26 02:34:10,768 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 2 days, 3:00:06, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.6234 2020-07-26 02:34:24,305 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 2 days, 2:59:51, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.6183 2020-07-26 02:34:38,444 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 2 days, 2:59:36, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.5280 2020-07-26 02:34:51,178 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 2 days, 2:59:19, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7930, loss_cls: 1.9143, loss: 1.9143, grad_norm: 5.5955 2020-07-26 02:35:04,241 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 2 days, 2:59:02, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.6819 2020-07-26 02:35:17,675 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 2 days, 2:58:46, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7695, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.6052 2020-07-26 02:35:32,678 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 2 days, 2:58:34, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.7010 2020-07-26 02:35:46,287 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 2 days, 2:58:18, time: 0.685, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.6415 2020-07-26 02:36:00,232 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 2 days, 2:58:03, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1168, loss: 2.1168, grad_norm: 5.6527 2020-07-26 02:36:12,735 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 2 days, 2:57:45, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.7488 2020-07-26 02:36:26,194 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 2 days, 2:57:29, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.6690 2020-07-26 02:36:40,044 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 2 days, 2:57:15, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.7412 2020-07-26 02:36:53,062 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 2 days, 2:56:58, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1493, loss: 2.1493, grad_norm: 5.9560 2020-07-26 02:37:07,070 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 2 days, 2:56:43, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.6755 2020-07-26 02:37:22,249 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 2 days, 2:56:31, time: 0.757, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.6336 2020-07-26 02:37:34,918 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 2 days, 2:56:13, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.8718 2020-07-26 02:37:49,284 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 2 days, 2:55:59, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.6959 2020-07-26 02:38:02,822 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 2 days, 2:55:44, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 1.9843, loss: 1.9843, grad_norm: 5.4332 2020-07-26 02:38:18,127 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 2 days, 2:55:32, time: 0.762, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0110, loss: 2.0110, grad_norm: 5.4297 2020-07-26 02:38:30,505 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 2 days, 2:55:14, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.6456 2020-07-26 02:38:43,971 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 2 days, 2:54:58, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.4958 2020-07-26 02:38:57,250 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 2 days, 2:54:41, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.5621 2020-07-26 02:39:10,822 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 2 days, 2:54:26, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.6922 2020-07-26 02:39:24,302 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 2 days, 2:54:10, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.6672 2020-07-26 02:39:38,266 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 2 days, 2:53:55, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.6835 2020-07-26 02:39:51,850 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 2 days, 2:53:40, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.5907 2020-07-26 02:40:04,864 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 2 days, 2:53:23, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.0904, loss: 2.0904, grad_norm: 5.6888 2020-07-26 02:40:19,131 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 2 days, 2:53:09, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.5994 2020-07-26 02:40:31,471 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 2 days, 2:52:50, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.5815 2020-07-26 02:40:46,348 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 2 days, 2:52:38, time: 0.747, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 1.9835, loss: 1.9835, grad_norm: 5.4400 2020-07-26 02:41:00,487 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 2 days, 2:52:23, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.6836 2020-07-26 02:41:13,957 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 2 days, 2:52:07, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7602, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.5482 2020-07-26 02:41:27,754 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 2 days, 2:51:52, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.5931 2020-07-26 02:41:40,973 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 2 days, 2:51:36, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.6734 2020-07-26 02:41:54,450 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 2 days, 2:51:20, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.6186 2020-07-26 02:42:08,001 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 2 days, 2:51:04, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.8367 2020-07-26 02:42:21,999 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 2 days, 2:50:50, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.7131 2020-07-26 02:42:36,763 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 2 days, 2:50:37, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.6653 2020-07-26 02:42:49,398 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 2 days, 2:50:19, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.6977 2020-07-26 02:43:02,635 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 2 days, 2:50:03, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.7589 2020-07-26 02:43:16,834 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 2 days, 2:49:48, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.6735 2020-07-26 02:43:30,965 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 2 days, 2:49:34, time: 0.713, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7602, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.6237 2020-07-26 02:43:44,467 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 2 days, 2:49:18, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.6753 2020-07-26 02:43:57,194 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 2 days, 2:49:01, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.2950 2020-07-26 02:44:11,978 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 2 days, 2:48:48, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.4096 2020-07-26 02:44:25,391 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 2 days, 2:48:32, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.3900 2020-07-26 02:44:39,209 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 2 days, 2:48:17, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7766, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.4883 2020-07-26 02:44:53,250 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 2 days, 2:48:02, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.5244 2020-07-26 02:45:06,985 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 2 days, 2:47:47, time: 0.685, data_time: 0.009, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.9413, loss: 1.9413, grad_norm: 5.4826 2020-07-26 02:45:20,369 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 2 days, 2:47:31, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7711, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.4615 2020-07-26 02:45:34,295 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 2 days, 2:47:16, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.6782 2020-07-26 02:45:47,319 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 2 days, 2:46:59, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7453, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.5675 2020-07-26 02:46:01,868 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 2 days, 2:46:46, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.5362 2020-07-26 02:46:15,845 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 2 days, 2:46:31, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.6143 2020-07-26 02:46:29,073 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 2 days, 2:46:15, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.7333 2020-07-26 02:46:42,552 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 2 days, 2:45:59, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.5376 2020-07-26 02:46:56,082 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 2 days, 2:45:43, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.7144 2020-07-26 02:47:09,568 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 2 days, 2:45:27, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.4463 2020-07-26 02:47:23,315 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 2 days, 2:45:12, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.5848 2020-07-26 02:47:36,109 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 2 days, 2:44:55, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0360, loss: 2.0360, grad_norm: 5.5700 2020-07-26 02:47:49,547 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 2 days, 2:44:39, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.0859, loss: 2.0859, grad_norm: 5.5503 2020-07-26 02:48:04,402 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 2 days, 2:44:26, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.6093 2020-07-26 02:48:18,882 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 2 days, 2:44:12, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.5903 2020-07-26 02:48:31,747 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 2 days, 2:43:55, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.6886 2020-07-26 02:48:45,379 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 2 days, 2:43:40, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.6189 2020-07-26 02:48:58,128 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 2 days, 2:43:22, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.6377 2020-07-26 02:49:11,230 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 2 days, 2:43:06, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.4210 2020-07-26 02:49:24,988 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 2 days, 2:42:51, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.5782 2020-07-26 02:49:39,318 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 2 days, 2:42:37, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.7380 2020-07-26 02:49:53,001 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 2 days, 2:42:21, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.5874 2020-07-26 02:50:06,557 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 2 days, 2:42:06, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.6873 2020-07-26 02:50:19,602 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 2 days, 2:41:49, time: 0.653, data_time: 0.002, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.4811 2020-07-26 02:50:34,213 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 2 days, 2:41:36, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.1050, loss: 2.1050, grad_norm: 5.6148 2020-07-26 02:50:47,647 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 2 days, 2:41:20, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.6644 2020-07-26 02:51:00,888 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 2 days, 2:41:03, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.6256 2020-07-26 02:51:13,855 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 2 days, 2:40:47, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7523, loss_cls: 2.0665, loss: 2.0665, grad_norm: 5.5368 2020-07-26 02:51:27,119 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 2 days, 2:40:30, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.7884 2020-07-26 02:51:41,175 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 2 days, 2:40:16, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.6229 2020-07-26 02:51:54,776 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 2 days, 2:40:00, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.5645 2020-07-26 02:52:08,643 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 2 days, 2:39:45, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.5291 2020-07-26 02:52:22,414 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 2 days, 2:39:30, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6313 2020-07-26 02:52:35,830 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 2 days, 2:39:14, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.6370 2020-07-26 02:52:49,480 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 2 days, 2:38:59, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.4860 2020-07-26 02:53:03,928 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 2 days, 2:38:45, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7633, loss_cls: 1.9945, loss: 1.9945, grad_norm: 5.4747 2020-07-26 02:53:17,900 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 2 days, 2:38:30, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.7109 2020-07-26 02:53:33,917 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 2 days, 2:38:20, time: 0.803, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.7511 2020-07-26 02:53:46,177 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 2 days, 2:38:02, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.6911 2020-07-26 02:54:00,968 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 2 days, 2:37:49, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1202, loss: 2.1202, grad_norm: 5.7154 2020-07-26 02:54:15,878 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 2 days, 2:37:36, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.6100 2020-07-26 02:54:29,235 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 2 days, 2:37:20, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.5872 2020-07-26 02:54:42,516 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 2 days, 2:37:04, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.6270 2020-07-26 02:54:56,502 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 2 days, 2:36:49, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7930, loss_cls: 1.9025, loss: 1.9025, grad_norm: 5.5009 2020-07-26 02:55:10,334 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 2 days, 2:36:34, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.7261 2020-07-26 02:55:24,370 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 2 days, 2:36:19, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.6201 2020-07-26 02:55:37,789 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 2 days, 2:36:03, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.4908 2020-07-26 02:55:50,855 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 2 days, 2:35:47, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.6194 2020-07-26 02:56:04,958 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 2 days, 2:35:32, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7617, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.5579 2020-07-26 02:56:19,344 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 2 days, 2:35:18, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.8713 2020-07-26 02:56:32,226 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 2 days, 2:35:01, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.8043 2020-07-26 02:56:45,667 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 2 days, 2:34:45, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.7587 2020-07-26 02:56:59,704 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 2 days, 2:34:31, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.6541 2020-07-26 02:57:14,693 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 2 days, 2:34:18, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.7521 2020-07-26 02:57:27,540 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 2 days, 2:34:01, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7633, loss_cls: 2.0997, loss: 2.0997, grad_norm: 5.5179 2020-07-26 02:57:41,373 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 2 days, 2:33:46, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.1080, loss: 2.1080, grad_norm: 5.7269 2020-07-26 02:57:54,123 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 2 days, 2:33:29, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.4882 2020-07-26 02:58:08,903 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 2 days, 2:33:16, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.5571 2020-07-26 02:58:21,415 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 2 days, 2:32:58, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.7927 2020-07-26 02:58:35,733 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 2 days, 2:32:44, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.6194 2020-07-26 02:58:48,244 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 2 days, 2:32:26, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.6106 2020-07-26 02:59:03,102 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 2 days, 2:32:13, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7508, loss_cls: 2.0811, loss: 2.0811, grad_norm: 5.5508 2020-07-26 02:59:16,761 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 2 days, 2:31:58, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.5993 2020-07-26 02:59:30,696 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 2 days, 2:31:43, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.4406 2020-07-26 02:59:46,358 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 2 days, 2:31:32, time: 0.786, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1248, loss: 2.1248, grad_norm: 5.5586 2020-07-26 02:59:58,851 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 2 days, 2:31:14, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9481, loss: 1.9481, grad_norm: 5.3176 2020-07-26 03:00:13,907 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 2 days, 2:31:02, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.5048 2020-07-26 03:00:26,719 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 2 days, 2:30:45, time: 0.641, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.6482 2020-07-26 03:00:40,298 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 2 days, 2:30:29, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.6246 2020-07-26 03:00:54,187 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 2 days, 2:30:14, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.7776 2020-07-26 03:01:08,426 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 2 days, 2:30:00, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.5166 2020-07-26 03:01:21,452 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 2 days, 2:29:43, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.5356 2020-07-26 03:01:35,351 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 2 days, 2:29:28, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.5355 2020-07-26 03:01:48,747 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 2 days, 2:29:12, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.5187 2020-07-26 03:02:03,067 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 2 days, 2:28:59, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7742, loss_cls: 1.9515, loss: 1.9515, grad_norm: 5.4112 2020-07-26 03:02:16,875 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 2 days, 2:28:43, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.6886 2020-07-26 03:02:30,681 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 2 days, 2:28:28, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.3830 2020-07-26 03:02:44,964 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 2 days, 2:28:14, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.5360 2020-07-26 03:02:58,952 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 2 days, 2:28:00, time: 0.697, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.4465 2020-07-26 03:03:12,153 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 2 days, 2:27:43, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.5912 2020-07-26 03:03:25,741 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 2 days, 2:27:28, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.1696, loss: 2.1696, grad_norm: 5.8593 2020-07-26 03:03:39,388 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 2 days, 2:27:12, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.5444 2020-07-26 03:03:52,697 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 2 days, 2:26:56, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.4942 2020-07-26 03:04:06,711 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 2 days, 2:26:42, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1906, loss: 2.1906, grad_norm: 5.5999 2020-07-26 03:04:20,239 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 2 days, 2:26:26, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.5389 2020-07-26 03:04:33,829 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 2 days, 2:26:10, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7781, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.6576 2020-07-26 03:04:47,137 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 2 days, 2:25:54, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.6909 2020-07-26 03:05:02,114 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 2 days, 2:25:42, time: 0.752, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.6868 2020-07-26 03:05:15,006 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 2 days, 2:25:25, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.5420 2020-07-26 03:05:28,435 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 2 days, 2:25:09, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.6560 2020-07-26 03:05:43,308 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 2 days, 2:24:56, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.7291 2020-07-26 03:05:54,448 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-26 03:06:19,456 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 2 days, 2:24:24, time: 1.173, data_time: 0.576, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7703, loss_cls: 2.0316, loss: 2.0316, grad_norm: 5.4972 2020-07-26 03:06:32,022 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 2 days, 2:24:06, time: 0.629, data_time: 0.004, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9563, loss: 1.9563, grad_norm: 5.5084 2020-07-26 03:06:44,501 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 2 days, 2:23:48, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.6786 2020-07-26 03:06:57,546 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 2 days, 2:23:32, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7484, loss_cls: 2.0558, loss: 2.0558, grad_norm: 5.6524 2020-07-26 03:07:12,209 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 2 days, 2:23:18, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.5581 2020-07-26 03:07:24,715 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 2 days, 2:23:01, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7438, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.6136 2020-07-26 03:07:38,558 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 2 days, 2:22:46, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.3786 2020-07-26 03:07:52,058 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 2 days, 2:22:30, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9305, loss: 1.9305, grad_norm: 5.7113 2020-07-26 03:08:05,214 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 2 days, 2:22:13, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7836, loss_cls: 1.9230, loss: 1.9230, grad_norm: 5.7736 2020-07-26 03:08:21,078 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 2 days, 2:22:03, time: 0.795, data_time: 0.006, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7859, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.6036 2020-07-26 03:08:33,457 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 2 days, 2:21:45, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.7553 2020-07-26 03:08:47,631 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 2 days, 2:21:30, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.0734, loss: 2.0734, grad_norm: 5.7689 2020-07-26 03:09:00,665 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 2 days, 2:21:14, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.6482 2020-07-26 03:09:13,580 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 2 days, 2:20:57, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.4554 2020-07-26 03:09:27,409 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 2 days, 2:20:42, time: 0.692, data_time: 0.002, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0267, loss: 2.0267, grad_norm: 5.6780 2020-07-26 03:09:40,582 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 2 days, 2:20:25, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0433, loss: 2.0433, grad_norm: 5.5845 2020-07-26 03:09:53,311 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 2 days, 2:20:08, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.5455 2020-07-26 03:10:06,987 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 2 days, 2:19:53, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.6024 2020-07-26 03:10:20,280 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 2 days, 2:19:37, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7680, loss_cls: 2.0112, loss: 2.0112, grad_norm: 5.6325 2020-07-26 03:10:34,266 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 2 days, 2:19:22, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.6955 2020-07-26 03:10:47,811 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 2 days, 2:19:06, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.7607 2020-07-26 03:11:00,760 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 2 days, 2:18:49, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.6509 2020-07-26 03:11:13,419 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 2 days, 2:18:32, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.6879 2020-07-26 03:11:26,877 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 2 days, 2:18:16, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.8283 2020-07-26 03:11:40,268 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 2 days, 2:18:00, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.4356 2020-07-26 03:11:53,883 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 2 days, 2:17:45, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.6491 2020-07-26 03:12:06,844 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 2 days, 2:17:28, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.7862 2020-07-26 03:12:21,135 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 2 days, 2:17:14, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.5517 2020-07-26 03:12:34,877 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 2 days, 2:16:59, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.7146 2020-07-26 03:12:49,343 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 2 days, 2:16:45, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7406, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.7033 2020-07-26 03:13:02,041 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 2 days, 2:16:28, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.6641 2020-07-26 03:13:15,425 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 2 days, 2:16:12, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.5347 2020-07-26 03:13:29,047 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 2 days, 2:15:56, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.6766 2020-07-26 03:13:41,896 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 2 days, 2:15:39, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7680, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.6293 2020-07-26 03:13:55,089 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 2 days, 2:15:23, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.4109 2020-07-26 03:14:08,914 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 2 days, 2:15:08, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.8675 2020-07-26 03:14:21,953 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 2 days, 2:14:51, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7641, loss_cls: 2.0830, loss: 2.0830, grad_norm: 5.6393 2020-07-26 03:14:35,730 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 2 days, 2:14:36, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 1.9421, loss: 1.9421, grad_norm: 5.3682 2020-07-26 03:14:48,986 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 2 days, 2:14:20, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0613, loss: 2.0613, grad_norm: 5.7867 2020-07-26 03:15:02,831 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 2 days, 2:14:05, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.7268 2020-07-26 03:15:15,511 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 2 days, 2:13:48, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7812, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.5657 2020-07-26 03:15:29,397 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 2 days, 2:13:33, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.5900 2020-07-26 03:15:42,457 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 2 days, 2:13:16, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.7367 2020-07-26 03:15:55,148 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 2 days, 2:12:59, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.7109 2020-07-26 03:16:09,316 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 2 days, 2:12:45, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.6992 2020-07-26 03:16:23,089 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 2 days, 2:12:29, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.7750 2020-07-26 03:16:35,647 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 2 days, 2:12:12, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.7389 2020-07-26 03:16:50,640 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 2 days, 2:11:59, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.5489 2020-07-26 03:17:03,380 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 2 days, 2:11:42, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.5932 2020-07-26 03:17:15,945 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 2 days, 2:11:24, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.4965 2020-07-26 03:17:29,850 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 2 days, 2:11:10, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.5148 2020-07-26 03:17:42,940 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 2 days, 2:10:53, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7703, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.4551 2020-07-26 03:17:55,983 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 2 days, 2:10:36, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.5787 2020-07-26 03:18:09,793 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 2 days, 2:10:21, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7734, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.6310 2020-07-26 03:18:22,596 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 2 days, 2:10:04, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.4675 2020-07-26 03:18:36,136 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 2 days, 2:09:49, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.5928 2020-07-26 03:18:48,439 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 2 days, 2:09:31, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.1582, loss: 2.1582, grad_norm: 5.5802 2020-07-26 03:19:01,460 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 2 days, 2:09:14, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.6112 2020-07-26 03:19:14,629 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 2 days, 2:08:58, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7414, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.4796 2020-07-26 03:19:28,216 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 2 days, 2:08:42, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.5513 2020-07-26 03:19:41,553 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 2 days, 2:08:26, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9659, loss: 1.9659, grad_norm: 5.4508 2020-07-26 03:19:54,998 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 2 days, 2:08:10, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.6907 2020-07-26 03:20:09,236 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 2 days, 2:07:56, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.5964 2020-07-26 03:20:21,645 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 2 days, 2:07:38, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.6491 2020-07-26 03:20:34,274 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 2 days, 2:07:21, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7789, loss_cls: 1.9735, loss: 1.9735, grad_norm: 5.5304 2020-07-26 03:20:48,334 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 2 days, 2:07:06, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.7512 2020-07-26 03:21:03,429 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 2 days, 2:06:54, time: 0.758, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.7393 2020-07-26 03:21:16,032 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 2 days, 2:06:36, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.7548 2020-07-26 03:21:28,721 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 2 days, 2:06:19, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.5696 2020-07-26 03:21:42,276 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 2 days, 2:06:03, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.7388 2020-07-26 03:21:55,733 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 2 days, 2:05:48, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.7249 2020-07-26 03:22:08,162 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 2 days, 2:05:30, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.7537 2020-07-26 03:22:20,909 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 2 days, 2:05:13, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.7566 2020-07-26 03:22:34,569 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 2 days, 2:04:57, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.5916 2020-07-26 03:22:48,343 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 2 days, 2:04:42, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.5157 2020-07-26 03:23:01,970 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 2 days, 2:04:27, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.7467 2020-07-26 03:23:15,110 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 2 days, 2:04:10, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.7351 2020-07-26 03:23:28,726 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 2 days, 2:03:55, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.8456 2020-07-26 03:23:41,888 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 2 days, 2:03:39, time: 0.660, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.6912 2020-07-26 03:23:54,642 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 2 days, 2:03:21, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.5752 2020-07-26 03:24:08,263 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 2 days, 2:03:06, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.6487 2020-07-26 03:24:20,737 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 2 days, 2:02:48, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.7753 2020-07-26 03:24:33,255 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 2 days, 2:02:31, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.5525 2020-07-26 03:24:48,243 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 2 days, 2:02:18, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.7508 2020-07-26 03:25:00,589 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 2 days, 2:02:00, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7727, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.6974 2020-07-26 03:25:13,993 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 2 days, 2:01:44, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.5424 2020-07-26 03:25:26,382 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 2 days, 2:01:26, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.5777 2020-07-26 03:25:39,776 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 2 days, 2:01:10, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.6354 2020-07-26 03:25:53,379 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 2 days, 2:00:55, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.6186 2020-07-26 03:26:06,447 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 2 days, 2:00:38, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.7536 2020-07-26 03:26:20,129 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 2 days, 2:00:23, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1152, loss: 2.1152, grad_norm: 5.7469 2020-07-26 03:26:33,132 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 2 days, 2:00:06, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.7561 2020-07-26 03:26:45,578 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 2 days, 1:59:49, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7594, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.6452 2020-07-26 03:26:59,352 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 2 days, 1:59:33, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.4691 2020-07-26 03:27:11,793 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 2 days, 1:59:16, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.4817 2020-07-26 03:27:25,402 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 2 days, 1:59:00, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9866, loss: 1.9866, grad_norm: 5.3558 2020-07-26 03:27:37,979 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 2 days, 1:58:43, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.6267 2020-07-26 03:27:51,155 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 2 days, 1:58:26, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.5281 2020-07-26 03:28:03,802 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 2 days, 1:58:09, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.5764 2020-07-26 03:28:16,673 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 2 days, 1:57:52, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.7138 2020-07-26 03:28:29,413 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 2 days, 1:57:35, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 1.9862, loss: 1.9862, grad_norm: 5.7162 2020-07-26 03:28:42,186 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 2 days, 1:57:18, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.6076 2020-07-26 03:28:54,869 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 2 days, 1:57:00, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.6762 2020-07-26 03:29:08,376 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 2 days, 1:56:45, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.8830 2020-07-26 03:29:21,101 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 2 days, 1:56:28, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.5058 2020-07-26 03:29:34,047 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 2 days, 1:56:11, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7602, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.4705 2020-07-26 03:29:46,864 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 2 days, 1:55:54, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.7860 2020-07-26 03:29:59,571 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 2 days, 1:55:36, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.6940 2020-07-26 03:30:12,750 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 2 days, 1:55:20, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.6524 2020-07-26 03:30:27,036 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 2 days, 1:55:06, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7680, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.5683 2020-07-26 03:30:39,331 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 2 days, 1:54:48, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.7302 2020-07-26 03:30:52,138 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 2 days, 1:54:31, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.7933 2020-07-26 03:31:04,693 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 2 days, 1:54:14, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.5474 2020-07-26 03:31:18,764 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 2 days, 1:53:59, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.6369 2020-07-26 03:31:32,400 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 2 days, 1:53:44, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0071, loss: 2.0071, grad_norm: 5.4488 2020-07-26 03:31:44,841 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 2 days, 1:53:26, time: 0.619, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.6048 2020-07-26 03:31:59,055 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 2 days, 1:53:12, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.5220 2020-07-26 03:32:11,834 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 2 days, 1:52:55, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7383, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.5235 2020-07-26 03:32:24,422 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 2 days, 1:52:37, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.4045 2020-07-26 03:32:37,673 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 2 days, 1:52:21, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.7086 2020-07-26 03:32:50,936 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 2 days, 1:52:05, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 1.9938, loss: 1.9938, grad_norm: 5.5389 2020-07-26 03:33:03,402 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 2 days, 1:51:47, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.5982 2020-07-26 03:33:15,991 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 2 days, 1:51:30, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.4948 2020-07-26 03:33:30,045 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 2 days, 1:51:15, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7805, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.5428 2020-07-26 03:33:42,957 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 2 days, 1:50:58, time: 0.642, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.6041 2020-07-26 03:33:56,946 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 2 days, 1:50:44, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.6275 2020-07-26 03:34:09,251 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 2 days, 1:50:26, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7750, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.4911 2020-07-26 03:34:21,888 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 2 days, 1:50:08, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9216, loss: 1.9216, grad_norm: 5.4657 2020-07-26 03:34:36,705 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 2 days, 1:49:55, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 1.9762, loss: 1.9762, grad_norm: 5.6723 2020-07-26 03:34:49,020 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 2 days, 1:49:38, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1545, loss: 2.1545, grad_norm: 5.8020 2020-07-26 03:35:02,481 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 2 days, 1:49:22, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.8186 2020-07-26 03:35:14,815 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 2 days, 1:49:04, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.5709 2020-07-26 03:35:28,283 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 2 days, 1:48:48, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.5720 2020-07-26 03:35:40,563 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 2 days, 1:48:30, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.5556 2020-07-26 03:35:54,159 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 2 days, 1:48:15, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.6553 2020-07-26 03:36:06,592 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 2 days, 1:47:57, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.7055 2020-07-26 03:36:20,057 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 2 days, 1:47:41, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4252 2020-07-26 03:36:33,116 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 2 days, 1:47:25, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.5870 2020-07-26 03:36:46,757 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 2 days, 1:47:09, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0793, loss: 2.0793, grad_norm: 5.6471 2020-07-26 03:36:59,546 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 2 days, 1:46:52, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.4370 2020-07-26 03:37:12,022 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 2 days, 1:46:35, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7531, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.4894 2020-07-26 03:37:25,607 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 2 days, 1:46:19, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.6545 2020-07-26 03:37:37,971 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 2 days, 1:46:01, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7695, loss_cls: 1.9674, loss: 1.9674, grad_norm: 5.4740 2020-07-26 03:37:50,477 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 2 days, 1:45:44, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.6841 2020-07-26 03:38:03,264 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 2 days, 1:45:27, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.5533 2020-07-26 03:38:15,882 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 2 days, 1:45:09, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.4344 2020-07-26 03:38:28,522 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 2 days, 1:44:52, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0130, loss: 2.0130, grad_norm: 5.5879 2020-07-26 03:38:43,051 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 2 days, 1:44:38, time: 0.729, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.5336 2020-07-26 03:38:55,957 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 2 days, 1:44:22, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.5501 2020-07-26 03:39:08,446 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 2 days, 1:44:04, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.5748 2020-07-26 03:39:22,350 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 2 days, 1:43:49, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7633, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.3969 2020-07-26 03:39:34,987 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 2 days, 1:43:32, time: 0.634, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7758, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.6840 2020-07-26 03:39:47,562 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 2 days, 1:43:14, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.7825 2020-07-26 03:40:01,083 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 2 days, 1:42:59, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.6560 2020-07-26 03:40:13,676 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 2 days, 1:42:41, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7570, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.8533 2020-07-26 03:40:26,453 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 2 days, 1:42:24, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.4682 2020-07-26 03:40:39,424 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 2 days, 1:42:08, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7594, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.7414 2020-07-26 03:40:51,881 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 2 days, 1:41:50, time: 0.625, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.5400 2020-07-26 03:41:05,064 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 2 days, 1:41:34, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.5766 2020-07-26 03:41:18,022 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 2 days, 1:41:17, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7641, loss_cls: 2.0270, loss: 2.0270, grad_norm: 5.7068 2020-07-26 03:41:30,665 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 2 days, 1:41:00, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7609, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.6719 2020-07-26 03:41:44,124 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 2 days, 1:40:44, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.6611 2020-07-26 03:41:57,125 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 2 days, 1:40:27, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0028, loss: 2.0028, grad_norm: 5.3050 2020-07-26 03:42:09,913 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 2 days, 1:40:10, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.5430 2020-07-26 03:42:23,310 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 2 days, 1:39:55, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.4626 2020-07-26 03:42:36,245 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 2 days, 1:39:38, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.0874, loss: 2.0874, grad_norm: 5.6373 2020-07-26 03:42:48,891 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 2 days, 1:39:21, time: 0.630, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7758, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.7119 2020-07-26 03:43:02,360 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 2 days, 1:39:05, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.8216 2020-07-26 03:43:14,850 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 2 days, 1:38:47, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.7226 2020-07-26 03:43:27,677 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 2 days, 1:38:30, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.7662 2020-07-26 03:43:41,014 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 2 days, 1:38:14, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.5144 2020-07-26 03:43:54,325 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 2 days, 1:37:59, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.5770 2020-07-26 03:44:06,767 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 2 days, 1:37:41, time: 0.619, data_time: 0.008, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7859, loss_cls: 1.9240, loss: 1.9240, grad_norm: 5.6004 2020-07-26 03:44:19,334 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 2 days, 1:37:23, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.5798 2020-07-26 03:44:31,725 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 2 days, 1:37:05, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.6541 2020-07-26 03:44:46,533 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 2 days, 1:36:53, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.7117 2020-07-26 03:44:59,971 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 2 days, 1:36:37, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.7521 2020-07-26 03:45:12,804 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 2 days, 1:36:20, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.5521 2020-07-26 03:45:25,134 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 2 days, 1:36:02, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7734, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.5105 2020-07-26 03:45:37,990 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 2 days, 1:35:45, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0386, loss: 2.0386, grad_norm: 5.6204 2020-07-26 03:45:51,273 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 2 days, 1:35:29, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.7108 2020-07-26 03:46:04,395 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 2 days, 1:35:13, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.8474 2020-07-26 03:46:16,993 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 2 days, 1:34:56, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0478, loss: 2.0478, grad_norm: 5.6794 2020-07-26 03:46:29,787 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 2 days, 1:34:39, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.6559 2020-07-26 03:46:42,479 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 2 days, 1:34:21, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7883, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.5034 2020-07-26 03:46:55,244 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 2 days, 1:34:04, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.6227 2020-07-26 03:47:07,842 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 2 days, 1:33:47, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.6330 2020-07-26 03:47:18,873 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-26 03:47:40,271 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 2 days, 1:33:09, time: 1.018, data_time: 0.407, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.3866 2020-07-26 03:47:52,722 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 2 days, 1:32:51, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1565, loss: 2.1565, grad_norm: 5.6317 2020-07-26 03:48:05,886 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 2 days, 1:32:35, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.4631 2020-07-26 03:48:18,219 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 2 days, 1:32:17, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.4114 2020-07-26 03:48:31,925 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 2 days, 1:32:02, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.4527 2020-07-26 03:48:44,352 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 2 days, 1:31:44, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9682, loss: 1.9682, grad_norm: 5.4434 2020-07-26 03:48:57,897 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 2 days, 1:31:29, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7680, loss_cls: 1.9138, loss: 1.9138, grad_norm: 5.3717 2020-07-26 03:49:10,175 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 2 days, 1:31:11, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.4844 2020-07-26 03:49:22,699 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 2 days, 1:30:53, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7977, loss_cls: 1.8549, loss: 1.8549, grad_norm: 5.3857 2020-07-26 03:49:36,127 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 2 days, 1:30:38, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.7436 2020-07-26 03:49:49,473 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 2 days, 1:30:22, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.7362 2020-07-26 03:50:01,919 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 2 days, 1:30:04, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0554, loss: 2.0554, grad_norm: 5.5381 2020-07-26 03:50:14,865 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 2 days, 1:29:47, time: 0.648, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7742, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.6029 2020-07-26 03:50:28,518 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 2 days, 1:29:32, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.6742 2020-07-26 03:50:41,473 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 2 days, 1:29:16, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.6032 2020-07-26 03:50:54,276 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 2 days, 1:28:59, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.5641 2020-07-26 03:51:06,504 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 2 days, 1:28:41, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7773, loss_cls: 1.9519, loss: 1.9519, grad_norm: 5.4669 2020-07-26 03:51:19,144 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 2 days, 1:28:23, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7750, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.6054 2020-07-26 03:51:32,600 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 2 days, 1:28:08, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.6372 2020-07-26 03:51:45,613 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 2 days, 1:27:51, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 1.9667, loss: 1.9667, grad_norm: 5.4766 2020-07-26 03:51:57,997 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 2 days, 1:27:33, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.6606 2020-07-26 03:52:10,622 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 2 days, 1:27:16, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7797, loss_cls: 1.9854, loss: 1.9854, grad_norm: 5.7708 2020-07-26 03:52:23,632 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 2 days, 1:26:59, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.6724 2020-07-26 03:52:37,068 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 2 days, 1:26:44, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.5922 2020-07-26 03:52:52,074 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 2 days, 1:26:31, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7742, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.7041 2020-07-26 03:53:04,198 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 2 days, 1:26:13, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.5165 2020-07-26 03:53:17,187 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 2 days, 1:25:56, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.5705 2020-07-26 03:53:30,059 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 2 days, 1:25:40, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.6634 2020-07-26 03:53:42,483 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 2 days, 1:25:22, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0739, loss: 2.0739, grad_norm: 5.7831 2020-07-26 03:53:56,607 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 2 days, 1:25:08, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7797, loss_cls: 2.0019, loss: 2.0019, grad_norm: 5.7059 2020-07-26 03:54:09,019 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 2 days, 1:24:50, time: 0.619, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.6003 2020-07-26 03:54:22,194 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 2 days, 1:24:34, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.6096 2020-07-26 03:54:34,592 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 2 days, 1:24:16, time: 0.619, data_time: 0.011, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.8245 2020-07-26 03:54:48,099 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 2 days, 1:24:01, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.7614 2020-07-26 03:55:00,456 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 2 days, 1:23:43, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9189, loss: 1.9189, grad_norm: 5.6325 2020-07-26 03:55:14,451 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 2 days, 1:23:28, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9539, loss: 1.9539, grad_norm: 5.5507 2020-07-26 03:55:28,595 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 2 days, 1:23:14, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7570, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.6848 2020-07-26 03:55:42,038 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 2 days, 1:22:59, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.7505 2020-07-26 03:55:54,239 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 2 days, 1:22:40, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.7266 2020-07-26 03:56:06,568 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 2 days, 1:22:23, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7648, loss_cls: 1.9249, loss: 1.9249, grad_norm: 5.4440 2020-07-26 03:56:20,163 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 2 days, 1:22:07, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.8538 2020-07-26 03:56:33,106 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 2 days, 1:21:51, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7672, loss_cls: 2.0049, loss: 2.0049, grad_norm: 5.8291 2020-07-26 03:56:45,858 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 2 days, 1:21:33, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.5250 2020-07-26 03:56:58,262 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 2 days, 1:21:16, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.6889 2020-07-26 03:57:10,892 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 2 days, 1:20:59, time: 0.631, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.5422 2020-07-26 03:57:24,309 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 2 days, 1:20:43, time: 0.671, data_time: 0.013, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.6091 2020-07-26 03:57:37,770 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 2 days, 1:20:27, time: 0.674, data_time: 0.003, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.5771 2020-07-26 03:57:50,393 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 2 days, 1:20:10, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.6177 2020-07-26 03:58:04,110 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 2 days, 1:19:55, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7648, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.8122 2020-07-26 03:58:16,658 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 2 days, 1:19:38, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0665, loss: 2.0665, grad_norm: 5.6749 2020-07-26 03:58:29,021 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 2 days, 1:19:20, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7828, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.5524 2020-07-26 03:58:42,623 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 2 days, 1:19:04, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.8106 2020-07-26 03:58:56,037 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 2 days, 1:18:49, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 1.9768, loss: 1.9768, grad_norm: 5.5552 2020-07-26 03:59:08,764 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 2 days, 1:18:32, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.6189 2020-07-26 03:59:21,973 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 2 days, 1:18:16, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7719, loss_cls: 1.9905, loss: 1.9905, grad_norm: 5.5442 2020-07-26 03:59:35,009 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 2 days, 1:17:59, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.5487 2020-07-26 03:59:47,336 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 2 days, 1:17:41, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.6116 2020-07-26 04:00:00,481 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 2 days, 1:17:25, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.5676 2020-07-26 04:00:15,772 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 2 days, 1:17:13, time: 0.763, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.6089 2020-07-26 04:00:28,566 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 2 days, 1:16:56, time: 0.641, data_time: 0.019, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7766, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.6809 2020-07-26 04:00:41,421 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 2 days, 1:16:40, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0929, loss: 2.0929, grad_norm: 5.7159 2020-07-26 04:00:53,818 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 2 days, 1:16:22, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.5888 2020-07-26 04:01:06,346 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 2 days, 1:16:05, time: 0.630, data_time: 0.010, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7531, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.5198 2020-07-26 04:01:18,977 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 2 days, 1:15:47, time: 0.629, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.6912 2020-07-26 04:01:31,610 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 2 days, 1:15:30, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.7699 2020-07-26 04:01:45,139 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 2 days, 1:15:15, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.7126 2020-07-26 04:01:57,405 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 2 days, 1:14:57, time: 0.616, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.5902 2020-07-26 04:02:10,590 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 2 days, 1:14:40, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.7147 2020-07-26 04:02:23,337 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 2 days, 1:14:24, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7609, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.7994 2020-07-26 04:02:37,173 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 2 days, 1:14:09, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7805, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.6726 2020-07-26 04:02:50,440 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 2 days, 1:13:53, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.8742 2020-07-26 04:03:03,179 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 2 days, 1:13:36, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.6248 2020-07-26 04:03:17,417 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 2 days, 1:13:22, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7398, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.6376 2020-07-26 04:03:29,840 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 2 days, 1:13:04, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 1.9438, loss: 1.9438, grad_norm: 5.5628 2020-07-26 04:03:42,093 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 2 days, 1:12:46, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7656, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.7790 2020-07-26 04:03:55,002 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 2 days, 1:12:29, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.5523 2020-07-26 04:04:07,684 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 2 days, 1:12:12, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9439, loss: 1.9439, grad_norm: 5.6001 2020-07-26 04:04:21,362 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 2 days, 1:11:57, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8389, loss: 1.8389, grad_norm: 5.3761 2020-07-26 04:04:34,982 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 2 days, 1:11:42, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.8453 2020-07-26 04:04:48,280 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 2 days, 1:11:26, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.7665 2020-07-26 04:05:00,535 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 2 days, 1:11:08, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.6520 2020-07-26 04:05:13,406 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 2 days, 1:10:51, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0317, loss: 2.0317, grad_norm: 5.7229 2020-07-26 04:05:25,740 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 2 days, 1:10:34, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.5319 2020-07-26 04:05:39,355 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 2 days, 1:10:18, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.6804 2020-07-26 04:05:51,844 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 2 days, 1:10:01, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.7000 2020-07-26 04:06:04,995 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 2 days, 1:09:45, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.6460 2020-07-26 04:06:17,386 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 2 days, 1:09:27, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.7508 2020-07-26 04:06:29,864 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 2 days, 1:09:10, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0827, loss: 2.0827, grad_norm: 5.7914 2020-07-26 04:06:43,464 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 2 days, 1:08:54, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.6167 2020-07-26 04:06:57,053 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 2 days, 1:08:39, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.5863 2020-07-26 04:07:09,288 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 2 days, 1:08:21, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.6189 2020-07-26 04:07:22,728 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 2 days, 1:08:05, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9785, loss: 1.9785, grad_norm: 5.7624 2020-07-26 04:07:35,085 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 2 days, 1:07:48, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.6844 2020-07-26 04:07:47,590 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 2 days, 1:07:30, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.6357 2020-07-26 04:08:01,123 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 2 days, 1:07:15, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9395, loss: 1.9395, grad_norm: 5.5755 2020-07-26 04:08:13,550 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 2 days, 1:06:57, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7680, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.6454 2020-07-26 04:08:26,118 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 2 days, 1:06:40, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.9233 2020-07-26 04:08:38,630 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 2 days, 1:06:23, time: 0.622, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.6735 2020-07-26 04:08:52,691 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 2 days, 1:06:08, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.6218 2020-07-26 04:09:04,893 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 2 days, 1:05:50, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.6029 2020-07-26 04:09:17,612 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 2 days, 1:05:33, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.5517 2020-07-26 04:09:31,320 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 2 days, 1:05:18, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7500, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.4677 2020-07-26 04:09:43,694 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 2 days, 1:05:01, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.7020 2020-07-26 04:09:56,058 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 2 days, 1:04:43, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.9763, loss: 1.9763, grad_norm: 5.6139 2020-07-26 04:10:09,501 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 2 days, 1:04:27, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.8384 2020-07-26 04:10:21,852 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 2 days, 1:04:09, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.7434 2020-07-26 04:10:34,403 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 2 days, 1:03:52, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.7507 2020-07-26 04:10:47,505 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 2 days, 1:03:36, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1803, loss: 2.1803, grad_norm: 5.8946 2020-07-26 04:10:59,908 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 2 days, 1:03:18, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7602, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.6784 2020-07-26 04:11:13,181 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 2 days, 1:03:02, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.5383 2020-07-26 04:11:26,168 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 2 days, 1:02:46, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.6901 2020-07-26 04:11:39,083 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 2 days, 1:02:29, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.7621 2020-07-26 04:11:52,435 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 2 days, 1:02:14, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.5912 2020-07-26 04:12:04,711 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 2 days, 1:01:56, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 1.9832, loss: 1.9832, grad_norm: 5.4512 2020-07-26 04:12:17,987 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 2 days, 1:01:40, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.7994 2020-07-26 04:12:30,624 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 2 days, 1:01:23, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9557, loss: 1.9557, grad_norm: 5.6217 2020-07-26 04:12:43,157 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 2 days, 1:01:05, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0598, loss: 2.0598, grad_norm: 5.5963 2020-07-26 04:12:55,935 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 2 days, 1:00:48, time: 0.637, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.9502 2020-07-26 04:13:08,948 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 2 days, 1:00:32, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.7498 2020-07-26 04:13:22,158 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 2 days, 1:00:16, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.5683 2020-07-26 04:13:34,454 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 2 days, 0:59:58, time: 0.616, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.7214 2020-07-26 04:13:47,921 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 2 days, 0:59:43, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.6758 2020-07-26 04:14:01,426 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 2 days, 0:59:27, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.7581 2020-07-26 04:14:15,060 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 2 days, 0:59:12, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.6585 2020-07-26 04:14:27,186 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 2 days, 0:58:54, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.8423 2020-07-26 04:14:39,868 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 2 days, 0:58:37, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7789, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.5686 2020-07-26 04:14:52,149 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 2 days, 0:58:19, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7523, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.8046 2020-07-26 04:15:06,382 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 2 days, 0:58:05, time: 0.711, data_time: 0.002, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.7455 2020-07-26 04:15:18,549 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 2 days, 0:57:47, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 2.0145, loss: 2.0145, grad_norm: 5.5051 2020-07-26 04:15:30,952 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 2 days, 0:57:30, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.5644 2020-07-26 04:15:43,462 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 2 days, 0:57:12, time: 0.622, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.6336 2020-07-26 04:15:55,953 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 2 days, 0:56:55, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.5488 2020-07-26 04:16:09,445 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 2 days, 0:56:39, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.6335 2020-07-26 04:16:21,717 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 2 days, 0:56:22, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.7166 2020-07-26 04:16:34,264 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 2 days, 0:56:04, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1660, loss: 2.1660, grad_norm: 5.7889 2020-07-26 04:16:46,821 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 2 days, 0:55:47, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.6498 2020-07-26 04:16:59,227 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 2 days, 0:55:29, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.4638 2020-07-26 04:17:11,916 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 2 days, 0:55:12, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7516, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.5284 2020-07-26 04:17:25,640 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 2 days, 0:54:57, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.7008 2020-07-26 04:17:38,046 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 2 days, 0:54:40, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7469, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.7643 2020-07-26 04:17:50,761 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 2 days, 0:54:23, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.6667 2020-07-26 04:18:04,793 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 2 days, 0:54:08, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7758, loss_cls: 1.9826, loss: 1.9826, grad_norm: 5.6346 2020-07-26 04:18:17,033 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 2 days, 0:53:50, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.6166 2020-07-26 04:18:29,464 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 2 days, 0:53:33, time: 0.625, data_time: 0.010, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.8011 2020-07-26 04:18:43,022 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 2 days, 0:53:18, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.7026 2020-07-26 04:18:55,425 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 2 days, 0:53:00, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.0287, loss: 2.0287, grad_norm: 5.6285 2020-07-26 04:19:08,092 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 2 days, 0:52:43, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.7628 2020-07-26 04:19:21,874 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 2 days, 0:52:28, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.6030 2020-07-26 04:19:34,562 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 2 days, 0:52:11, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7914, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.6017 2020-07-26 04:19:47,540 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 2 days, 0:51:55, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.7703 2020-07-26 04:20:01,348 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 2 days, 0:51:40, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.5188 2020-07-26 04:20:14,057 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 2 days, 0:51:23, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.8065 2020-07-26 04:20:26,548 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 2 days, 0:51:06, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7664, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.6065 2020-07-26 04:20:40,426 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 2 days, 0:50:51, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9639, loss: 1.9639, grad_norm: 5.5295 2020-07-26 04:20:53,138 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 2 days, 0:50:34, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.7231 2020-07-26 04:21:06,903 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 2 days, 0:50:19, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.6227 2020-07-26 04:21:19,293 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 2 days, 0:50:02, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.5111 2020-07-26 04:21:33,004 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 2 days, 0:49:47, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.4154 2020-07-26 04:21:45,341 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 2 days, 0:49:29, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.5699 2020-07-26 04:21:58,209 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 2 days, 0:49:12, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0734, loss: 2.0734, grad_norm: 5.7017 2020-07-26 04:22:11,161 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 2 days, 0:48:56, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.7781 2020-07-26 04:22:24,411 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 2 days, 0:48:40, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.4851 2020-07-26 04:22:37,031 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 2 days, 0:48:23, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.5219 2020-07-26 04:22:50,084 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 2 days, 0:48:07, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.5738 2020-07-26 04:23:04,206 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 2 days, 0:47:52, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.6162 2020-07-26 04:23:16,448 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 2 days, 0:47:35, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.6577 2020-07-26 04:23:29,550 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 2 days, 0:47:18, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.4415 2020-07-26 04:23:42,795 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 2 days, 0:47:02, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.7664 2020-07-26 04:23:55,823 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 2 days, 0:46:46, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7594, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.5348 2020-07-26 04:24:09,258 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 2 days, 0:46:31, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.6606 2020-07-26 04:24:22,479 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 2 days, 0:46:15, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.5347 2020-07-26 04:24:34,883 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 2 days, 0:45:57, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.6580 2020-07-26 04:24:48,902 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 2 days, 0:45:43, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0143, loss: 2.0143, grad_norm: 5.6399 2020-07-26 04:25:01,416 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 2 days, 0:45:25, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.9524 2020-07-26 04:25:13,974 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 2 days, 0:45:08, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.6669 2020-07-26 04:25:26,968 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 2 days, 0:44:52, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.6837 2020-07-26 04:25:40,621 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 2 days, 0:44:37, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0629, loss: 2.0629, grad_norm: 5.7735 2020-07-26 04:25:53,382 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 2 days, 0:44:20, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.7861 2020-07-26 04:26:07,007 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 2 days, 0:44:05, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.5564 2020-07-26 04:26:20,700 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 2 days, 0:43:50, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9795, loss: 1.9795, grad_norm: 5.5056 2020-07-26 04:26:33,773 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 2 days, 0:43:34, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.6098 2020-07-26 04:26:47,654 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 2 days, 0:43:19, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.7508 2020-07-26 04:27:00,321 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 2 days, 0:43:02, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.4743 2020-07-26 04:27:13,595 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 2 days, 0:42:46, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.4503 2020-07-26 04:27:26,957 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 2 days, 0:42:30, time: 0.670, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.6743 2020-07-26 04:27:40,484 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 2 days, 0:42:15, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.5819 2020-07-26 04:27:54,402 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 2 days, 0:42:01, time: 0.698, data_time: 0.011, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.6199 2020-07-26 04:28:05,419 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-26 04:28:30,165 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 2 days, 0:41:28, time: 1.147, data_time: 0.542, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7758, loss_cls: 2.0023, loss: 2.0023, grad_norm: 5.5845 2020-07-26 04:28:42,184 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 2 days, 0:41:10, time: 0.601, data_time: 0.004, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.4411 2020-07-26 04:28:55,032 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 2 days, 0:40:53, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 1.9932, loss: 1.9932, grad_norm: 5.7458 2020-07-26 04:29:08,279 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 2 days, 0:40:37, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 1.9089, loss: 1.9089, grad_norm: 5.5338 2020-07-26 04:29:21,052 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 2 days, 0:40:20, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.8268 2020-07-26 04:29:35,025 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 2 days, 0:40:06, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.0695, loss: 2.0695, grad_norm: 6.0009 2020-07-26 04:29:48,566 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 2 days, 0:39:51, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.8366 2020-07-26 04:30:02,043 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 2 days, 0:39:35, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.7162 2020-07-26 04:30:15,483 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 2 days, 0:39:20, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7758, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.8017 2020-07-26 04:30:28,782 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 2 days, 0:39:04, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.4794 2020-07-26 04:30:42,125 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 2 days, 0:38:48, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.5120 2020-07-26 04:30:55,901 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 2 days, 0:38:34, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.5877 2020-07-26 04:31:10,015 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 2 days, 0:38:19, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.6711 2020-07-26 04:31:23,983 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 2 days, 0:38:05, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.6654 2020-07-26 04:31:37,111 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 2 days, 0:37:49, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7508, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.6857 2020-07-26 04:31:51,122 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 2 days, 0:37:34, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7898, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.6460 2020-07-26 04:32:05,040 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 2 days, 0:37:20, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.4767 2020-07-26 04:32:19,019 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 2 days, 0:37:05, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7820, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.8060 2020-07-26 04:32:32,656 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 2 days, 0:36:50, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.6369 2020-07-26 04:32:45,214 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 2 days, 0:36:33, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.8885 2020-07-26 04:32:58,476 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 2 days, 0:36:17, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.8130 2020-07-26 04:33:11,344 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 2 days, 0:36:01, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.5925 2020-07-26 04:33:24,152 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 2 days, 0:35:44, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.5656 2020-07-26 04:33:37,268 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 2 days, 0:35:28, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.5582 2020-07-26 04:33:51,933 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 2 days, 0:35:15, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.5560 2020-07-26 04:34:04,794 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 2 days, 0:34:58, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.6431 2020-07-26 04:34:17,803 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 2 days, 0:34:42, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.7118 2020-07-26 04:34:31,875 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 2 days, 0:34:28, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7727, loss_cls: 2.0242, loss: 2.0242, grad_norm: 5.5962 2020-07-26 04:34:45,577 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 2 days, 0:34:13, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.5202 2020-07-26 04:34:58,387 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 2 days, 0:33:56, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7844, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.2813 2020-07-26 04:35:11,523 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 2 days, 0:33:40, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7695, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.6843 2020-07-26 04:35:26,387 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 2 days, 0:33:27, time: 0.743, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7688, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.7462 2020-07-26 04:35:39,108 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 2 days, 0:33:10, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.8096 2020-07-26 04:35:52,027 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 2 days, 0:32:54, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7758, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.4885 2020-07-26 04:36:05,615 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 2 days, 0:32:39, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.6527 2020-07-26 04:36:19,199 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 2 days, 0:32:23, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.5289 2020-07-26 04:36:33,435 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 2 days, 0:32:10, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7773, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.6763 2020-07-26 04:36:46,016 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 2 days, 0:31:52, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.6618 2020-07-26 04:36:59,328 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 2 days, 0:31:37, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.6559 2020-07-26 04:37:12,392 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 2 days, 0:31:21, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.8133 2020-07-26 04:37:25,896 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 2 days, 0:31:05, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7727, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.5470 2020-07-26 04:37:38,957 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 2 days, 0:30:49, time: 0.657, data_time: 0.012, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.5842 2020-07-26 04:37:53,582 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 2 days, 0:30:36, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7797, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.7688 2020-07-26 04:38:06,345 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 2 days, 0:30:19, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.7975 2020-07-26 04:38:20,078 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 2 days, 0:30:04, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6136 2020-07-26 04:38:33,068 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 2 days, 0:29:48, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 2.0714, loss: 2.0714, grad_norm: 5.7106 2020-07-26 04:38:47,899 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 2 days, 0:29:35, time: 0.739, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7727, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.7749 2020-07-26 04:39:01,201 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 2 days, 0:29:19, time: 0.667, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.5025 2020-07-26 04:39:13,978 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 2 days, 0:29:02, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1153, loss: 2.1153, grad_norm: 5.7364 2020-07-26 04:39:27,599 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 2 days, 0:28:47, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.6693 2020-07-26 04:39:40,781 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 2 days, 0:28:31, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.7103 2020-07-26 04:39:53,389 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 2 days, 0:28:14, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7656, loss_cls: 2.0011, loss: 2.0011, grad_norm: 5.5683 2020-07-26 04:40:07,968 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 2 days, 0:28:01, time: 0.726, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.5782 2020-07-26 04:40:21,359 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 2 days, 0:27:46, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.6962 2020-07-26 04:40:35,465 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 2 days, 0:27:31, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.6966 2020-07-26 04:40:48,455 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 2 days, 0:27:15, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.8976 2020-07-26 04:41:02,219 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 2 days, 0:27:00, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.6913 2020-07-26 04:41:15,479 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 2 days, 0:26:44, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.5532 2020-07-26 04:41:28,911 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 2 days, 0:26:29, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.6512 2020-07-26 04:41:42,027 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 2 days, 0:26:13, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.6028 2020-07-26 04:41:56,426 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 2 days, 0:25:59, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.8148 2020-07-26 04:42:09,036 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 2 days, 0:25:42, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9565, loss: 1.9565, grad_norm: 5.5829 2020-07-26 04:42:22,271 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 2 days, 0:25:26, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.6607 2020-07-26 04:42:36,251 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 2 days, 0:25:12, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.5414 2020-07-26 04:42:50,590 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 2 days, 0:24:58, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.7182 2020-07-26 04:43:02,954 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 2 days, 0:24:41, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.6907 2020-07-26 04:43:16,335 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 2 days, 0:24:25, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.5300 2020-07-26 04:43:29,556 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 2 days, 0:24:09, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1526, loss: 2.1526, grad_norm: 5.7558 2020-07-26 04:43:43,508 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 2 days, 0:23:55, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.5996 2020-07-26 04:43:57,001 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 2 days, 0:23:39, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.7255 2020-07-26 04:44:10,075 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 2 days, 0:23:23, time: 0.651, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.7009 2020-07-26 04:44:23,457 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 2 days, 0:23:08, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.6326 2020-07-26 04:44:36,373 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 2 days, 0:22:51, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.1044, loss: 2.1044, grad_norm: 5.7597 2020-07-26 04:44:50,029 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 2 days, 0:22:36, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.6102 2020-07-26 04:45:02,882 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 2 days, 0:22:20, time: 0.643, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7617, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.5536 2020-07-26 04:45:16,546 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 2 days, 0:22:05, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.8539 2020-07-26 04:45:29,856 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 2 days, 0:21:49, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.6941 2020-07-26 04:45:43,035 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 2 days, 0:21:33, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.4667 2020-07-26 04:45:56,636 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 2 days, 0:21:18, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.8046 2020-07-26 04:46:09,323 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 2 days, 0:21:01, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9727, loss: 1.9727, grad_norm: 5.5737 2020-07-26 04:46:24,209 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 2 days, 0:20:48, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7617, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.6857 2020-07-26 04:46:36,621 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 2 days, 0:20:31, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1436, loss: 2.1436, grad_norm: 5.7319 2020-07-26 04:46:50,102 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 2 days, 0:20:15, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.6580 2020-07-26 04:47:04,317 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 2 days, 0:20:01, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7828, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.7539 2020-07-26 04:47:16,706 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 2 days, 0:19:44, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7578, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.6018 2020-07-26 04:47:29,805 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 2 days, 0:19:28, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.7620 2020-07-26 04:47:43,257 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 2 days, 0:19:12, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.6170 2020-07-26 04:47:56,889 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 2 days, 0:18:57, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0967, loss: 2.0967, grad_norm: 5.7804 2020-07-26 04:48:12,105 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 2 days, 0:18:45, time: 0.759, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.7180 2020-07-26 04:48:24,996 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 2 days, 0:18:29, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7727, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.7368 2020-07-26 04:48:37,790 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 2 days, 0:18:12, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.6079 2020-07-26 04:48:51,278 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 2 days, 0:17:57, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9874, loss: 1.9874, grad_norm: 5.8135 2020-07-26 04:49:04,866 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 2 days, 0:17:42, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1670, loss: 2.1670, grad_norm: 5.8722 2020-07-26 04:49:18,324 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 2 days, 0:17:26, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.6699 2020-07-26 04:49:32,821 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 2 days, 0:17:13, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.9528 2020-07-26 04:49:45,798 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 2 days, 0:16:57, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9759, loss: 1.9759, grad_norm: 5.4971 2020-07-26 04:49:59,677 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 2 days, 0:16:42, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.6734 2020-07-26 04:50:14,226 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 2 days, 0:16:29, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.5877 2020-07-26 04:50:27,301 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 2 days, 0:16:12, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.7512 2020-07-26 04:50:41,216 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 2 days, 0:15:58, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.6429 2020-07-26 04:50:53,855 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 2 days, 0:15:41, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.4994 2020-07-26 04:51:07,564 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 2 days, 0:15:26, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.7718 2020-07-26 04:51:21,612 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 2 days, 0:15:12, time: 0.703, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.7471 2020-07-26 04:51:35,903 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 2 days, 0:14:58, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0295, loss: 2.0295, grad_norm: 5.6958 2020-07-26 04:51:49,252 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 2 days, 0:14:42, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7617, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.7159 2020-07-26 04:52:02,748 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 2 days, 0:14:27, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.8323 2020-07-26 04:52:16,388 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 2 days, 0:14:12, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.6445 2020-07-26 04:52:29,112 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 2 days, 0:13:55, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.6695 2020-07-26 04:52:42,347 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 2 days, 0:13:39, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.6304 2020-07-26 04:52:55,340 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 2 days, 0:13:23, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7805, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.7506 2020-07-26 04:53:08,161 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 2 days, 0:13:06, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.7356 2020-07-26 04:53:22,352 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 2 days, 0:12:52, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.5450 2020-07-26 04:53:35,114 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 2 days, 0:12:36, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.7567 2020-07-26 04:53:47,749 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 2 days, 0:12:19, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.6512 2020-07-26 04:54:01,222 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 2 days, 0:12:03, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.8039 2020-07-26 04:54:14,271 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 2 days, 0:11:47, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.7653 2020-07-26 04:54:27,381 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 2 days, 0:11:31, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.7984 2020-07-26 04:54:40,658 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 2 days, 0:11:15, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.6442 2020-07-26 04:54:53,837 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 2 days, 0:11:00, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0856, loss: 2.0856, grad_norm: 5.8132 2020-07-26 04:55:06,930 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 2 days, 0:10:43, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7531, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.8593 2020-07-26 04:55:21,073 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 2 days, 0:10:29, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.7755 2020-07-26 04:55:33,888 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 2 days, 0:10:13, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.6097 2020-07-26 04:55:47,959 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 2 days, 0:09:59, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.7523 2020-07-26 04:56:00,995 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 2 days, 0:09:42, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9589, loss: 1.9589, grad_norm: 5.5732 2020-07-26 04:56:14,173 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 2 days, 0:09:26, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9858, loss: 1.9858, grad_norm: 5.7863 2020-07-26 04:56:28,377 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 2 days, 0:09:13, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7719, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.9301 2020-07-26 04:56:40,908 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 2 days, 0:08:55, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7742, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.6689 2020-07-26 04:56:55,610 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 2 days, 0:08:42, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7734, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.4628 2020-07-26 04:57:09,337 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 2 days, 0:08:27, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.6780 2020-07-26 04:57:22,250 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 2 days, 0:08:11, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.5605 2020-07-26 04:57:34,830 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 2 days, 0:07:54, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9521, loss: 1.9521, grad_norm: 5.4558 2020-07-26 04:57:48,589 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 2 days, 0:07:39, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.6256 2020-07-26 04:58:01,213 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 2 days, 0:07:22, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.5905 2020-07-26 04:58:15,077 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 2 days, 0:07:08, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.6835 2020-07-26 04:58:28,016 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 2 days, 0:06:51, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.6682 2020-07-26 04:58:41,389 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 2 days, 0:06:36, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7617, loss_cls: 1.9471, loss: 1.9471, grad_norm: 5.5483 2020-07-26 04:58:54,240 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 2 days, 0:06:19, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.8074 2020-07-26 04:59:08,289 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 2 days, 0:06:05, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1965, loss: 2.1965, grad_norm: 5.8435 2020-07-26 04:59:21,832 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 2 days, 0:05:50, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.6801 2020-07-26 04:59:34,542 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 2 days, 0:05:33, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7828, loss_cls: 1.9901, loss: 1.9901, grad_norm: 5.7285 2020-07-26 04:59:47,933 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 2 days, 0:05:17, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.6495 2020-07-26 05:00:01,249 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 2 days, 0:05:02, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 1.9992, loss: 1.9992, grad_norm: 5.6413 2020-07-26 05:00:16,595 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 2 days, 0:04:50, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.6980 2020-07-26 05:00:30,511 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 2 days, 0:04:35, time: 0.708, data_time: 0.033, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.7595 2020-07-26 05:00:43,319 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 2 days, 0:04:19, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.7545 2020-07-26 05:00:57,170 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 2 days, 0:04:04, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.0793, loss: 2.0793, grad_norm: 5.7108 2020-07-26 05:01:10,141 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 2 days, 0:03:48, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0639, loss: 2.0639, grad_norm: 5.6343 2020-07-26 05:01:23,098 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 2 days, 0:03:32, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.4836 2020-07-26 05:01:35,940 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 2 days, 0:03:15, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.5681 2020-07-26 05:01:50,757 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 2 days, 0:03:02, time: 0.743, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7867, loss_cls: 1.9675, loss: 1.9675, grad_norm: 5.6678 2020-07-26 05:02:04,127 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 2 days, 0:02:47, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.7081 2020-07-26 05:02:18,551 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 2 days, 0:02:33, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0227, loss: 2.0227, grad_norm: 5.6108 2020-07-26 05:02:31,821 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 2 days, 0:02:17, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.7261 2020-07-26 05:02:45,018 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 2 days, 0:02:02, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1380, loss: 2.1380, grad_norm: 5.6462 2020-07-26 05:02:58,738 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 2 days, 0:01:47, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7641, loss_cls: 2.0379, loss: 2.0379, grad_norm: 5.6172 2020-07-26 05:03:11,667 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 2 days, 0:01:30, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.7438 2020-07-26 05:03:25,415 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 2 days, 0:01:16, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7352, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.6858 2020-07-26 05:03:38,799 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 2 days, 0:01:00, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7672, loss_cls: 2.0535, loss: 2.0535, grad_norm: 5.6589 2020-07-26 05:03:52,372 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 2 days, 0:00:45, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 2.0051, loss: 2.0051, grad_norm: 5.4219 2020-07-26 05:04:06,020 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 2 days, 0:00:30, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7875, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.4673 2020-07-26 05:04:18,798 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 2 days, 0:00:13, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.5975 2020-07-26 05:04:34,010 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 2 days, 0:00:01, time: 0.760, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.7014 2020-07-26 05:04:47,374 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 1 day, 23:59:46, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.6801 2020-07-26 05:05:00,252 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 1 day, 23:59:29, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0670, loss: 2.0670, grad_norm: 5.6348 2020-07-26 05:05:13,014 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 1 day, 23:59:13, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.4687 2020-07-26 05:05:25,744 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 1 day, 23:58:56, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.7281 2020-07-26 05:05:39,009 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 1 day, 23:58:40, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.7081 2020-07-26 05:05:52,921 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 1 day, 23:58:26, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9336, loss: 1.9336, grad_norm: 5.6903 2020-07-26 05:06:07,455 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 1 day, 23:58:12, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.8061 2020-07-26 05:06:20,043 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 1 day, 23:57:55, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.8075 2020-07-26 05:06:34,216 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 1 day, 23:57:41, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.9146, loss: 1.9146, grad_norm: 5.3664 2020-07-26 05:06:46,839 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 1 day, 23:57:24, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.6534 2020-07-26 05:07:00,264 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 1 day, 23:57:09, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.8938 2020-07-26 05:07:14,112 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 1 day, 23:56:54, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.5227 2020-07-26 05:07:27,192 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 1 day, 23:56:38, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.7066 2020-07-26 05:07:40,657 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 1 day, 23:56:23, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 2.0292, loss: 2.0292, grad_norm: 5.8211 2020-07-26 05:07:53,672 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 1 day, 23:56:07, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7602, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.8254 2020-07-26 05:08:07,328 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 1 day, 23:55:52, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.7856 2020-07-26 05:08:20,712 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 1 day, 23:55:36, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.5493 2020-07-26 05:08:34,708 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 1 day, 23:55:22, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9696, loss: 1.9696, grad_norm: 5.6630 2020-07-26 05:08:48,188 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 1 day, 23:55:07, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0536, loss: 2.0536, grad_norm: 5.6774 2020-07-26 05:09:01,808 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 1 day, 23:54:51, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.6538 2020-07-26 05:09:14,746 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 1 day, 23:54:35, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7648, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.6479 2020-07-26 05:09:27,960 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 1 day, 23:54:19, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.4938 2020-07-26 05:09:40,966 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 1 day, 23:54:03, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7445, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.6408 2020-07-26 05:09:54,465 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 1 day, 23:53:48, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.4510 2020-07-26 05:10:08,910 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 1 day, 23:53:34, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.5502 2020-07-26 05:10:20,708 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-26 05:10:46,514 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 1 day, 23:53:05, time: 1.211, data_time: 0.592, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1293, loss: 2.1293, grad_norm: 5.7265 2020-07-26 05:10:58,455 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 1 day, 23:52:47, time: 0.598, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.7047 2020-07-26 05:11:11,594 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 1 day, 23:52:31, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7672, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.7234 2020-07-26 05:11:24,877 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 1 day, 23:52:15, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7430, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.6364 2020-07-26 05:11:39,852 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 1 day, 23:52:02, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.4397 2020-07-26 05:11:53,422 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 1 day, 23:51:47, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0336, loss: 2.0336, grad_norm: 5.5944 2020-07-26 05:12:06,313 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 1 day, 23:51:31, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7891, loss_cls: 1.9053, loss: 1.9053, grad_norm: 5.5762 2020-07-26 05:12:18,713 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 1 day, 23:51:14, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8818, loss: 1.8818, grad_norm: 5.5114 2020-07-26 05:12:31,792 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 1 day, 23:50:58, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.7960 2020-07-26 05:12:44,972 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 1 day, 23:50:42, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.6862 2020-07-26 05:12:57,712 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 1 day, 23:50:25, time: 0.639, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.5221 2020-07-26 05:13:11,115 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 1 day, 23:50:10, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.9023, loss: 1.9023, grad_norm: 5.5208 2020-07-26 05:13:24,461 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 1 day, 23:49:54, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.7147 2020-07-26 05:13:38,585 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 1 day, 23:49:40, time: 0.706, data_time: 0.001, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.5696 2020-07-26 05:13:52,092 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 1 day, 23:49:25, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7742, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.6672 2020-07-26 05:14:06,121 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 1 day, 23:49:10, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8408, loss: 1.8408, grad_norm: 5.4615 2020-07-26 05:14:20,371 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 1 day, 23:48:57, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.4440 2020-07-26 05:14:32,808 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 1 day, 23:48:39, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7836, loss_cls: 1.9387, loss: 1.9387, grad_norm: 5.6417 2020-07-26 05:14:46,405 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 1 day, 23:48:24, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.6141 2020-07-26 05:14:59,421 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 1 day, 23:48:08, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7539, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.7523 2020-07-26 05:15:12,407 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 1 day, 23:47:52, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.6040 2020-07-26 05:15:26,171 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 1 day, 23:47:37, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.5154 2020-07-26 05:15:39,800 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 1 day, 23:47:22, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7898, loss_cls: 1.9222, loss: 1.9222, grad_norm: 5.6153 2020-07-26 05:15:53,651 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 1 day, 23:47:07, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.7205 2020-07-26 05:16:06,418 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 1 day, 23:46:51, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7695, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.5256 2020-07-26 05:16:19,313 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 1 day, 23:46:34, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.8542 2020-07-26 05:16:33,550 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 1 day, 23:46:21, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.7425 2020-07-26 05:16:48,271 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 1 day, 23:46:08, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9558, loss: 1.9558, grad_norm: 5.5938 2020-07-26 05:17:01,499 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 1 day, 23:45:52, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.7353 2020-07-26 05:17:14,929 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 1 day, 23:45:36, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.7320 2020-07-26 05:17:28,368 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 1 day, 23:45:21, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0647, loss: 2.0647, grad_norm: 5.6544 2020-07-26 05:17:41,390 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 1 day, 23:45:05, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7453, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.6833 2020-07-26 05:17:55,018 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 1 day, 23:44:50, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.4050 2020-07-26 05:18:08,772 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 1 day, 23:44:35, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7711, loss_cls: 1.9849, loss: 1.9849, grad_norm: 5.5540 2020-07-26 05:18:22,197 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 1 day, 23:44:20, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.7993 2020-07-26 05:18:35,257 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 1 day, 23:44:04, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0369, loss: 2.0369, grad_norm: 5.8972 2020-07-26 05:18:50,989 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 1 day, 23:43:53, time: 0.790, data_time: 0.008, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.7978 2020-07-26 05:19:03,337 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 1 day, 23:43:35, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.5189 2020-07-26 05:19:16,575 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 1 day, 23:43:20, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.5959 2020-07-26 05:19:29,864 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 1 day, 23:43:04, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7906, loss_cls: 1.8316, loss: 1.8316, grad_norm: 5.6076 2020-07-26 05:19:44,701 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 1 day, 23:42:51, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7734, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.7350 2020-07-26 05:19:58,583 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 1 day, 23:42:36, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.8452 2020-07-26 05:20:11,327 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 1 day, 23:42:20, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.8070 2020-07-26 05:20:24,959 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 1 day, 23:42:05, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.6310 2020-07-26 05:20:37,831 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 1 day, 23:41:49, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.5442 2020-07-26 05:20:53,094 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 1 day, 23:41:36, time: 0.761, data_time: 0.005, memory: 5170, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.6277 2020-07-26 05:21:05,946 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 1 day, 23:41:20, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.7005 2020-07-26 05:21:19,511 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 1 day, 23:41:05, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.6799 2020-07-26 05:21:32,863 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 1 day, 23:40:49, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0438, loss: 2.0438, grad_norm: 6.0153 2020-07-26 05:21:46,858 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 1 day, 23:40:35, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.7274 2020-07-26 05:21:59,437 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 1 day, 23:40:18, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.6580 2020-07-26 05:22:13,131 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 1 day, 23:40:03, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7625, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.7384 2020-07-26 05:22:26,021 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 1 day, 23:39:47, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.7048 2020-07-26 05:22:39,471 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 1 day, 23:39:32, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7852, loss_cls: 1.9232, loss: 1.9232, grad_norm: 5.5938 2020-07-26 05:22:52,397 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 1 day, 23:39:15, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.7451 2020-07-26 05:23:06,381 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 1 day, 23:39:01, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.7826 2020-07-26 05:23:20,299 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 1 day, 23:38:46, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.8954 2020-07-26 05:23:33,006 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 1 day, 23:38:30, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.4688 2020-07-26 05:23:46,804 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 1 day, 23:38:15, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.7126 2020-07-26 05:24:01,469 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 1 day, 23:38:02, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.8831 2020-07-26 05:24:13,757 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 1 day, 23:37:45, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0702, loss: 2.0702, grad_norm: 5.7062 2020-07-26 05:24:27,451 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 1 day, 23:37:30, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.6371 2020-07-26 05:24:40,938 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 1 day, 23:37:14, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.7644 2020-07-26 05:24:54,903 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 1 day, 23:37:00, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.7265 2020-07-26 05:25:07,375 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 1 day, 23:36:43, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.8442 2020-07-26 05:25:20,303 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 1 day, 23:36:27, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.6535 2020-07-26 05:25:34,657 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 1 day, 23:36:13, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.8383 2020-07-26 05:25:48,653 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 1 day, 23:35:59, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1423, loss: 2.1423, grad_norm: 5.7531 2020-07-26 05:26:01,644 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 1 day, 23:35:42, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.8816 2020-07-26 05:26:14,812 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 1 day, 23:35:27, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.7449 2020-07-26 05:26:27,727 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 1 day, 23:35:10, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7758, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.6883 2020-07-26 05:26:42,341 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 1 day, 23:34:57, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0280, loss: 2.0280, grad_norm: 5.5557 2020-07-26 05:26:55,360 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 1 day, 23:34:41, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.6558 2020-07-26 05:27:11,054 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 1 day, 23:34:30, time: 0.783, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9604, loss: 1.9604, grad_norm: 5.5769 2020-07-26 05:27:23,413 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 1 day, 23:34:12, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.6352 2020-07-26 05:27:36,941 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 1 day, 23:33:57, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.6797 2020-07-26 05:27:50,563 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 1 day, 23:33:42, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0643, loss: 2.0643, grad_norm: 5.6738 2020-07-26 05:28:03,213 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 1 day, 23:33:25, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.7476 2020-07-26 05:28:16,436 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 1 day, 23:33:10, time: 0.662, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.7731 2020-07-26 05:28:30,470 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 1 day, 23:32:55, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9607, loss: 1.9607, grad_norm: 5.5768 2020-07-26 05:28:42,807 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 1 day, 23:32:38, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.0610, loss: 2.0610, grad_norm: 5.7935 2020-07-26 05:28:56,530 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 1 day, 23:32:23, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.6228 2020-07-26 05:29:10,071 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 1 day, 23:32:08, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.6337 2020-07-26 05:29:24,649 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 1 day, 23:31:55, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.6941 2020-07-26 05:29:37,742 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 1 day, 23:31:39, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.5388 2020-07-26 05:29:50,672 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 1 day, 23:31:23, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 2.0313, loss: 2.0313, grad_norm: 5.6582 2020-07-26 05:30:03,799 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 1 day, 23:31:07, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7742, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.5899 2020-07-26 05:30:16,812 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 1 day, 23:30:51, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.6818 2020-07-26 05:30:30,120 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 1 day, 23:30:35, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.7397 2020-07-26 05:30:43,956 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 1 day, 23:30:21, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.5569 2020-07-26 05:30:56,527 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 1 day, 23:30:04, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.5325 2020-07-26 05:31:09,459 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 1 day, 23:29:47, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7711, loss_cls: 2.0104, loss: 2.0104, grad_norm: 5.6808 2020-07-26 05:31:22,747 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 1 day, 23:29:32, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.7548 2020-07-26 05:31:36,270 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 1 day, 23:29:17, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0448, loss: 2.0448, grad_norm: 5.6457 2020-07-26 05:31:49,672 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 1 day, 23:29:01, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.6502 2020-07-26 05:32:02,830 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 1 day, 23:28:45, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.8688, loss: 1.8688, grad_norm: 5.6644 2020-07-26 05:32:16,181 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 1 day, 23:28:30, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.7561 2020-07-26 05:32:29,678 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 1 day, 23:28:15, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7805, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.8502 2020-07-26 05:32:43,504 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 1 day, 23:28:00, time: 0.692, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.6522 2020-07-26 05:32:57,973 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 1 day, 23:27:47, time: 0.723, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.5961 2020-07-26 05:33:11,409 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 1 day, 23:27:31, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.7567 2020-07-26 05:33:24,045 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 1 day, 23:27:14, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.7772 2020-07-26 05:33:38,137 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 1 day, 23:27:00, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.7043 2020-07-26 05:33:52,662 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 1 day, 23:26:47, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7906, loss_cls: 1.8993, loss: 1.8993, grad_norm: 5.5589 2020-07-26 05:34:05,318 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 1 day, 23:26:30, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7734, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.7957 2020-07-26 05:34:18,287 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 1 day, 23:26:14, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.7135 2020-07-26 05:34:32,065 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 1 day, 23:25:59, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.7068 2020-07-26 05:34:45,821 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 1 day, 23:25:45, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0530, loss: 2.0530, grad_norm: 5.7763 2020-07-26 05:34:59,986 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 1 day, 23:25:30, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7773, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.4929 2020-07-26 05:35:13,774 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 1 day, 23:25:16, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.6172 2020-07-26 05:35:26,515 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 1 day, 23:24:59, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.6863 2020-07-26 05:35:40,228 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 1 day, 23:24:44, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1360, loss: 2.1360, grad_norm: 5.9273 2020-07-26 05:35:54,239 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 1 day, 23:24:30, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 1.9931, loss: 1.9931, grad_norm: 5.8761 2020-07-26 05:36:07,784 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 1 day, 23:24:15, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 1.9933, loss: 1.9933, grad_norm: 5.8834 2020-07-26 05:36:21,015 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 1 day, 23:23:59, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.7009 2020-07-26 05:36:35,764 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 1 day, 23:23:46, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.6172 2020-07-26 05:36:48,200 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 1 day, 23:23:29, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.7869 2020-07-26 05:37:01,482 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 1 day, 23:23:14, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.6077 2020-07-26 05:37:15,735 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 1 day, 23:23:00, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 2.0127, loss: 2.0127, grad_norm: 5.7667 2020-07-26 05:37:29,307 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 1 day, 23:22:45, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.7529 2020-07-26 05:37:42,944 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 1 day, 23:22:30, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7719, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.8289 2020-07-26 05:37:56,940 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 1 day, 23:22:15, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.7604 2020-07-26 05:38:10,424 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 1 day, 23:22:00, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.8174 2020-07-26 05:38:24,205 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 1 day, 23:21:46, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9826, loss: 1.9826, grad_norm: 5.5335 2020-07-26 05:38:36,792 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 1 day, 23:21:29, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.7510 2020-07-26 05:38:50,933 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 1 day, 23:21:15, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7734, loss_cls: 1.9437, loss: 1.9437, grad_norm: 5.5229 2020-07-26 05:39:05,255 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 1 day, 23:21:01, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.7517 2020-07-26 05:39:18,704 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 1 day, 23:20:46, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.7518 2020-07-26 05:39:31,358 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 1 day, 23:20:29, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.7083 2020-07-26 05:39:44,990 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 1 day, 23:20:14, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8973, loss: 1.8973, grad_norm: 5.5897 2020-07-26 05:39:58,578 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 1 day, 23:19:59, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.6008 2020-07-26 05:40:12,655 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 1 day, 23:19:45, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0065, loss: 2.0065, grad_norm: 5.6576 2020-07-26 05:40:25,668 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 1 day, 23:19:29, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.6939 2020-07-26 05:40:38,744 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 1 day, 23:19:13, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.5704 2020-07-26 05:40:52,091 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 1 day, 23:18:57, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.6281 2020-07-26 05:41:06,937 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 1 day, 23:18:44, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.7255 2020-07-26 05:41:20,187 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 1 day, 23:18:29, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.7732 2020-07-26 05:41:33,578 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 1 day, 23:18:13, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.6330 2020-07-26 05:41:47,075 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 1 day, 23:17:58, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.7568 2020-07-26 05:42:00,466 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 1 day, 23:17:43, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.5767 2020-07-26 05:42:13,826 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 1 day, 23:17:27, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.9242 2020-07-26 05:42:26,425 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 1 day, 23:17:11, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.7350 2020-07-26 05:42:39,421 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 1 day, 23:16:55, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7977, loss_cls: 1.8730, loss: 1.8730, grad_norm: 5.6245 2020-07-26 05:42:52,424 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 1 day, 23:16:38, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7680, loss_cls: 1.9960, loss: 1.9960, grad_norm: 5.8408 2020-07-26 05:43:06,488 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 1 day, 23:16:24, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0882, loss: 2.0882, grad_norm: 5.7366 2020-07-26 05:43:19,881 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 1 day, 23:16:09, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.5664 2020-07-26 05:43:33,373 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 1 day, 23:15:53, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.6561 2020-07-26 05:43:46,989 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 1 day, 23:15:39, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7703, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.5556 2020-07-26 05:44:01,420 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 1 day, 23:15:25, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7852, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.5716 2020-07-26 05:44:14,302 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 1 day, 23:15:09, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.8623 2020-07-26 05:44:27,215 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 1 day, 23:14:53, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.7217 2020-07-26 05:44:40,231 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 1 day, 23:14:37, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.8424 2020-07-26 05:44:54,023 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 1 day, 23:14:22, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7672, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.4704 2020-07-26 05:45:06,919 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 1 day, 23:14:06, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.7722 2020-07-26 05:45:21,056 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 1 day, 23:13:52, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.6734 2020-07-26 05:45:34,759 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 1 day, 23:13:37, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.3174 2020-07-26 05:45:48,355 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 1 day, 23:13:22, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.7446 2020-07-26 05:46:02,122 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 1 day, 23:13:07, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.7401 2020-07-26 05:46:15,050 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 1 day, 23:12:51, time: 0.642, data_time: 0.004, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.4807 2020-07-26 05:46:28,218 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 1 day, 23:12:35, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.9222 2020-07-26 05:46:41,305 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 1 day, 23:12:19, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.6553 2020-07-26 05:46:55,327 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 1 day, 23:12:05, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.7156 2020-07-26 05:47:09,707 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 1 day, 23:11:51, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.6049 2020-07-26 05:47:23,111 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 1 day, 23:11:36, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7766, loss_cls: 2.0122, loss: 2.0122, grad_norm: 5.6367 2020-07-26 05:47:35,775 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 1 day, 23:11:19, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7719, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.6084 2020-07-26 05:47:49,832 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 1 day, 23:11:05, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.5221 2020-07-26 05:48:03,200 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 1 day, 23:10:50, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7727, loss_cls: 1.9788, loss: 1.9788, grad_norm: 5.6419 2020-07-26 05:48:16,085 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 1 day, 23:10:33, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.6264 2020-07-26 05:48:28,791 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 1 day, 23:10:17, time: 0.632, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.9144 2020-07-26 05:48:43,182 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 1 day, 23:10:03, time: 0.722, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.6816 2020-07-26 05:48:56,471 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 1 day, 23:09:48, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.5854 2020-07-26 05:49:09,334 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 1 day, 23:09:31, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.5127 2020-07-26 05:49:23,637 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 1 day, 23:09:17, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.6752 2020-07-26 05:49:37,236 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 1 day, 23:09:03, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.7591 2020-07-26 05:49:50,048 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 1 day, 23:08:46, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9944, loss: 1.9944, grad_norm: 5.6645 2020-07-26 05:50:03,516 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 1 day, 23:08:31, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0145, loss: 2.0145, grad_norm: 5.6393 2020-07-26 05:50:16,749 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 1 day, 23:08:15, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.7661 2020-07-26 05:50:30,687 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 1 day, 23:08:01, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.6066 2020-07-26 05:50:43,824 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 1 day, 23:07:45, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9536, loss: 1.9536, grad_norm: 5.4321 2020-07-26 05:50:58,379 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 1 day, 23:07:32, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.1698, loss: 2.1698, grad_norm: 5.8951 2020-07-26 05:51:10,820 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 1 day, 23:07:15, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.6974 2020-07-26 05:51:24,837 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 1 day, 23:07:00, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.7771 2020-07-26 05:51:39,074 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 1 day, 23:06:47, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.5875 2020-07-26 05:51:52,078 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 1 day, 23:06:30, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1083, loss: 2.1083, grad_norm: 5.8441 2020-07-26 05:52:05,466 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 1 day, 23:06:15, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.6936 2020-07-26 05:52:18,711 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 1 day, 23:05:59, time: 0.660, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9432, loss: 1.9432, grad_norm: 5.4553 2020-07-26 05:52:32,240 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 1 day, 23:05:44, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.6473 2020-07-26 05:52:44,643 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-26 05:53:06,049 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 1 day, 23:05:07, time: 0.991, data_time: 0.401, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.6237 2020-07-26 05:53:19,397 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 1 day, 23:04:52, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.5924 2020-07-26 05:53:32,018 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 1 day, 23:04:35, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9646, loss: 1.9646, grad_norm: 5.6005 2020-07-26 05:53:45,456 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 1 day, 23:04:20, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.7278 2020-07-26 05:53:59,058 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 1 day, 23:04:05, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.5228 2020-07-26 05:54:11,862 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 1 day, 23:03:48, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9346, loss: 1.9346, grad_norm: 5.5908 2020-07-26 05:54:25,953 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 1 day, 23:03:34, time: 0.702, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.6275 2020-07-26 05:54:39,597 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 1 day, 23:03:19, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.4771 2020-07-26 05:54:53,105 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 1 day, 23:03:04, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.6318 2020-07-26 05:55:06,112 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 1 day, 23:02:48, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9446, loss: 1.9446, grad_norm: 5.6493 2020-07-26 05:55:19,411 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 1 day, 23:02:32, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.6270 2020-07-26 05:55:32,226 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 1 day, 23:02:16, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7844, loss_cls: 1.9352, loss: 1.9352, grad_norm: 5.6572 2020-07-26 05:55:45,492 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 1 day, 23:02:01, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9855, loss: 1.9855, grad_norm: 5.5711 2020-07-26 05:55:59,114 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 1 day, 23:01:46, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.5223 2020-07-26 05:56:11,807 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 1 day, 23:01:29, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.6942 2020-07-26 05:56:24,936 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 1 day, 23:01:13, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7789, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.5736 2020-07-26 05:56:38,603 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 1 day, 23:00:58, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7828, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.6872 2020-07-26 05:56:51,831 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 1 day, 23:00:43, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7773, loss_cls: 1.9861, loss: 1.9861, grad_norm: 5.7284 2020-07-26 05:57:05,488 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 1 day, 23:00:28, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.5691 2020-07-26 05:57:19,450 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 1 day, 23:00:14, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.5600 2020-07-26 05:57:32,911 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 1 day, 22:59:58, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9223, loss: 1.9223, grad_norm: 5.3617 2020-07-26 05:57:45,639 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 1 day, 22:59:42, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.7509 2020-07-26 05:57:59,059 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 1 day, 22:59:26, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.6912 2020-07-26 05:58:11,835 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 1 day, 22:59:10, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7898, loss_cls: 1.9022, loss: 1.9022, grad_norm: 5.4438 2020-07-26 05:58:27,097 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 1 day, 22:58:58, time: 0.762, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7734, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.7394 2020-07-26 05:58:39,853 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 1 day, 22:58:42, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.9164, loss: 1.9164, grad_norm: 5.6378 2020-07-26 05:58:52,642 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 1 day, 22:58:25, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7711, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.9825 2020-07-26 05:59:06,233 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 1 day, 22:58:10, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.7532 2020-07-26 05:59:19,754 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 1 day, 22:57:55, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7898, loss_cls: 1.9208, loss: 1.9208, grad_norm: 5.7747 2020-07-26 05:59:33,359 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 1 day, 22:57:40, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.6160 2020-07-26 05:59:47,677 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 1 day, 22:57:26, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.7118 2020-07-26 06:00:01,258 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 1 day, 22:57:11, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7680, loss_cls: 1.9443, loss: 1.9443, grad_norm: 5.5949 2020-07-26 06:00:15,392 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 1 day, 22:56:57, time: 0.702, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.8355 2020-07-26 06:00:28,461 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 1 day, 22:56:41, time: 0.658, data_time: 0.018, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9881, loss: 1.9881, grad_norm: 5.6207 2020-07-26 06:00:41,573 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 1 day, 22:56:26, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7578, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.6912 2020-07-26 06:00:54,520 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 1 day, 22:56:09, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.6135 2020-07-26 06:01:07,861 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 1 day, 22:55:54, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.9356, loss: 1.9356, grad_norm: 5.4869 2020-07-26 06:01:22,382 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 1 day, 22:55:41, time: 0.726, data_time: 0.002, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.5560 2020-07-26 06:01:36,689 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 1 day, 22:55:27, time: 0.715, data_time: 0.004, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.5658 2020-07-26 06:01:49,386 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 1 day, 22:55:10, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7508, loss_cls: 2.1142, loss: 2.1142, grad_norm: 5.8455 2020-07-26 06:02:02,204 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 1 day, 22:54:54, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.8474 2020-07-26 06:02:16,625 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 1 day, 22:54:40, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.7198 2020-07-26 06:02:30,993 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 1 day, 22:54:27, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7648, loss_cls: 1.9819, loss: 1.9819, grad_norm: 5.5514 2020-07-26 06:02:43,457 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 1 day, 22:54:10, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.6034 2020-07-26 06:02:57,308 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 1 day, 22:53:55, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7664, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.7509 2020-07-26 06:03:12,019 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 1 day, 22:53:42, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7680, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.5977 2020-07-26 06:03:24,690 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 1 day, 22:53:26, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9715, loss: 1.9715, grad_norm: 5.6608 2020-07-26 06:03:38,581 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 1 day, 22:53:11, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7453, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.7487 2020-07-26 06:03:52,229 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 1 day, 22:52:56, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7625, loss_cls: 1.9574, loss: 1.9574, grad_norm: 5.3838 2020-07-26 06:04:05,573 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 1 day, 22:52:41, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7664, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.6151 2020-07-26 06:04:18,719 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 1 day, 22:52:25, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.7686 2020-07-26 06:04:31,792 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 1 day, 22:52:09, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.9594 2020-07-26 06:04:46,235 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 1 day, 22:51:56, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1644, loss: 2.1644, grad_norm: 5.7467 2020-07-26 06:04:59,237 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 1 day, 22:51:40, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7859, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.3709 2020-07-26 06:05:12,312 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 1 day, 22:51:24, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.5991 2020-07-26 06:05:26,845 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 1 day, 22:51:11, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.6609 2020-07-26 06:05:39,976 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 1 day, 22:50:55, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7508, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.7344 2020-07-26 06:05:53,715 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 1 day, 22:50:40, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.8432 2020-07-26 06:06:07,223 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 1 day, 22:50:25, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0276, loss: 2.0276, grad_norm: 5.6453 2020-07-26 06:06:20,430 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 1 day, 22:50:09, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.8810 2020-07-26 06:06:33,007 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 1 day, 22:49:53, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.8600 2020-07-26 06:06:46,492 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 1 day, 22:49:37, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7711, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.5519 2020-07-26 06:07:00,621 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 1 day, 22:49:23, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7719, loss_cls: 1.9911, loss: 1.9911, grad_norm: 5.6601 2020-07-26 06:07:13,542 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 1 day, 22:49:07, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.6371 2020-07-26 06:07:26,830 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 1 day, 22:48:52, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7547, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.6440 2020-07-26 06:07:40,416 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 1 day, 22:48:37, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7570, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.8645 2020-07-26 06:07:54,587 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 1 day, 22:48:23, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 1.9852, loss: 1.9852, grad_norm: 5.8354 2020-07-26 06:08:08,451 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 1 day, 22:48:08, time: 0.697, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0449, loss: 2.0449, grad_norm: 5.6979 2020-07-26 06:08:21,800 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 1 day, 22:47:53, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.6681 2020-07-26 06:08:35,414 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 1 day, 22:47:38, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1233, loss: 2.1233, grad_norm: 5.6668 2020-07-26 06:08:49,789 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 1 day, 22:47:24, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.7297 2020-07-26 06:09:02,846 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 1 day, 22:47:08, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.5085 2020-07-26 06:09:16,678 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 1 day, 22:46:54, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7750, loss_cls: 1.9860, loss: 1.9860, grad_norm: 5.5907 2020-07-26 06:09:29,465 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 1 day, 22:46:38, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.6424 2020-07-26 06:09:42,795 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 1 day, 22:46:22, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.4899 2020-07-26 06:09:55,685 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 1 day, 22:46:06, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.4033 2020-07-26 06:10:09,102 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 1 day, 22:45:50, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7898, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.5305 2020-07-26 06:10:22,544 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 1 day, 22:45:35, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7656, loss_cls: 1.9889, loss: 1.9889, grad_norm: 5.7793 2020-07-26 06:10:36,933 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 1 day, 22:45:22, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.6413 2020-07-26 06:10:49,568 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 1 day, 22:45:05, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7852, loss_cls: 1.9228, loss: 1.9228, grad_norm: 5.6209 2020-07-26 06:11:03,952 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 1 day, 22:44:52, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7977, loss_cls: 1.8492, loss: 1.8492, grad_norm: 5.5344 2020-07-26 06:11:17,684 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 1 day, 22:44:37, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9462, loss: 1.9462, grad_norm: 5.6491 2020-07-26 06:11:30,437 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 1 day, 22:44:20, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9559, loss: 1.9559, grad_norm: 5.5963 2020-07-26 06:11:44,802 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 1 day, 22:44:07, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.7338 2020-07-26 06:11:58,442 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 1 day, 22:43:52, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.6130 2020-07-26 06:12:12,328 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 1 day, 22:43:37, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.4228 2020-07-26 06:12:25,621 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 1 day, 22:43:22, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.5602 2020-07-26 06:12:39,009 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 1 day, 22:43:07, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9430, loss: 1.9430, grad_norm: 5.4871 2020-07-26 06:12:51,907 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 1 day, 22:42:50, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7664, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.6585 2020-07-26 06:13:05,238 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 1 day, 22:42:35, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.6279 2020-07-26 06:13:19,699 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 1 day, 22:42:22, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 1.9881, loss: 1.9881, grad_norm: 5.5767 2020-07-26 06:13:33,167 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 1 day, 22:42:06, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.6747 2020-07-26 06:13:46,735 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 1 day, 22:41:51, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.6200 2020-07-26 06:14:00,365 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 1 day, 22:41:36, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7852, loss_cls: 1.9442, loss: 1.9442, grad_norm: 5.5477 2020-07-26 06:14:13,375 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 1 day, 22:41:21, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7820, loss_cls: 1.9090, loss: 1.9090, grad_norm: 5.4567 2020-07-26 06:14:26,706 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 1 day, 22:41:05, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.7644 2020-07-26 06:14:39,452 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 1 day, 22:40:49, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1773, loss: 2.1773, grad_norm: 5.8322 2020-07-26 06:14:54,176 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 1 day, 22:40:36, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.7131 2020-07-26 06:15:07,619 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 1 day, 22:40:21, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.7603 2020-07-26 06:15:21,460 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 1 day, 22:40:06, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.6337 2020-07-26 06:15:34,634 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 1 day, 22:39:50, time: 0.659, data_time: 0.003, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.7693 2020-07-26 06:15:47,654 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 1 day, 22:39:34, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.6429 2020-07-26 06:16:01,969 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 1 day, 22:39:21, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1276, loss: 2.1276, grad_norm: 5.7943 2020-07-26 06:16:15,437 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 1 day, 22:39:05, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.5828 2020-07-26 06:16:28,129 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 1 day, 22:38:49, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9581, loss: 1.9581, grad_norm: 5.6664 2020-07-26 06:16:41,722 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 1 day, 22:38:34, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.1794, loss: 2.1794, grad_norm: 5.8115 2020-07-26 06:16:55,106 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 1 day, 22:38:19, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.6700 2020-07-26 06:17:09,360 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 1 day, 22:38:05, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.6469 2020-07-26 06:17:21,882 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 1 day, 22:37:48, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0594, loss: 2.0594, grad_norm: 5.5055 2020-07-26 06:17:36,385 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 1 day, 22:37:34, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9672, loss: 1.9672, grad_norm: 5.4704 2020-07-26 06:17:49,421 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 1 day, 22:37:19, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.7449 2020-07-26 06:18:03,977 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 1 day, 22:37:05, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.6843 2020-07-26 06:18:16,975 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 1 day, 22:36:49, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 1.9455, loss: 1.9455, grad_norm: 5.4695 2020-07-26 06:18:30,412 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 1 day, 22:36:34, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0487, loss: 2.0487, grad_norm: 5.5252 2020-07-26 06:18:44,954 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 1 day, 22:36:21, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7773, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.5676 2020-07-26 06:18:57,642 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 1 day, 22:36:04, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.6612 2020-07-26 06:19:10,474 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 1 day, 22:35:48, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.6760 2020-07-26 06:19:24,638 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 1 day, 22:35:34, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.7688 2020-07-26 06:19:37,143 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 1 day, 22:35:17, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.5541 2020-07-26 06:19:51,953 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 1 day, 22:35:04, time: 0.738, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.5836 2020-07-26 06:20:04,908 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 1 day, 22:34:48, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.5958 2020-07-26 06:20:18,180 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 1 day, 22:34:33, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7789, loss_cls: 1.9610, loss: 1.9610, grad_norm: 5.5516 2020-07-26 06:20:31,184 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 1 day, 22:34:17, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.8532 2020-07-26 06:20:44,134 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 1 day, 22:34:01, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.5115 2020-07-26 06:20:57,249 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 1 day, 22:33:45, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 1.9309, loss: 1.9309, grad_norm: 5.4836 2020-07-26 06:21:10,358 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 1 day, 22:33:29, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.7869 2020-07-26 06:21:23,112 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 1 day, 22:33:13, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.8122 2020-07-26 06:21:36,891 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 1 day, 22:32:58, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.6681 2020-07-26 06:21:49,982 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 1 day, 22:32:43, time: 0.655, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.6493 2020-07-26 06:22:03,991 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 1 day, 22:32:28, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.7222 2020-07-26 06:22:17,615 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 1 day, 22:32:13, time: 0.688, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7734, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.6224 2020-07-26 06:22:31,270 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 1 day, 22:31:58, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.8197 2020-07-26 06:22:44,097 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 1 day, 22:31:42, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.7642 2020-07-26 06:22:58,334 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 1 day, 22:31:28, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.5752 2020-07-26 06:23:12,342 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 1 day, 22:31:14, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7664, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.6018 2020-07-26 06:23:26,151 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 1 day, 22:31:00, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.6777 2020-07-26 06:23:40,031 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 1 day, 22:30:45, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.6579 2020-07-26 06:23:52,755 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 1 day, 22:30:29, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.8267 2020-07-26 06:24:06,634 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 1 day, 22:30:14, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.8580 2020-07-26 06:24:19,623 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 1 day, 22:29:58, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7867, loss_cls: 1.9423, loss: 1.9423, grad_norm: 5.7548 2020-07-26 06:24:33,032 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 1 day, 22:29:43, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.6127 2020-07-26 06:24:45,729 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 1 day, 22:29:26, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7742, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.6937 2020-07-26 06:25:00,320 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 1 day, 22:29:13, time: 0.737, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7664, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.6681 2020-07-26 06:25:13,767 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 1 day, 22:28:58, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7836, loss_cls: 1.9870, loss: 1.9870, grad_norm: 5.6334 2020-07-26 06:25:27,578 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 1 day, 22:28:44, time: 0.691, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.7298 2020-07-26 06:25:41,358 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 1 day, 22:28:29, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.7066 2020-07-26 06:25:54,941 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 1 day, 22:28:14, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.4938 2020-07-26 06:26:08,584 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 1 day, 22:27:59, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.5835 2020-07-26 06:26:21,541 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 1 day, 22:27:43, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.7404 2020-07-26 06:26:35,610 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 1 day, 22:27:29, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0052, loss: 2.0052, grad_norm: 5.6397 2020-07-26 06:26:49,100 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 1 day, 22:27:14, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7844, loss_cls: 1.9385, loss: 1.9385, grad_norm: 5.5877 2020-07-26 06:27:03,283 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 1 day, 22:27:00, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.6287 2020-07-26 06:27:15,902 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 1 day, 22:26:43, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 2.0135, loss: 2.0135, grad_norm: 5.6806 2020-07-26 06:27:28,928 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 1 day, 22:26:27, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.6579 2020-07-26 06:27:43,492 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 1 day, 22:26:14, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7750, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.6494 2020-07-26 06:27:56,334 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 1 day, 22:25:58, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.6958 2020-07-26 06:28:09,447 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 1 day, 22:25:42, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.7407 2020-07-26 06:28:22,801 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 1 day, 22:25:27, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.7408 2020-07-26 06:28:36,550 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 1 day, 22:25:12, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.7216 2020-07-26 06:28:49,824 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 1 day, 22:24:57, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9716, loss: 1.9716, grad_norm: 5.5326 2020-07-26 06:29:03,647 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 1 day, 22:24:42, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.1519, loss: 2.1519, grad_norm: 5.6943 2020-07-26 06:29:16,326 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 1 day, 22:24:26, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7250, loss_cls: 2.1727, loss: 2.1727, grad_norm: 5.7269 2020-07-26 06:29:30,088 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 1 day, 22:24:11, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.6522 2020-07-26 06:29:43,700 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 1 day, 22:23:56, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.5603 2020-07-26 06:29:58,053 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 1 day, 22:23:43, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.7019 2020-07-26 06:30:10,901 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 1 day, 22:23:26, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.5470 2020-07-26 06:30:24,324 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 1 day, 22:23:11, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.7619 2020-07-26 06:30:38,190 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 1 day, 22:22:57, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.8064 2020-07-26 06:30:50,656 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 1 day, 22:22:40, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.7691 2020-07-26 06:31:04,971 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 1 day, 22:22:26, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7695, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.7317 2020-07-26 06:31:17,777 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 1 day, 22:22:10, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7719, loss_cls: 2.0177, loss: 2.0177, grad_norm: 5.6305 2020-07-26 06:31:31,007 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 1 day, 22:21:54, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.7780 2020-07-26 06:31:44,869 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 1 day, 22:21:40, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7883, loss_cls: 1.9463, loss: 1.9463, grad_norm: 5.6939 2020-07-26 06:32:00,072 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 1 day, 22:21:28, time: 0.757, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.6971 2020-07-26 06:32:13,297 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 1 day, 22:21:12, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.6229 2020-07-26 06:32:26,649 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 1 day, 22:20:57, time: 0.668, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7688, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.6307 2020-07-26 06:32:39,270 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 1 day, 22:20:40, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7758, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.5841 2020-07-26 06:32:53,948 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 1 day, 22:20:27, time: 0.737, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.6566 2020-07-26 06:33:07,485 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 1 day, 22:20:12, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7844, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.8003 2020-07-26 06:33:20,554 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 1 day, 22:19:56, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0090, loss: 2.0090, grad_norm: 5.5311 2020-07-26 06:33:34,297 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 1 day, 22:19:42, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.6957 2020-07-26 06:33:47,731 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 1 day, 22:19:26, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.6901 2020-07-26 06:34:00,954 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 1 day, 22:19:11, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.5190 2020-07-26 06:34:13,827 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 1 day, 22:18:55, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.7756 2020-07-26 06:34:27,959 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 1 day, 22:18:41, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.7562 2020-07-26 06:34:41,285 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 1 day, 22:18:25, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.7166 2020-07-26 06:34:55,551 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 1 day, 22:18:12, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.6678 2020-07-26 06:35:08,272 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-26 06:35:34,629 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 1 day, 22:17:43, time: 1.241, data_time: 0.613, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0283, loss: 2.0283, grad_norm: 5.5859 2020-07-26 06:35:47,016 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 1 day, 22:17:27, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.6401 2020-07-26 06:35:59,514 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 1 day, 22:17:10, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.6742 2020-07-26 06:36:12,682 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 1 day, 22:16:54, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.4445 2020-07-26 06:36:26,186 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 1 day, 22:16:39, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7711, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.3574 2020-07-26 06:36:38,944 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 1 day, 22:16:23, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.7725 2020-07-26 06:36:53,650 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 1 day, 22:16:10, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.5852 2020-07-26 06:37:06,191 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 1 day, 22:15:53, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.5056 2020-07-26 06:37:19,021 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 1 day, 22:15:37, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.4946 2020-07-26 06:37:32,124 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 1 day, 22:15:21, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9684, loss: 1.9684, grad_norm: 5.6581 2020-07-26 06:37:45,520 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 1 day, 22:15:06, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7867, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.6245 2020-07-26 06:37:59,202 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 1 day, 22:14:51, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7836, loss_cls: 1.9165, loss: 1.9165, grad_norm: 5.6098 2020-07-26 06:38:13,521 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 1 day, 22:14:37, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.7892 2020-07-26 06:38:27,007 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 1 day, 22:14:22, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9118, loss: 1.9118, grad_norm: 5.5912 2020-07-26 06:38:39,721 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 1 day, 22:14:06, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7727, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.5975 2020-07-26 06:38:54,042 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 1 day, 22:13:52, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.6355 2020-07-26 06:39:06,817 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 1 day, 22:13:36, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.7129 2020-07-26 06:39:20,419 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 1 day, 22:13:21, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.8026 2020-07-26 06:39:33,154 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 1 day, 22:13:05, time: 0.636, data_time: 0.001, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.6455 2020-07-26 06:39:48,090 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 1 day, 22:12:52, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1626, loss: 2.1626, grad_norm: 5.8445 2020-07-26 06:40:01,479 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 1 day, 22:12:37, time: 0.668, data_time: 0.011, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.9076, loss: 1.9076, grad_norm: 5.5509 2020-07-26 06:40:14,775 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 1 day, 22:12:21, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.7527 2020-07-26 06:40:28,377 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 1 day, 22:12:06, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8778, loss: 1.8778, grad_norm: 5.5398 2020-07-26 06:40:41,044 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 1 day, 22:11:50, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7562, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.8439 2020-07-26 06:40:54,783 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 1 day, 22:11:35, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7812, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.6083 2020-07-26 06:41:09,690 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 1 day, 22:11:23, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7922, loss_cls: 1.9228, loss: 1.9228, grad_norm: 5.5062 2020-07-26 06:41:22,074 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 1 day, 22:11:05, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7805, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.6375 2020-07-26 06:41:36,899 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 1 day, 22:10:53, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.7900 2020-07-26 06:41:50,370 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 1 day, 22:10:38, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7758, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.6347 2020-07-26 06:42:03,683 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 1 day, 22:10:22, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.7344 2020-07-26 06:42:17,145 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 1 day, 22:10:07, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8812, loss: 1.8812, grad_norm: 5.5422 2020-07-26 06:42:30,609 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 1 day, 22:09:52, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.6927 2020-07-26 06:42:43,969 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 1 day, 22:09:37, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 2.0175, loss: 2.0175, grad_norm: 5.7891 2020-07-26 06:42:57,328 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 1 day, 22:09:21, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.9134 2020-07-26 06:43:11,401 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 1 day, 22:09:07, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0678, loss: 2.0678, grad_norm: 5.7543 2020-07-26 06:43:24,964 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 1 day, 22:08:52, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.7025 2020-07-26 06:43:38,117 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 1 day, 22:08:37, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.6171 2020-07-26 06:43:52,823 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 1 day, 22:08:24, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.7854 2020-07-26 06:44:05,975 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 1 day, 22:08:08, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9625, loss: 1.9625, grad_norm: 5.5818 2020-07-26 06:44:19,791 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 1 day, 22:07:53, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7836, loss_cls: 1.8844, loss: 1.8844, grad_norm: 5.5018 2020-07-26 06:44:33,612 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 1 day, 22:07:39, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.6065 2020-07-26 06:44:46,299 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 1 day, 22:07:23, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.7253 2020-07-26 06:45:00,189 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 1 day, 22:07:08, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.7737 2020-07-26 06:45:13,913 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 1 day, 22:06:53, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7719, loss_cls: 2.0000, loss: 2.0000, grad_norm: 5.6341 2020-07-26 06:45:27,951 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 1 day, 22:06:39, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.7406 2020-07-26 06:45:41,802 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 1 day, 22:06:25, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9804, loss: 1.9804, grad_norm: 5.8414 2020-07-26 06:45:55,462 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 1 day, 22:06:10, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.6760 2020-07-26 06:46:08,468 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 1 day, 22:05:54, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7727, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.6943 2020-07-26 06:46:22,559 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 1 day, 22:05:40, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.7058 2020-07-26 06:46:35,168 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 1 day, 22:05:24, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.6627 2020-07-26 06:46:48,395 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 1 day, 22:05:08, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7711, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.5939 2020-07-26 06:47:02,438 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 1 day, 22:04:54, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.5245 2020-07-26 06:47:15,234 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 1 day, 22:04:38, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.8016 2020-07-26 06:47:29,371 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 1 day, 22:04:24, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7852, loss_cls: 1.9094, loss: 1.9094, grad_norm: 5.5166 2020-07-26 06:47:43,028 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 1 day, 22:04:09, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 1.9868, loss: 1.9868, grad_norm: 5.7264 2020-07-26 06:47:56,244 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 1 day, 22:03:53, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.8328 2020-07-26 06:48:09,820 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 1 day, 22:03:38, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7859, loss_cls: 1.9353, loss: 1.9353, grad_norm: 5.6317 2020-07-26 06:48:23,541 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 1 day, 22:03:24, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.8589 2020-07-26 06:48:38,309 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 1 day, 22:03:11, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.6265 2020-07-26 06:48:51,113 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 1 day, 22:02:55, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7719, loss_cls: 2.0286, loss: 2.0286, grad_norm: 5.6450 2020-07-26 06:49:04,705 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 1 day, 22:02:40, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.9710 2020-07-26 06:49:18,356 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 1 day, 22:02:25, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.5848 2020-07-26 06:49:33,323 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 1 day, 22:02:12, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.7277 2020-07-26 06:49:46,550 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 1 day, 22:01:57, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.5495 2020-07-26 06:49:59,890 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 1 day, 22:01:41, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.6835 2020-07-26 06:50:12,685 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 1 day, 22:01:25, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.7063 2020-07-26 06:50:25,768 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 1 day, 22:01:09, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1240, loss: 2.1240, grad_norm: 5.8273 2020-07-26 06:50:39,356 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 1 day, 22:00:55, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.7628 2020-07-26 06:50:53,064 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 1 day, 22:00:40, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.5581 2020-07-26 06:51:06,280 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 1 day, 22:00:24, time: 0.659, data_time: 0.003, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.5821 2020-07-26 06:51:21,326 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 1 day, 22:00:12, time: 0.754, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.6993 2020-07-26 06:51:33,978 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 1 day, 21:59:55, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 1.9989, loss: 1.9989, grad_norm: 5.5792 2020-07-26 06:51:48,231 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 1 day, 21:59:42, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.6393 2020-07-26 06:52:01,160 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 1 day, 21:59:26, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7547, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.7356 2020-07-26 06:52:15,440 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 1 day, 21:59:12, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7797, loss_cls: 1.9751, loss: 1.9751, grad_norm: 5.5830 2020-07-26 06:52:29,689 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 1 day, 21:58:58, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.7596 2020-07-26 06:52:42,579 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 1 day, 21:58:42, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.6291 2020-07-26 06:52:56,664 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 1 day, 21:58:28, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7766, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.6837 2020-07-26 06:53:10,973 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 1 day, 21:58:14, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.7597 2020-07-26 06:53:23,621 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 1 day, 21:57:58, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.7616 2020-07-26 06:53:37,791 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 1 day, 21:57:44, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.6988 2020-07-26 06:53:51,311 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 1 day, 21:57:29, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.7320 2020-07-26 06:54:05,225 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 1 day, 21:57:15, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7750, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.4901 2020-07-26 06:54:18,326 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 1 day, 21:56:59, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 2.0157, loss: 2.0157, grad_norm: 5.4347 2020-07-26 06:54:32,154 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 1 day, 21:56:44, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.9677, loss: 1.9677, grad_norm: 5.4085 2020-07-26 06:54:46,206 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 1 day, 21:56:30, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.4465 2020-07-26 06:55:00,276 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 1 day, 21:56:16, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.4080 2020-07-26 06:55:14,084 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 1 day, 21:56:02, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7664, loss_cls: 2.0436, loss: 2.0436, grad_norm: 5.4980 2020-07-26 06:55:26,622 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 1 day, 21:55:45, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7523, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.6549 2020-07-26 06:55:41,467 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 1 day, 21:55:32, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7727, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.6755 2020-07-26 06:55:54,135 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 1 day, 21:55:16, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.5723 2020-07-26 06:56:07,479 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 1 day, 21:55:00, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.6910 2020-07-26 06:56:22,322 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 1 day, 21:54:48, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.7799 2020-07-26 06:56:36,516 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 1 day, 21:54:34, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.5696 2020-07-26 06:56:50,272 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 1 day, 21:54:19, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.7029 2020-07-26 06:57:02,931 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 1 day, 21:54:03, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1747, loss: 2.1747, grad_norm: 5.8071 2020-07-26 06:57:16,082 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 1 day, 21:53:47, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7883, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.6983 2020-07-26 06:57:30,475 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 1 day, 21:53:33, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.6275 2020-07-26 06:57:43,826 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 1 day, 21:53:18, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.6731 2020-07-26 06:57:57,816 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 1 day, 21:53:04, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7789, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.6094 2020-07-26 06:58:10,526 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 1 day, 21:52:48, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.6517 2020-07-26 06:58:25,896 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 1 day, 21:52:36, time: 0.770, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7523, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.7179 2020-07-26 06:58:38,377 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 1 day, 21:52:19, time: 0.624, data_time: 0.002, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7602, loss_cls: 1.9656, loss: 1.9656, grad_norm: 5.5959 2020-07-26 06:58:51,353 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 1 day, 21:52:03, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.8945 2020-07-26 06:59:06,441 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 1 day, 21:51:51, time: 0.757, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7680, loss_cls: 2.0093, loss: 2.0093, grad_norm: 5.6814 2020-07-26 06:59:19,268 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 1 day, 21:51:34, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.6849 2020-07-26 06:59:32,330 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 1 day, 21:51:19, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.7422 2020-07-26 06:59:45,449 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 1 day, 21:51:03, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.8282 2020-07-26 06:59:59,013 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 1 day, 21:50:48, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7812, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.7418 2020-07-26 07:00:13,602 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 1 day, 21:50:35, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7539, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.6108 2020-07-26 07:00:26,607 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 1 day, 21:50:19, time: 0.662, data_time: 0.026, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7727, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.7296 2020-07-26 07:00:39,937 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 1 day, 21:50:04, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.5854 2020-07-26 07:00:55,134 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 1 day, 21:49:52, time: 0.762, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7891, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.6195 2020-07-26 07:01:08,795 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 1 day, 21:49:37, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0027, loss: 2.0027, grad_norm: 5.6565 2020-07-26 07:01:22,154 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 1 day, 21:49:22, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.4917 2020-07-26 07:01:35,340 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 1 day, 21:49:06, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.6834 2020-07-26 07:01:48,803 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 1 day, 21:48:51, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 1.9785, loss: 1.9785, grad_norm: 5.4696 2020-07-26 07:02:02,101 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 1 day, 21:48:35, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9295, loss: 1.9295, grad_norm: 5.6308 2020-07-26 07:02:15,719 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 1 day, 21:48:21, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7406, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.8203 2020-07-26 07:02:29,378 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 1 day, 21:48:06, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1314, loss: 2.1314, grad_norm: 5.8384 2020-07-26 07:02:42,710 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 1 day, 21:47:51, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.6877 2020-07-26 07:02:56,997 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 1 day, 21:47:37, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7570, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.6737 2020-07-26 07:03:09,737 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 1 day, 21:47:21, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.7210 2020-07-26 07:03:23,283 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 1 day, 21:47:06, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7742, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.6288 2020-07-26 07:03:36,259 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 1 day, 21:46:50, time: 0.647, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0015, loss: 2.0015, grad_norm: 5.6505 2020-07-26 07:03:50,053 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 1 day, 21:46:35, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.5881 2020-07-26 07:04:03,155 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 1 day, 21:46:19, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.8370 2020-07-26 07:04:17,048 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 1 day, 21:46:05, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.7328 2020-07-26 07:04:30,236 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 1 day, 21:45:50, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7875, loss_cls: 1.9030, loss: 1.9030, grad_norm: 5.4612 2020-07-26 07:04:43,991 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 1 day, 21:45:35, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 1.9761, loss: 1.9761, grad_norm: 5.5778 2020-07-26 07:04:58,363 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 1 day, 21:45:21, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.6401 2020-07-26 07:05:11,930 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 1 day, 21:45:07, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7859, loss_cls: 1.9057, loss: 1.9057, grad_norm: 5.3889 2020-07-26 07:05:25,009 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 1 day, 21:44:51, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.6182 2020-07-26 07:05:39,125 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 1 day, 21:44:37, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 2.0406, loss: 2.0406, grad_norm: 5.5232 2020-07-26 07:05:52,683 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 1 day, 21:44:22, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7836, loss_cls: 1.9593, loss: 1.9593, grad_norm: 5.6794 2020-07-26 07:06:06,922 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 1 day, 21:44:08, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.6244 2020-07-26 07:06:20,108 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 1 day, 21:43:52, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0067, loss: 2.0067, grad_norm: 5.7209 2020-07-26 07:06:33,418 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 1 day, 21:43:37, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.7591 2020-07-26 07:06:46,933 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 1 day, 21:43:22, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.5905 2020-07-26 07:07:01,412 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 1 day, 21:43:09, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9937, loss: 1.9937, grad_norm: 5.5241 2020-07-26 07:07:15,867 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 1 day, 21:42:55, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.7632 2020-07-26 07:07:28,990 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 1 day, 21:42:40, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.8577 2020-07-26 07:07:43,659 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 1 day, 21:42:27, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 1.9742, loss: 1.9742, grad_norm: 5.4920 2020-07-26 07:07:56,218 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 1 day, 21:42:10, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7359, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.8647 2020-07-26 07:08:09,873 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 1 day, 21:41:55, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0818, loss: 2.0818, grad_norm: 5.7905 2020-07-26 07:08:22,666 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 1 day, 21:41:39, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.7854 2020-07-26 07:08:37,532 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 1 day, 21:41:26, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.8362 2020-07-26 07:08:49,968 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 1 day, 21:41:10, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.7206 2020-07-26 07:09:04,671 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 1 day, 21:40:56, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7586, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.7435 2020-07-26 07:09:17,558 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 1 day, 21:40:41, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7867, loss_cls: 1.9465, loss: 1.9465, grad_norm: 5.8161 2020-07-26 07:09:31,740 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 1 day, 21:40:27, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.6695 2020-07-26 07:09:46,475 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 1 day, 21:40:14, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0371, loss: 2.0371, grad_norm: 5.7758 2020-07-26 07:09:58,921 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 1 day, 21:39:57, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.8318 2020-07-26 07:10:12,672 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 1 day, 21:39:42, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.6171 2020-07-26 07:10:27,205 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 1 day, 21:39:29, time: 0.725, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.7025 2020-07-26 07:10:40,278 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 1 day, 21:39:13, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.8635 2020-07-26 07:10:54,693 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 1 day, 21:39:00, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 2.0247, loss: 2.0247, grad_norm: 5.7728 2020-07-26 07:11:07,978 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 1 day, 21:38:44, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.7721 2020-07-26 07:11:21,110 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 1 day, 21:38:29, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7672, loss_cls: 1.9737, loss: 1.9737, grad_norm: 5.5064 2020-07-26 07:11:35,425 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 1 day, 21:38:15, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 1.9824, loss: 1.9824, grad_norm: 5.6129 2020-07-26 07:11:48,502 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 1 day, 21:37:59, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.6869 2020-07-26 07:12:02,467 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 1 day, 21:37:45, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.6257 2020-07-26 07:12:16,587 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 1 day, 21:37:31, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.6753 2020-07-26 07:12:29,622 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 1 day, 21:37:15, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.6112 2020-07-26 07:12:44,703 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 1 day, 21:37:03, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 1.9806, loss: 1.9806, grad_norm: 5.4607 2020-07-26 07:12:56,917 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 1 day, 21:36:46, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.7426 2020-07-26 07:13:12,022 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 1 day, 21:36:33, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.6110 2020-07-26 07:13:25,615 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 1 day, 21:36:19, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.6864 2020-07-26 07:13:39,109 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 1 day, 21:36:03, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.5330 2020-07-26 07:13:53,172 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 1 day, 21:35:49, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.6335 2020-07-26 07:14:07,373 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 1 day, 21:35:36, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.5814 2020-07-26 07:14:21,121 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 1 day, 21:35:21, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.6243 2020-07-26 07:14:35,484 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 1 day, 21:35:07, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.3634 2020-07-26 07:14:48,932 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 1 day, 21:34:52, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.6332 2020-07-26 07:15:02,642 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 1 day, 21:34:38, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.7324 2020-07-26 07:15:15,316 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 1 day, 21:34:21, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.5257 2020-07-26 07:15:28,763 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 1 day, 21:34:06, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.7115 2020-07-26 07:15:42,786 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 1 day, 21:33:52, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.6237 2020-07-26 07:15:56,328 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 1 day, 21:33:37, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.7281 2020-07-26 07:16:10,083 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 1 day, 21:33:23, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0115, loss: 2.0115, grad_norm: 5.6429 2020-07-26 07:16:22,938 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 1 day, 21:33:06, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.5391 2020-07-26 07:16:35,864 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 1 day, 21:32:50, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1536, loss: 2.1536, grad_norm: 5.5859 2020-07-26 07:16:50,100 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 1 day, 21:32:37, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.6050 2020-07-26 07:17:03,186 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 1 day, 21:32:21, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7414, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.6849 2020-07-26 07:17:16,409 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 1 day, 21:32:05, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.6559 2020-07-26 07:17:30,491 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 1 day, 21:31:51, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7562, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.6409 2020-07-26 07:17:45,004 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 1 day, 21:31:38, time: 0.726, data_time: 0.003, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.5443 2020-07-26 07:17:57,680 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-26 07:18:22,756 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 1 day, 21:31:07, time: 1.160, data_time: 0.541, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.6024 2020-07-26 07:18:35,870 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 1 day, 21:30:52, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.7417 2020-07-26 07:18:48,723 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 1 day, 21:30:36, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.6776 2020-07-26 07:19:01,046 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 1 day, 21:30:19, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7570, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.6033 2020-07-26 07:19:15,159 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 1 day, 21:30:05, time: 0.706, data_time: 0.002, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.6861 2020-07-26 07:19:28,450 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 1 day, 21:29:49, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9600, loss: 1.9600, grad_norm: 5.3919 2020-07-26 07:19:41,662 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 1 day, 21:29:34, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.5054 2020-07-26 07:19:55,630 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 1 day, 21:29:20, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0390, loss: 2.0390, grad_norm: 5.6837 2020-07-26 07:20:08,582 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 1 day, 21:29:04, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0046, loss: 2.0046, grad_norm: 5.5501 2020-07-26 07:20:22,860 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 1 day, 21:28:50, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7820, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.7406 2020-07-26 07:20:36,013 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 1 day, 21:28:35, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7961, loss_cls: 1.9088, loss: 1.9088, grad_norm: 5.4087 2020-07-26 07:20:49,681 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 1 day, 21:28:20, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7766, loss_cls: 1.9585, loss: 1.9585, grad_norm: 5.5333 2020-07-26 07:21:03,473 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 1 day, 21:28:05, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7820, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.4610 2020-07-26 07:21:16,977 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 1 day, 21:27:50, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.4939 2020-07-26 07:21:31,115 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 1 day, 21:27:36, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.6706 2020-07-26 07:21:43,924 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 1 day, 21:27:20, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.6366 2020-07-26 07:21:57,494 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 1 day, 21:27:05, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.5706 2020-07-26 07:22:12,285 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 1 day, 21:26:52, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7523, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.5938 2020-07-26 07:22:25,417 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 1 day, 21:26:37, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.8749 2020-07-26 07:22:38,710 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 1 day, 21:26:21, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.7315 2020-07-26 07:22:52,535 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 1 day, 21:26:07, time: 0.698, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7937, loss_cls: 1.9323, loss: 1.9323, grad_norm: 5.7435 2020-07-26 07:23:06,165 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 1 day, 21:25:52, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7625, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.7776 2020-07-26 07:23:19,278 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 1 day, 21:25:37, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7773, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.6679 2020-07-26 07:23:34,087 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 1 day, 21:25:24, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7727, loss_cls: 1.9247, loss: 1.9247, grad_norm: 5.7663 2020-07-26 07:23:47,333 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 1 day, 21:25:08, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9357, loss: 1.9357, grad_norm: 5.5296 2020-07-26 07:24:00,967 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 1 day, 21:24:54, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.5623 2020-07-26 07:24:13,483 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 1 day, 21:24:37, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0452, loss: 2.0452, grad_norm: 5.7311 2020-07-26 07:24:27,585 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 1 day, 21:24:23, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7773, loss_cls: 1.8850, loss: 1.8850, grad_norm: 5.4297 2020-07-26 07:24:40,462 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 1 day, 21:24:07, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7688, loss_cls: 1.9805, loss: 1.9805, grad_norm: 5.6624 2020-07-26 07:24:54,139 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 1 day, 21:23:52, time: 0.678, data_time: 0.010, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.6268 2020-07-26 07:25:07,467 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 1 day, 21:23:37, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9466, loss: 1.9466, grad_norm: 5.6216 2020-07-26 07:25:20,594 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 1 day, 21:23:22, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9472, loss: 1.9472, grad_norm: 5.6078 2020-07-26 07:25:34,029 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 1 day, 21:23:06, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.8384 2020-07-26 07:25:47,466 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 1 day, 21:22:51, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.7462 2020-07-26 07:26:00,995 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 1 day, 21:22:36, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0197, loss: 2.0197, grad_norm: 5.7407 2020-07-26 07:26:15,118 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 1 day, 21:22:22, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7664, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.5556 2020-07-26 07:26:28,311 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 1 day, 21:22:07, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.8054 2020-07-26 07:26:42,071 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 1 day, 21:21:52, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.7485 2020-07-26 07:26:56,316 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 1 day, 21:21:39, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.7293 2020-07-26 07:27:09,045 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 1 day, 21:21:22, time: 0.635, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.9059 2020-07-26 07:27:23,476 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 1 day, 21:21:09, time: 0.723, data_time: 0.004, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7570, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.7374 2020-07-26 07:27:36,679 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 1 day, 21:20:53, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.8480 2020-07-26 07:27:50,876 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 1 day, 21:20:40, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9793, loss: 1.9793, grad_norm: 5.6911 2020-07-26 07:28:03,835 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 1 day, 21:20:24, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7883, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.6395 2020-07-26 07:28:17,510 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 1 day, 21:20:09, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0064, loss: 2.0064, grad_norm: 5.7914 2020-07-26 07:28:30,396 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 1 day, 21:19:53, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.7408 2020-07-26 07:28:44,608 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 1 day, 21:19:39, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.7544 2020-07-26 07:28:58,018 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 1 day, 21:19:24, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9640, loss: 1.9640, grad_norm: 5.6562 2020-07-26 07:29:12,052 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 1 day, 21:19:10, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.8617 2020-07-26 07:29:25,299 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 1 day, 21:18:54, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 1.9972, loss: 1.9972, grad_norm: 5.6553 2020-07-26 07:29:40,220 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 1 day, 21:18:42, time: 0.749, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 1.9654, loss: 1.9654, grad_norm: 5.8332 2020-07-26 07:29:52,934 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 1 day, 21:18:26, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 1.9634, loss: 1.9634, grad_norm: 5.6918 2020-07-26 07:30:07,548 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 1 day, 21:18:12, time: 0.734, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 1.9452, loss: 1.9452, grad_norm: 5.6716 2020-07-26 07:30:20,232 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 1 day, 21:17:56, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7594, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.7874 2020-07-26 07:30:33,276 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 1 day, 21:17:40, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7656, loss_cls: 1.9254, loss: 1.9254, grad_norm: 5.7108 2020-07-26 07:30:46,557 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 1 day, 21:17:25, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.8020 2020-07-26 07:31:01,209 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 1 day, 21:17:12, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.6811 2020-07-26 07:31:14,328 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 1 day, 21:16:56, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7883, loss_cls: 1.9549, loss: 1.9549, grad_norm: 5.7542 2020-07-26 07:31:28,692 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 1 day, 21:16:43, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.5878 2020-07-26 07:31:42,208 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 1 day, 21:16:28, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.7814 2020-07-26 07:31:55,257 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 1 day, 21:16:12, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7695, loss_cls: 1.9966, loss: 1.9966, grad_norm: 5.7641 2020-07-26 07:32:09,710 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 1 day, 21:15:59, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7812, loss_cls: 1.9551, loss: 1.9551, grad_norm: 5.6220 2020-07-26 07:32:23,136 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 1 day, 21:15:43, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.7236 2020-07-26 07:32:37,094 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 1 day, 21:15:29, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.6298 2020-07-26 07:32:51,065 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 1 day, 21:15:15, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0437, loss: 2.0437, grad_norm: 5.7456 2020-07-26 07:33:04,607 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 1 day, 21:15:00, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.4330 2020-07-26 07:33:17,661 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 1 day, 21:14:44, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9511, loss: 1.9511, grad_norm: 5.7159 2020-07-26 07:33:32,231 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 1 day, 21:14:31, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.0482, loss: 2.0482, grad_norm: 5.8632 2020-07-26 07:33:44,656 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 1 day, 21:14:14, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.7092 2020-07-26 07:33:58,259 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 1 day, 21:14:00, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9818, loss: 1.9818, grad_norm: 5.7443 2020-07-26 07:34:12,102 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 1 day, 21:13:45, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9686, loss: 1.9686, grad_norm: 5.6902 2020-07-26 07:34:24,562 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 1 day, 21:13:29, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.5749 2020-07-26 07:34:38,724 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 1 day, 21:13:15, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7828, loss_cls: 1.9359, loss: 1.9359, grad_norm: 5.6279 2020-07-26 07:34:51,643 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 1 day, 21:12:59, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.8140 2020-07-26 07:35:04,785 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 1 day, 21:12:43, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7516, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.6089 2020-07-26 07:35:17,660 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 1 day, 21:12:27, time: 0.644, data_time: 0.002, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7742, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.7715 2020-07-26 07:35:31,534 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 1 day, 21:12:13, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.7079 2020-07-26 07:35:45,212 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 1 day, 21:11:58, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.7466 2020-07-26 07:35:58,433 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 1 day, 21:11:43, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.6581 2020-07-26 07:36:11,905 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 1 day, 21:11:28, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.7901 2020-07-26 07:36:25,685 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 1 day, 21:11:13, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7672, loss_cls: 2.0717, loss: 2.0717, grad_norm: 5.8851 2020-07-26 07:36:39,751 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 1 day, 21:10:59, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.8198 2020-07-26 07:36:52,481 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 1 day, 21:10:43, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.6786 2020-07-26 07:37:06,824 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 1 day, 21:10:29, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7609, loss_cls: 1.9386, loss: 1.9386, grad_norm: 5.5447 2020-07-26 07:37:19,416 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 1 day, 21:10:13, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7570, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.7763 2020-07-26 07:37:32,315 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 1 day, 21:09:57, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.8861 2020-07-26 07:37:45,835 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 1 day, 21:09:42, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.8464 2020-07-26 07:37:58,913 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 1 day, 21:09:26, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.6987 2020-07-26 07:38:12,733 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 1 day, 21:09:12, time: 0.699, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 1.9755, loss: 1.9755, grad_norm: 5.5559 2020-07-26 07:38:26,038 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 1 day, 21:08:57, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.7112 2020-07-26 07:38:39,137 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 1 day, 21:08:41, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.6101 2020-07-26 07:38:52,911 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 1 day, 21:08:26, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.6524 2020-07-26 07:39:06,031 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 1 day, 21:08:11, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.5888 2020-07-26 07:39:20,932 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 1 day, 21:07:58, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7680, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.6263 2020-07-26 07:39:34,628 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 1 day, 21:07:44, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.6507 2020-07-26 07:39:47,706 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 1 day, 21:07:28, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7820, loss_cls: 1.9378, loss: 1.9378, grad_norm: 5.6405 2020-07-26 07:40:01,063 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 1 day, 21:07:13, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7734, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.5732 2020-07-26 07:40:14,671 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 1 day, 21:06:58, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.6616 2020-07-26 07:40:28,909 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 1 day, 21:06:44, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.6781 2020-07-26 07:40:42,663 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 1 day, 21:06:30, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.7192 2020-07-26 07:40:56,941 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 1 day, 21:06:16, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9773, loss: 1.9773, grad_norm: 5.6733 2020-07-26 07:41:09,910 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 1 day, 21:06:00, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.7579 2020-07-26 07:41:24,285 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 1 day, 21:05:47, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.7412 2020-07-26 07:41:38,167 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 1 day, 21:05:32, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.6957 2020-07-26 07:41:50,842 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 1 day, 21:05:16, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.6273 2020-07-26 07:42:04,147 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 1 day, 21:05:01, time: 0.663, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.8068 2020-07-26 07:42:19,086 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 1 day, 21:04:48, time: 0.750, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.7400 2020-07-26 07:42:32,408 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 1 day, 21:04:33, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.6927 2020-07-26 07:42:45,179 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 1 day, 21:04:17, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9834, loss: 1.9834, grad_norm: 5.6180 2020-07-26 07:42:59,425 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 1 day, 21:04:03, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.5842 2020-07-26 07:43:12,452 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 1 day, 21:03:47, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.6588 2020-07-26 07:43:26,158 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 1 day, 21:03:32, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.5922 2020-07-26 07:43:38,865 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 1 day, 21:03:16, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7586, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.5883 2020-07-26 07:43:52,373 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 1 day, 21:03:01, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.5830 2020-07-26 07:44:05,960 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 1 day, 21:02:47, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.8187 2020-07-26 07:44:19,711 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 1 day, 21:02:32, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.7035 2020-07-26 07:44:32,550 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 1 day, 21:02:16, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7805, loss_cls: 1.9284, loss: 1.9284, grad_norm: 5.6568 2020-07-26 07:44:46,059 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 1 day, 21:02:01, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.7506 2020-07-26 07:44:59,317 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 1 day, 21:01:46, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.7687 2020-07-26 07:45:13,134 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 1 day, 21:01:31, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7891, loss_cls: 1.9136, loss: 1.9136, grad_norm: 5.5773 2020-07-26 07:45:26,531 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 1 day, 21:01:16, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7641, loss_cls: 2.0287, loss: 2.0287, grad_norm: 5.5693 2020-07-26 07:45:39,983 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 1 day, 21:01:01, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.6307 2020-07-26 07:45:53,285 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 1 day, 21:00:46, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7867, loss_cls: 1.8587, loss: 1.8587, grad_norm: 5.7258 2020-07-26 07:46:07,331 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 1 day, 21:00:32, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.7648 2020-07-26 07:46:20,657 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 1 day, 21:00:16, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7758, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.6504 2020-07-26 07:46:35,112 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 1 day, 21:00:03, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0099, loss: 2.0099, grad_norm: 5.6712 2020-07-26 07:46:48,262 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 1 day, 20:59:48, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.6795 2020-07-26 07:47:01,770 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 1 day, 20:59:33, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.7046 2020-07-26 07:47:14,731 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 1 day, 20:59:17, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.6789 2020-07-26 07:47:28,561 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 1 day, 20:59:02, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 1.9718, loss: 1.9718, grad_norm: 5.7673 2020-07-26 07:47:41,486 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 1 day, 20:58:46, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7602, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.8746 2020-07-26 07:47:55,184 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 1 day, 20:58:32, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.5974 2020-07-26 07:48:09,136 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 1 day, 20:58:18, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7758, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.5243 2020-07-26 07:48:23,565 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 1 day, 20:58:04, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.6796 2020-07-26 07:48:36,219 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 1 day, 20:57:48, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.4343 2020-07-26 07:48:50,171 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 1 day, 20:57:34, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 1.9591, loss: 1.9591, grad_norm: 5.5820 2020-07-26 07:49:04,040 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 1 day, 20:57:19, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7844, loss_cls: 1.9037, loss: 1.9037, grad_norm: 5.4989 2020-07-26 07:49:18,075 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 1 day, 20:57:05, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7797, loss_cls: 1.9405, loss: 1.9405, grad_norm: 5.5886 2020-07-26 07:49:31,353 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 1 day, 20:56:50, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7586, loss_cls: 2.0169, loss: 2.0169, grad_norm: 5.6049 2020-07-26 07:49:45,480 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 1 day, 20:56:36, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.8400 2020-07-26 07:49:59,706 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 1 day, 20:56:22, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.6361 2020-07-26 07:50:12,072 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 1 day, 20:56:05, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7930, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.4943 2020-07-26 07:50:25,220 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 1 day, 20:55:50, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7695, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.7181 2020-07-26 07:50:39,652 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 1 day, 20:55:36, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7664, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.6270 2020-07-26 07:50:52,930 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 1 day, 20:55:21, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.6295 2020-07-26 07:51:05,659 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 1 day, 20:55:05, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9487, loss: 1.9487, grad_norm: 5.5701 2020-07-26 07:51:19,402 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 1 day, 20:54:50, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0518, loss: 2.0518, grad_norm: 5.8305 2020-07-26 07:51:33,242 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 1 day, 20:54:36, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.8041 2020-07-26 07:51:46,721 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 1 day, 20:54:21, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.6079 2020-07-26 07:51:59,809 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 1 day, 20:54:05, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0442, loss: 2.0442, grad_norm: 5.6711 2020-07-26 07:52:14,247 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 1 day, 20:53:52, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7680, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.9167 2020-07-26 07:52:27,676 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 1 day, 20:53:37, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.7699 2020-07-26 07:52:40,567 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 1 day, 20:53:21, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7797, loss_cls: 1.9485, loss: 1.9485, grad_norm: 5.6082 2020-07-26 07:52:54,535 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 1 day, 20:53:07, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.6905 2020-07-26 07:53:07,951 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 1 day, 20:52:52, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.6578 2020-07-26 07:53:21,172 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 1 day, 20:52:36, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.1672, loss: 2.1672, grad_norm: 5.7432 2020-07-26 07:53:35,628 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 1 day, 20:52:23, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.7016 2020-07-26 07:53:49,169 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 1 day, 20:52:08, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7555, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.7126 2020-07-26 07:54:02,834 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 1 day, 20:51:53, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.8377 2020-07-26 07:54:16,362 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 1 day, 20:51:38, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7805, loss_cls: 1.9185, loss: 1.9185, grad_norm: 5.6510 2020-07-26 07:54:29,873 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 1 day, 20:51:23, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.6925 2020-07-26 07:54:42,674 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 1 day, 20:51:07, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.9235 2020-07-26 07:54:57,204 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 1 day, 20:50:54, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7570, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.8216 2020-07-26 07:55:09,754 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 1 day, 20:50:38, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.9153 2020-07-26 07:55:25,228 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 1 day, 20:50:26, time: 0.776, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9835, loss: 1.9835, grad_norm: 5.8639 2020-07-26 07:55:37,728 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 1 day, 20:50:09, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.0259, loss: 2.0259, grad_norm: 5.8570 2020-07-26 07:55:51,397 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 1 day, 20:49:55, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.5959 2020-07-26 07:56:06,022 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 1 day, 20:49:42, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7398, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.5414 2020-07-26 07:56:18,964 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 1 day, 20:49:26, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0004, loss: 2.0004, grad_norm: 5.4068 2020-07-26 07:56:32,999 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 1 day, 20:49:12, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.6660 2020-07-26 07:56:46,560 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 1 day, 20:48:57, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0715, loss: 2.0715, grad_norm: 5.7263 2020-07-26 07:56:59,486 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 1 day, 20:48:41, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.7292 2020-07-26 07:57:13,427 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 1 day, 20:48:27, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.7334 2020-07-26 07:57:27,679 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 1 day, 20:48:13, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7828, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.7527 2020-07-26 07:57:41,204 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 1 day, 20:47:58, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.6310 2020-07-26 07:57:54,561 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 1 day, 20:47:43, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.8188 2020-07-26 07:58:08,292 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 1 day, 20:47:28, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.8068 2020-07-26 07:58:22,136 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 1 day, 20:47:14, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.7425 2020-07-26 07:58:35,891 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 1 day, 20:46:59, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.5539 2020-07-26 07:58:49,567 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 1 day, 20:46:45, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.9427 2020-07-26 07:59:01,955 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 1 day, 20:46:28, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.9194 2020-07-26 07:59:16,102 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 1 day, 20:46:14, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.7163 2020-07-26 07:59:28,813 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 1 day, 20:45:58, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9342, loss: 1.9342, grad_norm: 5.5802 2020-07-26 07:59:43,575 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 1 day, 20:45:45, time: 0.742, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.0257, loss: 2.0257, grad_norm: 5.5816 2020-07-26 07:59:57,229 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 1 day, 20:45:30, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.6490 2020-07-26 08:00:10,650 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 1 day, 20:45:15, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.6541 2020-07-26 08:00:23,711 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 1 day, 20:45:00, time: 0.659, data_time: 0.022, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7742, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.7246 2020-07-26 08:00:35,517 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-26 08:00:59,475 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 1 day, 20:44:27, time: 1.103, data_time: 0.510, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9688, loss: 1.9688, grad_norm: 5.6337 2020-07-26 08:01:11,892 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 1 day, 20:44:11, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7812, loss_cls: 1.8916, loss: 1.8916, grad_norm: 5.5054 2020-07-26 08:01:24,448 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 1 day, 20:43:54, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7828, loss_cls: 1.8675, loss: 1.8675, grad_norm: 5.5326 2020-07-26 08:01:38,318 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 1 day, 20:43:40, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.5992 2020-07-26 08:01:51,904 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 1 day, 20:43:25, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0421, loss: 2.0421, grad_norm: 5.7886 2020-07-26 08:02:04,415 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 1 day, 20:43:09, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.9052, loss: 1.9052, grad_norm: 5.4964 2020-07-26 08:02:18,103 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 1 day, 20:42:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.5993 2020-07-26 08:02:32,574 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 1 day, 20:42:41, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7781, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.6135 2020-07-26 08:02:45,114 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 1 day, 20:42:24, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.8672, loss: 1.8672, grad_norm: 5.7298 2020-07-26 08:02:59,636 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 1 day, 20:42:11, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.8899 2020-07-26 08:03:12,075 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 1 day, 20:41:54, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.7117 2020-07-26 08:03:25,244 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 1 day, 20:41:39, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 1.8679, loss: 1.8679, grad_norm: 5.5035 2020-07-26 08:03:38,751 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 1 day, 20:41:24, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.7259 2020-07-26 08:03:53,869 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 1 day, 20:41:12, time: 0.760, data_time: 0.007, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.4497 2020-07-26 08:04:07,628 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 1 day, 20:40:57, time: 0.686, data_time: 0.004, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.5786 2020-07-26 08:04:21,798 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 1 day, 20:40:43, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9418, loss: 1.9418, grad_norm: 5.7598 2020-07-26 08:04:35,345 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 1 day, 20:40:28, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.8581 2020-07-26 08:04:49,215 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 1 day, 20:40:14, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7688, loss_cls: 1.8975, loss: 1.8975, grad_norm: 5.5003 2020-07-26 08:05:02,820 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 1 day, 20:39:59, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9187, loss: 1.9187, grad_norm: 5.7351 2020-07-26 08:05:16,744 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 1 day, 20:39:45, time: 0.696, data_time: 0.001, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0661, loss: 2.0661, grad_norm: 5.7025 2020-07-26 08:05:30,146 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 1 day, 20:39:30, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.8127 2020-07-26 08:05:43,478 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 1 day, 20:39:15, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7773, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.6754 2020-07-26 08:05:56,440 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 1 day, 20:38:59, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.6961 2020-07-26 08:06:10,209 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 1 day, 20:38:44, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7477, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.6632 2020-07-26 08:06:24,632 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 1 day, 20:38:31, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 1.9584, loss: 1.9584, grad_norm: 5.7138 2020-07-26 08:06:38,977 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 1 day, 20:38:17, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7648, loss_cls: 1.9670, loss: 1.9670, grad_norm: 5.6056 2020-07-26 08:06:52,988 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 1 day, 20:38:03, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.6798 2020-07-26 08:07:05,732 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 1 day, 20:37:47, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7711, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.6046 2020-07-26 08:07:19,207 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 1 day, 20:37:32, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7727, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.6444 2020-07-26 08:07:32,277 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 1 day, 20:37:17, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.7448 2020-07-26 08:07:46,305 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 1 day, 20:37:03, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.8660 2020-07-26 08:08:00,283 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 1 day, 20:36:48, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 1.9757, loss: 1.9757, grad_norm: 5.8318 2020-07-26 08:08:12,926 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 1 day, 20:36:32, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7719, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.6280 2020-07-26 08:08:26,647 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 1 day, 20:36:17, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.7670 2020-07-26 08:08:40,932 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 1 day, 20:36:04, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7711, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.8169 2020-07-26 08:08:53,439 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 1 day, 20:35:47, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.7350 2020-07-26 08:09:06,266 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 1 day, 20:35:31, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7547, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.7838 2020-07-26 08:09:21,276 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 1 day, 20:35:19, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8363, loss: 1.8363, grad_norm: 5.4578 2020-07-26 08:09:33,530 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 1 day, 20:35:02, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.8117 2020-07-26 08:09:48,477 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 1 day, 20:34:49, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.5975 2020-07-26 08:10:00,960 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 1 day, 20:34:33, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7852, loss_cls: 1.9210, loss: 1.9210, grad_norm: 5.6813 2020-07-26 08:10:14,280 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 1 day, 20:34:18, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.7488 2020-07-26 08:10:28,795 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 1 day, 20:34:04, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.7956 2020-07-26 08:10:41,274 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 1 day, 20:33:48, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.8782, loss: 1.8782, grad_norm: 5.7021 2020-07-26 08:10:54,875 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 1 day, 20:33:33, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.7571 2020-07-26 08:11:09,008 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 1 day, 20:33:19, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.8500 2020-07-26 08:11:22,309 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 1 day, 20:33:04, time: 0.665, data_time: 0.003, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7641, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.6784 2020-07-26 08:11:37,041 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 1 day, 20:32:51, time: 0.735, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.8014 2020-07-26 08:11:50,506 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 1 day, 20:32:36, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.7588 2020-07-26 08:12:04,219 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 1 day, 20:32:21, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.6461 2020-07-26 08:12:17,644 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 1 day, 20:32:06, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7516, loss_cls: 2.0512, loss: 2.0512, grad_norm: 5.5589 2020-07-26 08:12:31,980 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 1 day, 20:31:53, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7719, loss_cls: 1.8915, loss: 1.8915, grad_norm: 5.3926 2020-07-26 08:12:46,106 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 1 day, 20:31:39, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7625, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.5939 2020-07-26 08:12:58,951 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 1 day, 20:31:23, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.9846 2020-07-26 08:13:12,831 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 1 day, 20:31:09, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.9468, loss: 1.9468, grad_norm: 5.6355 2020-07-26 08:13:26,405 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 1 day, 20:30:54, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0892, loss: 2.0892, grad_norm: 5.9195 2020-07-26 08:13:40,142 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 1 day, 20:30:39, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7789, loss_cls: 1.9812, loss: 1.9812, grad_norm: 5.6572 2020-07-26 08:13:53,076 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 1 day, 20:30:23, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.5963 2020-07-26 08:14:07,318 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 1 day, 20:30:10, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7875, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.5038 2020-07-26 08:14:20,594 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 1 day, 20:29:54, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7742, loss_cls: 1.9904, loss: 1.9904, grad_norm: 5.7036 2020-07-26 08:14:34,732 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 1 day, 20:29:40, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.8099 2020-07-26 08:14:48,176 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 1 day, 20:29:25, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7812, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.5467 2020-07-26 08:15:01,902 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 1 day, 20:29:11, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.8576 2020-07-26 08:15:15,175 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 1 day, 20:28:56, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.8622 2020-07-26 08:15:27,706 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 1 day, 20:28:39, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.6878 2020-07-26 08:15:41,701 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 1 day, 20:28:25, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7789, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.6752 2020-07-26 08:15:55,016 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 1 day, 20:28:10, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.9303, loss: 1.9303, grad_norm: 5.5481 2020-07-26 08:16:08,897 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 1 day, 20:27:56, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.9407 2020-07-26 08:16:23,242 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 1 day, 20:27:42, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.6592 2020-07-26 08:16:37,545 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 1 day, 20:27:28, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9982, loss: 1.9982, grad_norm: 5.8376 2020-07-26 08:16:50,315 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 1 day, 20:27:12, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.6646 2020-07-26 08:17:03,393 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 1 day, 20:26:57, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7797, loss_cls: 1.9533, loss: 1.9533, grad_norm: 5.7323 2020-07-26 08:17:16,921 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 1 day, 20:26:42, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.8645 2020-07-26 08:17:30,889 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 1 day, 20:26:28, time: 0.698, data_time: 0.003, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7594, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.5776 2020-07-26 08:17:45,037 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 1 day, 20:26:14, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.8362 2020-07-26 08:17:58,359 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 1 day, 20:25:59, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.6326 2020-07-26 08:18:13,038 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 1 day, 20:25:45, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.7651 2020-07-26 08:18:26,598 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 1 day, 20:25:31, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.5911 2020-07-26 08:18:39,958 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 1 day, 20:25:16, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7586, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.7030 2020-07-26 08:18:53,330 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 1 day, 20:25:01, time: 0.671, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7727, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.8196 2020-07-26 08:19:06,918 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 1 day, 20:24:46, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.7473 2020-07-26 08:19:20,642 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 1 day, 20:24:31, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7734, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.7311 2020-07-26 08:19:34,721 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 1 day, 20:24:17, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.8180 2020-07-26 08:19:48,094 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 1 day, 20:24:02, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.7617 2020-07-26 08:20:00,929 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 1 day, 20:23:46, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.8462 2020-07-26 08:20:14,921 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 1 day, 20:23:32, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.1249, loss: 2.1249, grad_norm: 5.6422 2020-07-26 08:20:27,661 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 1 day, 20:23:16, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7805, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.5702 2020-07-26 08:20:41,856 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 1 day, 20:23:02, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7727, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.6729 2020-07-26 08:20:54,714 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 1 day, 20:22:46, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9726, loss: 1.9726, grad_norm: 5.7162 2020-07-26 08:21:09,250 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 1 day, 20:22:33, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.6340 2020-07-26 08:21:22,982 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 1 day, 20:22:18, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0171, loss: 2.0171, grad_norm: 5.8055 2020-07-26 08:21:36,758 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 1 day, 20:22:04, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7695, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.6130 2020-07-26 08:21:50,238 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 1 day, 20:21:49, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.6541 2020-07-26 08:22:03,513 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 1 day, 20:21:34, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.8301 2020-07-26 08:22:17,711 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 1 day, 20:21:20, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.7357 2020-07-26 08:22:30,911 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 1 day, 20:21:05, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.6638 2020-07-26 08:22:44,365 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 1 day, 20:20:50, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7805, loss_cls: 1.9696, loss: 1.9696, grad_norm: 5.5914 2020-07-26 08:22:58,694 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 1 day, 20:20:36, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7750, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.7006 2020-07-26 08:23:11,825 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 1 day, 20:20:20, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9663, loss: 1.9663, grad_norm: 5.5148 2020-07-26 08:23:25,433 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 1 day, 20:20:06, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.8984 2020-07-26 08:23:38,578 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 1 day, 20:19:50, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.6897 2020-07-26 08:23:52,484 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 1 day, 20:19:36, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.7996 2020-07-26 08:24:06,172 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 1 day, 20:19:21, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 2.0144, loss: 2.0144, grad_norm: 5.7668 2020-07-26 08:24:20,115 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 1 day, 20:19:07, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.9412, loss: 1.9412, grad_norm: 5.5366 2020-07-26 08:24:32,753 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 1 day, 20:18:51, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9714, loss: 1.9714, grad_norm: 5.7029 2020-07-26 08:24:46,850 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 1 day, 20:18:37, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7773, loss_cls: 1.9490, loss: 1.9490, grad_norm: 5.6861 2020-07-26 08:25:00,308 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 1 day, 20:18:22, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.7864 2020-07-26 08:25:14,298 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 1 day, 20:18:08, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.9480 2020-07-26 08:25:27,563 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 1 day, 20:17:53, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.9990 2020-07-26 08:25:40,390 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 1 day, 20:17:37, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.7409 2020-07-26 08:25:54,179 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 1 day, 20:17:22, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.7685 2020-07-26 08:26:07,380 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 1 day, 20:17:07, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1215, loss: 2.1215, grad_norm: 5.8813 2020-07-26 08:26:21,628 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 1 day, 20:16:53, time: 0.710, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.7417 2020-07-26 08:26:34,395 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 1 day, 20:16:37, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.7297 2020-07-26 08:26:48,387 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 1 day, 20:16:23, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.6042 2020-07-26 08:27:03,594 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 1 day, 20:16:11, time: 0.761, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.6793 2020-07-26 08:27:16,060 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 1 day, 20:15:54, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.6860 2020-07-26 08:27:29,336 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 1 day, 20:15:39, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7570, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.7111 2020-07-26 08:27:42,642 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 1 day, 20:15:24, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7742, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.6389 2020-07-26 08:27:57,021 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 1 day, 20:15:10, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.7470 2020-07-26 08:28:10,355 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 1 day, 20:14:55, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0888, loss: 2.0888, grad_norm: 5.8259 2020-07-26 08:28:23,277 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 1 day, 20:14:39, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.7911 2020-07-26 08:28:37,184 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 1 day, 20:14:25, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0881, loss: 2.0881, grad_norm: 5.7726 2020-07-26 08:28:51,067 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 1 day, 20:14:11, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.6480 2020-07-26 08:29:04,436 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 1 day, 20:13:56, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.7715 2020-07-26 08:29:18,929 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 1 day, 20:13:42, time: 0.727, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.6327 2020-07-26 08:29:33,237 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 1 day, 20:13:29, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7641, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.4430 2020-07-26 08:29:46,980 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 1 day, 20:13:14, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.5656 2020-07-26 08:30:00,335 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 1 day, 20:12:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7758, loss_cls: 1.9542, loss: 1.9542, grad_norm: 5.6951 2020-07-26 08:30:13,804 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 1 day, 20:12:44, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.7092 2020-07-26 08:30:27,381 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 1 day, 20:12:29, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.8216 2020-07-26 08:30:42,213 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 1 day, 20:12:17, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.5979 2020-07-26 08:30:55,511 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 1 day, 20:12:01, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.7521 2020-07-26 08:31:08,995 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 1 day, 20:11:46, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.6818 2020-07-26 08:31:23,820 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 1 day, 20:11:34, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.6695 2020-07-26 08:31:37,579 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 1 day, 20:11:19, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9493, loss: 1.9493, grad_norm: 5.5914 2020-07-26 08:31:51,139 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 1 day, 20:11:04, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.6568 2020-07-26 08:32:03,884 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 1 day, 20:10:48, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.7220 2020-07-26 08:32:17,837 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 1 day, 20:10:34, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.8290 2020-07-26 08:32:30,852 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 1 day, 20:10:18, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.7509 2020-07-26 08:32:44,518 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 1 day, 20:10:04, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.7377 2020-07-26 08:32:57,984 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 1 day, 20:09:49, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5563, top5_acc: 0.8008, loss_cls: 1.8437, loss: 1.8437, grad_norm: 5.4477 2020-07-26 08:33:11,618 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 1 day, 20:09:34, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7703, loss_cls: 1.9562, loss: 1.9562, grad_norm: 5.7673 2020-07-26 08:33:25,378 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 1 day, 20:09:20, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.6432 2020-07-26 08:33:39,547 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 1 day, 20:09:06, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7703, loss_cls: 1.9708, loss: 1.9708, grad_norm: 5.5189 2020-07-26 08:33:52,094 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 1 day, 20:08:50, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.6792 2020-07-26 08:34:06,284 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 1 day, 20:08:36, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.9007 2020-07-26 08:34:19,750 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 1 day, 20:08:21, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7711, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.6669 2020-07-26 08:34:33,448 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 1 day, 20:08:06, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7742, loss_cls: 2.0319, loss: 2.0319, grad_norm: 5.5099 2020-07-26 08:34:46,012 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 1 day, 20:07:50, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9752, loss: 1.9752, grad_norm: 5.6275 2020-07-26 08:34:59,864 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 1 day, 20:07:36, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7586, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.7672 2020-07-26 08:35:12,723 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 1 day, 20:07:20, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.6261 2020-07-26 08:35:27,916 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 1 day, 20:07:07, time: 0.755, data_time: 0.005, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.5011 2020-07-26 08:35:41,150 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 1 day, 20:06:52, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.5251 2020-07-26 08:35:55,575 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 1 day, 20:06:39, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.5675 2020-07-26 08:36:08,995 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 1 day, 20:06:24, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.6669 2020-07-26 08:36:22,251 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 1 day, 20:06:08, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7703, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.5962 2020-07-26 08:36:35,989 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 1 day, 20:05:54, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7766, loss_cls: 1.9936, loss: 1.9936, grad_norm: 5.8614 2020-07-26 08:36:49,695 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 1 day, 20:05:39, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.7348 2020-07-26 08:37:03,767 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 1 day, 20:05:25, time: 0.710, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.5367 2020-07-26 08:37:16,653 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 1 day, 20:05:09, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.8272 2020-07-26 08:37:29,819 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 1 day, 20:04:54, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.5742 2020-07-26 08:37:43,803 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 1 day, 20:04:40, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.8656 2020-07-26 08:37:56,547 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 1 day, 20:04:24, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 1.9959, loss: 1.9959, grad_norm: 5.5041 2020-07-26 08:38:10,067 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 1 day, 20:04:09, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.9292, loss: 1.9292, grad_norm: 5.5603 2020-07-26 08:38:23,352 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 1 day, 20:03:54, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.8219 2020-07-26 08:38:36,647 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 1 day, 20:03:39, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1088, loss: 2.1088, grad_norm: 5.6776 2020-07-26 08:38:50,290 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 1 day, 20:03:24, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.7175 2020-07-26 08:39:04,124 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 1 day, 20:03:10, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0605, loss: 2.0605, grad_norm: 5.6109 2020-07-26 08:39:16,734 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 1 day, 20:02:54, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.5688 2020-07-26 08:39:30,035 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 1 day, 20:02:38, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8827, loss: 1.8827, grad_norm: 5.6050 2020-07-26 08:39:45,154 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 1 day, 20:02:26, time: 0.759, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7672, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.8096 2020-07-26 08:39:58,762 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 1 day, 20:02:11, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7656, loss_cls: 1.9872, loss: 1.9872, grad_norm: 5.8086 2020-07-26 08:40:12,912 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 1 day, 20:01:57, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7797, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.6298 2020-07-26 08:40:26,468 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 1 day, 20:01:42, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.7688 2020-07-26 08:40:39,370 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 1 day, 20:01:27, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.6055 2020-07-26 08:40:55,547 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 1 day, 20:01:16, time: 0.805, data_time: 0.004, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.6855 2020-07-26 08:41:07,608 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 1 day, 20:00:59, time: 0.606, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0315, loss: 2.0315, grad_norm: 5.8331 2020-07-26 08:41:20,520 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 1 day, 20:00:43, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7828, loss_cls: 2.0034, loss: 2.0034, grad_norm: 5.6693 2020-07-26 08:41:34,818 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 1 day, 20:00:29, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.7179 2020-07-26 08:41:47,584 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 1 day, 20:00:14, time: 0.640, data_time: 0.003, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7734, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.5980 2020-07-26 08:42:01,294 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 1 day, 19:59:59, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.8202 2020-07-26 08:42:14,224 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 1 day, 19:59:43, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0652, loss: 2.0652, grad_norm: 5.9331 2020-07-26 08:42:27,643 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 1 day, 19:59:28, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7727, loss_cls: 2.0113, loss: 2.0113, grad_norm: 5.5705 2020-07-26 08:42:41,821 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 1 day, 19:59:14, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.5168 2020-07-26 08:42:55,189 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 1 day, 19:58:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.6754 2020-07-26 08:43:09,529 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 1 day, 19:58:46, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7781, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.7659 2020-07-26 08:43:20,382 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-26 08:43:41,928 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-03, eta: 1 day, 19:58:12, time: 1.052, data_time: 0.445, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7375, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.5340 2020-07-26 08:43:54,388 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-03, eta: 1 day, 19:57:56, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7875, loss_cls: 1.8838, loss: 1.8838, grad_norm: 5.4876 2020-07-26 08:44:07,394 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-03, eta: 1 day, 19:57:40, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8122, loss: 1.8122, grad_norm: 5.3631 2020-07-26 08:44:21,107 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-03, eta: 1 day, 19:57:26, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5672, top5_acc: 0.8016, loss_cls: 1.8600, loss: 1.8600, grad_norm: 5.4346 2020-07-26 08:44:34,286 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-03, eta: 1 day, 19:57:10, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7641, loss_cls: 1.9576, loss: 1.9576, grad_norm: 5.4337 2020-07-26 08:44:48,566 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-03, eta: 1 day, 19:56:57, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7852, loss_cls: 1.8669, loss: 1.8669, grad_norm: 5.3467 2020-07-26 08:45:01,573 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-03, eta: 1 day, 19:56:41, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7961, loss_cls: 1.8955, loss: 1.8955, grad_norm: 5.3339 2020-07-26 08:45:15,630 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-03, eta: 1 day, 19:56:27, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.5719, top5_acc: 0.7742, loss_cls: 1.9031, loss: 1.9031, grad_norm: 5.4174 2020-07-26 08:45:28,191 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-03, eta: 1 day, 19:56:11, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.5773, top5_acc: 0.7984, loss_cls: 1.8133, loss: 1.8133, grad_norm: 5.4602 2020-07-26 08:45:41,611 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-03, eta: 1 day, 19:55:56, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.7603, loss: 1.7603, grad_norm: 5.2327 2020-07-26 08:45:55,441 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-03, eta: 1 day, 19:55:41, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7922, loss_cls: 1.8284, loss: 1.8284, grad_norm: 5.4485 2020-07-26 08:46:09,347 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-03, eta: 1 day, 19:55:27, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7844, loss_cls: 1.8658, loss: 1.8658, grad_norm: 5.4491 2020-07-26 08:46:22,414 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-03, eta: 1 day, 19:55:12, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.5664, top5_acc: 0.8148, loss_cls: 1.7573, loss: 1.7573, grad_norm: 5.4027 2020-07-26 08:46:36,468 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-03, eta: 1 day, 19:54:58, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5695, top5_acc: 0.7914, loss_cls: 1.7778, loss: 1.7778, grad_norm: 5.3492 2020-07-26 08:46:49,317 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-03, eta: 1 day, 19:54:42, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7953, loss_cls: 1.7824, loss: 1.7824, grad_norm: 5.2672 2020-07-26 08:47:03,151 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-03, eta: 1 day, 19:54:28, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7906, loss_cls: 1.8622, loss: 1.8622, grad_norm: 5.5341 2020-07-26 08:47:16,822 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-03, eta: 1 day, 19:54:13, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7407, loss: 1.7407, grad_norm: 5.3499 2020-07-26 08:47:31,802 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-03, eta: 1 day, 19:54:00, time: 0.753, data_time: 0.006, memory: 5170, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7742, loss: 1.7742, grad_norm: 5.2988 2020-07-26 08:47:44,537 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-03, eta: 1 day, 19:53:44, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7340, loss: 1.7340, grad_norm: 5.3115 2020-07-26 08:47:58,053 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-03, eta: 1 day, 19:53:29, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7984, loss_cls: 1.8613, loss: 1.8613, grad_norm: 5.5778 2020-07-26 08:48:11,865 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-03, eta: 1 day, 19:53:15, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.3484 2020-07-26 08:48:24,675 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-03, eta: 1 day, 19:52:59, time: 0.643, data_time: 0.010, memory: 5170, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8281, loss: 1.8281, grad_norm: 5.3618 2020-07-26 08:48:38,693 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-03, eta: 1 day, 19:52:45, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.7977, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.2740 2020-07-26 08:48:51,491 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-03, eta: 1 day, 19:52:29, time: 0.643, data_time: 0.009, memory: 5170, top1_acc: 0.5766, top5_acc: 0.7961, loss_cls: 1.7666, loss: 1.7666, grad_norm: 5.3821 2020-07-26 08:49:04,817 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-03, eta: 1 day, 19:52:14, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5734, top5_acc: 0.8102, loss_cls: 1.7469, loss: 1.7469, grad_norm: 5.2473 2020-07-26 08:49:18,860 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-03, eta: 1 day, 19:52:00, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.7964, loss: 1.7964, grad_norm: 5.4029 2020-07-26 08:49:32,470 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-03, eta: 1 day, 19:51:45, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7969, loss_cls: 1.8714, loss: 1.8714, grad_norm: 5.4865 2020-07-26 08:49:45,143 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-03, eta: 1 day, 19:51:29, time: 0.637, data_time: 0.009, memory: 5170, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.7694, loss: 1.7694, grad_norm: 5.2783 2020-07-26 08:49:59,528 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-03, eta: 1 day, 19:51:16, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.7731, loss: 1.7731, grad_norm: 5.4840 2020-07-26 08:50:13,154 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-03, eta: 1 day, 19:51:01, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7914, loss_cls: 1.8652, loss: 1.8652, grad_norm: 5.5540 2020-07-26 08:50:27,025 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-03, eta: 1 day, 19:50:47, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8078, loss_cls: 1.7757, loss: 1.7757, grad_norm: 5.4832 2020-07-26 08:50:41,489 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-03, eta: 1 day, 19:50:33, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.5766, top5_acc: 0.7977, loss_cls: 1.7771, loss: 1.7771, grad_norm: 5.3828 2020-07-26 08:50:54,736 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-03, eta: 1 day, 19:50:18, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7652, loss: 1.7652, grad_norm: 5.4335 2020-07-26 08:51:08,942 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-03, eta: 1 day, 19:50:04, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8227, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.3594 2020-07-26 08:51:22,716 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-03, eta: 1 day, 19:49:50, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8211, loss_cls: 1.6961, loss: 1.6961, grad_norm: 5.3111 2020-07-26 08:51:35,614 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-03, eta: 1 day, 19:49:34, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8242, loss_cls: 1.6604, loss: 1.6604, grad_norm: 5.3569 2020-07-26 08:51:49,626 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-03, eta: 1 day, 19:49:20, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.4452 2020-07-26 08:52:03,724 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-03, eta: 1 day, 19:49:06, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6932, loss: 1.6932, grad_norm: 5.3244 2020-07-26 08:52:16,814 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-03, eta: 1 day, 19:48:51, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8023, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.2785 2020-07-26 08:52:30,881 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-03, eta: 1 day, 19:48:37, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.3399 2020-07-26 08:52:44,941 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-03, eta: 1 day, 19:48:23, time: 0.703, data_time: 0.002, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8886, loss: 1.8886, grad_norm: 5.5836 2020-07-26 08:52:57,353 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-03, eta: 1 day, 19:48:06, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.5789, top5_acc: 0.8086, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.4613 2020-07-26 08:53:11,377 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-03, eta: 1 day, 19:47:52, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8156, loss_cls: 1.7098, loss: 1.7098, grad_norm: 5.4743 2020-07-26 08:53:24,440 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-03, eta: 1 day, 19:47:37, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8117, loss_cls: 1.7459, loss: 1.7459, grad_norm: 5.5261 2020-07-26 08:53:38,797 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-03, eta: 1 day, 19:47:23, time: 0.719, data_time: 0.009, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8039, loss_cls: 1.7305, loss: 1.7305, grad_norm: 5.5142 2020-07-26 08:53:52,063 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-03, eta: 1 day, 19:47:08, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.5789, top5_acc: 0.8141, loss_cls: 1.7172, loss: 1.7172, grad_norm: 5.4507 2020-07-26 08:54:04,878 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-03, eta: 1 day, 19:46:52, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.5727, top5_acc: 0.8117, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.5452 2020-07-26 08:54:18,984 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-03, eta: 1 day, 19:46:38, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7535, loss: 1.7535, grad_norm: 5.4670 2020-07-26 08:54:32,372 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-03, eta: 1 day, 19:46:23, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7283, loss: 1.7283, grad_norm: 5.3221 2020-07-26 08:54:47,347 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-03, eta: 1 day, 19:46:10, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.6955, loss: 1.6955, grad_norm: 5.4454 2020-07-26 08:55:00,293 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-03, eta: 1 day, 19:45:55, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8102, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.4389 2020-07-26 08:55:15,071 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-03, eta: 1 day, 19:45:42, time: 0.737, data_time: 0.012, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.2696 2020-07-26 08:55:28,762 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-03, eta: 1 day, 19:45:27, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.7907, loss: 1.7907, grad_norm: 5.3658 2020-07-26 08:55:41,559 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-03, eta: 1 day, 19:45:11, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7661, loss: 1.7661, grad_norm: 5.4095 2020-07-26 08:55:54,221 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-03, eta: 1 day, 19:44:55, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7815, loss: 1.7815, grad_norm: 5.5741 2020-07-26 08:56:07,566 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-03, eta: 1 day, 19:44:40, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.7898, loss_cls: 1.7675, loss: 1.7675, grad_norm: 5.4283 2020-07-26 08:56:21,653 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-03, eta: 1 day, 19:44:26, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.3772 2020-07-26 08:56:34,565 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-03, eta: 1 day, 19:44:10, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7247, loss: 1.7247, grad_norm: 5.4953 2020-07-26 08:56:48,665 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-03, eta: 1 day, 19:43:56, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.3072 2020-07-26 08:57:02,224 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-03, eta: 1 day, 19:43:42, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.5781, top5_acc: 0.8156, loss_cls: 1.7385, loss: 1.7385, grad_norm: 5.5765 2020-07-26 08:57:15,314 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-03, eta: 1 day, 19:43:26, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.3667 2020-07-26 08:57:29,319 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-03, eta: 1 day, 19:43:12, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.5544 2020-07-26 08:57:42,817 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-03, eta: 1 day, 19:42:57, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.6858, loss: 1.6858, grad_norm: 5.3471 2020-07-26 08:57:56,702 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-03, eta: 1 day, 19:42:43, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8172, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.4540 2020-07-26 08:58:10,200 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-03, eta: 1 day, 19:42:28, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8063, loss_cls: 1.7738, loss: 1.7738, grad_norm: 5.5940 2020-07-26 08:58:23,776 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-03, eta: 1 day, 19:42:13, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7138, loss: 1.7138, grad_norm: 5.4600 2020-07-26 08:58:37,396 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-03, eta: 1 day, 19:41:59, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.4256 2020-07-26 08:58:49,980 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-03, eta: 1 day, 19:41:42, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7394, loss: 1.7394, grad_norm: 5.5264 2020-07-26 08:59:03,948 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-03, eta: 1 day, 19:41:28, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8078, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.4023 2020-07-26 08:59:17,016 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-03, eta: 1 day, 19:41:13, time: 0.654, data_time: 0.003, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.7605, loss: 1.7605, grad_norm: 5.6315 2020-07-26 08:59:30,657 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-03, eta: 1 day, 19:40:58, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7054, loss: 1.7054, grad_norm: 5.4806 2020-07-26 08:59:44,789 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-03, eta: 1 day, 19:40:44, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.5719, top5_acc: 0.7961, loss_cls: 1.8038, loss: 1.8038, grad_norm: 5.4734 2020-07-26 08:59:58,438 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-03, eta: 1 day, 19:40:30, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8023, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.3900 2020-07-26 09:00:12,712 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-03, eta: 1 day, 19:40:16, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6952, loss: 1.6952, grad_norm: 5.4855 2020-07-26 09:00:25,891 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-03, eta: 1 day, 19:40:01, time: 0.665, data_time: 0.028, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.3284 2020-07-26 09:00:40,491 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-03, eta: 1 day, 19:39:48, time: 0.733, data_time: 0.008, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8094, loss_cls: 1.7414, loss: 1.7414, grad_norm: 5.5280 2020-07-26 09:00:53,719 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-03, eta: 1 day, 19:39:32, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5664, top5_acc: 0.8156, loss_cls: 1.7255, loss: 1.7255, grad_norm: 5.4918 2020-07-26 09:01:06,875 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-03, eta: 1 day, 19:39:17, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.4240 2020-07-26 09:01:19,670 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-03, eta: 1 day, 19:39:01, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8266, loss_cls: 1.6725, loss: 1.6725, grad_norm: 5.4261 2020-07-26 09:01:34,112 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-03, eta: 1 day, 19:38:48, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.5834 2020-07-26 09:01:48,535 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-03, eta: 1 day, 19:38:34, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.5687, top5_acc: 0.8047, loss_cls: 1.7722, loss: 1.7722, grad_norm: 5.5680 2020-07-26 09:02:01,210 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-03, eta: 1 day, 19:38:18, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6779, loss: 1.6779, grad_norm: 5.5531 2020-07-26 09:02:15,936 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-03, eta: 1 day, 19:38:05, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.5703, top5_acc: 0.8117, loss_cls: 1.7570, loss: 1.7570, grad_norm: 5.6279 2020-07-26 09:02:28,370 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-03, eta: 1 day, 19:37:49, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7310, loss: 1.7310, grad_norm: 5.5466 2020-07-26 09:02:42,063 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-03, eta: 1 day, 19:37:34, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.6819 2020-07-26 09:02:56,514 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-03, eta: 1 day, 19:37:21, time: 0.723, data_time: 0.004, memory: 5170, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7668, loss: 1.7668, grad_norm: 5.5585 2020-07-26 09:03:10,258 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-03, eta: 1 day, 19:37:06, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.3958 2020-07-26 09:03:22,818 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-03, eta: 1 day, 19:36:50, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7449, loss: 1.7449, grad_norm: 5.4698 2020-07-26 09:03:37,528 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-03, eta: 1 day, 19:36:37, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8234, loss_cls: 1.6712, loss: 1.6712, grad_norm: 5.3601 2020-07-26 09:03:50,697 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-03, eta: 1 day, 19:36:22, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8055, loss_cls: 1.6415, loss: 1.6415, grad_norm: 5.2779 2020-07-26 09:04:04,112 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-03, eta: 1 day, 19:36:07, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.8344, loss: 1.8344, grad_norm: 5.7518 2020-07-26 09:04:17,649 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-03, eta: 1 day, 19:35:52, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8352, loss_cls: 1.6146, loss: 1.6146, grad_norm: 5.4681 2020-07-26 09:04:31,611 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-03, eta: 1 day, 19:35:38, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5766, top5_acc: 0.8109, loss_cls: 1.7297, loss: 1.7297, grad_norm: 5.5558 2020-07-26 09:04:44,858 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-03, eta: 1 day, 19:35:22, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.7542, loss: 1.7542, grad_norm: 5.6156 2020-07-26 09:04:58,749 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-03, eta: 1 day, 19:35:08, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.7244, loss: 1.7244, grad_norm: 5.5290 2020-07-26 09:05:11,889 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-03, eta: 1 day, 19:34:53, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.3787 2020-07-26 09:05:26,242 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-03, eta: 1 day, 19:34:39, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7609, loss: 1.7609, grad_norm: 5.6097 2020-07-26 09:05:38,760 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-03, eta: 1 day, 19:34:23, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.6083 2020-07-26 09:05:52,277 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-03, eta: 1 day, 19:34:08, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.7953, loss_cls: 1.7376, loss: 1.7376, grad_norm: 5.5259 2020-07-26 09:06:05,188 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-03, eta: 1 day, 19:33:53, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.3601 2020-07-26 09:06:19,846 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-03, eta: 1 day, 19:33:39, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8086, loss_cls: 1.7430, loss: 1.7430, grad_norm: 5.5417 2020-07-26 09:06:32,632 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-03, eta: 1 day, 19:33:24, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6980, loss: 1.6980, grad_norm: 5.6247 2020-07-26 09:06:47,060 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-03, eta: 1 day, 19:33:10, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7906, loss_cls: 1.8417, loss: 1.8417, grad_norm: 5.5477 2020-07-26 09:07:01,248 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-03, eta: 1 day, 19:32:56, time: 0.712, data_time: 0.012, memory: 5170, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7700, loss: 1.7700, grad_norm: 5.4683 2020-07-26 09:07:14,639 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-03, eta: 1 day, 19:32:41, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.6949, loss: 1.6949, grad_norm: 5.4870 2020-07-26 09:07:27,277 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-03, eta: 1 day, 19:32:25, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6901, loss: 1.6901, grad_norm: 5.4740 2020-07-26 09:07:41,605 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-03, eta: 1 day, 19:32:11, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7404, loss: 1.7404, grad_norm: 5.6102 2020-07-26 09:07:55,017 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-03, eta: 1 day, 19:31:57, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8031, loss_cls: 1.7143, loss: 1.7143, grad_norm: 5.5345 2020-07-26 09:08:08,069 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-03, eta: 1 day, 19:31:41, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.3708 2020-07-26 09:08:21,367 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-03, eta: 1 day, 19:31:26, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.5558 2020-07-26 09:08:35,591 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-03, eta: 1 day, 19:31:12, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8164, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.6070 2020-07-26 09:08:49,878 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-03, eta: 1 day, 19:30:59, time: 0.715, data_time: 0.004, memory: 5170, top1_acc: 0.5727, top5_acc: 0.7930, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.7054 2020-07-26 09:09:02,648 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-03, eta: 1 day, 19:30:43, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7408, loss: 1.7408, grad_norm: 5.6802 2020-07-26 09:09:15,650 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-03, eta: 1 day, 19:30:27, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7185, loss: 1.7185, grad_norm: 5.6498 2020-07-26 09:09:29,730 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-03, eta: 1 day, 19:30:13, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7166, loss: 1.7166, grad_norm: 5.4923 2020-07-26 09:09:43,174 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-03, eta: 1 day, 19:29:58, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6000, loss: 1.6000, grad_norm: 5.5496 2020-07-26 09:09:55,645 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-03, eta: 1 day, 19:29:42, time: 0.621, data_time: 0.010, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.7064, loss: 1.7064, grad_norm: 5.5005 2020-07-26 09:10:09,184 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-03, eta: 1 day, 19:29:27, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8023, loss_cls: 1.7141, loss: 1.7141, grad_norm: 5.4739 2020-07-26 09:10:22,867 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-03, eta: 1 day, 19:29:12, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.5456 2020-07-26 09:10:35,889 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-03, eta: 1 day, 19:28:57, time: 0.654, data_time: 0.010, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6456, loss: 1.6456, grad_norm: 5.4891 2020-07-26 09:10:49,768 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-03, eta: 1 day, 19:28:43, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7630, loss: 1.7630, grad_norm: 5.6337 2020-07-26 09:11:02,833 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-03, eta: 1 day, 19:28:27, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7930, loss_cls: 1.8720, loss: 1.8720, grad_norm: 5.7664 2020-07-26 09:11:17,493 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-03, eta: 1 day, 19:28:14, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.4410 2020-07-26 09:11:31,226 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-03, eta: 1 day, 19:28:00, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8094, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.4943 2020-07-26 09:11:44,235 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-03, eta: 1 day, 19:27:44, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.5781, top5_acc: 0.8023, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.5137 2020-07-26 09:11:59,430 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-03, eta: 1 day, 19:27:32, time: 0.758, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.5790 2020-07-26 09:12:13,350 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-03, eta: 1 day, 19:27:18, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8406, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.5145 2020-07-26 09:12:26,563 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-03, eta: 1 day, 19:27:02, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8141, loss_cls: 1.7013, loss: 1.7013, grad_norm: 5.6625 2020-07-26 09:12:40,059 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-03, eta: 1 day, 19:26:47, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.4543 2020-07-26 09:12:54,256 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-03, eta: 1 day, 19:26:34, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6592, loss: 1.6592, grad_norm: 5.6547 2020-07-26 09:13:08,439 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-03, eta: 1 day, 19:26:20, time: 0.710, data_time: 0.004, memory: 5170, top1_acc: 0.5813, top5_acc: 0.7977, loss_cls: 1.7727, loss: 1.7727, grad_norm: 5.5708 2020-07-26 09:13:20,954 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-03, eta: 1 day, 19:26:04, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7225, loss: 1.7225, grad_norm: 5.6678 2020-07-26 09:13:33,963 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-03, eta: 1 day, 19:25:48, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.7707 2020-07-26 09:13:47,201 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-03, eta: 1 day, 19:25:33, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6331, loss: 1.6331, grad_norm: 5.4364 2020-07-26 09:14:01,081 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-03, eta: 1 day, 19:25:19, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.6322 2020-07-26 09:14:15,624 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-03, eta: 1 day, 19:25:05, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.4607 2020-07-26 09:14:28,562 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-03, eta: 1 day, 19:24:50, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.3556 2020-07-26 09:14:41,390 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-03, eta: 1 day, 19:24:34, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.7945, loss_cls: 1.7018, loss: 1.7018, grad_norm: 5.5342 2020-07-26 09:14:55,424 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-03, eta: 1 day, 19:24:20, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8305, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.4646 2020-07-26 09:15:08,540 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-03, eta: 1 day, 19:24:04, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.4164 2020-07-26 09:15:22,136 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-03, eta: 1 day, 19:23:50, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.8390, loss: 1.8390, grad_norm: 5.8332 2020-07-26 09:15:35,778 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-03, eta: 1 day, 19:23:35, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.3368 2020-07-26 09:15:50,554 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-03, eta: 1 day, 19:23:22, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.3338 2020-07-26 09:16:03,723 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-03, eta: 1 day, 19:23:07, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.5758, top5_acc: 0.8164, loss_cls: 1.7118, loss: 1.7118, grad_norm: 5.6300 2020-07-26 09:16:17,960 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-03, eta: 1 day, 19:22:53, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.7403 2020-07-26 09:16:31,231 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-03, eta: 1 day, 19:22:38, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8039, loss_cls: 1.7048, loss: 1.7048, grad_norm: 5.5130 2020-07-26 09:16:44,984 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-03, eta: 1 day, 19:22:23, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.3387 2020-07-26 09:16:59,167 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-03, eta: 1 day, 19:22:10, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.5171 2020-07-26 09:17:11,938 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-03, eta: 1 day, 19:21:54, time: 0.632, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.5511 2020-07-26 09:17:25,521 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-03, eta: 1 day, 19:21:39, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8195, loss_cls: 1.6936, loss: 1.6936, grad_norm: 5.6453 2020-07-26 09:17:40,403 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-03, eta: 1 day, 19:21:26, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6657, loss: 1.6657, grad_norm: 5.5452 2020-07-26 09:17:53,703 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-03, eta: 1 day, 19:21:11, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8063, loss_cls: 1.6800, loss: 1.6800, grad_norm: 5.6131 2020-07-26 09:18:07,075 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-03, eta: 1 day, 19:20:56, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8234, loss_cls: 1.7124, loss: 1.7124, grad_norm: 5.5814 2020-07-26 09:18:20,097 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-03, eta: 1 day, 19:20:41, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5539, loss: 1.5539, grad_norm: 5.4048 2020-07-26 09:18:33,868 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-03, eta: 1 day, 19:20:26, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.7023, loss: 1.7023, grad_norm: 5.5297 2020-07-26 09:18:46,836 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-03, eta: 1 day, 19:20:11, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.4727 2020-07-26 09:18:59,949 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-03, eta: 1 day, 19:19:55, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.5327 2020-07-26 09:19:13,583 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-03, eta: 1 day, 19:19:41, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6746, loss: 1.6746, grad_norm: 5.5804 2020-07-26 09:19:27,941 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-03, eta: 1 day, 19:19:27, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.7672, loss: 1.7672, grad_norm: 5.6145 2020-07-26 09:19:41,580 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-03, eta: 1 day, 19:19:13, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7396, loss: 1.7396, grad_norm: 5.6310 2020-07-26 09:19:54,546 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-03, eta: 1 day, 19:18:57, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8211, loss_cls: 1.6732, loss: 1.6732, grad_norm: 5.6828 2020-07-26 09:20:07,557 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-03, eta: 1 day, 19:18:41, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.7254 2020-07-26 09:20:22,199 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-03, eta: 1 day, 19:18:28, time: 0.733, data_time: 0.008, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.7005, loss: 1.7005, grad_norm: 5.5125 2020-07-26 09:20:35,383 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-03, eta: 1 day, 19:18:13, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.6224 2020-07-26 09:20:48,662 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-03, eta: 1 day, 19:17:58, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8297, loss_cls: 1.6619, loss: 1.6619, grad_norm: 5.6199 2020-07-26 09:21:02,997 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-03, eta: 1 day, 19:17:44, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.7264, loss: 1.7264, grad_norm: 5.7026 2020-07-26 09:21:16,884 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-03, eta: 1 day, 19:17:30, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7084, loss: 1.7084, grad_norm: 5.5974 2020-07-26 09:21:30,696 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-03, eta: 1 day, 19:17:16, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.6888 2020-07-26 09:21:44,948 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-03, eta: 1 day, 19:17:02, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.6041, loss: 1.6041, grad_norm: 5.4603 2020-07-26 09:21:58,672 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-03, eta: 1 day, 19:16:47, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8039, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.5759 2020-07-26 09:22:11,902 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-03, eta: 1 day, 19:16:32, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8125, loss_cls: 1.6861, loss: 1.6861, grad_norm: 5.6107 2020-07-26 09:22:25,177 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-03, eta: 1 day, 19:16:17, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8133, loss_cls: 1.6475, loss: 1.6475, grad_norm: 5.5063 2020-07-26 09:22:40,073 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-03, eta: 1 day, 19:16:04, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.6424 2020-07-26 09:22:53,896 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-03, eta: 1 day, 19:15:50, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.5412 2020-07-26 09:23:07,566 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-03, eta: 1 day, 19:15:35, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.7600 2020-07-26 09:23:20,161 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-03, eta: 1 day, 19:15:19, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.5810 2020-07-26 09:23:33,613 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-03, eta: 1 day, 19:15:04, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.5043 2020-07-26 09:23:48,023 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-03, eta: 1 day, 19:14:51, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8086, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.5158 2020-07-26 09:24:01,502 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-03, eta: 1 day, 19:14:36, time: 0.671, data_time: 0.011, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6382, loss: 1.6382, grad_norm: 5.5759 2020-07-26 09:24:15,143 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-03, eta: 1 day, 19:14:22, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.6402 2020-07-26 09:24:28,869 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-03, eta: 1 day, 19:14:07, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.6355 2020-07-26 09:24:41,966 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-03, eta: 1 day, 19:13:52, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.7701 2020-07-26 09:24:55,780 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-03, eta: 1 day, 19:13:37, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6393, loss: 1.6393, grad_norm: 5.6301 2020-07-26 09:25:09,010 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-03, eta: 1 day, 19:13:22, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.4636 2020-07-26 09:25:22,045 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-03, eta: 1 day, 19:13:07, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8125, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.6370 2020-07-26 09:25:35,174 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-03, eta: 1 day, 19:12:51, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8195, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.6762 2020-07-26 09:25:49,260 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-03, eta: 1 day, 19:12:37, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8109, loss_cls: 1.7283, loss: 1.7283, grad_norm: 5.7572 2020-07-26 09:26:00,525 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-26 09:26:26,138 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-03, eta: 1 day, 19:12:08, time: 1.186, data_time: 0.562, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.5415, loss: 1.5415, grad_norm: 5.5323 2020-07-26 09:26:38,473 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-03, eta: 1 day, 19:11:52, time: 0.617, data_time: 0.002, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8195, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.6402 2020-07-26 09:26:52,240 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-03, eta: 1 day, 19:11:37, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.5155 2020-07-26 09:27:05,033 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-03, eta: 1 day, 19:11:21, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5461, loss: 1.5461, grad_norm: 5.4618 2020-07-26 09:27:19,516 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-03, eta: 1 day, 19:11:08, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6260, loss: 1.6260, grad_norm: 5.5009 2020-07-26 09:27:33,445 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-03, eta: 1 day, 19:10:54, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8367, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.6505 2020-07-26 09:27:46,711 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-03, eta: 1 day, 19:10:39, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5944, loss: 1.5944, grad_norm: 5.4646 2020-07-26 09:27:59,655 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-03, eta: 1 day, 19:10:23, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.5547 2020-07-26 09:28:15,526 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-03, eta: 1 day, 19:10:12, time: 0.792, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.5971 2020-07-26 09:28:27,632 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-03, eta: 1 day, 19:09:55, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8336, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.6595 2020-07-26 09:28:41,904 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-03, eta: 1 day, 19:09:41, time: 0.711, data_time: 0.004, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8359, loss_cls: 1.5341, loss: 1.5341, grad_norm: 5.4511 2020-07-26 09:28:56,813 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-03, eta: 1 day, 19:09:28, time: 0.748, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.5027 2020-07-26 09:29:09,147 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-03, eta: 1 day, 19:09:12, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.7682 2020-07-26 09:29:21,979 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-03, eta: 1 day, 19:08:56, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6957, loss: 1.6957, grad_norm: 5.6988 2020-07-26 09:29:35,136 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-03, eta: 1 day, 19:08:41, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.6965, loss: 1.6965, grad_norm: 5.6794 2020-07-26 09:29:49,221 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-03, eta: 1 day, 19:08:27, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.6180 2020-07-26 09:30:02,886 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-03, eta: 1 day, 19:08:12, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5687, top5_acc: 0.8078, loss_cls: 1.7472, loss: 1.7472, grad_norm: 5.6911 2020-07-26 09:30:16,267 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-03, eta: 1 day, 19:07:57, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.6429 2020-07-26 09:30:30,013 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-03, eta: 1 day, 19:07:43, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8328, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.5503 2020-07-26 09:30:43,589 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-03, eta: 1 day, 19:07:28, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.5731 2020-07-26 09:30:58,133 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-03, eta: 1 day, 19:07:15, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8344, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.6700 2020-07-26 09:31:10,830 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-03, eta: 1 day, 19:06:59, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8109, loss_cls: 1.7162, loss: 1.7162, grad_norm: 5.7608 2020-07-26 09:31:23,696 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-03, eta: 1 day, 19:06:43, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6488, loss: 1.6488, grad_norm: 5.7390 2020-07-26 09:31:38,123 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-03, eta: 1 day, 19:06:30, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.7945, loss_cls: 1.7216, loss: 1.7216, grad_norm: 5.6618 2020-07-26 09:31:52,591 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-03, eta: 1 day, 19:06:16, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6412, loss: 1.6412, grad_norm: 5.6943 2020-07-26 09:32:05,829 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-03, eta: 1 day, 19:06:01, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8102, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.6607 2020-07-26 09:32:18,520 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-03, eta: 1 day, 19:05:45, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8133, loss_cls: 1.7068, loss: 1.7068, grad_norm: 5.7359 2020-07-26 09:32:32,480 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-03, eta: 1 day, 19:05:31, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8164, loss_cls: 1.6345, loss: 1.6345, grad_norm: 5.5287 2020-07-26 09:32:45,808 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-03, eta: 1 day, 19:05:16, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6261, loss: 1.6261, grad_norm: 5.5156 2020-07-26 09:32:58,693 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-03, eta: 1 day, 19:05:00, time: 0.647, data_time: 0.010, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7884, loss: 1.7884, grad_norm: 5.7626 2020-07-26 09:33:11,974 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-03, eta: 1 day, 19:04:45, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8055, loss_cls: 1.7486, loss: 1.7486, grad_norm: 5.7260 2020-07-26 09:33:25,729 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-03, eta: 1 day, 19:04:31, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.6854, loss: 1.6854, grad_norm: 5.6598 2020-07-26 09:33:38,472 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-03, eta: 1 day, 19:04:15, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7444, loss: 1.7444, grad_norm: 5.6962 2020-07-26 09:33:53,879 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-03, eta: 1 day, 19:04:03, time: 0.773, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.5333 2020-07-26 09:34:06,675 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-03, eta: 1 day, 19:03:47, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.5682 2020-07-26 09:34:21,819 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-03, eta: 1 day, 19:03:35, time: 0.760, data_time: 0.009, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.5098 2020-07-26 09:34:34,117 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-03, eta: 1 day, 19:03:18, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.6834 2020-07-26 09:34:47,533 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-03, eta: 1 day, 19:03:03, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5803, loss: 1.5803, grad_norm: 5.5362 2020-07-26 09:35:02,711 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-03, eta: 1 day, 19:02:51, time: 0.758, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6197, loss: 1.6197, grad_norm: 5.5710 2020-07-26 09:35:15,271 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-03, eta: 1 day, 19:02:35, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.4749 2020-07-26 09:35:28,512 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-03, eta: 1 day, 19:02:20, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.6777 2020-07-26 09:35:43,390 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-03, eta: 1 day, 19:02:07, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.5750, top5_acc: 0.8055, loss_cls: 1.7173, loss: 1.7173, grad_norm: 5.6779 2020-07-26 09:35:57,328 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-03, eta: 1 day, 19:01:53, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8094, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.6658 2020-07-26 09:36:11,739 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-03, eta: 1 day, 19:01:39, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.5330 2020-07-26 09:36:24,592 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-03, eta: 1 day, 19:01:23, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.5813, top5_acc: 0.8141, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.7010 2020-07-26 09:36:38,231 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-03, eta: 1 day, 19:01:09, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6331, loss: 1.6331, grad_norm: 5.5698 2020-07-26 09:36:51,966 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-03, eta: 1 day, 19:00:54, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.6545 2020-07-26 09:37:06,983 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-03, eta: 1 day, 19:00:42, time: 0.755, data_time: 0.008, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7510, loss: 1.7510, grad_norm: 5.7802 2020-07-26 09:37:20,247 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-03, eta: 1 day, 19:00:27, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6185, loss: 1.6185, grad_norm: 5.7186 2020-07-26 09:37:33,347 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-03, eta: 1 day, 19:00:11, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.6739 2020-07-26 09:37:47,536 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-03, eta: 1 day, 18:59:57, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.5367 2020-07-26 09:38:00,625 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-03, eta: 1 day, 18:59:42, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8258, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.4689 2020-07-26 09:38:14,541 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-03, eta: 1 day, 18:59:28, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.7090 2020-07-26 09:38:28,014 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-03, eta: 1 day, 18:59:13, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6195, loss: 1.6195, grad_norm: 5.5549 2020-07-26 09:38:42,966 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-03, eta: 1 day, 18:59:00, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.7360 2020-07-26 09:38:56,308 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-03, eta: 1 day, 18:58:45, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.8537 2020-07-26 09:39:09,024 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-03, eta: 1 day, 18:58:29, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.6601 2020-07-26 09:39:22,570 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-03, eta: 1 day, 18:58:15, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8063, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.7285 2020-07-26 09:39:35,589 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-03, eta: 1 day, 18:57:59, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.7497 2020-07-26 09:39:48,620 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-03, eta: 1 day, 18:57:44, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.6303 2020-07-26 09:40:02,047 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-03, eta: 1 day, 18:57:29, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8016, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.7319 2020-07-26 09:40:15,980 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-03, eta: 1 day, 18:57:15, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8266, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.6702 2020-07-26 09:40:29,089 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-03, eta: 1 day, 18:56:59, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.6521 2020-07-26 09:40:43,681 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-03, eta: 1 day, 18:56:46, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.8471 2020-07-26 09:40:57,795 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-03, eta: 1 day, 18:56:32, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6490, loss: 1.6490, grad_norm: 5.6568 2020-07-26 09:41:11,174 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-03, eta: 1 day, 18:56:17, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5801, loss: 1.5801, grad_norm: 5.5545 2020-07-26 09:41:24,641 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-03, eta: 1 day, 18:56:02, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.3864 2020-07-26 09:41:37,386 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-03, eta: 1 day, 18:55:47, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.6948 2020-07-26 09:41:52,484 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-03, eta: 1 day, 18:55:34, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.7078 2020-07-26 09:42:05,063 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-03, eta: 1 day, 18:55:18, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6093, loss: 1.6093, grad_norm: 5.6917 2020-07-26 09:42:19,066 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-03, eta: 1 day, 18:55:04, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8172, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.8249 2020-07-26 09:42:32,863 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-03, eta: 1 day, 18:54:50, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.5670 2020-07-26 09:42:45,801 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-03, eta: 1 day, 18:54:34, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6403, loss: 1.6403, grad_norm: 5.7018 2020-07-26 09:42:59,376 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-03, eta: 1 day, 18:54:19, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5128, loss: 1.5128, grad_norm: 5.5676 2020-07-26 09:43:12,592 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-03, eta: 1 day, 18:54:04, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6681, loss: 1.6681, grad_norm: 5.6947 2020-07-26 09:43:25,984 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-03, eta: 1 day, 18:53:49, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8141, loss_cls: 1.7021, loss: 1.7021, grad_norm: 5.8031 2020-07-26 09:43:40,077 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-03, eta: 1 day, 18:53:35, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.7854 2020-07-26 09:43:53,382 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-03, eta: 1 day, 18:53:20, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.5984, top5_acc: 0.7977, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.7300 2020-07-26 09:44:07,019 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-03, eta: 1 day, 18:53:06, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.7042 2020-07-26 09:44:20,091 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-03, eta: 1 day, 18:52:50, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.5771, loss: 1.5771, grad_norm: 5.6563 2020-07-26 09:44:34,623 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-03, eta: 1 day, 18:52:37, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8227, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.5555 2020-07-26 09:44:47,285 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-03, eta: 1 day, 18:52:21, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8195, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.6678 2020-07-26 09:45:01,945 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-03, eta: 1 day, 18:52:08, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8156, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.6919 2020-07-26 09:45:15,402 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-03, eta: 1 day, 18:51:53, time: 0.673, data_time: 0.003, memory: 5170, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.7216 2020-07-26 09:45:28,912 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-03, eta: 1 day, 18:51:38, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6250, loss: 1.6250, grad_norm: 5.6823 2020-07-26 09:45:42,133 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-03, eta: 1 day, 18:51:23, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8250, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.5067 2020-07-26 09:45:55,562 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-03, eta: 1 day, 18:51:08, time: 0.667, data_time: 0.010, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.6865, loss: 1.6865, grad_norm: 5.7465 2020-07-26 09:46:09,993 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-03, eta: 1 day, 18:50:55, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8164, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.6402 2020-07-26 09:46:24,818 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-03, eta: 1 day, 18:50:42, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.6098 2020-07-26 09:46:37,543 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-03, eta: 1 day, 18:50:26, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.5945 2020-07-26 09:46:51,806 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-03, eta: 1 day, 18:50:12, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6193, loss: 1.6193, grad_norm: 5.7055 2020-07-26 09:47:04,578 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-03, eta: 1 day, 18:49:56, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.6356 2020-07-26 09:47:18,253 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-03, eta: 1 day, 18:49:42, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.7588 2020-07-26 09:47:32,809 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-03, eta: 1 day, 18:49:29, time: 0.731, data_time: 0.011, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6388, loss: 1.6388, grad_norm: 5.6171 2020-07-26 09:47:47,176 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-03, eta: 1 day, 18:49:15, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8250, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.7011 2020-07-26 09:48:01,246 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-03, eta: 1 day, 18:49:01, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8164, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.6186 2020-07-26 09:48:16,015 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-03, eta: 1 day, 18:48:48, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.8373 2020-07-26 09:48:29,497 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-03, eta: 1 day, 18:48:33, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.6605 2020-07-26 09:48:42,279 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-03, eta: 1 day, 18:48:17, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.7603 2020-07-26 09:48:55,998 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-03, eta: 1 day, 18:48:03, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.9049 2020-07-26 09:49:09,631 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-03, eta: 1 day, 18:47:48, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8125, loss_cls: 1.6206, loss: 1.6206, grad_norm: 5.5055 2020-07-26 09:49:23,191 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-03, eta: 1 day, 18:47:34, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7279, loss: 1.7279, grad_norm: 5.8037 2020-07-26 09:49:36,181 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-03, eta: 1 day, 18:47:18, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.7282, loss: 1.7282, grad_norm: 5.7506 2020-07-26 09:49:50,511 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-03, eta: 1 day, 18:47:05, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8328, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.4992 2020-07-26 09:50:03,044 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-03, eta: 1 day, 18:46:49, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5829, loss: 1.5829, grad_norm: 5.5799 2020-07-26 09:50:16,046 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-03, eta: 1 day, 18:46:33, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.8699 2020-07-26 09:50:29,511 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-03, eta: 1 day, 18:46:18, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8133, loss_cls: 1.7092, loss: 1.7092, grad_norm: 5.8706 2020-07-26 09:50:43,699 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-03, eta: 1 day, 18:46:04, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.4676 2020-07-26 09:50:56,821 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-03, eta: 1 day, 18:45:49, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.6754 2020-07-26 09:51:11,000 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-03, eta: 1 day, 18:45:35, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8047, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.6590 2020-07-26 09:51:25,696 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-03, eta: 1 day, 18:45:22, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.7641 2020-07-26 09:51:38,894 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-03, eta: 1 day, 18:45:07, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6273, loss: 1.6273, grad_norm: 5.6248 2020-07-26 09:51:52,679 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-03, eta: 1 day, 18:44:53, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.5557 2020-07-26 09:52:06,813 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-03, eta: 1 day, 18:44:39, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.6301 2020-07-26 09:52:20,283 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-03, eta: 1 day, 18:44:24, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6456, loss: 1.6456, grad_norm: 5.6747 2020-07-26 09:52:33,730 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-03, eta: 1 day, 18:44:09, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8063, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.7686 2020-07-26 09:52:47,469 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-03, eta: 1 day, 18:43:55, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5889, loss: 1.5889, grad_norm: 5.6070 2020-07-26 09:53:00,308 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-03, eta: 1 day, 18:43:39, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.5859, loss: 1.5859, grad_norm: 5.6506 2020-07-26 09:53:14,364 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-03, eta: 1 day, 18:43:25, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.7562 2020-07-26 09:53:28,638 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-03, eta: 1 day, 18:43:11, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.6851 2020-07-26 09:53:42,724 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-03, eta: 1 day, 18:42:57, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.7411 2020-07-26 09:53:56,922 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-03, eta: 1 day, 18:42:43, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.5378 2020-07-26 09:54:09,838 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-03, eta: 1 day, 18:42:28, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.5742 2020-07-26 09:54:23,789 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-03, eta: 1 day, 18:42:14, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8367, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.7058 2020-07-26 09:54:36,575 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-03, eta: 1 day, 18:41:58, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.6157, loss: 1.6157, grad_norm: 5.7157 2020-07-26 09:54:50,039 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-03, eta: 1 day, 18:41:43, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6290, loss: 1.6290, grad_norm: 5.6407 2020-07-26 09:55:03,717 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-03, eta: 1 day, 18:41:29, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.7999 2020-07-26 09:55:17,852 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-03, eta: 1 day, 18:41:15, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5526, loss: 1.5526, grad_norm: 5.5866 2020-07-26 09:55:30,616 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-03, eta: 1 day, 18:40:59, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5805, loss: 1.5805, grad_norm: 5.5950 2020-07-26 09:55:45,342 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-03, eta: 1 day, 18:40:46, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.6111 2020-07-26 09:55:57,863 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-03, eta: 1 day, 18:40:30, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8258, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.8325 2020-07-26 09:56:11,932 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-03, eta: 1 day, 18:40:16, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.7036 2020-07-26 09:56:24,887 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-03, eta: 1 day, 18:40:00, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8125, loss_cls: 1.6189, loss: 1.6189, grad_norm: 5.7254 2020-07-26 09:56:38,142 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-03, eta: 1 day, 18:39:45, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8125, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.6295 2020-07-26 09:56:51,577 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-03, eta: 1 day, 18:39:30, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.5228 2020-07-26 09:57:05,050 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-03, eta: 1 day, 18:39:16, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.7908 2020-07-26 09:57:19,401 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-03, eta: 1 day, 18:39:02, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8305, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.6478 2020-07-26 09:57:32,284 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-03, eta: 1 day, 18:38:46, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.6856, loss: 1.6856, grad_norm: 5.8617 2020-07-26 09:57:45,846 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-03, eta: 1 day, 18:38:32, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8375, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.6084 2020-07-26 09:57:59,104 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-03, eta: 1 day, 18:38:17, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8039, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.7658 2020-07-26 09:58:13,003 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-03, eta: 1 day, 18:38:02, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8289, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.7082 2020-07-26 09:58:25,746 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-03, eta: 1 day, 18:37:47, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.6840 2020-07-26 09:58:38,947 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-03, eta: 1 day, 18:37:31, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5618, loss: 1.5618, grad_norm: 5.6330 2020-07-26 09:58:52,655 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-03, eta: 1 day, 18:37:17, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.5255 2020-07-26 09:59:05,826 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-03, eta: 1 day, 18:37:02, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5792, loss: 1.5792, grad_norm: 5.7097 2020-07-26 09:59:19,439 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-03, eta: 1 day, 18:36:47, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8258, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.7967 2020-07-26 09:59:33,472 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-03, eta: 1 day, 18:36:33, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.7612 2020-07-26 09:59:47,504 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-03, eta: 1 day, 18:36:19, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8070, loss_cls: 1.7375, loss: 1.7375, grad_norm: 5.8737 2020-07-26 10:00:00,196 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-03, eta: 1 day, 18:36:03, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5589, loss: 1.5589, grad_norm: 5.7124 2020-07-26 10:00:14,712 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-03, eta: 1 day, 18:35:49, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.5820, top5_acc: 0.7953, loss_cls: 1.7495, loss: 1.7495, grad_norm: 5.9093 2020-07-26 10:00:27,523 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-03, eta: 1 day, 18:35:34, time: 0.661, data_time: 0.024, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.6962 2020-07-26 10:00:40,906 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-03, eta: 1 day, 18:35:19, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.7821 2020-07-26 10:00:54,028 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-03, eta: 1 day, 18:35:04, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5452, loss: 1.5452, grad_norm: 5.5541 2020-07-26 10:01:08,365 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-03, eta: 1 day, 18:34:50, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8273, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.7638 2020-07-26 10:01:21,149 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-03, eta: 1 day, 18:34:35, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8313, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.8547 2020-07-26 10:01:35,509 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-03, eta: 1 day, 18:34:21, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.6535 2020-07-26 10:01:48,700 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-03, eta: 1 day, 18:34:06, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8313, loss_cls: 1.6078, loss: 1.6078, grad_norm: 5.7379 2020-07-26 10:02:02,846 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-03, eta: 1 day, 18:33:52, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.6438, loss: 1.6438, grad_norm: 5.6507 2020-07-26 10:02:16,409 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-03, eta: 1 day, 18:33:37, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6621, loss: 1.6621, grad_norm: 5.7125 2020-07-26 10:02:30,115 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-03, eta: 1 day, 18:33:23, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.5959 2020-07-26 10:02:43,153 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-03, eta: 1 day, 18:33:07, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.6764 2020-07-26 10:02:57,573 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-03, eta: 1 day, 18:32:54, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8273, loss_cls: 1.5920, loss: 1.5920, grad_norm: 5.6609 2020-07-26 10:03:09,996 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-03, eta: 1 day, 18:32:38, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8297, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.5022 2020-07-26 10:03:24,106 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-03, eta: 1 day, 18:32:24, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5932, loss: 1.5932, grad_norm: 5.7092 2020-07-26 10:03:36,990 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-03, eta: 1 day, 18:32:08, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8273, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.6386 2020-07-26 10:03:50,904 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-03, eta: 1 day, 18:31:54, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7097, loss: 1.7097, grad_norm: 5.8025 2020-07-26 10:04:05,151 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-03, eta: 1 day, 18:31:40, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.7055 2020-07-26 10:04:18,912 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-03, eta: 1 day, 18:31:26, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.6272, loss: 1.6272, grad_norm: 5.8894 2020-07-26 10:04:32,526 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-03, eta: 1 day, 18:31:11, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.6568 2020-07-26 10:04:46,116 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-03, eta: 1 day, 18:30:57, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6646, loss: 1.6646, grad_norm: 5.7623 2020-07-26 10:04:59,170 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-03, eta: 1 day, 18:30:41, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8281, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.8580 2020-07-26 10:05:13,161 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-03, eta: 1 day, 18:30:27, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5888, loss: 1.5888, grad_norm: 5.6777 2020-07-26 10:05:26,621 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-03, eta: 1 day, 18:30:12, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.8469 2020-07-26 10:05:40,561 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-03, eta: 1 day, 18:29:58, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.7795 2020-07-26 10:05:54,247 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-03, eta: 1 day, 18:29:44, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4837, loss: 1.4837, grad_norm: 5.5308 2020-07-26 10:06:07,285 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-03, eta: 1 day, 18:29:28, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6446, loss: 1.6446, grad_norm: 5.7812 2020-07-26 10:06:20,609 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-03, eta: 1 day, 18:29:13, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.5938, top5_acc: 0.7914, loss_cls: 1.7250, loss: 1.7250, grad_norm: 5.9276 2020-07-26 10:06:33,745 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-03, eta: 1 day, 18:28:58, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8242, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.6933 2020-07-26 10:06:46,762 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-03, eta: 1 day, 18:28:43, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.5974 2020-07-26 10:07:01,061 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-03, eta: 1 day, 18:28:29, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6371, loss: 1.6371, grad_norm: 5.7906 2020-07-26 10:07:14,461 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-03, eta: 1 day, 18:28:14, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.6185 2020-07-26 10:07:27,112 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-03, eta: 1 day, 18:27:58, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8180, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.6166 2020-07-26 10:07:40,768 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-03, eta: 1 day, 18:27:44, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.7670 2020-07-26 10:07:54,185 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-03, eta: 1 day, 18:27:29, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.7722 2020-07-26 10:08:07,571 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-03, eta: 1 day, 18:27:14, time: 0.672, data_time: 0.012, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4887, loss: 1.4887, grad_norm: 5.4717 2020-07-26 10:08:20,860 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-03, eta: 1 day, 18:26:59, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5782, loss: 1.5782, grad_norm: 5.6295 2020-07-26 10:08:34,446 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-03, eta: 1 day, 18:26:44, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8180, loss_cls: 1.6113, loss: 1.6113, grad_norm: 5.8168 2020-07-26 10:08:46,498 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-26 10:09:11,819 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-03, eta: 1 day, 18:26:13, time: 1.118, data_time: 0.529, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5676, loss: 1.5676, grad_norm: 5.6323 2020-07-26 10:09:23,701 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-03, eta: 1 day, 18:25:56, time: 0.595, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.6393 2020-07-26 10:09:36,929 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-03, eta: 1 day, 18:25:41, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5086, loss: 1.5086, grad_norm: 5.7406 2020-07-26 10:09:50,545 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-03, eta: 1 day, 18:25:27, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5736, loss: 1.5736, grad_norm: 5.6650 2020-07-26 10:10:04,257 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-03, eta: 1 day, 18:25:12, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.7232 2020-07-26 10:10:17,436 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-03, eta: 1 day, 18:24:57, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.5243 2020-07-26 10:10:30,178 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-03, eta: 1 day, 18:24:41, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.6396, loss: 1.6396, grad_norm: 5.6550 2020-07-26 10:10:44,034 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-03, eta: 1 day, 18:24:27, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.7404 2020-07-26 10:10:56,986 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-03, eta: 1 day, 18:24:12, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.9543 2020-07-26 10:11:10,318 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-03, eta: 1 day, 18:23:57, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.7625 2020-07-26 10:11:23,922 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-03, eta: 1 day, 18:23:42, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.6416 2020-07-26 10:11:37,373 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-03, eta: 1 day, 18:23:27, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5074, loss: 1.5074, grad_norm: 5.4848 2020-07-26 10:11:52,294 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-03, eta: 1 day, 18:23:14, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.6623 2020-07-26 10:12:06,434 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-03, eta: 1 day, 18:23:01, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.7388 2020-07-26 10:12:21,163 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-03, eta: 1 day, 18:22:47, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.5963 2020-07-26 10:12:34,852 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-03, eta: 1 day, 18:22:33, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5445, loss: 1.5445, grad_norm: 5.6790 2020-07-26 10:12:48,329 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-03, eta: 1 day, 18:22:18, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.6328 2020-07-26 10:13:01,676 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-03, eta: 1 day, 18:22:03, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.6792 2020-07-26 10:13:15,173 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-03, eta: 1 day, 18:21:48, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.8765 2020-07-26 10:13:29,843 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-03, eta: 1 day, 18:21:35, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.8223 2020-07-26 10:13:42,464 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-03, eta: 1 day, 18:21:19, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.7395 2020-07-26 10:13:56,012 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-03, eta: 1 day, 18:21:05, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.7338 2020-07-26 10:14:09,474 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-03, eta: 1 day, 18:20:50, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5849, loss: 1.5849, grad_norm: 5.9002 2020-07-26 10:14:22,730 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-03, eta: 1 day, 18:20:35, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8320, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.7203 2020-07-26 10:14:37,141 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-03, eta: 1 day, 18:20:21, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.8112 2020-07-26 10:14:50,419 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-03, eta: 1 day, 18:20:06, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.9017 2020-07-26 10:15:03,476 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-03, eta: 1 day, 18:19:51, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6373, loss: 1.6373, grad_norm: 5.7796 2020-07-26 10:15:16,715 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-03, eta: 1 day, 18:19:36, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.7410 2020-07-26 10:15:29,675 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-03, eta: 1 day, 18:19:20, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.8457 2020-07-26 10:15:44,279 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-03, eta: 1 day, 18:19:07, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.7992 2020-07-26 10:15:59,036 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-03, eta: 1 day, 18:18:54, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.7159 2020-07-26 10:16:11,565 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-03, eta: 1 day, 18:18:38, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.7171 2020-07-26 10:16:25,967 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-03, eta: 1 day, 18:18:25, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.7252 2020-07-26 10:16:38,637 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-03, eta: 1 day, 18:18:09, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.8517 2020-07-26 10:16:51,966 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-03, eta: 1 day, 18:17:54, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5437, loss: 1.5437, grad_norm: 5.5900 2020-07-26 10:17:05,636 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-03, eta: 1 day, 18:17:39, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6843, loss: 1.6843, grad_norm: 5.9182 2020-07-26 10:17:19,072 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-03, eta: 1 day, 18:17:25, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.6391 2020-07-26 10:17:31,601 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-03, eta: 1 day, 18:17:08, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.8043 2020-07-26 10:17:45,912 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-03, eta: 1 day, 18:16:55, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.8184 2020-07-26 10:17:58,827 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-03, eta: 1 day, 18:16:39, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8406, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.7673 2020-07-26 10:18:12,538 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-03, eta: 1 day, 18:16:25, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7009, loss: 1.7009, grad_norm: 6.0029 2020-07-26 10:18:25,508 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-03, eta: 1 day, 18:16:09, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.5731, loss: 1.5731, grad_norm: 5.9105 2020-07-26 10:18:39,843 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-03, eta: 1 day, 18:15:56, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5591, loss: 1.5591, grad_norm: 5.7705 2020-07-26 10:18:52,898 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-03, eta: 1 day, 18:15:40, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8063, loss_cls: 1.6729, loss: 1.6729, grad_norm: 5.6213 2020-07-26 10:19:05,975 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-03, eta: 1 day, 18:15:25, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.5208 2020-07-26 10:19:19,138 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-03, eta: 1 day, 18:15:10, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7119, loss: 1.7119, grad_norm: 5.9833 2020-07-26 10:19:32,435 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-03, eta: 1 day, 18:14:55, time: 0.667, data_time: 0.009, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.8536 2020-07-26 10:19:46,089 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-03, eta: 1 day, 18:14:40, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6396, loss: 1.6396, grad_norm: 5.8380 2020-07-26 10:19:59,638 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-03, eta: 1 day, 18:14:26, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.8450 2020-07-26 10:20:14,258 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-03, eta: 1 day, 18:14:13, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.6142, loss: 1.6142, grad_norm: 5.8269 2020-07-26 10:20:26,771 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-03, eta: 1 day, 18:13:56, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.7875 2020-07-26 10:20:40,084 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-03, eta: 1 day, 18:13:41, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.7994 2020-07-26 10:20:54,368 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-03, eta: 1 day, 18:13:28, time: 0.716, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.7683 2020-07-26 10:21:06,979 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-03, eta: 1 day, 18:13:12, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8141, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.8218 2020-07-26 10:21:20,587 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-03, eta: 1 day, 18:12:57, time: 0.684, data_time: 0.011, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.7128 2020-07-26 10:21:33,802 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-03, eta: 1 day, 18:12:42, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6413, loss: 1.6413, grad_norm: 5.8822 2020-07-26 10:21:47,981 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-03, eta: 1 day, 18:12:28, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.8482 2020-07-26 10:22:01,732 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-03, eta: 1 day, 18:12:14, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.7012 2020-07-26 10:22:15,109 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-03, eta: 1 day, 18:11:59, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8281, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.7565 2020-07-26 10:22:28,507 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-03, eta: 1 day, 18:11:44, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.8140 2020-07-26 10:22:41,652 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-03, eta: 1 day, 18:11:29, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6227, loss: 1.6227, grad_norm: 5.7828 2020-07-26 10:22:55,832 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-03, eta: 1 day, 18:11:15, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.8952 2020-07-26 10:23:08,900 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-03, eta: 1 day, 18:11:00, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8000, loss_cls: 1.7152, loss: 1.7152, grad_norm: 6.0194 2020-07-26 10:23:22,802 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-03, eta: 1 day, 18:10:46, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5780, loss: 1.5780, grad_norm: 5.6964 2020-07-26 10:23:36,158 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-03, eta: 1 day, 18:10:31, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8242, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.9256 2020-07-26 10:23:50,403 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-03, eta: 1 day, 18:10:17, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.7120 2020-07-26 10:24:04,649 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-03, eta: 1 day, 18:10:03, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.9254 2020-07-26 10:24:17,808 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-03, eta: 1 day, 18:09:48, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.7799 2020-07-26 10:24:32,850 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-03, eta: 1 day, 18:09:36, time: 0.750, data_time: 0.004, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.9681 2020-07-26 10:24:45,753 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-03, eta: 1 day, 18:09:20, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.5720, loss: 1.5720, grad_norm: 5.6984 2020-07-26 10:24:59,465 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-03, eta: 1 day, 18:09:06, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6076, loss: 1.6076, grad_norm: 5.7596 2020-07-26 10:25:12,141 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-03, eta: 1 day, 18:08:50, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.8026 2020-07-26 10:25:25,359 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-03, eta: 1 day, 18:08:35, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8148, loss_cls: 1.7200, loss: 1.7200, grad_norm: 6.0848 2020-07-26 10:25:39,433 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-03, eta: 1 day, 18:08:21, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8094, loss_cls: 1.6893, loss: 1.6893, grad_norm: 6.1675 2020-07-26 10:25:52,596 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-03, eta: 1 day, 18:08:05, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8141, loss_cls: 1.6505, loss: 1.6505, grad_norm: 5.6526 2020-07-26 10:26:06,510 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-03, eta: 1 day, 18:07:51, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.7270 2020-07-26 10:26:20,705 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-03, eta: 1 day, 18:07:37, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8383, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.6530 2020-07-26 10:26:34,752 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-03, eta: 1 day, 18:07:24, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.8243 2020-07-26 10:26:47,105 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-03, eta: 1 day, 18:07:07, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.6206 2020-07-26 10:27:01,179 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-03, eta: 1 day, 18:06:53, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.7901 2020-07-26 10:27:14,492 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-03, eta: 1 day, 18:06:38, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.7619 2020-07-26 10:27:28,775 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-03, eta: 1 day, 18:06:25, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.9565 2020-07-26 10:27:42,220 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-03, eta: 1 day, 18:06:10, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.7728 2020-07-26 10:27:55,777 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-03, eta: 1 day, 18:05:55, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.5391 2020-07-26 10:28:09,190 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-03, eta: 1 day, 18:05:40, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.5773, top5_acc: 0.8258, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.9047 2020-07-26 10:28:22,255 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-03, eta: 1 day, 18:05:25, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.6864 2020-07-26 10:28:35,852 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-03, eta: 1 day, 18:05:11, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.8332 2020-07-26 10:28:48,566 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-03, eta: 1 day, 18:04:55, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8117, loss_cls: 1.6685, loss: 1.6685, grad_norm: 5.7750 2020-07-26 10:29:01,947 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-03, eta: 1 day, 18:04:40, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8109, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.9045 2020-07-26 10:29:15,483 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-03, eta: 1 day, 18:04:25, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.8097 2020-07-26 10:29:28,791 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-03, eta: 1 day, 18:04:10, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8055, loss_cls: 1.7451, loss: 1.7451, grad_norm: 5.8322 2020-07-26 10:29:41,651 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-03, eta: 1 day, 18:03:55, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.8065 2020-07-26 10:29:54,995 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-03, eta: 1 day, 18:03:40, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6177, loss: 1.6177, grad_norm: 5.8514 2020-07-26 10:30:07,854 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-03, eta: 1 day, 18:03:24, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8211, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.9280 2020-07-26 10:30:21,915 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-03, eta: 1 day, 18:03:10, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6848, loss: 1.6848, grad_norm: 5.8158 2020-07-26 10:30:35,078 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-03, eta: 1 day, 18:02:55, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5979, loss: 1.5979, grad_norm: 5.9190 2020-07-26 10:30:49,371 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-03, eta: 1 day, 18:02:41, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.9853 2020-07-26 10:31:02,540 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-03, eta: 1 day, 18:02:26, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8367, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.8378 2020-07-26 10:31:16,648 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-03, eta: 1 day, 18:02:12, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8461, loss_cls: 1.5289, loss: 1.5289, grad_norm: 5.7636 2020-07-26 10:31:30,488 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-03, eta: 1 day, 18:01:58, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.8341 2020-07-26 10:31:44,323 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-03, eta: 1 day, 18:01:44, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.7984, loss_cls: 1.6776, loss: 1.6776, grad_norm: 5.9188 2020-07-26 10:31:58,028 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-03, eta: 1 day, 18:01:29, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.8629 2020-07-26 10:32:11,148 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-03, eta: 1 day, 18:01:14, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8422, loss_cls: 1.5467, loss: 1.5467, grad_norm: 5.8149 2020-07-26 10:32:24,775 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-03, eta: 1 day, 18:01:00, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.8260 2020-07-26 10:32:39,172 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-03, eta: 1 day, 18:00:46, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.7761 2020-07-26 10:32:52,482 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-03, eta: 1 day, 18:00:31, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.6934 2020-07-26 10:33:05,912 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-03, eta: 1 day, 18:00:16, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.7676 2020-07-26 10:33:20,583 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-03, eta: 1 day, 18:00:03, time: 0.734, data_time: 0.004, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.7151 2020-07-26 10:33:34,056 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-03, eta: 1 day, 17:59:48, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6983, loss: 1.6983, grad_norm: 5.9237 2020-07-26 10:33:46,699 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-03, eta: 1 day, 17:59:33, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8070, loss_cls: 1.7228, loss: 1.7228, grad_norm: 5.9510 2020-07-26 10:34:00,142 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-03, eta: 1 day, 17:59:18, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.8716 2020-07-26 10:34:13,898 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-03, eta: 1 day, 17:59:03, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.6381 2020-07-26 10:34:27,771 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-03, eta: 1 day, 17:58:49, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.5755 2020-07-26 10:34:42,212 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-03, eta: 1 day, 17:58:36, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8195, loss_cls: 1.6458, loss: 1.6458, grad_norm: 5.8326 2020-07-26 10:34:54,546 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-03, eta: 1 day, 17:58:19, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.7966 2020-07-26 10:35:08,529 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-03, eta: 1 day, 17:58:05, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.5886, loss: 1.5886, grad_norm: 5.8537 2020-07-26 10:35:22,142 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-03, eta: 1 day, 17:57:51, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.5226, loss: 1.5226, grad_norm: 5.7073 2020-07-26 10:35:35,741 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-03, eta: 1 day, 17:57:36, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.6869 2020-07-26 10:35:50,817 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-03, eta: 1 day, 17:57:24, time: 0.752, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.7444 2020-07-26 10:36:03,366 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-03, eta: 1 day, 17:57:08, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5521, loss: 1.5521, grad_norm: 5.7451 2020-07-26 10:36:17,672 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-03, eta: 1 day, 17:56:54, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.5187, loss: 1.5187, grad_norm: 5.7237 2020-07-26 10:36:31,404 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-03, eta: 1 day, 17:56:40, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6844, loss: 1.6844, grad_norm: 5.8478 2020-07-26 10:36:44,433 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-03, eta: 1 day, 17:56:24, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.9231 2020-07-26 10:36:58,662 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-03, eta: 1 day, 17:56:11, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5454, loss: 1.5454, grad_norm: 5.8692 2020-07-26 10:37:12,979 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-03, eta: 1 day, 17:55:57, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6480, loss: 1.6480, grad_norm: 5.7358 2020-07-26 10:37:26,741 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-03, eta: 1 day, 17:55:43, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.8570 2020-07-26 10:37:39,845 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-03, eta: 1 day, 17:55:27, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.9645 2020-07-26 10:37:54,011 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-03, eta: 1 day, 17:55:14, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.9007 2020-07-26 10:38:07,693 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-03, eta: 1 day, 17:54:59, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5545, loss: 1.5545, grad_norm: 5.7199 2020-07-26 10:38:21,261 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-03, eta: 1 day, 17:54:44, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8211, loss_cls: 1.5443, loss: 1.5443, grad_norm: 5.6826 2020-07-26 10:38:35,174 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-03, eta: 1 day, 17:54:30, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.8640 2020-07-26 10:38:48,581 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-03, eta: 1 day, 17:54:15, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.5691, loss: 1.5691, grad_norm: 5.8320 2020-07-26 10:39:02,904 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-03, eta: 1 day, 17:54:02, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.9794 2020-07-26 10:39:16,008 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-03, eta: 1 day, 17:53:47, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.0107 2020-07-26 10:39:29,035 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-03, eta: 1 day, 17:53:31, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.9234 2020-07-26 10:39:43,697 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-03, eta: 1 day, 17:53:18, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.9129 2020-07-26 10:39:56,641 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-03, eta: 1 day, 17:53:03, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5464, loss: 1.5464, grad_norm: 5.8789 2020-07-26 10:40:10,327 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-03, eta: 1 day, 17:52:48, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8367, loss_cls: 1.5754, loss: 1.5754, grad_norm: 5.8444 2020-07-26 10:40:23,527 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-03, eta: 1 day, 17:52:33, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8320, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.9372 2020-07-26 10:40:37,456 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-03, eta: 1 day, 17:52:19, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4973, loss: 1.4973, grad_norm: 5.7764 2020-07-26 10:40:51,329 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-03, eta: 1 day, 17:52:05, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.8425 2020-07-26 10:41:05,464 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-03, eta: 1 day, 17:51:51, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.6327 2020-07-26 10:41:19,265 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-03, eta: 1 day, 17:51:37, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5128, loss: 1.5128, grad_norm: 5.8555 2020-07-26 10:41:32,019 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-03, eta: 1 day, 17:51:21, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.9298 2020-07-26 10:41:45,129 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-03, eta: 1 day, 17:51:06, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.6002, loss: 1.6002, grad_norm: 5.9762 2020-07-26 10:41:58,953 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-03, eta: 1 day, 17:50:51, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.6190, loss: 1.6190, grad_norm: 5.8111 2020-07-26 10:42:12,712 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-03, eta: 1 day, 17:50:37, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5550, loss: 1.5550, grad_norm: 5.8226 2020-07-26 10:42:25,629 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-03, eta: 1 day, 17:50:22, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.0375 2020-07-26 10:42:39,763 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-03, eta: 1 day, 17:50:08, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.7955 2020-07-26 10:42:53,407 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-03, eta: 1 day, 17:49:53, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5536, loss: 1.5536, grad_norm: 5.6626 2020-07-26 10:43:07,108 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-03, eta: 1 day, 17:49:39, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.9115 2020-07-26 10:43:21,343 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-03, eta: 1 day, 17:49:25, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.7927 2020-07-26 10:43:36,288 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-03, eta: 1 day, 17:49:12, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8328, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.8422 2020-07-26 10:43:48,480 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-03, eta: 1 day, 17:48:56, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5361, loss: 1.5361, grad_norm: 5.7527 2020-07-26 10:44:03,410 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-03, eta: 1 day, 17:48:43, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5506, loss: 1.5506, grad_norm: 5.7369 2020-07-26 10:44:17,687 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-03, eta: 1 day, 17:48:29, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.7522 2020-07-26 10:44:31,126 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-03, eta: 1 day, 17:48:15, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8227, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.7640 2020-07-26 10:44:44,950 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-03, eta: 1 day, 17:48:00, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5524, loss: 1.5524, grad_norm: 5.7024 2020-07-26 10:44:58,505 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-03, eta: 1 day, 17:47:46, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.6145, loss: 1.6145, grad_norm: 5.9571 2020-07-26 10:45:12,587 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-03, eta: 1 day, 17:47:32, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5508, loss: 1.5508, grad_norm: 5.7030 2020-07-26 10:45:27,267 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-03, eta: 1 day, 17:47:19, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5531, loss: 1.5531, grad_norm: 5.9072 2020-07-26 10:45:41,044 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-03, eta: 1 day, 17:47:04, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.9624 2020-07-26 10:45:54,530 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-03, eta: 1 day, 17:46:50, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.7416 2020-07-26 10:46:08,007 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-03, eta: 1 day, 17:46:35, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.8239 2020-07-26 10:46:21,810 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-03, eta: 1 day, 17:46:21, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8484, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.8456 2020-07-26 10:46:35,356 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-03, eta: 1 day, 17:46:06, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4853, loss: 1.4853, grad_norm: 5.5819 2020-07-26 10:46:49,885 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-03, eta: 1 day, 17:45:53, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8227, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.8352 2020-07-26 10:47:03,490 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-03, eta: 1 day, 17:45:38, time: 0.683, data_time: 0.011, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.7274, loss: 1.7274, grad_norm: 6.0168 2020-07-26 10:47:16,998 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-03, eta: 1 day, 17:45:23, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.7209 2020-07-26 10:47:31,010 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-03, eta: 1 day, 17:45:09, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.9234 2020-07-26 10:47:44,002 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-03, eta: 1 day, 17:44:54, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.9555 2020-07-26 10:47:58,106 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-03, eta: 1 day, 17:44:40, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.9143 2020-07-26 10:48:12,448 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-03, eta: 1 day, 17:44:26, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.8388 2020-07-26 10:48:26,196 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-03, eta: 1 day, 17:44:12, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.6633 2020-07-26 10:48:39,178 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-03, eta: 1 day, 17:43:57, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.6547 2020-07-26 10:48:52,819 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-03, eta: 1 day, 17:43:42, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.9379 2020-07-26 10:49:06,395 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-03, eta: 1 day, 17:43:28, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6028, loss: 1.6028, grad_norm: 5.8395 2020-07-26 10:49:19,815 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-03, eta: 1 day, 17:43:13, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.8913 2020-07-26 10:49:33,089 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-03, eta: 1 day, 17:42:58, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.9276 2020-07-26 10:49:46,535 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-03, eta: 1 day, 17:42:43, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8125, loss_cls: 1.6364, loss: 1.6364, grad_norm: 5.8996 2020-07-26 10:50:00,718 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-03, eta: 1 day, 17:42:29, time: 0.709, data_time: 0.003, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.9502 2020-07-26 10:50:14,384 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-03, eta: 1 day, 17:42:15, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8398, loss_cls: 1.5043, loss: 1.5043, grad_norm: 5.6214 2020-07-26 10:50:28,419 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-03, eta: 1 day, 17:42:01, time: 0.702, data_time: 0.003, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8297, loss_cls: 1.6112, loss: 1.6112, grad_norm: 6.0094 2020-07-26 10:50:42,176 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-03, eta: 1 day, 17:41:46, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.7117 2020-07-26 10:50:54,951 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-03, eta: 1 day, 17:41:31, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8063, loss_cls: 1.6827, loss: 1.6827, grad_norm: 6.0645 2020-07-26 10:51:08,953 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-03, eta: 1 day, 17:41:17, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8273, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.9802 2020-07-26 10:51:21,942 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-03, eta: 1 day, 17:41:01, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6754, loss: 1.6754, grad_norm: 6.0367 2020-07-26 10:51:34,833 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-07-26 10:51:56,914 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-03, eta: 1 day, 17:40:28, time: 1.023, data_time: 0.357, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.7824 2020-07-26 10:52:09,152 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-03, eta: 1 day, 17:40:12, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8305, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.9164 2020-07-26 10:52:21,829 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-03, eta: 1 day, 17:39:56, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.4778, loss: 1.4778, grad_norm: 5.7724 2020-07-26 10:52:35,515 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-03, eta: 1 day, 17:39:42, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.9097 2020-07-26 10:52:49,139 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-03, eta: 1 day, 17:39:27, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.8633 2020-07-26 10:53:02,848 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-03, eta: 1 day, 17:39:13, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8281, loss_cls: 1.5913, loss: 1.5913, grad_norm: 5.9026 2020-07-26 10:53:16,912 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-03, eta: 1 day, 17:38:59, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.5026, loss: 1.5026, grad_norm: 5.7473 2020-07-26 10:53:31,401 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-03, eta: 1 day, 17:38:45, time: 0.733, data_time: 0.011, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5516, loss: 1.5516, grad_norm: 5.7718 2020-07-26 10:53:45,528 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-03, eta: 1 day, 17:38:31, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.8831 2020-07-26 10:53:58,733 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-03, eta: 1 day, 17:38:16, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8375, loss_cls: 1.6001, loss: 1.6001, grad_norm: 5.9366 2020-07-26 10:54:11,991 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-03, eta: 1 day, 17:38:01, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8094, loss_cls: 1.7048, loss: 1.7048, grad_norm: 6.2454 2020-07-26 10:54:25,034 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-03, eta: 1 day, 17:37:46, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.5871 2020-07-26 10:54:38,263 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-03, eta: 1 day, 17:37:31, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.8285 2020-07-26 10:54:51,979 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-03, eta: 1 day, 17:37:17, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.7317 2020-07-26 10:55:05,396 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-03, eta: 1 day, 17:37:02, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8219, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.6288 2020-07-26 10:55:21,108 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-03, eta: 1 day, 17:36:50, time: 0.788, data_time: 0.006, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.9267 2020-07-26 10:55:33,652 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-03, eta: 1 day, 17:36:34, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6123, loss: 1.6123, grad_norm: 6.0261 2020-07-26 10:55:46,730 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-03, eta: 1 day, 17:36:19, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8336, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.9319 2020-07-26 10:56:00,052 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-03, eta: 1 day, 17:36:04, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5899, loss: 1.5899, grad_norm: 5.9666 2020-07-26 10:56:14,127 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-03, eta: 1 day, 17:35:50, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.9501 2020-07-26 10:56:27,937 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-03, eta: 1 day, 17:35:36, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8313, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.5751 2020-07-26 10:56:42,153 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-03, eta: 1 day, 17:35:22, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5165, loss: 1.5165, grad_norm: 5.7584 2020-07-26 10:56:54,983 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-03, eta: 1 day, 17:35:06, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5603, loss: 1.5603, grad_norm: 5.7860 2020-07-26 10:57:09,407 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-03, eta: 1 day, 17:34:53, time: 0.722, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.4967, loss: 1.4967, grad_norm: 5.7101 2020-07-26 10:57:22,720 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-03, eta: 1 day, 17:34:38, time: 0.666, data_time: 0.003, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8211, loss_cls: 1.6080, loss: 1.6080, grad_norm: 5.7395 2020-07-26 10:57:36,659 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-03, eta: 1 day, 17:34:24, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.4967, loss: 1.4967, grad_norm: 5.5403 2020-07-26 10:57:51,403 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-03, eta: 1 day, 17:34:11, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.8507 2020-07-26 10:58:03,993 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-03, eta: 1 day, 17:33:55, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5668, loss: 1.5668, grad_norm: 5.7705 2020-07-26 10:58:17,418 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-03, eta: 1 day, 17:33:40, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5708, loss: 1.5708, grad_norm: 5.7821 2020-07-26 10:58:31,240 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-03, eta: 1 day, 17:33:26, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.7564 2020-07-26 10:58:44,958 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-03, eta: 1 day, 17:33:12, time: 0.686, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.7682 2020-07-26 10:58:58,523 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-03, eta: 1 day, 17:32:57, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.5997, loss: 1.5997, grad_norm: 6.1365 2020-07-26 10:59:12,081 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-03, eta: 1 day, 17:32:42, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.8641 2020-07-26 10:59:25,753 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-03, eta: 1 day, 17:32:28, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.9183 2020-07-26 10:59:39,358 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-03, eta: 1 day, 17:32:13, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.9515 2020-07-26 10:59:52,526 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-03, eta: 1 day, 17:31:58, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.6797 2020-07-26 11:00:06,772 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-03, eta: 1 day, 17:31:45, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.6906 2020-07-26 11:00:19,938 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-03, eta: 1 day, 17:31:29, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4464, loss: 1.4464, grad_norm: 5.6696 2020-07-26 11:00:33,139 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-03, eta: 1 day, 17:31:14, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8461, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.8769 2020-07-26 11:00:46,812 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-03, eta: 1 day, 17:31:00, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8281, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.9620 2020-07-26 11:01:00,389 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-03, eta: 1 day, 17:30:45, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5187, loss: 1.5187, grad_norm: 5.8531 2020-07-26 11:01:14,151 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-03, eta: 1 day, 17:30:31, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6358, loss: 1.6358, grad_norm: 6.0769 2020-07-26 11:01:27,919 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-03, eta: 1 day, 17:30:17, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.9680 2020-07-26 11:01:40,913 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-03, eta: 1 day, 17:30:01, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.7673 2020-07-26 11:01:54,285 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-03, eta: 1 day, 17:29:46, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.0034 2020-07-26 11:02:08,021 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-03, eta: 1 day, 17:29:32, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.8047 2020-07-26 11:02:21,207 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-03, eta: 1 day, 17:29:17, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5764, loss: 1.5764, grad_norm: 5.7125 2020-07-26 11:02:35,390 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-03, eta: 1 day, 17:29:03, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.6346, loss: 1.6346, grad_norm: 6.0063 2020-07-26 11:02:48,784 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-03, eta: 1 day, 17:28:48, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5880, loss: 1.5880, grad_norm: 5.8656 2020-07-26 11:03:03,028 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-03, eta: 1 day, 17:28:35, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.8886 2020-07-26 11:03:16,751 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-03, eta: 1 day, 17:28:20, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.6520 2020-07-26 11:03:29,591 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-03, eta: 1 day, 17:28:05, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.8518 2020-07-26 11:03:42,693 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-03, eta: 1 day, 17:27:50, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.9953 2020-07-26 11:03:56,505 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-03, eta: 1 day, 17:27:35, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.9482 2020-07-26 11:04:09,631 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-03, eta: 1 day, 17:27:20, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6277, loss: 1.6277, grad_norm: 6.0007 2020-07-26 11:04:22,712 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-03, eta: 1 day, 17:27:05, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.0429 2020-07-26 11:04:35,774 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-03, eta: 1 day, 17:26:50, time: 0.653, data_time: 0.002, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5701, loss: 1.5701, grad_norm: 5.8760 2020-07-26 11:04:50,860 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-03, eta: 1 day, 17:26:37, time: 0.753, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8594, loss_cls: 1.4398, loss: 1.4398, grad_norm: 5.5654 2020-07-26 11:05:03,509 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-03, eta: 1 day, 17:26:21, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.9353 2020-07-26 11:05:16,896 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-03, eta: 1 day, 17:26:06, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4842, loss: 1.4842, grad_norm: 5.5668 2020-07-26 11:05:30,735 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-03, eta: 1 day, 17:25:52, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.8237 2020-07-26 11:05:44,508 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-03, eta: 1 day, 17:25:38, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5775, loss: 1.5775, grad_norm: 5.9437 2020-07-26 11:05:58,423 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-03, eta: 1 day, 17:25:24, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8281, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.0727 2020-07-26 11:06:10,961 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-03, eta: 1 day, 17:25:08, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5689, loss: 1.5689, grad_norm: 5.9530 2020-07-26 11:06:24,523 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-03, eta: 1 day, 17:24:53, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.7885 2020-07-26 11:06:39,415 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-03, eta: 1 day, 17:24:40, time: 0.747, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5193, loss: 1.5193, grad_norm: 5.7750 2020-07-26 11:06:52,968 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-03, eta: 1 day, 17:24:26, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.8370 2020-07-26 11:07:06,650 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-03, eta: 1 day, 17:24:11, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5958, loss: 1.5958, grad_norm: 5.8781 2020-07-26 11:07:20,234 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-03, eta: 1 day, 17:23:57, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.6993 2020-07-26 11:07:33,793 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-03, eta: 1 day, 17:23:42, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.7703 2020-07-26 11:07:47,255 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-03, eta: 1 day, 17:23:27, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8203, loss_cls: 1.6209, loss: 1.6209, grad_norm: 5.9747 2020-07-26 11:08:01,448 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-03, eta: 1 day, 17:23:14, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.9923 2020-07-26 11:08:15,254 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-03, eta: 1 day, 17:22:59, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.6291, loss: 1.6291, grad_norm: 5.9143 2020-07-26 11:08:29,642 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-03, eta: 1 day, 17:22:46, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.8243 2020-07-26 11:08:42,828 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-03, eta: 1 day, 17:22:31, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5484, loss: 1.5484, grad_norm: 5.9005 2020-07-26 11:08:56,732 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-03, eta: 1 day, 17:22:17, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5222, loss: 1.5222, grad_norm: 5.8327 2020-07-26 11:09:10,618 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-03, eta: 1 day, 17:22:02, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.1022 2020-07-26 11:09:24,090 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-03, eta: 1 day, 17:21:48, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.9516 2020-07-26 11:09:37,382 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-03, eta: 1 day, 17:21:33, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.8456 2020-07-26 11:09:51,572 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-03, eta: 1 day, 17:21:19, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6715, loss: 1.6715, grad_norm: 6.1790 2020-07-26 11:10:05,162 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-03, eta: 1 day, 17:21:05, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8164, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.9841 2020-07-26 11:10:17,682 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-03, eta: 1 day, 17:20:49, time: 0.626, data_time: 0.001, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5446, loss: 1.5446, grad_norm: 5.6948 2020-07-26 11:10:31,072 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-03, eta: 1 day, 17:20:34, time: 0.668, data_time: 0.004, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8266, loss_cls: 1.6127, loss: 1.6127, grad_norm: 5.8777 2020-07-26 11:10:44,522 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-03, eta: 1 day, 17:20:19, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.7451 2020-07-26 11:10:58,344 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-03, eta: 1 day, 17:20:05, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8203, loss_cls: 1.6508, loss: 1.6508, grad_norm: 6.0245 2020-07-26 11:11:12,580 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-03, eta: 1 day, 17:19:51, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6682, loss: 1.6682, grad_norm: 6.1647 2020-07-26 11:11:25,988 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-03, eta: 1 day, 17:19:36, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.8168 2020-07-26 11:11:39,251 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-03, eta: 1 day, 17:19:21, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5758, loss: 1.5758, grad_norm: 5.8955 2020-07-26 11:11:52,790 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-03, eta: 1 day, 17:19:07, time: 0.674, data_time: 0.011, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.9687 2020-07-26 11:12:07,323 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-03, eta: 1 day, 17:18:53, time: 0.728, data_time: 0.008, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8047, loss_cls: 1.6936, loss: 1.6936, grad_norm: 6.1771 2020-07-26 11:12:19,949 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-03, eta: 1 day, 17:18:38, time: 0.633, data_time: 0.010, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.9529 2020-07-26 11:12:33,662 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-03, eta: 1 day, 17:18:23, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8203, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.9630 2020-07-26 11:12:46,968 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-03, eta: 1 day, 17:18:08, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6169, loss: 1.6169, grad_norm: 6.0497 2020-07-26 11:13:00,229 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-03, eta: 1 day, 17:17:53, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.9710 2020-07-26 11:13:13,530 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-03, eta: 1 day, 17:17:38, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.5613, loss: 1.5613, grad_norm: 5.9067 2020-07-26 11:13:27,045 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-03, eta: 1 day, 17:17:24, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6542, loss: 1.6542, grad_norm: 6.0311 2020-07-26 11:13:40,994 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-03, eta: 1 day, 17:17:10, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6374, loss: 1.6374, grad_norm: 6.0180 2020-07-26 11:13:54,898 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-03, eta: 1 day, 17:16:55, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.9019 2020-07-26 11:14:07,898 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-03, eta: 1 day, 17:16:40, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.8736 2020-07-26 11:14:21,226 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-03, eta: 1 day, 17:16:25, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.7935 2020-07-26 11:14:35,874 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-03, eta: 1 day, 17:16:12, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8414, loss_cls: 1.5596, loss: 1.5596, grad_norm: 6.0868 2020-07-26 11:14:49,766 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-03, eta: 1 day, 17:15:58, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8297, loss_cls: 1.5687, loss: 1.5687, grad_norm: 5.9393 2020-07-26 11:15:02,800 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-03, eta: 1 day, 17:15:43, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.0388 2020-07-26 11:15:16,659 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-03, eta: 1 day, 17:15:28, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5818, loss: 1.5818, grad_norm: 5.8680 2020-07-26 11:15:29,881 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-03, eta: 1 day, 17:15:13, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.8720 2020-07-26 11:15:43,593 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-03, eta: 1 day, 17:14:59, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.7797 2020-07-26 11:15:56,643 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-03, eta: 1 day, 17:14:44, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.9555 2020-07-26 11:16:10,455 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-03, eta: 1 day, 17:14:30, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.7341 2020-07-26 11:16:23,976 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-03, eta: 1 day, 17:14:15, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.9690 2020-07-26 11:16:38,633 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-03, eta: 1 day, 17:14:02, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.6534, loss: 1.6534, grad_norm: 6.0612 2020-07-26 11:16:51,955 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-03, eta: 1 day, 17:13:47, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8367, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.0063 2020-07-26 11:17:05,141 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-03, eta: 1 day, 17:13:32, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6483, loss: 1.6483, grad_norm: 6.0954 2020-07-26 11:17:19,400 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-03, eta: 1 day, 17:13:18, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.5040, loss: 1.5040, grad_norm: 5.7591 2020-07-26 11:17:33,000 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-03, eta: 1 day, 17:13:04, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8281, loss_cls: 1.6034, loss: 1.6034, grad_norm: 6.0008 2020-07-26 11:17:45,865 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-03, eta: 1 day, 17:12:48, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.5837, loss: 1.5837, grad_norm: 5.8006 2020-07-26 11:18:00,006 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-03, eta: 1 day, 17:12:34, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5345, loss: 1.5345, grad_norm: 5.7280 2020-07-26 11:18:14,120 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-03, eta: 1 day, 17:12:20, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6383, loss: 1.6383, grad_norm: 6.0333 2020-07-26 11:18:27,453 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-03, eta: 1 day, 17:12:05, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8180, loss_cls: 1.6702, loss: 1.6702, grad_norm: 6.1848 2020-07-26 11:18:41,529 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-03, eta: 1 day, 17:11:51, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4071, loss: 1.4071, grad_norm: 5.7222 2020-07-26 11:18:55,373 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-03, eta: 1 day, 17:11:37, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8336, loss_cls: 1.5896, loss: 1.5896, grad_norm: 6.0003 2020-07-26 11:19:09,384 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-03, eta: 1 day, 17:11:23, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5457, loss: 1.5457, grad_norm: 5.7840 2020-07-26 11:19:21,929 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-03, eta: 1 day, 17:11:07, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.9081 2020-07-26 11:19:35,593 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-03, eta: 1 day, 17:10:53, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.8984 2020-07-26 11:19:49,039 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-03, eta: 1 day, 17:10:38, time: 0.673, data_time: 0.003, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6581, loss: 1.6581, grad_norm: 6.0698 2020-07-26 11:20:03,492 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-03, eta: 1 day, 17:10:25, time: 0.723, data_time: 0.004, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8336, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.8421 2020-07-26 11:20:16,980 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-03, eta: 1 day, 17:10:10, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.9342 2020-07-26 11:20:31,916 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-03, eta: 1 day, 17:09:57, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8375, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.0759 2020-07-26 11:20:46,071 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-03, eta: 1 day, 17:09:44, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6794, loss: 1.6794, grad_norm: 6.2317 2020-07-26 11:20:59,122 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-03, eta: 1 day, 17:09:28, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8297, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.0594 2020-07-26 11:21:12,475 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-03, eta: 1 day, 17:09:13, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6711, loss: 1.6711, grad_norm: 6.1024 2020-07-26 11:21:26,487 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-03, eta: 1 day, 17:08:59, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.9816 2020-07-26 11:21:40,521 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-03, eta: 1 day, 17:08:45, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5837, loss: 1.5837, grad_norm: 5.9337 2020-07-26 11:21:54,538 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-03, eta: 1 day, 17:08:31, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.5593, loss: 1.5593, grad_norm: 6.1130 2020-07-26 11:22:08,392 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-03, eta: 1 day, 17:08:17, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8273, loss_cls: 1.6229, loss: 1.6229, grad_norm: 6.0767 2020-07-26 11:22:21,276 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-03, eta: 1 day, 17:08:02, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5303, loss: 1.5303, grad_norm: 6.0207 2020-07-26 11:22:34,668 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-03, eta: 1 day, 17:07:47, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.9977 2020-07-26 11:22:48,044 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-03, eta: 1 day, 17:07:32, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.6130, loss: 1.6130, grad_norm: 6.0248 2020-07-26 11:23:02,092 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-03, eta: 1 day, 17:07:18, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5176, loss: 1.5176, grad_norm: 5.8955 2020-07-26 11:23:16,975 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-03, eta: 1 day, 17:07:05, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8477, loss_cls: 1.5376, loss: 1.5376, grad_norm: 6.0908 2020-07-26 11:23:31,363 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-03, eta: 1 day, 17:06:52, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.9827 2020-07-26 11:23:45,054 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-03, eta: 1 day, 17:06:37, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.6079, loss: 1.6079, grad_norm: 5.9880 2020-07-26 11:23:58,758 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-03, eta: 1 day, 17:06:23, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5666, loss: 1.5666, grad_norm: 6.0515 2020-07-26 11:24:13,217 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-03, eta: 1 day, 17:06:10, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8016, loss_cls: 1.7118, loss: 1.7118, grad_norm: 6.1530 2020-07-26 11:24:26,459 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-03, eta: 1 day, 17:05:55, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.4972, loss: 1.4972, grad_norm: 5.9598 2020-07-26 11:24:40,198 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-03, eta: 1 day, 17:05:40, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8398, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.0403 2020-07-26 11:24:53,736 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-03, eta: 1 day, 17:05:26, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.9153 2020-07-26 11:25:07,302 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-03, eta: 1 day, 17:05:11, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.0072 2020-07-26 11:25:20,904 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-03, eta: 1 day, 17:04:57, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5909, loss: 1.5909, grad_norm: 6.1385 2020-07-26 11:25:34,993 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-03, eta: 1 day, 17:04:43, time: 0.705, data_time: 0.003, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.0015 2020-07-26 11:25:49,159 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-03, eta: 1 day, 17:04:29, time: 0.708, data_time: 0.004, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.6331, loss: 1.6331, grad_norm: 6.0789 2020-07-26 11:26:03,255 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-03, eta: 1 day, 17:04:15, time: 0.705, data_time: 0.003, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.1283 2020-07-26 11:26:16,312 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-03, eta: 1 day, 17:04:00, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.0635 2020-07-26 11:26:29,163 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-03, eta: 1 day, 17:03:44, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6326, loss: 1.6326, grad_norm: 6.1310 2020-07-26 11:26:42,985 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-03, eta: 1 day, 17:03:30, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.3157 2020-07-26 11:26:56,015 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-03, eta: 1 day, 17:03:15, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.8470 2020-07-26 11:27:09,323 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-03, eta: 1 day, 17:03:00, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8109, loss_cls: 1.7505, loss: 1.7505, grad_norm: 6.4556 2020-07-26 11:27:22,768 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-03, eta: 1 day, 17:02:45, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4793, loss: 1.4793, grad_norm: 5.8738 2020-07-26 11:27:36,712 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-03, eta: 1 day, 17:02:31, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.8289 2020-07-26 11:27:49,927 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-03, eta: 1 day, 17:02:16, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6205, loss: 1.6205, grad_norm: 5.9658 2020-07-26 11:28:04,323 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-03, eta: 1 day, 17:02:02, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5736, loss: 1.5736, grad_norm: 5.7955 2020-07-26 11:28:17,929 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-03, eta: 1 day, 17:01:48, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5516, loss: 1.5516, grad_norm: 5.9470 2020-07-26 11:28:32,490 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-03, eta: 1 day, 17:01:35, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8070, loss_cls: 1.6674, loss: 1.6674, grad_norm: 6.1054 2020-07-26 11:28:45,290 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-03, eta: 1 day, 17:01:19, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.9294 2020-07-26 11:28:59,498 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-03, eta: 1 day, 17:01:05, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.9442 2020-07-26 11:29:12,687 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-03, eta: 1 day, 17:00:50, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6607, loss: 1.6607, grad_norm: 6.1219 2020-07-26 11:29:27,348 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-03, eta: 1 day, 17:00:37, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.9417 2020-07-26 11:29:40,817 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-03, eta: 1 day, 17:00:23, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5581, loss: 1.5581, grad_norm: 5.8552 2020-07-26 11:29:54,323 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-03, eta: 1 day, 17:00:08, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4839, loss: 1.4839, grad_norm: 5.9585 2020-07-26 11:30:07,821 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-03, eta: 1 day, 16:59:53, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5618, loss: 1.5618, grad_norm: 5.9229 2020-07-26 11:30:21,274 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-03, eta: 1 day, 16:59:38, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5295, loss: 1.5295, grad_norm: 5.9978 2020-07-26 11:30:34,154 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-03, eta: 1 day, 16:59:23, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.9441 2020-07-26 11:30:48,670 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-03, eta: 1 day, 16:59:10, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6678, loss: 1.6678, grad_norm: 6.1550 2020-07-26 11:31:01,817 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-03, eta: 1 day, 16:58:55, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5249, loss: 1.5249, grad_norm: 5.9698 2020-07-26 11:31:14,942 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-03, eta: 1 day, 16:58:39, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8281, loss_cls: 1.6591, loss: 1.6591, grad_norm: 6.1457 2020-07-26 11:31:28,543 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-03, eta: 1 day, 16:58:25, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8211, loss_cls: 1.6524, loss: 1.6524, grad_norm: 6.2317 2020-07-26 11:31:41,506 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-03, eta: 1 day, 16:58:10, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6094, top5_acc: 0.7984, loss_cls: 1.7440, loss: 1.7440, grad_norm: 6.2551 2020-07-26 11:31:56,394 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-03, eta: 1 day, 16:57:57, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.9121 2020-07-26 11:32:10,222 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-03, eta: 1 day, 16:57:43, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5432, loss: 1.5432, grad_norm: 5.8817 2020-07-26 11:32:22,728 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-03, eta: 1 day, 16:57:27, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8141, loss_cls: 1.5684, loss: 1.5684, grad_norm: 5.9937 2020-07-26 11:32:37,074 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-03, eta: 1 day, 16:57:13, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4792, loss: 1.4792, grad_norm: 5.6914 2020-07-26 11:32:50,246 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-03, eta: 1 day, 16:56:58, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.0294 2020-07-26 11:33:04,270 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-03, eta: 1 day, 16:56:44, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8148, loss_cls: 1.6767, loss: 1.6767, grad_norm: 6.0416 2020-07-26 11:33:18,839 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-03, eta: 1 day, 16:56:31, time: 0.728, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.0391 2020-07-26 11:33:31,670 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-03, eta: 1 day, 16:56:15, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8125, loss_cls: 1.6567, loss: 1.6567, grad_norm: 6.1908 2020-07-26 11:33:45,049 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-03, eta: 1 day, 16:56:00, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.6613, loss: 1.6613, grad_norm: 6.2433 2020-07-26 11:33:59,703 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-03, eta: 1 day, 16:55:47, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.5276, loss: 1.5276, grad_norm: 5.8565 2020-07-26 11:34:13,496 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-03, eta: 1 day, 16:55:33, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.9114 2020-07-26 11:34:24,497 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-26 11:34:51,186 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-03, eta: 1 day, 16:55:06, time: 1.250, data_time: 0.646, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.9355 2020-07-26 11:35:04,230 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-03, eta: 1 day, 16:54:51, time: 0.652, data_time: 0.002, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6454, loss: 1.6454, grad_norm: 6.0218 2020-07-26 11:35:17,405 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-03, eta: 1 day, 16:54:36, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.0135 2020-07-26 11:35:30,365 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-03, eta: 1 day, 16:54:20, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5681, loss: 1.5681, grad_norm: 5.9547 2020-07-26 11:35:43,595 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-03, eta: 1 day, 16:54:05, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8289, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.9615 2020-07-26 11:35:57,373 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-03, eta: 1 day, 16:53:51, time: 0.686, data_time: 0.004, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.0547 2020-07-26 11:36:10,490 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-03, eta: 1 day, 16:53:36, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5400, loss: 1.5400, grad_norm: 5.9498 2020-07-26 11:36:23,520 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-03, eta: 1 day, 16:53:21, time: 0.652, data_time: 0.002, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.6068, loss: 1.6068, grad_norm: 6.0336 2020-07-26 11:36:37,692 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-03, eta: 1 day, 16:53:07, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.8654 2020-07-26 11:36:51,549 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-03, eta: 1 day, 16:52:53, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.8349 2020-07-26 11:37:05,133 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-03, eta: 1 day, 16:52:38, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6061, loss: 1.6061, grad_norm: 6.0832 2020-07-26 11:37:19,123 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-03, eta: 1 day, 16:52:24, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6530, loss: 1.6530, grad_norm: 6.1425 2020-07-26 11:37:32,305 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-03, eta: 1 day, 16:52:09, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.5967, loss: 1.5967, grad_norm: 6.0074 2020-07-26 11:37:46,585 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-03, eta: 1 day, 16:51:55, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.9729 2020-07-26 11:38:01,047 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-03, eta: 1 day, 16:51:42, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6336, loss: 1.6336, grad_norm: 6.1158 2020-07-26 11:38:15,198 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-03, eta: 1 day, 16:51:28, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4710, loss: 1.4710, grad_norm: 5.7952 2020-07-26 11:38:27,846 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-03, eta: 1 day, 16:51:12, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.0270 2020-07-26 11:38:41,452 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-03, eta: 1 day, 16:50:58, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4591, loss: 1.4591, grad_norm: 5.8350 2020-07-26 11:38:56,165 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-03, eta: 1 day, 16:50:45, time: 0.742, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.0253 2020-07-26 11:39:09,038 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-03, eta: 1 day, 16:50:29, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4879, loss: 1.4879, grad_norm: 5.7733 2020-07-26 11:39:22,323 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-03, eta: 1 day, 16:50:14, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.7353 2020-07-26 11:39:37,646 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-03, eta: 1 day, 16:50:02, time: 0.763, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5939, loss: 1.5939, grad_norm: 6.0180 2020-07-26 11:39:50,151 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-03, eta: 1 day, 16:49:46, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5325, loss: 1.5325, grad_norm: 5.9766 2020-07-26 11:40:03,482 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-03, eta: 1 day, 16:49:31, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.6317, loss: 1.6317, grad_norm: 6.0781 2020-07-26 11:40:18,028 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-03, eta: 1 day, 16:49:18, time: 0.728, data_time: 0.002, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.8132 2020-07-26 11:40:31,926 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-03, eta: 1 day, 16:49:04, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8273, loss_cls: 1.6180, loss: 1.6180, grad_norm: 6.1370 2020-07-26 11:40:45,813 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-03, eta: 1 day, 16:48:50, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.0175 2020-07-26 11:40:59,609 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-03, eta: 1 day, 16:48:35, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.6006, loss: 1.6006, grad_norm: 6.1070 2020-07-26 11:41:13,172 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-03, eta: 1 day, 16:48:21, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8445, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.0879 2020-07-26 11:41:27,117 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-03, eta: 1 day, 16:48:07, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5173, loss: 1.5173, grad_norm: 5.9559 2020-07-26 11:41:39,627 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-03, eta: 1 day, 16:47:51, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6209, loss: 1.6209, grad_norm: 6.1769 2020-07-26 11:41:53,090 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-03, eta: 1 day, 16:47:36, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.0952 2020-07-26 11:42:06,741 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-03, eta: 1 day, 16:47:22, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6296, loss: 1.6296, grad_norm: 6.1451 2020-07-26 11:42:20,270 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-03, eta: 1 day, 16:47:07, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.9375 2020-07-26 11:42:34,213 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-03, eta: 1 day, 16:46:53, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6395, loss: 1.6395, grad_norm: 6.1842 2020-07-26 11:42:48,090 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-03, eta: 1 day, 16:46:39, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8172, loss_cls: 1.6889, loss: 1.6889, grad_norm: 6.2431 2020-07-26 11:43:01,615 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-03, eta: 1 day, 16:46:24, time: 0.679, data_time: 0.009, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.0458 2020-07-26 11:43:15,886 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-03, eta: 1 day, 16:46:11, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.9979 2020-07-26 11:43:28,731 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-03, eta: 1 day, 16:45:55, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.9684 2020-07-26 11:43:42,012 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-03, eta: 1 day, 16:45:40, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8164, loss_cls: 1.6173, loss: 1.6173, grad_norm: 6.1580 2020-07-26 11:43:55,195 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-03, eta: 1 day, 16:45:25, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.9674 2020-07-26 11:44:09,994 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-03, eta: 1 day, 16:45:12, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.0485 2020-07-26 11:44:23,622 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-03, eta: 1 day, 16:44:58, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8508, loss_cls: 1.4518, loss: 1.4518, grad_norm: 5.7868 2020-07-26 11:44:36,769 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-03, eta: 1 day, 16:44:43, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5700, loss: 1.5700, grad_norm: 5.8956 2020-07-26 11:44:50,409 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-03, eta: 1 day, 16:44:28, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4822, loss: 1.4822, grad_norm: 5.8049 2020-07-26 11:45:04,581 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-03, eta: 1 day, 16:44:14, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.1428 2020-07-26 11:45:18,730 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-03, eta: 1 day, 16:44:01, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.0434 2020-07-26 11:45:31,826 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-03, eta: 1 day, 16:43:45, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8266, loss_cls: 1.5175, loss: 1.5175, grad_norm: 5.8162 2020-07-26 11:45:45,575 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-03, eta: 1 day, 16:43:31, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.1419 2020-07-26 11:45:59,187 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-03, eta: 1 day, 16:43:17, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8359, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.2470 2020-07-26 11:46:13,145 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-03, eta: 1 day, 16:43:03, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.5157, loss: 1.5157, grad_norm: 5.9353 2020-07-26 11:46:27,180 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-03, eta: 1 day, 16:42:49, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.3517 2020-07-26 11:46:40,080 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-03, eta: 1 day, 16:42:33, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.8643 2020-07-26 11:46:54,207 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-03, eta: 1 day, 16:42:19, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.9215 2020-07-26 11:47:07,097 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-03, eta: 1 day, 16:42:04, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5601, loss: 1.5601, grad_norm: 6.1642 2020-07-26 11:47:21,639 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-03, eta: 1 day, 16:41:51, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.1303 2020-07-26 11:47:35,081 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-03, eta: 1 day, 16:41:36, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.9866 2020-07-26 11:47:49,093 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-03, eta: 1 day, 16:41:22, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6209, loss: 1.6209, grad_norm: 6.0855 2020-07-26 11:48:03,378 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-03, eta: 1 day, 16:41:08, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.5907, loss: 1.5907, grad_norm: 6.0618 2020-07-26 11:48:17,171 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-03, eta: 1 day, 16:40:54, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.6116, loss: 1.6116, grad_norm: 6.2178 2020-07-26 11:48:31,161 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-03, eta: 1 day, 16:40:40, time: 0.703, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.0315 2020-07-26 11:48:44,578 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-03, eta: 1 day, 16:40:25, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.5969, loss: 1.5969, grad_norm: 6.0463 2020-07-26 11:48:57,775 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-03, eta: 1 day, 16:40:10, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8234, loss_cls: 1.6159, loss: 1.6159, grad_norm: 6.0515 2020-07-26 11:49:12,716 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-03, eta: 1 day, 16:39:57, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8477, loss_cls: 1.5420, loss: 1.5420, grad_norm: 6.1298 2020-07-26 11:49:27,353 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-03, eta: 1 day, 16:39:44, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8109, loss_cls: 1.6211, loss: 1.6211, grad_norm: 6.1832 2020-07-26 11:49:41,042 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-03, eta: 1 day, 16:39:30, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6115, loss: 1.6115, grad_norm: 6.1197 2020-07-26 11:49:53,970 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-03, eta: 1 day, 16:39:15, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.5277, loss: 1.5277, grad_norm: 6.0114 2020-07-26 11:50:07,768 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-03, eta: 1 day, 16:39:00, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5124, loss: 1.5124, grad_norm: 5.7454 2020-07-26 11:50:20,991 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-03, eta: 1 day, 16:38:45, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6623, loss: 1.6623, grad_norm: 6.0769 2020-07-26 11:50:35,168 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-03, eta: 1 day, 16:38:31, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.9152 2020-07-26 11:50:49,794 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-03, eta: 1 day, 16:38:18, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.9400 2020-07-26 11:51:02,893 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-03, eta: 1 day, 16:38:03, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5513, loss: 1.5513, grad_norm: 5.8942 2020-07-26 11:51:16,097 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-03, eta: 1 day, 16:37:48, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.8514 2020-07-26 11:51:30,238 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-03, eta: 1 day, 16:37:34, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.1882 2020-07-26 11:51:44,175 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-03, eta: 1 day, 16:37:20, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8375, loss_cls: 1.5386, loss: 1.5386, grad_norm: 5.9520 2020-07-26 11:51:58,282 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-03, eta: 1 day, 16:37:06, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5535, loss: 1.5535, grad_norm: 5.8821 2020-07-26 11:52:12,306 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-03, eta: 1 day, 16:36:52, time: 0.706, data_time: 0.010, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8430, loss_cls: 1.5631, loss: 1.5631, grad_norm: 6.0213 2020-07-26 11:52:26,867 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-03, eta: 1 day, 16:36:39, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.8851 2020-07-26 11:52:39,704 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-03, eta: 1 day, 16:36:24, time: 0.642, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.5028, loss: 1.5028, grad_norm: 5.9319 2020-07-26 11:52:54,248 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-03, eta: 1 day, 16:36:10, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8180, loss_cls: 1.6869, loss: 1.6869, grad_norm: 6.3025 2020-07-26 11:53:07,734 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-03, eta: 1 day, 16:35:56, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5537, loss: 1.5537, grad_norm: 5.9733 2020-07-26 11:53:21,638 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-03, eta: 1 day, 16:35:42, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6015, loss: 1.6015, grad_norm: 6.1225 2020-07-26 11:53:34,912 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-03, eta: 1 day, 16:35:27, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.8453 2020-07-26 11:53:48,498 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-03, eta: 1 day, 16:35:12, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8156, loss_cls: 1.6828, loss: 1.6828, grad_norm: 6.3724 2020-07-26 11:54:02,950 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-03, eta: 1 day, 16:34:59, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.5828, loss: 1.5828, grad_norm: 5.9160 2020-07-26 11:54:15,886 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-03, eta: 1 day, 16:34:43, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6575, loss: 1.6575, grad_norm: 6.2772 2020-07-26 11:54:29,389 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-03, eta: 1 day, 16:34:29, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.8612 2020-07-26 11:54:42,975 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-03, eta: 1 day, 16:34:14, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5361, loss: 1.5361, grad_norm: 6.0851 2020-07-26 11:54:56,309 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-03, eta: 1 day, 16:33:59, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8438, loss_cls: 1.5430, loss: 1.5430, grad_norm: 5.9436 2020-07-26 11:55:09,682 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-03, eta: 1 day, 16:33:45, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.5434, loss: 1.5434, grad_norm: 6.0723 2020-07-26 11:55:24,503 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-03, eta: 1 day, 16:33:32, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5847, loss: 1.5847, grad_norm: 6.1246 2020-07-26 11:55:37,474 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-03, eta: 1 day, 16:33:16, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5408, loss: 1.5408, grad_norm: 5.9425 2020-07-26 11:55:51,433 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-03, eta: 1 day, 16:33:02, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.9401 2020-07-26 11:56:05,052 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-03, eta: 1 day, 16:32:48, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8281, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.1306 2020-07-26 11:56:19,106 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-03, eta: 1 day, 16:32:34, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8586, loss_cls: 1.4303, loss: 1.4303, grad_norm: 5.9006 2020-07-26 11:56:32,892 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-03, eta: 1 day, 16:32:20, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.0572 2020-07-26 11:56:46,385 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-03, eta: 1 day, 16:32:05, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5929, loss: 1.5929, grad_norm: 6.0200 2020-07-26 11:57:00,215 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-03, eta: 1 day, 16:31:51, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.9560 2020-07-26 11:57:14,144 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-03, eta: 1 day, 16:31:37, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.0268 2020-07-26 11:57:28,492 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-03, eta: 1 day, 16:31:23, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6726, loss: 1.6726, grad_norm: 6.2549 2020-07-26 11:57:42,246 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-03, eta: 1 day, 16:31:09, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8336, loss_cls: 1.5507, loss: 1.5507, grad_norm: 6.1408 2020-07-26 11:57:55,533 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-03, eta: 1 day, 16:30:54, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5336, loss: 1.5336, grad_norm: 6.0383 2020-07-26 11:58:10,453 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-03, eta: 1 day, 16:30:41, time: 0.744, data_time: 0.007, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6125, loss: 1.6125, grad_norm: 5.9995 2020-07-26 11:58:23,161 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-03, eta: 1 day, 16:30:25, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.9482 2020-07-26 11:58:37,261 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-03, eta: 1 day, 16:30:12, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5722, loss: 1.5722, grad_norm: 5.9134 2020-07-26 11:58:50,863 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-03, eta: 1 day, 16:29:57, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.8349 2020-07-26 11:59:04,394 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-03, eta: 1 day, 16:29:42, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8187, loss_cls: 1.5794, loss: 1.5794, grad_norm: 6.0974 2020-07-26 11:59:17,821 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-03, eta: 1 day, 16:29:28, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5851, loss: 1.5851, grad_norm: 6.0328 2020-07-26 11:59:31,854 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-03, eta: 1 day, 16:29:14, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.5871, loss: 1.5871, grad_norm: 6.0106 2020-07-26 11:59:45,226 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-03, eta: 1 day, 16:28:59, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.1210 2020-07-26 11:59:58,821 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-03, eta: 1 day, 16:28:45, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8469, loss_cls: 1.5164, loss: 1.5164, grad_norm: 6.1568 2020-07-26 12:00:16,000 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-03, eta: 1 day, 16:28:34, time: 0.853, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.4809, loss: 1.4809, grad_norm: 6.0768 2020-07-26 12:00:29,491 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-03, eta: 1 day, 16:28:20, time: 0.680, data_time: 0.016, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.0715 2020-07-26 12:00:44,326 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-03, eta: 1 day, 16:28:07, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8383, loss_cls: 1.5016, loss: 1.5016, grad_norm: 5.8667 2020-07-26 12:00:57,543 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-03, eta: 1 day, 16:27:52, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8375, loss_cls: 1.5641, loss: 1.5641, grad_norm: 6.1092 2020-07-26 12:01:10,983 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-03, eta: 1 day, 16:27:37, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.9000 2020-07-26 12:01:24,051 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-03, eta: 1 day, 16:27:22, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.8597 2020-07-26 12:01:38,758 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-03, eta: 1 day, 16:27:09, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.3066 2020-07-26 12:01:52,430 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-03, eta: 1 day, 16:26:55, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.2824 2020-07-26 12:02:06,816 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-03, eta: 1 day, 16:26:41, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6837, loss: 1.6837, grad_norm: 6.2352 2020-07-26 12:02:20,009 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-03, eta: 1 day, 16:26:26, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.5080, loss: 1.5080, grad_norm: 5.9753 2020-07-26 12:02:34,010 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-03, eta: 1 day, 16:26:12, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5351, loss: 1.5351, grad_norm: 6.0849 2020-07-26 12:02:48,145 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-03, eta: 1 day, 16:25:58, time: 0.709, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.1760 2020-07-26 12:03:02,384 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-03, eta: 1 day, 16:25:44, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8219, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.9576 2020-07-26 12:03:15,580 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-03, eta: 1 day, 16:25:29, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5176, loss: 1.5176, grad_norm: 5.9142 2020-07-26 12:03:29,282 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-03, eta: 1 day, 16:25:15, time: 0.682, data_time: 0.011, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5792, loss: 1.5792, grad_norm: 6.1225 2020-07-26 12:03:42,917 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-03, eta: 1 day, 16:25:01, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.0558 2020-07-26 12:03:57,332 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-03, eta: 1 day, 16:24:47, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.9213 2020-07-26 12:04:11,222 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-03, eta: 1 day, 16:24:33, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5057, loss: 1.5057, grad_norm: 5.9768 2020-07-26 12:04:25,803 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-03, eta: 1 day, 16:24:20, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4793, loss: 1.4793, grad_norm: 5.8955 2020-07-26 12:04:38,659 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-03, eta: 1 day, 16:24:04, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4727, loss: 1.4727, grad_norm: 6.0397 2020-07-26 12:04:53,746 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-03, eta: 1 day, 16:23:52, time: 0.752, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8430, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.1089 2020-07-26 12:05:06,756 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-03, eta: 1 day, 16:23:36, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8164, loss_cls: 1.5376, loss: 1.5376, grad_norm: 6.0445 2020-07-26 12:05:20,527 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-03, eta: 1 day, 16:23:22, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6053, loss: 1.6053, grad_norm: 6.2445 2020-07-26 12:05:34,464 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-03, eta: 1 day, 16:23:08, time: 0.697, data_time: 0.003, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6551, loss: 1.6551, grad_norm: 6.2931 2020-07-26 12:05:47,277 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-03, eta: 1 day, 16:22:53, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.9950 2020-07-26 12:06:01,279 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-03, eta: 1 day, 16:22:39, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5455, loss: 1.5455, grad_norm: 6.0199 2020-07-26 12:06:14,726 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-03, eta: 1 day, 16:22:24, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5518, loss: 1.5518, grad_norm: 6.0194 2020-07-26 12:06:28,164 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-03, eta: 1 day, 16:22:09, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8516, loss_cls: 1.5321, loss: 1.5321, grad_norm: 6.3191 2020-07-26 12:06:42,326 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-03, eta: 1 day, 16:21:55, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4128, loss: 1.4128, grad_norm: 5.8207 2020-07-26 12:06:56,118 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-03, eta: 1 day, 16:21:41, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.0389 2020-07-26 12:07:09,952 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-03, eta: 1 day, 16:21:27, time: 0.691, data_time: 0.004, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5331, loss: 1.5331, grad_norm: 6.0535 2020-07-26 12:07:23,514 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-03, eta: 1 day, 16:21:12, time: 0.679, data_time: 0.003, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4786, loss: 1.4786, grad_norm: 5.9572 2020-07-26 12:07:37,072 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-03, eta: 1 day, 16:20:58, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8094, loss_cls: 1.6334, loss: 1.6334, grad_norm: 6.2124 2020-07-26 12:07:51,600 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-03, eta: 1 day, 16:20:45, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.1890 2020-07-26 12:08:04,807 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-03, eta: 1 day, 16:20:30, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.6059, loss: 1.6059, grad_norm: 6.1493 2020-07-26 12:08:17,970 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-03, eta: 1 day, 16:20:15, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5894, loss: 1.5894, grad_norm: 6.0152 2020-07-26 12:08:32,476 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-03, eta: 1 day, 16:20:01, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6120, loss: 1.6120, grad_norm: 6.1534 2020-07-26 12:08:46,390 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-03, eta: 1 day, 16:19:47, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.9375 2020-07-26 12:08:59,677 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-03, eta: 1 day, 16:19:32, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.0295 2020-07-26 12:09:12,841 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-03, eta: 1 day, 16:19:17, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5489, loss: 1.5489, grad_norm: 6.0591 2020-07-26 12:09:26,212 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-03, eta: 1 day, 16:19:02, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4339, loss: 1.4339, grad_norm: 5.9911 2020-07-26 12:09:39,886 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-03, eta: 1 day, 16:18:48, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8352, loss_cls: 1.6006, loss: 1.6006, grad_norm: 6.2018 2020-07-26 12:09:53,517 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-03, eta: 1 day, 16:18:33, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.8873 2020-07-26 12:10:07,110 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-03, eta: 1 day, 16:18:19, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.1043 2020-07-26 12:10:20,909 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-03, eta: 1 day, 16:18:05, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.1044 2020-07-26 12:10:34,911 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-03, eta: 1 day, 16:17:51, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5098, loss: 1.5098, grad_norm: 6.0946 2020-07-26 12:10:47,992 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-03, eta: 1 day, 16:17:36, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8250, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.9056 2020-07-26 12:11:02,508 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-03, eta: 1 day, 16:17:22, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.1986 2020-07-26 12:11:15,669 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-03, eta: 1 day, 16:17:07, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.9512 2020-07-26 12:11:28,753 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-03, eta: 1 day, 16:16:52, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.0635 2020-07-26 12:11:43,308 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-03, eta: 1 day, 16:16:39, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6696, loss: 1.6696, grad_norm: 6.2407 2020-07-26 12:11:56,297 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-03, eta: 1 day, 16:16:24, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4911, loss: 1.4911, grad_norm: 5.9742 2020-07-26 12:12:09,912 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-03, eta: 1 day, 16:16:09, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5819, loss: 1.5819, grad_norm: 5.9762 2020-07-26 12:12:23,598 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-03, eta: 1 day, 16:15:55, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.7872 2020-07-26 12:12:36,777 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-03, eta: 1 day, 16:15:40, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.7103, loss: 1.7103, grad_norm: 6.4158 2020-07-26 12:12:51,443 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-03, eta: 1 day, 16:15:27, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.1335 2020-07-26 12:13:04,339 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-03, eta: 1 day, 16:15:11, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.5759, loss: 1.5759, grad_norm: 6.2073 2020-07-26 12:13:18,527 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-03, eta: 1 day, 16:14:57, time: 0.713, data_time: 0.008, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.6145, loss: 1.6145, grad_norm: 6.2620 2020-07-26 12:13:32,213 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-03, eta: 1 day, 16:14:43, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5173, loss: 1.5173, grad_norm: 6.1134 2020-07-26 12:13:46,415 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-03, eta: 1 day, 16:14:29, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6297, loss: 1.6297, grad_norm: 6.2512 2020-07-26 12:13:59,825 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-03, eta: 1 day, 16:14:14, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8125, loss_cls: 1.6928, loss: 1.6928, grad_norm: 6.5138 2020-07-26 12:14:14,283 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-03, eta: 1 day, 16:14:01, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.0139 2020-07-26 12:14:28,407 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-03, eta: 1 day, 16:13:47, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5748, loss: 1.5748, grad_norm: 6.2556 2020-07-26 12:14:41,030 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-03, eta: 1 day, 16:13:32, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.9036 2020-07-26 12:14:55,491 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-03, eta: 1 day, 16:13:18, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.5892, loss: 1.5892, grad_norm: 6.1713 2020-07-26 12:15:08,269 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-03, eta: 1 day, 16:13:03, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.6037, loss: 1.6037, grad_norm: 6.2349 2020-07-26 12:15:22,941 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-03, eta: 1 day, 16:12:49, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.1951 2020-07-26 12:15:36,687 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-03, eta: 1 day, 16:12:35, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5750, loss: 1.5750, grad_norm: 6.0521 2020-07-26 12:15:50,494 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-03, eta: 1 day, 16:12:21, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5923, loss: 1.5923, grad_norm: 6.1986 2020-07-26 12:16:05,270 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-03, eta: 1 day, 16:12:08, time: 0.742, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6467, loss: 1.6467, grad_norm: 6.1586 2020-07-26 12:16:18,989 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-03, eta: 1 day, 16:11:53, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.9541 2020-07-26 12:16:31,817 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-03, eta: 1 day, 16:11:38, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4984, loss: 1.4984, grad_norm: 5.9936 2020-07-26 12:16:45,703 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-03, eta: 1 day, 16:11:24, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5941, loss: 1.5941, grad_norm: 6.2051 2020-07-26 12:16:59,088 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-03, eta: 1 day, 16:11:09, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.5274, loss: 1.5274, grad_norm: 6.1512 2020-07-26 12:17:13,910 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-03, eta: 1 day, 16:10:56, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.6049, loss: 1.6049, grad_norm: 6.1656 2020-07-26 12:17:27,533 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-03, eta: 1 day, 16:10:42, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.0760 2020-07-26 12:17:39,738 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-26 12:18:07,894 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-03, eta: 1 day, 16:10:17, time: 1.326, data_time: 0.714, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.9274 2020-07-26 12:18:19,944 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-03, eta: 1 day, 16:10:00, time: 0.605, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4294, loss: 1.4294, grad_norm: 5.9296 2020-07-26 12:18:33,153 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-03, eta: 1 day, 16:09:45, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.9996 2020-07-26 12:18:47,084 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-03, eta: 1 day, 16:09:31, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.1664 2020-07-26 12:18:59,749 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-03, eta: 1 day, 16:09:16, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5321, loss: 1.5321, grad_norm: 5.9917 2020-07-26 12:19:12,867 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-03, eta: 1 day, 16:09:01, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4141, loss: 1.4141, grad_norm: 5.6079 2020-07-26 12:19:26,878 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-03, eta: 1 day, 16:08:47, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5205, loss: 1.5205, grad_norm: 6.0573 2020-07-26 12:19:41,042 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-03, eta: 1 day, 16:08:33, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.6176, loss: 1.6176, grad_norm: 6.3318 2020-07-26 12:19:55,873 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-03, eta: 1 day, 16:08:20, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8469, loss_cls: 1.4963, loss: 1.4963, grad_norm: 5.9268 2020-07-26 12:20:09,470 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-03, eta: 1 day, 16:08:05, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8203, loss_cls: 1.5446, loss: 1.5446, grad_norm: 5.9968 2020-07-26 12:20:22,621 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-03, eta: 1 day, 16:07:50, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.0351 2020-07-26 12:20:35,867 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-03, eta: 1 day, 16:07:35, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.5917, loss: 1.5917, grad_norm: 6.3031 2020-07-26 12:20:50,818 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-03, eta: 1 day, 16:07:23, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.0667 2020-07-26 12:21:03,590 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-03, eta: 1 day, 16:07:07, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.1969 2020-07-26 12:21:17,817 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-03, eta: 1 day, 16:06:53, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.0693 2020-07-26 12:21:31,774 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-03, eta: 1 day, 16:06:39, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.0075 2020-07-26 12:21:45,670 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-03, eta: 1 day, 16:06:25, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5703, loss: 1.5703, grad_norm: 5.9937 2020-07-26 12:21:59,722 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-03, eta: 1 day, 16:06:11, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.1342 2020-07-26 12:22:12,396 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-03, eta: 1 day, 16:05:56, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.0662 2020-07-26 12:22:26,087 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-03, eta: 1 day, 16:05:41, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8313, loss_cls: 1.6175, loss: 1.6175, grad_norm: 6.2739 2020-07-26 12:22:40,815 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-03, eta: 1 day, 16:05:28, time: 0.738, data_time: 0.009, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.0773 2020-07-26 12:22:55,684 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-03, eta: 1 day, 16:05:15, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.2605 2020-07-26 12:23:09,354 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-03, eta: 1 day, 16:05:01, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5326, loss: 1.5326, grad_norm: 6.0473 2020-07-26 12:23:22,121 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-03, eta: 1 day, 16:04:45, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.1011 2020-07-26 12:23:36,116 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-03, eta: 1 day, 16:04:31, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5337, loss: 1.5337, grad_norm: 5.9823 2020-07-26 12:23:49,447 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-03, eta: 1 day, 16:04:16, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.2623 2020-07-26 12:24:02,929 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-03, eta: 1 day, 16:04:02, time: 0.672, data_time: 0.010, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8352, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.2112 2020-07-26 12:24:16,927 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-03, eta: 1 day, 16:03:48, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6268, loss: 1.6268, grad_norm: 6.1790 2020-07-26 12:24:32,435 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-03, eta: 1 day, 16:03:36, time: 0.774, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.1295 2020-07-26 12:24:45,452 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-03, eta: 1 day, 16:03:21, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5486, loss: 1.5486, grad_norm: 6.2427 2020-07-26 12:24:58,541 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-03, eta: 1 day, 16:03:05, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.6224, loss: 1.6224, grad_norm: 6.2047 2020-07-26 12:25:13,109 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-03, eta: 1 day, 16:02:52, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.9555 2020-07-26 12:25:25,863 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-03, eta: 1 day, 16:02:37, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.4972, loss: 1.4972, grad_norm: 6.1473 2020-07-26 12:25:39,442 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-03, eta: 1 day, 16:02:22, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.4865, loss: 1.4865, grad_norm: 6.0746 2020-07-26 12:25:52,980 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-03, eta: 1 day, 16:02:07, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6386, loss: 1.6386, grad_norm: 6.1359 2020-07-26 12:26:06,774 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-03, eta: 1 day, 16:01:53, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.0995 2020-07-26 12:26:21,573 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-03, eta: 1 day, 16:01:40, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.1628 2020-07-26 12:26:34,296 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-03, eta: 1 day, 16:01:25, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.4988, loss: 1.4988, grad_norm: 6.0239 2020-07-26 12:26:48,030 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-03, eta: 1 day, 16:01:10, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.2921 2020-07-26 12:27:01,695 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-03, eta: 1 day, 16:00:56, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6104, loss: 1.6104, grad_norm: 6.3193 2020-07-26 12:27:15,082 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-03, eta: 1 day, 16:00:41, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.8816 2020-07-26 12:27:29,350 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-03, eta: 1 day, 16:00:28, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8148, loss_cls: 1.5619, loss: 1.5619, grad_norm: 6.1214 2020-07-26 12:27:43,421 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-03, eta: 1 day, 16:00:14, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.5926, loss: 1.5926, grad_norm: 6.2292 2020-07-26 12:27:56,234 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-03, eta: 1 day, 15:59:58, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5638, loss: 1.5638, grad_norm: 6.0784 2020-07-26 12:28:10,577 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-03, eta: 1 day, 15:59:45, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8477, loss_cls: 1.5449, loss: 1.5449, grad_norm: 6.2348 2020-07-26 12:28:23,699 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-03, eta: 1 day, 15:59:30, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5421, loss: 1.5421, grad_norm: 6.1462 2020-07-26 12:28:38,675 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-03, eta: 1 day, 15:59:17, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.3027 2020-07-26 12:28:53,338 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-03, eta: 1 day, 15:59:04, time: 0.737, data_time: 0.008, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5294, loss: 1.5294, grad_norm: 6.1335 2020-07-26 12:29:07,636 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-03, eta: 1 day, 15:58:50, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.5336, loss: 1.5336, grad_norm: 6.2883 2020-07-26 12:29:21,269 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-03, eta: 1 day, 15:58:36, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8523, loss_cls: 1.4724, loss: 1.4724, grad_norm: 6.0510 2020-07-26 12:29:34,543 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-03, eta: 1 day, 15:58:21, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.0268 2020-07-26 12:29:48,531 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-03, eta: 1 day, 15:58:07, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.0214 2020-07-26 12:30:03,153 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-03, eta: 1 day, 15:57:53, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.9943 2020-07-26 12:30:17,008 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-03, eta: 1 day, 15:57:39, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.3135 2020-07-26 12:30:31,104 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-03, eta: 1 day, 15:57:25, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.4970, loss: 1.4970, grad_norm: 6.0549 2020-07-26 12:30:44,822 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-03, eta: 1 day, 15:57:11, time: 0.686, data_time: 0.004, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5448, loss: 1.5448, grad_norm: 6.2239 2020-07-26 12:30:58,686 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-03, eta: 1 day, 15:56:57, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.2245 2020-07-26 12:31:13,123 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-03, eta: 1 day, 15:56:43, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8203, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.1011 2020-07-26 12:31:27,154 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-03, eta: 1 day, 15:56:29, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5533, loss: 1.5533, grad_norm: 6.0357 2020-07-26 12:31:43,026 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-03, eta: 1 day, 15:56:18, time: 0.796, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.1651 2020-07-26 12:31:56,281 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-03, eta: 1 day, 15:56:03, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.0765 2020-07-26 12:32:10,308 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-03, eta: 1 day, 15:55:49, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5323, loss: 1.5323, grad_norm: 6.0920 2020-07-26 12:32:23,285 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-03, eta: 1 day, 15:55:34, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.2077 2020-07-26 12:32:37,802 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-03, eta: 1 day, 15:55:20, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.0495 2020-07-26 12:32:50,540 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-03, eta: 1 day, 15:55:05, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5655, loss: 1.5655, grad_norm: 6.1813 2020-07-26 12:33:04,542 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-03, eta: 1 day, 15:54:51, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.1289 2020-07-26 12:33:19,759 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-03, eta: 1 day, 15:54:38, time: 0.762, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.2530 2020-07-26 12:33:32,999 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-03, eta: 1 day, 15:54:23, time: 0.660, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.1173 2020-07-26 12:33:46,274 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-03, eta: 1 day, 15:54:08, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8211, loss_cls: 1.5320, loss: 1.5320, grad_norm: 6.1462 2020-07-26 12:34:00,312 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-03, eta: 1 day, 15:53:54, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5372, loss: 1.5372, grad_norm: 6.1873 2020-07-26 12:34:13,480 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-03, eta: 1 day, 15:53:40, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.5222, loss: 1.5222, grad_norm: 6.1361 2020-07-26 12:34:28,003 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-03, eta: 1 day, 15:53:26, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5448, loss: 1.5448, grad_norm: 6.1965 2020-07-26 12:34:41,763 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-03, eta: 1 day, 15:53:12, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.5918, loss: 1.5918, grad_norm: 6.1881 2020-07-26 12:34:55,234 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-03, eta: 1 day, 15:52:57, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.2665 2020-07-26 12:35:08,840 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-03, eta: 1 day, 15:52:43, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8438, loss_cls: 1.5402, loss: 1.5402, grad_norm: 6.1826 2020-07-26 12:35:23,022 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-03, eta: 1 day, 15:52:29, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.0871 2020-07-26 12:35:36,628 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-03, eta: 1 day, 15:52:15, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.1419 2020-07-26 12:35:50,407 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-03, eta: 1 day, 15:52:00, time: 0.689, data_time: 0.002, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5865, loss: 1.5865, grad_norm: 6.3300 2020-07-26 12:36:03,966 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-03, eta: 1 day, 15:51:46, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.5104, loss: 1.5104, grad_norm: 5.8931 2020-07-26 12:36:17,773 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-03, eta: 1 day, 15:51:31, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5234, loss: 1.5234, grad_norm: 6.1161 2020-07-26 12:36:31,866 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-03, eta: 1 day, 15:51:18, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5412, loss: 1.5412, grad_norm: 6.2225 2020-07-26 12:36:45,061 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-03, eta: 1 day, 15:51:03, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.0427 2020-07-26 12:36:58,953 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-03, eta: 1 day, 15:50:49, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.1994 2020-07-26 12:37:12,493 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-03, eta: 1 day, 15:50:34, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3733, loss: 1.3733, grad_norm: 5.8154 2020-07-26 12:37:25,745 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-03, eta: 1 day, 15:50:19, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4719, loss: 1.4719, grad_norm: 6.0776 2020-07-26 12:37:39,696 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-03, eta: 1 day, 15:50:05, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.3639 2020-07-26 12:37:53,064 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-03, eta: 1 day, 15:49:50, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.5655, loss: 1.5655, grad_norm: 6.2265 2020-07-26 12:38:07,189 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-03, eta: 1 day, 15:49:36, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.5959, loss: 1.5959, grad_norm: 6.2035 2020-07-26 12:38:20,975 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-03, eta: 1 day, 15:49:22, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5928, loss: 1.5928, grad_norm: 6.2891 2020-07-26 12:38:35,095 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-03, eta: 1 day, 15:49:08, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.1640 2020-07-26 12:38:48,991 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-03, eta: 1 day, 15:48:54, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.0470 2020-07-26 12:39:04,035 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-03, eta: 1 day, 15:48:42, time: 0.753, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.4095 2020-07-26 12:39:16,691 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-03, eta: 1 day, 15:48:26, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.3366 2020-07-26 12:39:31,229 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-03, eta: 1 day, 15:48:13, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6592, loss: 1.6592, grad_norm: 6.4252 2020-07-26 12:39:44,256 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-03, eta: 1 day, 15:47:57, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5201, loss: 1.5201, grad_norm: 6.2283 2020-07-26 12:39:57,992 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-03, eta: 1 day, 15:47:43, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5618, loss: 1.5618, grad_norm: 6.2210 2020-07-26 12:40:11,927 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-03, eta: 1 day, 15:47:29, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.3311 2020-07-26 12:40:25,494 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-03, eta: 1 day, 15:47:15, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5759, loss: 1.5759, grad_norm: 6.2618 2020-07-26 12:40:39,113 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-03, eta: 1 day, 15:47:00, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.1252 2020-07-26 12:40:53,045 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-03, eta: 1 day, 15:46:46, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.6257, loss: 1.6257, grad_norm: 6.5798 2020-07-26 12:41:06,233 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-03, eta: 1 day, 15:46:31, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.1392 2020-07-26 12:41:20,278 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-03, eta: 1 day, 15:46:17, time: 0.702, data_time: 0.003, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5136, loss: 1.5136, grad_norm: 6.0688 2020-07-26 12:41:34,721 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-03, eta: 1 day, 15:46:04, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.1525 2020-07-26 12:41:47,831 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-03, eta: 1 day, 15:45:49, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.1832 2020-07-26 12:42:02,128 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-03, eta: 1 day, 15:45:35, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5053, loss: 1.5053, grad_norm: 6.2073 2020-07-26 12:42:15,466 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-03, eta: 1 day, 15:45:20, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8164, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.0758 2020-07-26 12:42:29,221 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-03, eta: 1 day, 15:45:06, time: 0.689, data_time: 0.003, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.0251 2020-07-26 12:42:42,274 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-03, eta: 1 day, 15:44:51, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4936, loss: 1.4936, grad_norm: 6.1336 2020-07-26 12:42:56,397 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-03, eta: 1 day, 15:44:37, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5405, loss: 1.5405, grad_norm: 6.1513 2020-07-26 12:43:10,134 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-03, eta: 1 day, 15:44:23, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.0730 2020-07-26 12:43:23,791 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-03, eta: 1 day, 15:44:08, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.7969, loss_cls: 1.6758, loss: 1.6758, grad_norm: 6.5931 2020-07-26 12:43:36,825 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-03, eta: 1 day, 15:43:53, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5420, loss: 1.5420, grad_norm: 6.2017 2020-07-26 12:43:50,461 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-03, eta: 1 day, 15:43:39, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5374, loss: 1.5374, grad_norm: 6.0235 2020-07-26 12:44:04,259 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-03, eta: 1 day, 15:43:24, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4775, loss: 1.4775, grad_norm: 6.0378 2020-07-26 12:44:18,977 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-03, eta: 1 day, 15:43:11, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5707, loss: 1.5707, grad_norm: 6.3427 2020-07-26 12:44:32,061 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-03, eta: 1 day, 15:42:56, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8227, loss_cls: 1.5758, loss: 1.5758, grad_norm: 6.1285 2020-07-26 12:44:46,145 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-03, eta: 1 day, 15:42:42, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5915, loss: 1.5915, grad_norm: 6.2283 2020-07-26 12:44:59,021 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-03, eta: 1 day, 15:42:27, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.3089 2020-07-26 12:45:12,560 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-03, eta: 1 day, 15:42:12, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8359, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.2490 2020-07-26 12:45:27,389 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-03, eta: 1 day, 15:41:59, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5628, loss: 1.5628, grad_norm: 6.1606 2020-07-26 12:45:41,464 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-03, eta: 1 day, 15:41:46, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.1748 2020-07-26 12:45:54,705 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-03, eta: 1 day, 15:41:31, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.2574 2020-07-26 12:46:08,759 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-03, eta: 1 day, 15:41:17, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6306, loss: 1.6306, grad_norm: 6.4649 2020-07-26 12:46:22,505 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-03, eta: 1 day, 15:41:02, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5532, loss: 1.5532, grad_norm: 6.1283 2020-07-26 12:46:35,320 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-03, eta: 1 day, 15:40:47, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.0365 2020-07-26 12:46:50,573 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-03, eta: 1 day, 15:40:34, time: 0.761, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.9718 2020-07-26 12:47:05,328 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-03, eta: 1 day, 15:40:21, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.3645 2020-07-26 12:47:18,511 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-03, eta: 1 day, 15:40:06, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.5950, loss: 1.5950, grad_norm: 6.3557 2020-07-26 12:47:31,914 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-03, eta: 1 day, 15:39:52, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5836, loss: 1.5836, grad_norm: 6.2351 2020-07-26 12:47:45,076 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-03, eta: 1 day, 15:39:37, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.5900, loss: 1.5900, grad_norm: 6.1843 2020-07-26 12:47:59,020 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-03, eta: 1 day, 15:39:23, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6201, loss: 1.6201, grad_norm: 6.3791 2020-07-26 12:48:13,994 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-03, eta: 1 day, 15:39:10, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.1584 2020-07-26 12:48:26,644 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-03, eta: 1 day, 15:38:54, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.1841 2020-07-26 12:48:41,309 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-03, eta: 1 day, 15:38:41, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.2983 2020-07-26 12:48:53,916 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-03, eta: 1 day, 15:38:25, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.6032, loss: 1.6032, grad_norm: 6.0828 2020-07-26 12:49:08,470 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-03, eta: 1 day, 15:38:12, time: 0.726, data_time: 0.004, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5201, loss: 1.5201, grad_norm: 6.1996 2020-07-26 12:49:22,665 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-03, eta: 1 day, 15:37:58, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6212, loss: 1.6212, grad_norm: 6.3430 2020-07-26 12:49:36,965 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-03, eta: 1 day, 15:37:45, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6478, loss: 1.6478, grad_norm: 6.2451 2020-07-26 12:49:50,611 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-03, eta: 1 day, 15:37:30, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.1777 2020-07-26 12:50:04,030 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-03, eta: 1 day, 15:37:16, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.1928 2020-07-26 12:50:18,308 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-03, eta: 1 day, 15:37:02, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.2222 2020-07-26 12:50:31,438 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-03, eta: 1 day, 15:36:47, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8148, loss_cls: 1.6150, loss: 1.6150, grad_norm: 6.2224 2020-07-26 12:50:45,881 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-03, eta: 1 day, 15:36:33, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.8497 2020-07-26 12:51:00,203 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-03, eta: 1 day, 15:36:20, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5292, loss: 1.5292, grad_norm: 6.0922 2020-07-26 12:51:12,942 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-03, eta: 1 day, 15:36:04, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.1267 2020-07-26 12:51:26,633 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-03, eta: 1 day, 15:35:50, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8117, loss_cls: 1.6686, loss: 1.6686, grad_norm: 6.2370 2020-07-26 12:51:39,652 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-03, eta: 1 day, 15:35:35, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.6098, loss: 1.6098, grad_norm: 6.2114 2020-07-26 12:51:53,273 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-03, eta: 1 day, 15:35:20, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.1459 2020-07-26 12:52:07,504 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-03, eta: 1 day, 15:35:07, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5184, loss: 1.5184, grad_norm: 6.0489 2020-07-26 12:52:21,055 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-03, eta: 1 day, 15:34:52, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.0926 2020-07-26 12:52:34,587 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-03, eta: 1 day, 15:34:38, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.5041, loss: 1.5041, grad_norm: 6.0185 2020-07-26 12:52:49,160 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-03, eta: 1 day, 15:34:24, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5501, loss: 1.5501, grad_norm: 6.1354 2020-07-26 12:53:03,067 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-03, eta: 1 day, 15:34:10, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5204, loss: 1.5204, grad_norm: 6.1545 2020-07-26 12:53:15,921 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-03, eta: 1 day, 15:33:55, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5585, loss: 1.5585, grad_norm: 6.1376 2020-07-26 12:53:29,633 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-03, eta: 1 day, 15:33:41, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.0445 2020-07-26 12:53:43,133 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-03, eta: 1 day, 15:33:26, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6057, loss: 1.6057, grad_norm: 6.4507 2020-07-26 12:53:57,037 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-03, eta: 1 day, 15:33:12, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4913, loss: 1.4913, grad_norm: 6.0400 2020-07-26 12:54:11,746 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-03, eta: 1 day, 15:32:59, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.2564 2020-07-26 12:54:24,397 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-03, eta: 1 day, 15:32:43, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3955, loss: 1.3955, grad_norm: 5.9499 2020-07-26 12:54:38,870 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-03, eta: 1 day, 15:32:30, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8328, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.3861 2020-07-26 12:54:52,326 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-03, eta: 1 day, 15:32:15, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8406, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.1892 2020-07-26 12:55:06,208 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-03, eta: 1 day, 15:32:01, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5176, loss: 1.5176, grad_norm: 6.3400 2020-07-26 12:55:20,750 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-03, eta: 1 day, 15:31:48, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.5646, loss: 1.5646, grad_norm: 6.1688 2020-07-26 12:55:34,072 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-03, eta: 1 day, 15:31:33, time: 0.666, data_time: 0.003, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5272, loss: 1.5272, grad_norm: 6.3187 2020-07-26 12:55:48,457 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-03, eta: 1 day, 15:31:19, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.2203 2020-07-26 12:56:02,248 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-03, eta: 1 day, 15:31:05, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6347, loss: 1.6347, grad_norm: 6.3328 2020-07-26 12:56:15,032 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-03, eta: 1 day, 15:30:50, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5408, loss: 1.5408, grad_norm: 6.2076 2020-07-26 12:56:29,323 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-03, eta: 1 day, 15:30:36, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8430, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.3505 2020-07-26 12:56:42,390 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-03, eta: 1 day, 15:30:21, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.5865, loss: 1.5865, grad_norm: 6.2708 2020-07-26 12:56:56,238 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-03, eta: 1 day, 15:30:07, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.3592 2020-07-26 12:57:10,057 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-03, eta: 1 day, 15:29:52, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5511, loss: 1.5511, grad_norm: 6.2640 2020-07-26 12:57:24,314 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-03, eta: 1 day, 15:29:39, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5775, loss: 1.5775, grad_norm: 6.5006 2020-07-26 12:57:37,014 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-03, eta: 1 day, 15:29:23, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5246, loss: 1.5246, grad_norm: 6.1863 2020-07-26 12:57:50,334 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-03, eta: 1 day, 15:29:09, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5706, loss: 1.5706, grad_norm: 6.2732 2020-07-26 12:58:03,728 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-03, eta: 1 day, 15:28:54, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.1095 2020-07-26 12:58:17,511 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-03, eta: 1 day, 15:28:40, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.2794 2020-07-26 12:58:30,611 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-03, eta: 1 day, 15:28:25, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.2589 2020-07-26 12:58:44,680 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-03, eta: 1 day, 15:28:11, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4463, loss: 1.4463, grad_norm: 6.0823 2020-07-26 12:58:59,836 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-03, eta: 1 day, 15:27:58, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8281, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.4482 2020-07-26 12:59:12,994 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-03, eta: 1 day, 15:27:43, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6073, loss: 1.6073, grad_norm: 6.2997 2020-07-26 12:59:25,975 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-03, eta: 1 day, 15:27:28, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.1616 2020-07-26 12:59:39,186 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-03, eta: 1 day, 15:27:13, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5227, loss: 1.5227, grad_norm: 6.1167 2020-07-26 12:59:53,347 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-03, eta: 1 day, 15:26:59, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4941, loss: 1.4941, grad_norm: 6.0420 2020-07-26 13:00:08,521 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-03, eta: 1 day, 15:26:47, time: 0.759, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8344, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.1451 2020-07-26 13:00:21,219 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-03, eta: 1 day, 15:26:31, time: 0.635, data_time: 0.014, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4744, loss: 1.4744, grad_norm: 6.2367 2020-07-26 13:00:34,808 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-03, eta: 1 day, 15:26:17, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.6241, loss: 1.6241, grad_norm: 6.3224 2020-07-26 13:00:48,613 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-03, eta: 1 day, 15:26:02, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5826, loss: 1.5826, grad_norm: 6.2906 2020-07-26 13:01:01,065 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-07-26 13:01:27,560 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-03, eta: 1 day, 15:25:35, time: 1.250, data_time: 0.609, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8211, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.0358 2020-07-26 13:01:40,468 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-03, eta: 1 day, 15:25:20, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.0532 2020-07-26 13:01:53,250 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-03, eta: 1 day, 15:25:05, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.5410, loss: 1.5410, grad_norm: 6.2110 2020-07-26 13:02:06,174 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-03, eta: 1 day, 15:24:49, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.2755 2020-07-26 13:02:21,220 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-03, eta: 1 day, 15:24:37, time: 0.749, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8430, loss_cls: 1.5518, loss: 1.5518, grad_norm: 6.2012 2020-07-26 13:02:34,142 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-03, eta: 1 day, 15:24:21, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6373, loss: 1.6373, grad_norm: 6.2633 2020-07-26 13:02:47,823 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-03, eta: 1 day, 15:24:07, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8477, loss_cls: 1.5696, loss: 1.5696, grad_norm: 6.3639 2020-07-26 13:03:02,585 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-03, eta: 1 day, 15:23:54, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.2819 2020-07-26 13:03:15,191 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-03, eta: 1 day, 15:23:38, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5152, loss: 1.5152, grad_norm: 5.9645 2020-07-26 13:03:28,847 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-03, eta: 1 day, 15:23:24, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4682, loss: 1.4682, grad_norm: 6.0111 2020-07-26 13:03:41,634 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-03, eta: 1 day, 15:23:09, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.6108, loss: 1.6108, grad_norm: 6.2674 2020-07-26 13:03:55,327 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-03, eta: 1 day, 15:22:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.1886 2020-07-26 13:04:10,611 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-03, eta: 1 day, 15:22:42, time: 0.764, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5743, loss: 1.5743, grad_norm: 6.2976 2020-07-26 13:04:23,040 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-03, eta: 1 day, 15:22:26, time: 0.622, data_time: 0.004, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.2127 2020-07-26 13:04:38,109 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-03, eta: 1 day, 15:22:13, time: 0.749, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.4878 2020-07-26 13:04:50,772 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-03, eta: 1 day, 15:21:58, time: 0.638, data_time: 0.011, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5469, loss: 1.5469, grad_norm: 6.1175 2020-07-26 13:05:05,081 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-03, eta: 1 day, 15:21:44, time: 0.715, data_time: 0.004, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.0148 2020-07-26 13:05:18,460 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-03, eta: 1 day, 15:21:29, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4509, loss: 1.4509, grad_norm: 6.0956 2020-07-26 13:05:32,011 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-03, eta: 1 day, 15:21:15, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.2403 2020-07-26 13:05:46,086 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-03, eta: 1 day, 15:21:01, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5537, loss: 1.5537, grad_norm: 6.1039 2020-07-26 13:06:00,958 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-03, eta: 1 day, 15:20:48, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.9558 2020-07-26 13:06:13,925 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-03, eta: 1 day, 15:20:33, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6347, loss: 1.6347, grad_norm: 6.2636 2020-07-26 13:06:27,049 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-03, eta: 1 day, 15:20:18, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.8200 2020-07-26 13:06:41,943 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-03, eta: 1 day, 15:20:05, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.2339 2020-07-26 13:06:55,276 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-03, eta: 1 day, 15:19:50, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.5841, loss: 1.5841, grad_norm: 6.3455 2020-07-26 13:07:09,115 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-03, eta: 1 day, 15:19:36, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.1999 2020-07-26 13:07:22,135 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-03, eta: 1 day, 15:19:21, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4775, loss: 1.4775, grad_norm: 6.0413 2020-07-26 13:07:36,016 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-03, eta: 1 day, 15:19:07, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4321, loss: 1.4321, grad_norm: 5.8694 2020-07-26 13:07:50,100 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-03, eta: 1 day, 15:18:53, time: 0.706, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.2735 2020-07-26 13:08:03,308 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-03, eta: 1 day, 15:18:38, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.0815 2020-07-26 13:08:17,935 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-03, eta: 1 day, 15:18:25, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.1736 2020-07-26 13:08:31,867 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-03, eta: 1 day, 15:18:10, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5059, loss: 1.5059, grad_norm: 6.1665 2020-07-26 13:08:46,590 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-03, eta: 1 day, 15:17:57, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4997, loss: 1.4997, grad_norm: 6.3964 2020-07-26 13:08:59,422 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-03, eta: 1 day, 15:17:42, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5402, loss: 1.5402, grad_norm: 6.1885 2020-07-26 13:09:12,713 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-03, eta: 1 day, 15:17:27, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.1733 2020-07-26 13:09:26,232 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-03, eta: 1 day, 15:17:13, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.0600 2020-07-26 13:09:39,598 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-03, eta: 1 day, 15:16:58, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.3475 2020-07-26 13:09:53,472 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-03, eta: 1 day, 15:16:44, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.2291 2020-07-26 13:10:06,383 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-03, eta: 1 day, 15:16:29, time: 0.646, data_time: 0.003, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.0847 2020-07-26 13:10:19,644 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-03, eta: 1 day, 15:16:14, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.1149 2020-07-26 13:10:33,489 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-03, eta: 1 day, 15:16:00, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.2665 2020-07-26 13:10:46,215 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-03, eta: 1 day, 15:15:44, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8195, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.1537 2020-07-26 13:11:00,612 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-03, eta: 1 day, 15:15:31, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.6132, loss: 1.6132, grad_norm: 6.4864 2020-07-26 13:11:13,652 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-03, eta: 1 day, 15:15:15, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5378, loss: 1.5378, grad_norm: 6.3014 2020-07-26 13:11:27,306 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-03, eta: 1 day, 15:15:01, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.1372 2020-07-26 13:11:40,592 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-03, eta: 1 day, 15:14:46, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3850, loss: 1.3850, grad_norm: 5.8333 2020-07-26 13:11:54,127 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-03, eta: 1 day, 15:14:32, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.1148 2020-07-26 13:12:07,334 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-03, eta: 1 day, 15:14:17, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5285, loss: 1.5285, grad_norm: 6.1579 2020-07-26 13:12:21,075 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-03, eta: 1 day, 15:14:03, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.2601 2020-07-26 13:12:34,437 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-03, eta: 1 day, 15:13:48, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5690, loss: 1.5690, grad_norm: 6.4877 2020-07-26 13:12:48,182 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-03, eta: 1 day, 15:13:34, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.2933 2020-07-26 13:13:01,951 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-03, eta: 1 day, 15:13:19, time: 0.689, data_time: 0.002, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8453, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.2974 2020-07-26 13:13:15,718 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-03, eta: 1 day, 15:13:05, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.0803 2020-07-26 13:13:29,238 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-03, eta: 1 day, 15:12:51, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5695, loss: 1.5695, grad_norm: 6.3719 2020-07-26 13:13:43,365 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-03, eta: 1 day, 15:12:37, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8375, loss_cls: 1.5384, loss: 1.5384, grad_norm: 6.2528 2020-07-26 13:13:57,142 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-03, eta: 1 day, 15:12:22, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8266, loss_cls: 1.5136, loss: 1.5136, grad_norm: 6.1553 2020-07-26 13:14:10,994 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-03, eta: 1 day, 15:12:08, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.8855 2020-07-26 13:14:24,165 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-03, eta: 1 day, 15:11:53, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4018, loss: 1.4018, grad_norm: 6.0864 2020-07-26 13:14:39,175 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-03, eta: 1 day, 15:11:40, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.2310 2020-07-26 13:14:52,090 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-03, eta: 1 day, 15:11:25, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8625, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.2626 2020-07-26 13:15:05,898 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-03, eta: 1 day, 15:11:11, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4769, loss: 1.4769, grad_norm: 6.1273 2020-07-26 13:15:20,372 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-03, eta: 1 day, 15:10:58, time: 0.724, data_time: 0.003, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.3079 2020-07-26 13:15:33,566 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-03, eta: 1 day, 15:10:43, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5253, loss: 1.5253, grad_norm: 6.2034 2020-07-26 13:15:46,845 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-03, eta: 1 day, 15:10:28, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.5576 2020-07-26 13:16:01,383 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-03, eta: 1 day, 15:10:15, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4793, loss: 1.4793, grad_norm: 6.0857 2020-07-26 13:16:15,470 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-03, eta: 1 day, 15:10:01, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4632, loss: 1.4632, grad_norm: 6.0441 2020-07-26 13:16:29,532 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-03, eta: 1 day, 15:09:47, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8336, loss_cls: 1.5458, loss: 1.5458, grad_norm: 6.2067 2020-07-26 13:16:43,197 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-03, eta: 1 day, 15:09:32, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.5007, loss: 1.5007, grad_norm: 6.1276 2020-07-26 13:16:57,092 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-03, eta: 1 day, 15:09:18, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.2448 2020-07-26 13:17:10,785 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-03, eta: 1 day, 15:09:04, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.2472 2020-07-26 13:17:23,851 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-03, eta: 1 day, 15:08:49, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6159, loss: 1.6159, grad_norm: 6.3023 2020-07-26 13:17:37,792 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-03, eta: 1 day, 15:08:35, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.2171 2020-07-26 13:17:52,690 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-03, eta: 1 day, 15:08:22, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.2228 2020-07-26 13:18:06,196 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-03, eta: 1 day, 15:08:07, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.1120 2020-07-26 13:18:19,593 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-03, eta: 1 day, 15:07:53, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8305, loss_cls: 1.5888, loss: 1.5888, grad_norm: 6.3540 2020-07-26 13:18:33,033 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-03, eta: 1 day, 15:07:38, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8445, loss_cls: 1.5283, loss: 1.5283, grad_norm: 6.3657 2020-07-26 13:18:46,028 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-03, eta: 1 day, 15:07:23, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.0766 2020-07-26 13:18:59,636 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-03, eta: 1 day, 15:07:08, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5512, loss: 1.5512, grad_norm: 6.3244 2020-07-26 13:19:13,628 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-03, eta: 1 day, 15:06:54, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.2160 2020-07-26 13:19:27,548 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-03, eta: 1 day, 15:06:40, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.2014 2020-07-26 13:19:40,717 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-03, eta: 1 day, 15:06:25, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.4937, loss: 1.4937, grad_norm: 6.1472 2020-07-26 13:19:54,215 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-03, eta: 1 day, 15:06:11, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4724, loss: 1.4724, grad_norm: 6.1584 2020-07-26 13:20:06,979 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-03, eta: 1 day, 15:05:55, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.3640 2020-07-26 13:20:20,819 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-03, eta: 1 day, 15:05:41, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6466, loss: 1.6466, grad_norm: 6.5143 2020-07-26 13:20:34,562 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-03, eta: 1 day, 15:05:27, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5511, loss: 1.5511, grad_norm: 6.2679 2020-07-26 13:20:49,330 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-03, eta: 1 day, 15:05:14, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.4439 2020-07-26 13:21:03,809 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-03, eta: 1 day, 15:05:01, time: 0.724, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4418, loss: 1.4418, grad_norm: 6.0664 2020-07-26 13:21:17,277 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-03, eta: 1 day, 15:04:46, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.1259 2020-07-26 13:21:30,935 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-03, eta: 1 day, 15:04:32, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.1782 2020-07-26 13:21:45,879 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-03, eta: 1 day, 15:04:19, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.2248 2020-07-26 13:21:59,451 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-03, eta: 1 day, 15:04:04, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5522, loss: 1.5522, grad_norm: 6.4166 2020-07-26 13:22:12,061 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-03, eta: 1 day, 15:03:49, time: 0.631, data_time: 0.004, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.0966 2020-07-26 13:22:26,067 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-03, eta: 1 day, 15:03:35, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.3089 2020-07-26 13:22:40,701 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-03, eta: 1 day, 15:03:21, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.2216 2020-07-26 13:22:53,557 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-03, eta: 1 day, 15:03:06, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5369, loss: 1.5369, grad_norm: 6.1030 2020-07-26 13:23:07,249 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-03, eta: 1 day, 15:02:52, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4511, loss: 1.4511, grad_norm: 6.0330 2020-07-26 13:23:20,272 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-03, eta: 1 day, 15:02:37, time: 0.654, data_time: 0.012, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5038, loss: 1.5038, grad_norm: 6.1046 2020-07-26 13:23:33,619 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-03, eta: 1 day, 15:02:22, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6191, loss: 1.6191, grad_norm: 6.4011 2020-07-26 13:23:46,791 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-03, eta: 1 day, 15:02:07, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.3882 2020-07-26 13:24:00,834 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-03, eta: 1 day, 15:01:53, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5061, loss: 1.5061, grad_norm: 6.1866 2020-07-26 13:24:14,204 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-03, eta: 1 day, 15:01:38, time: 0.669, data_time: 0.003, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.5661, loss: 1.5661, grad_norm: 6.2294 2020-07-26 13:24:27,290 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-03, eta: 1 day, 15:01:23, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6037, loss: 1.6037, grad_norm: 6.3053 2020-07-26 13:24:42,792 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-03, eta: 1 day, 15:01:11, time: 0.778, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5391, loss: 1.5391, grad_norm: 6.2302 2020-07-26 13:24:55,371 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-03, eta: 1 day, 15:00:55, time: 0.626, data_time: 0.004, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.2044 2020-07-26 13:25:09,638 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-03, eta: 1 day, 15:00:42, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.3577 2020-07-26 13:25:22,623 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-03, eta: 1 day, 15:00:27, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.2822 2020-07-26 13:25:35,865 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-03, eta: 1 day, 15:00:12, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.1423 2020-07-26 13:25:50,050 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-03, eta: 1 day, 14:59:58, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.3097 2020-07-26 13:26:04,084 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-03, eta: 1 day, 14:59:44, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5384, loss: 1.5384, grad_norm: 6.2223 2020-07-26 13:26:16,757 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-03, eta: 1 day, 14:59:29, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.5122 2020-07-26 13:26:30,013 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-03, eta: 1 day, 14:59:14, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.0665 2020-07-26 13:26:44,286 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-03, eta: 1 day, 14:59:00, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5938, loss: 1.5938, grad_norm: 6.2792 2020-07-26 13:26:57,462 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-03, eta: 1 day, 14:58:45, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4247, loss: 1.4247, grad_norm: 5.9709 2020-07-26 13:27:11,626 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-03, eta: 1 day, 14:58:31, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5016, loss: 1.5016, grad_norm: 6.3064 2020-07-26 13:27:25,170 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-03, eta: 1 day, 14:58:17, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8352, loss_cls: 1.5258, loss: 1.5258, grad_norm: 6.1339 2020-07-26 13:27:39,742 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-03, eta: 1 day, 14:58:03, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.0803 2020-07-26 13:27:53,738 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-03, eta: 1 day, 14:57:50, time: 0.707, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.5874, loss: 1.5874, grad_norm: 6.3073 2020-07-26 13:28:07,123 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-03, eta: 1 day, 14:57:35, time: 0.668, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8359, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.4273 2020-07-26 13:28:21,039 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-03, eta: 1 day, 14:57:21, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.2210 2020-07-26 13:28:34,484 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-03, eta: 1 day, 14:57:06, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5811, loss: 1.5811, grad_norm: 6.2556 2020-07-26 13:28:47,713 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-03, eta: 1 day, 14:56:51, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5621, loss: 1.5621, grad_norm: 6.3011 2020-07-26 13:29:01,722 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-03, eta: 1 day, 14:56:37, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4736, loss: 1.4736, grad_norm: 6.1549 2020-07-26 13:29:15,998 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-03, eta: 1 day, 14:56:24, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.5300, loss: 1.5300, grad_norm: 6.1350 2020-07-26 13:29:30,562 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-03, eta: 1 day, 14:56:10, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.1798 2020-07-26 13:29:43,068 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-03, eta: 1 day, 14:55:55, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.1187 2020-07-26 13:29:58,148 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-03, eta: 1 day, 14:55:42, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4714, loss: 1.4714, grad_norm: 6.3041 2020-07-26 13:30:11,415 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-03, eta: 1 day, 14:55:27, time: 0.663, data_time: 0.003, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.6056, loss: 1.6056, grad_norm: 6.3954 2020-07-26 13:30:25,103 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-03, eta: 1 day, 14:55:13, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.1215 2020-07-26 13:30:38,209 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-03, eta: 1 day, 14:54:58, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.0302 2020-07-26 13:30:51,842 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-03, eta: 1 day, 14:54:43, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5382, loss: 1.5382, grad_norm: 6.0869 2020-07-26 13:31:05,178 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-03, eta: 1 day, 14:54:29, time: 0.671, data_time: 0.010, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5384, loss: 1.5384, grad_norm: 6.3424 2020-07-26 13:31:19,066 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-03, eta: 1 day, 14:54:15, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.2184 2020-07-26 13:31:32,022 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-03, eta: 1 day, 14:53:59, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5823, loss: 1.5823, grad_norm: 6.4484 2020-07-26 13:31:45,796 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-03, eta: 1 day, 14:53:45, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.4088 2020-07-26 13:32:00,749 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-03, eta: 1 day, 14:53:32, time: 0.751, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5571, loss: 1.5571, grad_norm: 6.4434 2020-07-26 13:32:14,308 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-03, eta: 1 day, 14:53:18, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.1226 2020-07-26 13:32:27,627 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-03, eta: 1 day, 14:53:03, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5163, loss: 1.5163, grad_norm: 6.2001 2020-07-26 13:32:41,244 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-03, eta: 1 day, 14:52:49, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5215, loss: 1.5215, grad_norm: 6.3235 2020-07-26 13:32:54,781 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-03, eta: 1 day, 14:52:34, time: 0.679, data_time: 0.013, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.2267 2020-07-26 13:33:09,240 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-03, eta: 1 day, 14:52:21, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.3716 2020-07-26 13:33:21,769 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-03, eta: 1 day, 14:52:05, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4600, loss: 1.4600, grad_norm: 6.0923 2020-07-26 13:33:36,619 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-03, eta: 1 day, 14:51:52, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6384, loss: 1.6384, grad_norm: 6.5421 2020-07-26 13:33:49,379 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-03, eta: 1 day, 14:51:37, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.3852 2020-07-26 13:34:02,821 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-03, eta: 1 day, 14:51:22, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.2616 2020-07-26 13:34:16,362 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-03, eta: 1 day, 14:51:08, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.2729 2020-07-26 13:34:29,451 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-03, eta: 1 day, 14:50:53, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.1207 2020-07-26 13:34:44,044 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-03, eta: 1 day, 14:50:39, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.3920 2020-07-26 13:34:56,917 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-03, eta: 1 day, 14:50:24, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.2594 2020-07-26 13:35:11,571 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-03, eta: 1 day, 14:50:11, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5294, loss: 1.5294, grad_norm: 6.0760 2020-07-26 13:35:24,971 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-03, eta: 1 day, 14:49:56, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5838, loss: 1.5838, grad_norm: 6.4072 2020-07-26 13:35:38,044 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-03, eta: 1 day, 14:49:41, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6094, loss: 1.6094, grad_norm: 6.2619 2020-07-26 13:35:52,350 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-03, eta: 1 day, 14:49:27, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3933, loss: 1.3933, grad_norm: 5.8822 2020-07-26 13:36:06,366 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-03, eta: 1 day, 14:49:14, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.5107, loss: 1.5107, grad_norm: 6.2622 2020-07-26 13:36:19,083 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-03, eta: 1 day, 14:48:58, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5523, loss: 1.5523, grad_norm: 6.2613 2020-07-26 13:36:33,128 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-03, eta: 1 day, 14:48:44, time: 0.711, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5890, loss: 1.5890, grad_norm: 6.3563 2020-07-26 13:36:47,643 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-03, eta: 1 day, 14:48:31, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.3448 2020-07-26 13:37:00,793 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-03, eta: 1 day, 14:48:16, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.3088 2020-07-26 13:37:14,154 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-03, eta: 1 day, 14:48:01, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.2413 2020-07-26 13:37:27,944 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-03, eta: 1 day, 14:47:47, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.3450 2020-07-26 13:37:41,628 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-03, eta: 1 day, 14:47:33, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.3978 2020-07-26 13:37:55,361 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-03, eta: 1 day, 14:47:18, time: 0.691, data_time: 0.011, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5174, loss: 1.5174, grad_norm: 6.2094 2020-07-26 13:38:09,736 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-03, eta: 1 day, 14:47:05, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5370, loss: 1.5370, grad_norm: 6.2580 2020-07-26 13:38:22,438 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-03, eta: 1 day, 14:46:49, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8203, loss_cls: 1.6180, loss: 1.6180, grad_norm: 6.5936 2020-07-26 13:38:35,961 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-03, eta: 1 day, 14:46:35, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.2881 2020-07-26 13:38:50,342 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-03, eta: 1 day, 14:46:21, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.1228 2020-07-26 13:39:03,683 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-03, eta: 1 day, 14:46:06, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8539, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.3510 2020-07-26 13:39:17,298 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-03, eta: 1 day, 14:45:52, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4846, loss: 1.4846, grad_norm: 6.1546 2020-07-26 13:39:30,524 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-03, eta: 1 day, 14:45:37, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8367, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.1517 2020-07-26 13:39:45,578 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-03, eta: 1 day, 14:45:25, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.3905 2020-07-26 13:39:58,590 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-03, eta: 1 day, 14:45:09, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.5514, loss: 1.5514, grad_norm: 6.4325 2020-07-26 13:40:13,150 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-03, eta: 1 day, 14:44:56, time: 0.730, data_time: 0.090, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8133, loss_cls: 1.6338, loss: 1.6338, grad_norm: 6.3637 2020-07-26 13:40:26,534 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-03, eta: 1 day, 14:44:41, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.1119 2020-07-26 13:40:41,279 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-03, eta: 1 day, 14:44:28, time: 0.737, data_time: 0.002, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.6223, loss: 1.6223, grad_norm: 6.5962 2020-07-26 13:40:54,253 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-03, eta: 1 day, 14:44:13, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.1506 2020-07-26 13:41:09,261 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-03, eta: 1 day, 14:44:00, time: 0.752, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6201, loss: 1.6201, grad_norm: 6.2871 2020-07-26 13:41:21,953 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-03, eta: 1 day, 14:43:45, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.2616 2020-07-26 13:41:36,551 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-03, eta: 1 day, 14:43:32, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.3398 2020-07-26 13:41:50,636 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-03, eta: 1 day, 14:43:18, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.5522 2020-07-26 13:42:03,946 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-03, eta: 1 day, 14:43:03, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.0288 2020-07-26 13:42:17,764 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-03, eta: 1 day, 14:42:49, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.5386 2020-07-26 13:42:31,506 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-03, eta: 1 day, 14:42:34, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.2160 2020-07-26 13:42:44,479 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-03, eta: 1 day, 14:42:19, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8344, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.2963 2020-07-26 13:42:57,922 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-03, eta: 1 day, 14:42:05, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.1001 2020-07-26 13:43:10,909 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-03, eta: 1 day, 14:41:50, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4865, loss: 1.4865, grad_norm: 6.1941 2020-07-26 13:43:24,260 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-03, eta: 1 day, 14:41:35, time: 0.670, data_time: 0.008, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.4594 2020-07-26 13:43:38,649 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-03, eta: 1 day, 14:41:21, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.3225 2020-07-26 13:43:51,373 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-03, eta: 1 day, 14:41:06, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5502, loss: 1.5502, grad_norm: 6.3933 2020-07-26 13:44:04,119 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-07-26 13:44:25,734 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-03, eta: 1 day, 14:40:33, time: 0.998, data_time: 0.359, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.1031 2020-07-26 13:44:38,617 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-03, eta: 1 day, 14:40:18, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5002, loss: 1.5002, grad_norm: 6.3374 2020-07-26 13:44:51,329 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-03, eta: 1 day, 14:40:03, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.4003, loss: 1.4003, grad_norm: 6.1087 2020-07-26 13:45:05,503 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-03, eta: 1 day, 14:39:49, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4934, loss: 1.4934, grad_norm: 6.3247 2020-07-26 13:45:18,603 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-03, eta: 1 day, 14:39:34, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.6221 2020-07-26 13:45:31,635 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-03, eta: 1 day, 14:39:19, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.3625 2020-07-26 13:45:44,939 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-03, eta: 1 day, 14:39:04, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8414, loss_cls: 1.5426, loss: 1.5426, grad_norm: 6.4320 2020-07-26 13:45:58,587 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-03, eta: 1 day, 14:38:50, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.2566 2020-07-26 13:46:11,958 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-03, eta: 1 day, 14:38:35, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5479, loss: 1.5479, grad_norm: 6.3784 2020-07-26 13:46:26,264 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-03, eta: 1 day, 14:38:22, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4869, loss: 1.4869, grad_norm: 6.1542 2020-07-26 13:46:39,742 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-03, eta: 1 day, 14:38:07, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4488, loss: 1.4488, grad_norm: 6.0600 2020-07-26 13:46:53,785 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-03, eta: 1 day, 14:37:53, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.1168 2020-07-26 13:47:07,209 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-03, eta: 1 day, 14:37:38, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4867, loss: 1.4867, grad_norm: 6.1708 2020-07-26 13:47:21,286 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-03, eta: 1 day, 14:37:25, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.1598 2020-07-26 13:47:35,313 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-03, eta: 1 day, 14:37:11, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5361, loss: 1.5361, grad_norm: 6.4104 2020-07-26 13:47:48,161 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-03, eta: 1 day, 14:36:55, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.3689 2020-07-26 13:48:02,918 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-03, eta: 1 day, 14:36:42, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3833, loss: 1.3833, grad_norm: 5.9706 2020-07-26 13:48:17,072 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-03, eta: 1 day, 14:36:28, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5034, loss: 1.5034, grad_norm: 6.3933 2020-07-26 13:48:30,960 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-03, eta: 1 day, 14:36:14, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.0783 2020-07-26 13:48:44,879 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-03, eta: 1 day, 14:36:00, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.1852 2020-07-26 13:48:57,917 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-03, eta: 1 day, 14:35:45, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.4729 2020-07-26 13:49:10,745 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-03, eta: 1 day, 14:35:30, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4863, loss: 1.4863, grad_norm: 6.3832 2020-07-26 13:49:25,044 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-03, eta: 1 day, 14:35:16, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8398, loss_cls: 1.5591, loss: 1.5591, grad_norm: 6.5132 2020-07-26 13:49:38,001 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-03, eta: 1 day, 14:35:01, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5330, loss: 1.5330, grad_norm: 6.4502 2020-07-26 13:49:52,185 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-03, eta: 1 day, 14:34:47, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5187, loss: 1.5187, grad_norm: 6.2544 2020-07-26 13:50:05,561 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-03, eta: 1 day, 14:34:33, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.3418 2020-07-26 13:50:19,625 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-03, eta: 1 day, 14:34:19, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.4567, loss: 1.4567, grad_norm: 6.4090 2020-07-26 13:50:33,269 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-03, eta: 1 day, 14:34:04, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4672, loss: 1.4672, grad_norm: 6.1445 2020-07-26 13:50:46,861 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-03, eta: 1 day, 14:33:50, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.3282 2020-07-26 13:50:59,673 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-03, eta: 1 day, 14:33:35, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.4531 2020-07-26 13:51:13,352 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-03, eta: 1 day, 14:33:20, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4825, loss: 1.4825, grad_norm: 6.1557 2020-07-26 13:51:28,182 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-03, eta: 1 day, 14:33:07, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4779, loss: 1.4779, grad_norm: 6.2858 2020-07-26 13:51:42,030 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-03, eta: 1 day, 14:32:53, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.4075 2020-07-26 13:51:56,933 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-03, eta: 1 day, 14:32:40, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.4605 2020-07-26 13:52:09,420 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-03, eta: 1 day, 14:32:25, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.5394, loss: 1.5394, grad_norm: 6.2849 2020-07-26 13:52:23,125 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-03, eta: 1 day, 14:32:10, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.1336 2020-07-26 13:52:37,301 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-03, eta: 1 day, 14:31:57, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.5252, loss: 1.5252, grad_norm: 6.2339 2020-07-26 13:52:50,830 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-03, eta: 1 day, 14:31:42, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.2769 2020-07-26 13:53:04,531 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-03, eta: 1 day, 14:31:28, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.1333 2020-07-26 13:53:19,168 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-03, eta: 1 day, 14:31:14, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8063, loss_cls: 1.5879, loss: 1.5879, grad_norm: 6.4253 2020-07-26 13:53:32,738 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-03, eta: 1 day, 14:31:00, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.5930, loss: 1.5930, grad_norm: 6.3983 2020-07-26 13:53:47,117 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-03, eta: 1 day, 14:30:47, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.3234 2020-07-26 13:54:02,324 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-03, eta: 1 day, 14:30:34, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4913, loss: 1.4913, grad_norm: 6.4332 2020-07-26 13:54:14,963 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-03, eta: 1 day, 14:30:18, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.3261 2020-07-26 13:54:29,682 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-03, eta: 1 day, 14:30:05, time: 0.738, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5709, loss: 1.5709, grad_norm: 6.5003 2020-07-26 13:54:42,579 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-03, eta: 1 day, 14:29:50, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4184, loss: 1.4184, grad_norm: 6.1606 2020-07-26 13:54:56,292 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-03, eta: 1 day, 14:29:36, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4847, loss: 1.4847, grad_norm: 6.3267 2020-07-26 13:55:09,932 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-03, eta: 1 day, 14:29:21, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8578, loss_cls: 1.4259, loss: 1.4259, grad_norm: 6.2077 2020-07-26 13:55:24,515 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-03, eta: 1 day, 14:29:08, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5579, loss: 1.5579, grad_norm: 6.4328 2020-07-26 13:55:37,755 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-03, eta: 1 day, 14:28:53, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.4942 2020-07-26 13:55:52,111 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-03, eta: 1 day, 14:28:40, time: 0.718, data_time: 0.002, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.5821, loss: 1.5821, grad_norm: 6.4122 2020-07-26 13:56:07,091 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-03, eta: 1 day, 14:28:27, time: 0.748, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.4840 2020-07-26 13:56:20,747 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-03, eta: 1 day, 14:28:13, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4503, loss: 1.4503, grad_norm: 6.1078 2020-07-26 13:56:34,334 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-03, eta: 1 day, 14:27:58, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4939, loss: 1.4939, grad_norm: 6.3106 2020-07-26 13:56:47,808 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-03, eta: 1 day, 14:27:44, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.4196 2020-07-26 13:57:01,683 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-03, eta: 1 day, 14:27:29, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.1841 2020-07-26 13:57:15,500 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-03, eta: 1 day, 14:27:15, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8383, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.5274 2020-07-26 13:57:30,213 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-03, eta: 1 day, 14:27:02, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5357, loss: 1.5357, grad_norm: 6.4963 2020-07-26 13:57:43,165 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-03, eta: 1 day, 14:26:47, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.1735 2020-07-26 13:57:57,779 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-03, eta: 1 day, 14:26:34, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.3847 2020-07-26 13:58:10,977 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-03, eta: 1 day, 14:26:19, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5492, loss: 1.5492, grad_norm: 6.3225 2020-07-26 13:58:23,934 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-03, eta: 1 day, 14:26:04, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.0056 2020-07-26 13:58:37,249 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-03, eta: 1 day, 14:25:49, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4609, loss: 1.4609, grad_norm: 6.1366 2020-07-26 13:58:51,367 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-03, eta: 1 day, 14:25:35, time: 0.707, data_time: 0.003, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4552, loss: 1.4552, grad_norm: 6.2354 2020-07-26 13:59:04,436 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-03, eta: 1 day, 14:25:20, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8391, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.6722 2020-07-26 13:59:17,748 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-03, eta: 1 day, 14:25:05, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5424, loss: 1.5424, grad_norm: 6.3073 2020-07-26 13:59:33,568 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-03, eta: 1 day, 14:24:53, time: 0.788, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.3413 2020-07-26 13:59:46,226 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-03, eta: 1 day, 14:24:38, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6020, loss: 1.6020, grad_norm: 6.4173 2020-07-26 14:00:01,131 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-03, eta: 1 day, 14:24:25, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8336, loss_cls: 1.5062, loss: 1.5062, grad_norm: 6.3695 2020-07-26 14:00:16,753 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-03, eta: 1 day, 14:24:13, time: 0.782, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.4390 2020-07-26 14:00:29,895 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-03, eta: 1 day, 14:23:58, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.5231 2020-07-26 14:00:43,968 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-03, eta: 1 day, 14:23:44, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5515, loss: 1.5515, grad_norm: 6.3070 2020-07-26 14:00:57,314 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-03, eta: 1 day, 14:23:29, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.4033 2020-07-26 14:01:11,675 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-03, eta: 1 day, 14:23:16, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.4202 2020-07-26 14:01:24,652 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-03, eta: 1 day, 14:23:01, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8195, loss_cls: 1.5775, loss: 1.5775, grad_norm: 6.4183 2020-07-26 14:01:37,806 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-03, eta: 1 day, 14:22:46, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8516, loss_cls: 1.4777, loss: 1.4777, grad_norm: 6.1404 2020-07-26 14:01:51,562 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-03, eta: 1 day, 14:22:31, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.5240, loss: 1.5240, grad_norm: 6.3487 2020-07-26 14:02:05,978 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-03, eta: 1 day, 14:22:18, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.2190 2020-07-26 14:02:19,202 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-03, eta: 1 day, 14:22:03, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.4024 2020-07-26 14:02:32,939 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-03, eta: 1 day, 14:21:49, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.1340 2020-07-26 14:02:47,027 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-03, eta: 1 day, 14:21:35, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4997, loss: 1.4997, grad_norm: 6.3060 2020-07-26 14:03:00,198 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-03, eta: 1 day, 14:21:20, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5856, loss: 1.5856, grad_norm: 6.5644 2020-07-26 14:03:13,680 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-03, eta: 1 day, 14:21:06, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.5382, loss: 1.5382, grad_norm: 6.3737 2020-07-26 14:03:27,554 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-03, eta: 1 day, 14:20:52, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8508, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.4313 2020-07-26 14:03:40,339 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-03, eta: 1 day, 14:20:36, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8430, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.5165 2020-07-26 14:03:53,691 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-03, eta: 1 day, 14:20:22, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5164, loss: 1.5164, grad_norm: 6.4268 2020-07-26 14:04:07,020 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-03, eta: 1 day, 14:20:07, time: 0.665, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.2741 2020-07-26 14:04:21,531 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-03, eta: 1 day, 14:19:53, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.5120 2020-07-26 14:04:35,363 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-03, eta: 1 day, 14:19:39, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.3860 2020-07-26 14:04:49,657 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-03, eta: 1 day, 14:19:26, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8367, loss_cls: 1.5108, loss: 1.5108, grad_norm: 6.3617 2020-07-26 14:05:02,647 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-03, eta: 1 day, 14:19:11, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.2173 2020-07-26 14:05:16,531 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-03, eta: 1 day, 14:18:56, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.5773 2020-07-26 14:05:29,576 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-03, eta: 1 day, 14:18:41, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.3504 2020-07-26 14:05:43,368 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-03, eta: 1 day, 14:18:27, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5314, loss: 1.5314, grad_norm: 6.3386 2020-07-26 14:05:57,452 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-03, eta: 1 day, 14:18:13, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.5830, loss: 1.5830, grad_norm: 6.5797 2020-07-26 14:06:09,999 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-03, eta: 1 day, 14:17:58, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.5424 2020-07-26 14:06:23,709 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-03, eta: 1 day, 14:17:43, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8430, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.1340 2020-07-26 14:06:37,421 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-03, eta: 1 day, 14:17:29, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.3751 2020-07-26 14:06:52,198 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-03, eta: 1 day, 14:17:16, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.4980, loss: 1.4980, grad_norm: 6.4172 2020-07-26 14:07:05,175 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-03, eta: 1 day, 14:17:01, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.2593 2020-07-26 14:07:18,870 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-03, eta: 1 day, 14:16:47, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.6157 2020-07-26 14:07:33,159 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-03, eta: 1 day, 14:16:33, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.4908 2020-07-26 14:07:46,673 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-03, eta: 1 day, 14:16:19, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.5470 2020-07-26 14:08:00,026 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-03, eta: 1 day, 14:16:04, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.3506 2020-07-26 14:08:13,667 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-03, eta: 1 day, 14:15:50, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8359, loss_cls: 1.5581, loss: 1.5581, grad_norm: 6.4873 2020-07-26 14:08:28,359 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-03, eta: 1 day, 14:15:36, time: 0.735, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.2808 2020-07-26 14:08:40,826 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-03, eta: 1 day, 14:15:21, time: 0.624, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.2054 2020-07-26 14:08:56,286 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-03, eta: 1 day, 14:15:08, time: 0.769, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5237, loss: 1.5237, grad_norm: 6.4476 2020-07-26 14:09:09,228 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-03, eta: 1 day, 14:14:53, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5426, loss: 1.5426, grad_norm: 6.3909 2020-07-26 14:09:23,069 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-03, eta: 1 day, 14:14:39, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4796, loss: 1.4796, grad_norm: 6.2875 2020-07-26 14:09:36,308 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-03, eta: 1 day, 14:14:24, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.6431 2020-07-26 14:09:49,990 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-03, eta: 1 day, 14:14:10, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8383, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.3794 2020-07-26 14:10:04,194 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-03, eta: 1 day, 14:13:56, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8555, loss_cls: 1.4797, loss: 1.4797, grad_norm: 6.2415 2020-07-26 14:10:17,181 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-03, eta: 1 day, 14:13:41, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8586, loss_cls: 1.4653, loss: 1.4653, grad_norm: 6.3875 2020-07-26 14:10:31,781 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-03, eta: 1 day, 14:13:28, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6590, loss: 1.6590, grad_norm: 6.5429 2020-07-26 14:10:44,852 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-03, eta: 1 day, 14:13:13, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5317, loss: 1.5317, grad_norm: 6.2942 2020-07-26 14:10:58,230 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-03, eta: 1 day, 14:12:58, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6224, loss: 1.6224, grad_norm: 6.6822 2020-07-26 14:11:12,470 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-03, eta: 1 day, 14:12:44, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.2030 2020-07-26 14:11:26,985 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-03, eta: 1 day, 14:12:31, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.3621 2020-07-26 14:11:39,848 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-03, eta: 1 day, 14:12:16, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.2232 2020-07-26 14:11:52,685 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-03, eta: 1 day, 14:12:01, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8438, loss_cls: 1.5708, loss: 1.5708, grad_norm: 6.4954 2020-07-26 14:12:06,971 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-03, eta: 1 day, 14:11:47, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.4750 2020-07-26 14:12:20,526 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-03, eta: 1 day, 14:11:33, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.5010 2020-07-26 14:12:33,640 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-03, eta: 1 day, 14:11:18, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4739, loss: 1.4739, grad_norm: 6.3602 2020-07-26 14:12:47,362 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-03, eta: 1 day, 14:11:03, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5394, loss: 1.5394, grad_norm: 6.3119 2020-07-26 14:13:01,672 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-03, eta: 1 day, 14:10:50, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5108, loss: 1.5108, grad_norm: 6.5119 2020-07-26 14:13:15,239 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-03, eta: 1 day, 14:10:35, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.2601 2020-07-26 14:13:28,331 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-03, eta: 1 day, 14:10:20, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8664, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.3105 2020-07-26 14:13:42,321 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-03, eta: 1 day, 14:10:06, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3857, loss: 1.3857, grad_norm: 6.1147 2020-07-26 14:13:56,113 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-03, eta: 1 day, 14:09:52, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5598, loss: 1.5598, grad_norm: 6.3375 2020-07-26 14:14:10,510 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-03, eta: 1 day, 14:09:39, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4590, loss: 1.4590, grad_norm: 6.2017 2020-07-26 14:14:24,809 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-03, eta: 1 day, 14:09:25, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4360, loss: 1.4360, grad_norm: 6.2214 2020-07-26 14:14:37,590 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-03, eta: 1 day, 14:09:10, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8492, loss_cls: 1.5069, loss: 1.5069, grad_norm: 6.5284 2020-07-26 14:14:51,992 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-03, eta: 1 day, 14:08:56, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5584, loss: 1.5584, grad_norm: 6.5468 2020-07-26 14:15:06,254 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-03, eta: 1 day, 14:08:42, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4220, loss: 1.4220, grad_norm: 6.2397 2020-07-26 14:15:20,536 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-03, eta: 1 day, 14:08:29, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5912, loss: 1.5912, grad_norm: 6.4639 2020-07-26 14:15:33,602 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-03, eta: 1 day, 14:08:14, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8242, loss_cls: 1.5942, loss: 1.5942, grad_norm: 6.4247 2020-07-26 14:15:47,683 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-03, eta: 1 day, 14:08:00, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5535, loss: 1.5535, grad_norm: 6.4596 2020-07-26 14:16:00,508 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-03, eta: 1 day, 14:07:45, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.4207 2020-07-26 14:16:13,840 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-03, eta: 1 day, 14:07:30, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.3697 2020-07-26 14:16:28,424 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-03, eta: 1 day, 14:07:17, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5237, loss: 1.5237, grad_norm: 6.4129 2020-07-26 14:16:41,644 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-03, eta: 1 day, 14:07:02, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.2757 2020-07-26 14:16:56,169 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-03, eta: 1 day, 14:06:48, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.1380 2020-07-26 14:17:08,826 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-03, eta: 1 day, 14:06:33, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.4521 2020-07-26 14:17:22,900 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-03, eta: 1 day, 14:06:19, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6085, loss: 1.6085, grad_norm: 6.4800 2020-07-26 14:17:37,245 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-03, eta: 1 day, 14:06:05, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.3388 2020-07-26 14:17:50,854 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-03, eta: 1 day, 14:05:51, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5509, loss: 1.5509, grad_norm: 6.3586 2020-07-26 14:18:05,241 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-03, eta: 1 day, 14:05:38, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.2663 2020-07-26 14:18:19,530 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-03, eta: 1 day, 14:05:24, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5335, loss: 1.5335, grad_norm: 6.3803 2020-07-26 14:18:32,666 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-03, eta: 1 day, 14:05:09, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.3646 2020-07-26 14:18:47,647 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-03, eta: 1 day, 14:04:56, time: 0.751, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.3156 2020-07-26 14:19:01,718 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-03, eta: 1 day, 14:04:42, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.3130 2020-07-26 14:19:15,043 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-03, eta: 1 day, 14:04:28, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4318, loss: 1.4318, grad_norm: 5.9827 2020-07-26 14:19:28,964 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-03, eta: 1 day, 14:04:14, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5825, loss: 1.5825, grad_norm: 6.4437 2020-07-26 14:19:41,631 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-03, eta: 1 day, 14:03:58, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4999, loss: 1.4999, grad_norm: 6.3080 2020-07-26 14:19:55,602 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-03, eta: 1 day, 14:03:44, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.1678 2020-07-26 14:20:08,931 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-03, eta: 1 day, 14:03:29, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.4571 2020-07-26 14:20:23,733 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-03, eta: 1 day, 14:03:16, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.2236 2020-07-26 14:20:37,888 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-03, eta: 1 day, 14:03:03, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.3731 2020-07-26 14:20:52,292 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-03, eta: 1 day, 14:02:49, time: 0.719, data_time: 0.004, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5515, loss: 1.5515, grad_norm: 6.5000 2020-07-26 14:21:04,565 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-03, eta: 1 day, 14:02:33, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.2405 2020-07-26 14:21:17,913 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-03, eta: 1 day, 14:02:18, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.5760, loss: 1.5760, grad_norm: 6.5387 2020-07-26 14:21:31,456 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-03, eta: 1 day, 14:02:04, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.4147 2020-07-26 14:21:45,278 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-03, eta: 1 day, 14:01:50, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.2034 2020-07-26 14:21:59,868 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-03, eta: 1 day, 14:01:37, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5278, loss: 1.5278, grad_norm: 6.4170 2020-07-26 14:22:13,116 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-03, eta: 1 day, 14:01:22, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4600, loss: 1.4600, grad_norm: 6.0479 2020-07-26 14:22:26,291 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-03, eta: 1 day, 14:01:07, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.5053, loss: 1.5053, grad_norm: 6.3878 2020-07-26 14:22:41,160 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-03, eta: 1 day, 14:00:54, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6044, loss: 1.6044, grad_norm: 6.6950 2020-07-26 14:22:55,388 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-03, eta: 1 day, 14:00:40, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.4890 2020-07-26 14:23:08,693 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-03, eta: 1 day, 14:00:25, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.5451, loss: 1.5451, grad_norm: 6.3593 2020-07-26 14:23:21,911 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-03, eta: 1 day, 14:00:11, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.4898 2020-07-26 14:23:35,499 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-03, eta: 1 day, 13:59:56, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5815, loss: 1.5815, grad_norm: 6.4750 2020-07-26 14:23:48,755 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-03, eta: 1 day, 13:59:41, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.4122 2020-07-26 14:24:02,615 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-03, eta: 1 day, 13:59:27, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.3109 2020-07-26 14:24:16,902 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-03, eta: 1 day, 13:59:14, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.4265 2020-07-26 14:24:30,735 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-03, eta: 1 day, 13:59:00, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5424, loss: 1.5424, grad_norm: 6.2813 2020-07-26 14:24:43,608 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-03, eta: 1 day, 13:58:44, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8102, loss_cls: 1.6867, loss: 1.6867, grad_norm: 6.5674 2020-07-26 14:24:58,064 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-03, eta: 1 day, 13:58:31, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4083, loss: 1.4083, grad_norm: 5.9746 2020-07-26 14:25:10,746 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-03, eta: 1 day, 13:58:16, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.3503 2020-07-26 14:25:25,095 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-03, eta: 1 day, 13:58:02, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4900, loss: 1.4900, grad_norm: 6.2299 2020-07-26 14:25:39,914 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-03, eta: 1 day, 13:57:49, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.4220 2020-07-26 14:25:52,878 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-03, eta: 1 day, 13:57:34, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.2390 2020-07-26 14:26:06,317 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-03, eta: 1 day, 13:57:19, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8133, loss_cls: 1.5529, loss: 1.5529, grad_norm: 6.2586 2020-07-26 14:26:20,280 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-03, eta: 1 day, 13:57:05, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6193, loss: 1.6193, grad_norm: 6.4948 2020-07-26 14:26:34,142 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-03, eta: 1 day, 13:56:51, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.3561 2020-07-26 14:26:47,280 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-03, eta: 1 day, 13:56:36, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5535, loss: 1.5535, grad_norm: 6.5111 2020-07-26 14:27:01,704 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-03, eta: 1 day, 13:56:23, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.2847 2020-07-26 14:27:12,865 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-26 14:27:39,777 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-03, eta: 1 day, 13:55:56, time: 1.244, data_time: 0.626, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.3281 2020-07-26 14:27:51,729 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-03, eta: 1 day, 13:55:40, time: 0.598, data_time: 0.002, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.3520 2020-07-26 14:28:05,284 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-03, eta: 1 day, 13:55:25, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.4295 2020-07-26 14:28:18,525 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-03, eta: 1 day, 13:55:10, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.3457 2020-07-26 14:28:32,637 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-03, eta: 1 day, 13:54:57, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.3727 2020-07-26 14:28:45,245 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-03, eta: 1 day, 13:54:41, time: 0.632, data_time: 0.004, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.4320 2020-07-26 14:28:59,206 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-03, eta: 1 day, 13:54:27, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.3286 2020-07-26 14:29:14,253 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-03, eta: 1 day, 13:54:14, time: 0.756, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.4520 2020-07-26 14:29:26,739 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-03, eta: 1 day, 13:53:59, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.3191 2020-07-26 14:29:40,079 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-03, eta: 1 day, 13:53:44, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.1087 2020-07-26 14:29:54,494 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-03, eta: 1 day, 13:53:30, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3702, loss: 1.3702, grad_norm: 6.0581 2020-07-26 14:30:07,731 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-03, eta: 1 day, 13:53:16, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4858, loss: 1.4858, grad_norm: 6.1851 2020-07-26 14:30:21,938 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-03, eta: 1 day, 13:53:02, time: 0.710, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4571, loss: 1.4571, grad_norm: 6.1634 2020-07-26 14:30:35,304 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-03, eta: 1 day, 13:52:47, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4518, loss: 1.4518, grad_norm: 6.3260 2020-07-26 14:30:48,457 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-03, eta: 1 day, 13:52:32, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.1361 2020-07-26 14:31:01,670 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-03, eta: 1 day, 13:52:18, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6232, loss: 1.6232, grad_norm: 6.6707 2020-07-26 14:31:16,795 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-03, eta: 1 day, 13:52:05, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.3787 2020-07-26 14:31:30,631 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-03, eta: 1 day, 13:51:51, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8383, loss_cls: 1.4822, loss: 1.4822, grad_norm: 6.4415 2020-07-26 14:31:44,447 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-03, eta: 1 day, 13:51:37, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5428, loss: 1.5428, grad_norm: 6.6582 2020-07-26 14:31:58,244 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-03, eta: 1 day, 13:51:22, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.2131 2020-07-26 14:32:11,878 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-03, eta: 1 day, 13:51:08, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.3364 2020-07-26 14:32:26,073 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-03, eta: 1 day, 13:50:54, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6269, loss: 1.6269, grad_norm: 6.3939 2020-07-26 14:32:39,800 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-03, eta: 1 day, 13:50:40, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.3914 2020-07-26 14:32:54,003 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-03, eta: 1 day, 13:50:26, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.4187, loss: 1.4187, grad_norm: 6.3864 2020-07-26 14:33:07,010 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-03, eta: 1 day, 13:50:11, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5949, loss: 1.5949, grad_norm: 6.4998 2020-07-26 14:33:20,911 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-03, eta: 1 day, 13:49:57, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.3710 2020-07-26 14:33:34,179 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-03, eta: 1 day, 13:49:42, time: 0.662, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.3796 2020-07-26 14:33:47,872 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-03, eta: 1 day, 13:49:28, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8430, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.3361 2020-07-26 14:34:02,176 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-03, eta: 1 day, 13:49:15, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.2508 2020-07-26 14:34:15,244 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-03, eta: 1 day, 13:49:00, time: 0.651, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.1414 2020-07-26 14:34:28,126 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-03, eta: 1 day, 13:48:44, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5719, loss: 1.5719, grad_norm: 6.4593 2020-07-26 14:34:42,078 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-03, eta: 1 day, 13:48:30, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.1942 2020-07-26 14:34:55,213 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-03, eta: 1 day, 13:48:16, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.5961, loss: 1.5961, grad_norm: 6.5677 2020-07-26 14:35:09,219 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-03, eta: 1 day, 13:48:02, time: 0.700, data_time: 0.002, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5024, loss: 1.5024, grad_norm: 6.4951 2020-07-26 14:35:22,420 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-03, eta: 1 day, 13:47:47, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5136, loss: 1.5136, grad_norm: 6.2709 2020-07-26 14:35:36,742 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-03, eta: 1 day, 13:47:33, time: 0.716, data_time: 0.002, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.4592, loss: 1.4592, grad_norm: 6.4105 2020-07-26 14:35:51,192 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-03, eta: 1 day, 13:47:20, time: 0.720, data_time: 0.004, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.3231 2020-07-26 14:36:03,865 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-03, eta: 1 day, 13:47:04, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8281, loss_cls: 1.4957, loss: 1.4957, grad_norm: 6.3121 2020-07-26 14:36:17,746 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-03, eta: 1 day, 13:46:50, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8461, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.4626 2020-07-26 14:36:30,946 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-03, eta: 1 day, 13:46:35, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.3343 2020-07-26 14:36:46,041 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-03, eta: 1 day, 13:46:23, time: 0.753, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.3796 2020-07-26 14:36:58,935 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-03, eta: 1 day, 13:46:07, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8250, loss_cls: 1.6226, loss: 1.6226, grad_norm: 6.5648 2020-07-26 14:37:13,001 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-03, eta: 1 day, 13:45:54, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.4876, loss: 1.4876, grad_norm: 6.2986 2020-07-26 14:37:25,880 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-03, eta: 1 day, 13:45:38, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.4088 2020-07-26 14:37:39,721 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-03, eta: 1 day, 13:45:24, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.3380 2020-07-26 14:37:53,438 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-03, eta: 1 day, 13:45:10, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8391, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.4310 2020-07-26 14:38:06,653 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-03, eta: 1 day, 13:44:55, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.3055 2020-07-26 14:38:20,186 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-03, eta: 1 day, 13:44:41, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.1707 2020-07-26 14:38:33,535 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-03, eta: 1 day, 13:44:26, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.5020, loss: 1.5020, grad_norm: 6.5964 2020-07-26 14:38:47,991 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-03, eta: 1 day, 13:44:13, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4848, loss: 1.4848, grad_norm: 6.4234 2020-07-26 14:39:01,053 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-03, eta: 1 day, 13:43:58, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.6233, loss: 1.6233, grad_norm: 6.5774 2020-07-26 14:39:15,084 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-03, eta: 1 day, 13:43:44, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5150, loss: 1.5150, grad_norm: 6.3970 2020-07-26 14:39:29,549 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-03, eta: 1 day, 13:43:30, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.3877 2020-07-26 14:39:44,253 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-03, eta: 1 day, 13:43:17, time: 0.738, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.2595 2020-07-26 14:39:57,171 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-03, eta: 1 day, 13:43:02, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.4410 2020-07-26 14:40:11,283 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-03, eta: 1 day, 13:42:48, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.5745 2020-07-26 14:40:25,494 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-03, eta: 1 day, 13:42:34, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.4473 2020-07-26 14:40:38,234 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-03, eta: 1 day, 13:42:19, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.4566 2020-07-26 14:40:52,447 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-03, eta: 1 day, 13:42:05, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.3827 2020-07-26 14:41:04,991 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-03, eta: 1 day, 13:41:50, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.5735, loss: 1.5735, grad_norm: 6.6780 2020-07-26 14:41:18,382 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-03, eta: 1 day, 13:41:35, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4189, loss: 1.4189, grad_norm: 6.3225 2020-07-26 14:41:32,211 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-03, eta: 1 day, 13:41:21, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5427, loss: 1.5427, grad_norm: 6.2675 2020-07-26 14:41:45,701 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-03, eta: 1 day, 13:41:07, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.5209 2020-07-26 14:41:58,730 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-03, eta: 1 day, 13:40:52, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.4498 2020-07-26 14:42:13,653 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-03, eta: 1 day, 13:40:39, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.7209 2020-07-26 14:42:27,560 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-03, eta: 1 day, 13:40:25, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.2659 2020-07-26 14:42:41,077 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-03, eta: 1 day, 13:40:10, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6011, loss: 1.6011, grad_norm: 6.5710 2020-07-26 14:42:54,853 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-03, eta: 1 day, 13:39:56, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5485, loss: 1.5485, grad_norm: 6.5114 2020-07-26 14:43:08,376 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-03, eta: 1 day, 13:39:41, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.5049 2020-07-26 14:43:21,871 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-03, eta: 1 day, 13:39:27, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5843, loss: 1.5843, grad_norm: 6.4088 2020-07-26 14:43:36,390 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-03, eta: 1 day, 13:39:14, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.3889 2020-07-26 14:43:49,999 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-03, eta: 1 day, 13:38:59, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.2596 2020-07-26 14:44:03,820 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-03, eta: 1 day, 13:38:45, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.5782, loss: 1.5782, grad_norm: 6.5754 2020-07-26 14:44:17,450 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-03, eta: 1 day, 13:38:31, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.5020, loss: 1.5020, grad_norm: 6.3732 2020-07-26 14:44:30,481 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-03, eta: 1 day, 13:38:16, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5264, loss: 1.5264, grad_norm: 6.5903 2020-07-26 14:44:43,720 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-03, eta: 1 day, 13:38:01, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.5035 2020-07-26 14:44:57,925 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-03, eta: 1 day, 13:37:47, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.3718 2020-07-26 14:45:10,528 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-03, eta: 1 day, 13:37:32, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.2148 2020-07-26 14:45:24,956 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-03, eta: 1 day, 13:37:18, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5015, loss: 1.5015, grad_norm: 6.6056 2020-07-26 14:45:37,775 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-03, eta: 1 day, 13:37:03, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4845, loss: 1.4845, grad_norm: 6.3659 2020-07-26 14:45:52,834 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-03, eta: 1 day, 13:36:50, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8453, loss_cls: 1.5245, loss: 1.5245, grad_norm: 6.5598 2020-07-26 14:46:06,524 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-03, eta: 1 day, 13:36:36, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8289, loss_cls: 1.5426, loss: 1.5426, grad_norm: 6.5258 2020-07-26 14:46:20,283 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-03, eta: 1 day, 13:36:22, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.3679 2020-07-26 14:46:33,078 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-03, eta: 1 day, 13:36:06, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8570, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.5174 2020-07-26 14:46:47,053 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-03, eta: 1 day, 13:35:52, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 1.5147, loss: 1.5147, grad_norm: 6.5468 2020-07-26 14:47:00,985 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-03, eta: 1 day, 13:35:38, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.5807 2020-07-26 14:47:14,160 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-03, eta: 1 day, 13:35:24, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4361, loss: 1.4361, grad_norm: 6.1731 2020-07-26 14:47:27,836 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-03, eta: 1 day, 13:35:09, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4935, loss: 1.4935, grad_norm: 6.5124 2020-07-26 14:47:41,599 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-03, eta: 1 day, 13:34:55, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8320, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.1356 2020-07-26 14:47:55,382 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-03, eta: 1 day, 13:34:41, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.1623 2020-07-26 14:48:09,111 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-03, eta: 1 day, 13:34:27, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4822, loss: 1.4822, grad_norm: 6.4160 2020-07-26 14:48:22,621 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-03, eta: 1 day, 13:34:12, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.3519 2020-07-26 14:48:35,975 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-03, eta: 1 day, 13:33:58, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5131, loss: 1.5131, grad_norm: 6.4093 2020-07-26 14:48:50,639 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-03, eta: 1 day, 13:33:44, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.4694 2020-07-26 14:49:04,257 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-03, eta: 1 day, 13:33:30, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5776, loss: 1.5776, grad_norm: 6.5713 2020-07-26 14:49:16,987 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-03, eta: 1 day, 13:33:15, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.5125, loss: 1.5125, grad_norm: 6.2488 2020-07-26 14:49:31,326 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-03, eta: 1 day, 13:33:01, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5611, loss: 1.5611, grad_norm: 6.5844 2020-07-26 14:49:44,909 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-03, eta: 1 day, 13:32:47, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5269, loss: 1.5269, grad_norm: 6.4365 2020-07-26 14:49:58,936 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-03, eta: 1 day, 13:32:33, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8367, loss_cls: 1.5777, loss: 1.5777, grad_norm: 6.7773 2020-07-26 14:50:11,678 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-03, eta: 1 day, 13:32:17, time: 0.647, data_time: 0.012, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.5336, loss: 1.5336, grad_norm: 6.4976 2020-07-26 14:50:25,039 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-03, eta: 1 day, 13:32:03, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8289, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.5289 2020-07-26 14:50:38,549 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-03, eta: 1 day, 13:31:48, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.4400 2020-07-26 14:50:52,340 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-03, eta: 1 day, 13:31:34, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8594, loss_cls: 1.4537, loss: 1.4537, grad_norm: 6.3857 2020-07-26 14:51:05,885 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-03, eta: 1 day, 13:31:20, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5158, loss: 1.5158, grad_norm: 6.3571 2020-07-26 14:51:20,078 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-03, eta: 1 day, 13:31:06, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.0962 2020-07-26 14:51:33,553 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-03, eta: 1 day, 13:30:51, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.5064, loss: 1.5064, grad_norm: 6.4758 2020-07-26 14:51:47,242 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-03, eta: 1 day, 13:30:37, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.4848, loss: 1.4848, grad_norm: 6.4295 2020-07-26 14:52:00,520 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-03, eta: 1 day, 13:30:22, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.4067 2020-07-26 14:52:13,791 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-03, eta: 1 day, 13:30:08, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5508, loss: 1.5508, grad_norm: 6.5541 2020-07-26 14:52:27,069 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-03, eta: 1 day, 13:29:53, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.2698 2020-07-26 14:52:41,116 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-03, eta: 1 day, 13:29:39, time: 0.700, data_time: 0.011, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5139, loss: 1.5139, grad_norm: 6.5539 2020-07-26 14:52:54,680 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-03, eta: 1 day, 13:29:25, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8352, loss_cls: 1.5570, loss: 1.5570, grad_norm: 6.5213 2020-07-26 14:53:08,003 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-03, eta: 1 day, 13:29:10, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.5092 2020-07-26 14:53:21,220 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-03, eta: 1 day, 13:28:55, time: 0.664, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.3810 2020-07-26 14:53:35,146 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-03, eta: 1 day, 13:28:41, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.4689 2020-07-26 14:53:49,630 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-03, eta: 1 day, 13:28:28, time: 0.728, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4651, loss: 1.4651, grad_norm: 6.5076 2020-07-26 14:54:03,323 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-03, eta: 1 day, 13:28:13, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.5143 2020-07-26 14:54:16,893 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-03, eta: 1 day, 13:27:59, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.3086 2020-07-26 14:54:29,765 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-03, eta: 1 day, 13:27:44, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.4191 2020-07-26 14:54:42,954 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-03, eta: 1 day, 13:27:29, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.4323 2020-07-26 14:54:56,946 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-03, eta: 1 day, 13:27:15, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.4751 2020-07-26 14:55:10,112 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-03, eta: 1 day, 13:27:00, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.5281, loss: 1.5281, grad_norm: 6.4471 2020-07-26 14:55:24,627 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-03, eta: 1 day, 13:26:47, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8227, loss_cls: 1.6173, loss: 1.6173, grad_norm: 6.5552 2020-07-26 14:55:38,668 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-03, eta: 1 day, 13:26:33, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8398, loss_cls: 1.5564, loss: 1.5564, grad_norm: 6.5031 2020-07-26 14:55:52,178 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-03, eta: 1 day, 13:26:19, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.5044 2020-07-26 14:56:05,476 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-03, eta: 1 day, 13:26:04, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3864, loss: 1.3864, grad_norm: 6.3306 2020-07-26 14:56:18,614 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-03, eta: 1 day, 13:25:49, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.2713 2020-07-26 14:56:32,280 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-03, eta: 1 day, 13:25:35, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.4683 2020-07-26 14:56:46,319 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-03, eta: 1 day, 13:25:21, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6117, loss: 1.6117, grad_norm: 6.5952 2020-07-26 14:56:59,666 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-03, eta: 1 day, 13:25:06, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4920, loss: 1.4920, grad_norm: 6.4757 2020-07-26 14:57:14,171 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-03, eta: 1 day, 13:24:53, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.5610 2020-07-26 14:57:27,486 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-03, eta: 1 day, 13:24:38, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.4904 2020-07-26 14:57:40,492 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-03, eta: 1 day, 13:24:23, time: 0.647, data_time: 0.010, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5395, loss: 1.5395, grad_norm: 6.6237 2020-07-26 14:57:55,850 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-03, eta: 1 day, 13:24:11, time: 0.771, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5050, loss: 1.5050, grad_norm: 6.3068 2020-07-26 14:58:08,371 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-03, eta: 1 day, 13:23:55, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5089, loss: 1.5089, grad_norm: 6.4538 2020-07-26 14:58:22,290 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-03, eta: 1 day, 13:23:41, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.5030, loss: 1.5030, grad_norm: 6.4582 2020-07-26 14:58:37,002 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-03, eta: 1 day, 13:23:28, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8297, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.5958 2020-07-26 14:58:50,752 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-03, eta: 1 day, 13:23:14, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.6004 2020-07-26 14:59:05,124 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-03, eta: 1 day, 13:23:00, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.4325 2020-07-26 14:59:18,148 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-03, eta: 1 day, 13:22:45, time: 0.656, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4868, loss: 1.4868, grad_norm: 6.4310 2020-07-26 14:59:33,387 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-03, eta: 1 day, 13:22:32, time: 0.760, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5679, loss: 1.5679, grad_norm: 6.5264 2020-07-26 14:59:46,077 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-03, eta: 1 day, 13:22:17, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.3212 2020-07-26 14:59:59,900 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-03, eta: 1 day, 13:22:03, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.3813 2020-07-26 15:00:15,961 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-03, eta: 1 day, 13:21:51, time: 0.803, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.3775 2020-07-26 15:00:28,779 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-03, eta: 1 day, 13:21:36, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4662, loss: 1.4662, grad_norm: 6.3649 2020-07-26 15:00:41,991 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-03, eta: 1 day, 13:21:21, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3885, loss: 1.3885, grad_norm: 6.1475 2020-07-26 15:00:54,967 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-03, eta: 1 day, 13:21:06, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4716, loss: 1.4716, grad_norm: 6.5227 2020-07-26 15:01:08,824 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-03, eta: 1 day, 13:20:52, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.6055, loss: 1.6055, grad_norm: 6.7765 2020-07-26 15:01:22,067 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-03, eta: 1 day, 13:20:37, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4909, loss: 1.4909, grad_norm: 6.4252 2020-07-26 15:01:35,549 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-03, eta: 1 day, 13:20:23, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.6264 2020-07-26 15:01:49,776 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-03, eta: 1 day, 13:20:09, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.3257 2020-07-26 15:02:02,923 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-03, eta: 1 day, 13:19:54, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.5417 2020-07-26 15:02:17,371 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-03, eta: 1 day, 13:19:41, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.5259 2020-07-26 15:02:31,379 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-03, eta: 1 day, 13:19:27, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8117, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.6439 2020-07-26 15:02:44,435 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-03, eta: 1 day, 13:19:12, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4564, loss: 1.4564, grad_norm: 6.3043 2020-07-26 15:02:58,410 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-03, eta: 1 day, 13:18:58, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.3853 2020-07-26 15:03:12,901 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-03, eta: 1 day, 13:18:44, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4874, loss: 1.4874, grad_norm: 6.4361 2020-07-26 15:03:26,670 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-03, eta: 1 day, 13:18:30, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.4677 2020-07-26 15:03:39,179 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-03, eta: 1 day, 13:18:15, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.4959 2020-07-26 15:03:52,793 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-03, eta: 1 day, 13:18:00, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.6487 2020-07-26 15:04:07,257 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-03, eta: 1 day, 13:17:47, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.3567 2020-07-26 15:04:20,508 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-03, eta: 1 day, 13:17:32, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.3909 2020-07-26 15:04:34,196 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-03, eta: 1 day, 13:17:18, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4611, loss: 1.4611, grad_norm: 6.1335 2020-07-26 15:04:48,183 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-03, eta: 1 day, 13:17:04, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.4681 2020-07-26 15:05:01,345 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-03, eta: 1 day, 13:16:49, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.4608 2020-07-26 15:05:14,744 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-03, eta: 1 day, 13:16:35, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.5151 2020-07-26 15:05:28,831 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-03, eta: 1 day, 13:16:21, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.3165 2020-07-26 15:05:41,610 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-03, eta: 1 day, 13:16:06, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.5563 2020-07-26 15:05:56,057 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-03, eta: 1 day, 13:15:52, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.5063, loss: 1.5063, grad_norm: 6.4927 2020-07-26 15:06:09,908 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-03, eta: 1 day, 13:15:38, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.5053 2020-07-26 15:06:23,834 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-03, eta: 1 day, 13:15:24, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.3484 2020-07-26 15:06:36,856 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-03, eta: 1 day, 13:15:09, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.4115 2020-07-26 15:06:50,068 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-03, eta: 1 day, 13:14:54, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.3645 2020-07-26 15:07:03,364 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-03, eta: 1 day, 13:14:39, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8211, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.3552 2020-07-26 15:07:17,260 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-03, eta: 1 day, 13:14:25, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.6541 2020-07-26 15:07:30,252 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-03, eta: 1 day, 13:14:10, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.5085, loss: 1.5085, grad_norm: 6.5853 2020-07-26 15:07:44,831 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-03, eta: 1 day, 13:13:57, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8406, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.5703 2020-07-26 15:07:58,485 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-03, eta: 1 day, 13:13:43, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.5796 2020-07-26 15:08:12,810 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-03, eta: 1 day, 13:13:29, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5943, loss: 1.5943, grad_norm: 6.6370 2020-07-26 15:08:26,370 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-03, eta: 1 day, 13:13:15, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.6656 2020-07-26 15:08:40,067 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-03, eta: 1 day, 13:13:00, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.5656 2020-07-26 15:08:54,498 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-03, eta: 1 day, 13:12:47, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.5952 2020-07-26 15:09:08,137 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-03, eta: 1 day, 13:12:33, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.4625 2020-07-26 15:09:22,257 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-03, eta: 1 day, 13:12:19, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4718, loss: 1.4718, grad_norm: 6.3079 2020-07-26 15:09:35,448 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-03, eta: 1 day, 13:12:04, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.2674 2020-07-26 15:09:50,085 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-03, eta: 1 day, 13:11:51, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4920, loss: 1.4920, grad_norm: 6.4755 2020-07-26 15:10:03,369 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-03, eta: 1 day, 13:11:36, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.4881 2020-07-26 15:10:14,335 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-07-26 15:10:40,678 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-03, eta: 1 day, 13:11:09, time: 1.217, data_time: 0.622, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.4352 2020-07-26 15:10:52,762 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-03, eta: 1 day, 13:10:53, time: 0.608, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.5328 2020-07-26 15:11:05,157 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-03, eta: 1 day, 13:10:37, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5098, loss: 1.5098, grad_norm: 6.4539 2020-07-26 15:11:19,130 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-03, eta: 1 day, 13:10:23, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5021, loss: 1.5021, grad_norm: 6.6582 2020-07-26 15:11:33,061 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-03, eta: 1 day, 13:10:09, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.2663 2020-07-26 15:11:47,486 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-03, eta: 1 day, 13:09:56, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.3496 2020-07-26 15:12:00,377 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-03, eta: 1 day, 13:09:40, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.5018 2020-07-26 15:12:13,868 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-03, eta: 1 day, 13:09:26, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5615, loss: 1.5615, grad_norm: 6.5457 2020-07-26 15:12:29,000 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-03, eta: 1 day, 13:09:13, time: 0.754, data_time: 0.013, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.3904 2020-07-26 15:12:42,115 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-03, eta: 1 day, 13:08:58, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4560, loss: 1.4560, grad_norm: 6.4425 2020-07-26 15:12:56,203 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-03, eta: 1 day, 13:08:45, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.6240 2020-07-26 15:13:10,363 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-03, eta: 1 day, 13:08:31, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5523, loss: 1.5523, grad_norm: 6.5966 2020-07-26 15:13:23,139 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-03, eta: 1 day, 13:08:16, time: 0.642, data_time: 0.011, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.5128 2020-07-26 15:13:36,993 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-03, eta: 1 day, 13:08:01, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.3607 2020-07-26 15:13:50,525 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-03, eta: 1 day, 13:07:47, time: 0.681, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4546, loss: 1.4546, grad_norm: 6.4265 2020-07-26 15:14:04,186 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-03, eta: 1 day, 13:07:33, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5603, loss: 1.5603, grad_norm: 6.3607 2020-07-26 15:14:17,870 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-03, eta: 1 day, 13:07:18, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.5059, loss: 1.5059, grad_norm: 6.4463 2020-07-26 15:14:31,394 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-03, eta: 1 day, 13:07:04, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.3408 2020-07-26 15:14:44,891 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-03, eta: 1 day, 13:06:50, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4917, loss: 1.4917, grad_norm: 6.5679 2020-07-26 15:14:58,326 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-03, eta: 1 day, 13:06:35, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5339, loss: 1.5339, grad_norm: 6.5128 2020-07-26 15:15:11,860 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-03, eta: 1 day, 13:06:21, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.4191 2020-07-26 15:15:25,749 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-03, eta: 1 day, 13:06:06, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.4437 2020-07-26 15:15:38,874 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-03, eta: 1 day, 13:05:52, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5463, loss: 1.5463, grad_norm: 6.5473 2020-07-26 15:15:52,862 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-03, eta: 1 day, 13:05:38, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.2863 2020-07-26 15:16:06,401 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-03, eta: 1 day, 13:05:23, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.4777 2020-07-26 15:16:20,229 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-03, eta: 1 day, 13:05:09, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.5862 2020-07-26 15:16:33,516 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-03, eta: 1 day, 13:04:54, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.5869, loss: 1.5869, grad_norm: 6.7343 2020-07-26 15:16:47,175 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-03, eta: 1 day, 13:04:40, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.2533 2020-07-26 15:17:01,513 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-03, eta: 1 day, 13:04:27, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.4217 2020-07-26 15:17:15,647 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-03, eta: 1 day, 13:04:13, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.5965 2020-07-26 15:17:28,344 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-03, eta: 1 day, 13:03:57, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5014, loss: 1.5014, grad_norm: 6.3944 2020-07-26 15:17:42,082 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-03, eta: 1 day, 13:03:43, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.2375 2020-07-26 15:17:55,842 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-03, eta: 1 day, 13:03:29, time: 0.692, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.3714 2020-07-26 15:18:08,973 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-03, eta: 1 day, 13:03:14, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.5384 2020-07-26 15:18:23,699 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-03, eta: 1 day, 13:03:01, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.5135, loss: 1.5135, grad_norm: 6.5002 2020-07-26 15:18:38,519 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-03, eta: 1 day, 13:02:48, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.3064 2020-07-26 15:18:52,179 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-03, eta: 1 day, 13:02:34, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8461, loss_cls: 1.5001, loss: 1.5001, grad_norm: 6.4384 2020-07-26 15:19:05,026 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-03, eta: 1 day, 13:02:18, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5648, loss: 1.5648, grad_norm: 6.6252 2020-07-26 15:19:18,769 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-03, eta: 1 day, 13:02:04, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3284, loss: 1.3284, grad_norm: 6.1750 2020-07-26 15:19:32,163 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-03, eta: 1 day, 13:01:50, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.5604 2020-07-26 15:19:46,150 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-03, eta: 1 day, 13:01:36, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.5513 2020-07-26 15:19:59,806 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-03, eta: 1 day, 13:01:21, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8055, loss_cls: 1.6370, loss: 1.6370, grad_norm: 6.7494 2020-07-26 15:20:14,149 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-03, eta: 1 day, 13:01:08, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.4874, loss: 1.4874, grad_norm: 6.5223 2020-07-26 15:20:27,530 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-03, eta: 1 day, 13:00:53, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 1.6065, loss: 1.6065, grad_norm: 6.6250 2020-07-26 15:20:40,606 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-03, eta: 1 day, 13:00:38, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4799, loss: 1.4799, grad_norm: 6.2207 2020-07-26 15:20:54,305 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-03, eta: 1 day, 13:00:24, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8266, loss_cls: 1.5173, loss: 1.5173, grad_norm: 6.5361 2020-07-26 15:21:08,501 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-03, eta: 1 day, 13:00:10, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.4934, loss: 1.4934, grad_norm: 6.4275 2020-07-26 15:21:23,671 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-03, eta: 1 day, 12:59:58, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.3912 2020-07-26 15:21:36,272 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-03, eta: 1 day, 12:59:42, time: 0.635, data_time: 0.011, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8719, loss_cls: 1.3478, loss: 1.3478, grad_norm: 6.0666 2020-07-26 15:21:50,268 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-03, eta: 1 day, 12:59:28, time: 0.700, data_time: 0.002, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5748, loss: 1.5748, grad_norm: 6.6345 2020-07-26 15:22:03,048 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-03, eta: 1 day, 12:59:13, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.4776 2020-07-26 15:22:17,034 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-03, eta: 1 day, 12:58:59, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.6226 2020-07-26 15:22:30,726 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-03, eta: 1 day, 12:58:45, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4557, loss: 1.4557, grad_norm: 6.4178 2020-07-26 15:22:45,792 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-03, eta: 1 day, 12:58:32, time: 0.756, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.4294, loss: 1.4294, grad_norm: 6.3764 2020-07-26 15:22:58,916 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-03, eta: 1 day, 12:58:17, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4758, loss: 1.4758, grad_norm: 6.5523 2020-07-26 15:23:12,281 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-03, eta: 1 day, 12:58:03, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.6938 2020-07-26 15:23:25,325 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-03, eta: 1 day, 12:57:48, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5479, loss: 1.5479, grad_norm: 6.5696 2020-07-26 15:23:39,495 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-03, eta: 1 day, 12:57:34, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.4074 2020-07-26 15:23:52,995 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-03, eta: 1 day, 12:57:19, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5176, loss: 1.5176, grad_norm: 6.5256 2020-07-26 15:24:07,329 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-03, eta: 1 day, 12:57:06, time: 0.720, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5352, loss: 1.5352, grad_norm: 6.5602 2020-07-26 15:24:21,439 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-03, eta: 1 day, 12:56:52, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.1111 2020-07-26 15:24:35,009 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-03, eta: 1 day, 12:56:38, time: 0.682, data_time: 0.010, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5842, loss: 1.5842, grad_norm: 6.5645 2020-07-26 15:24:48,328 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-03, eta: 1 day, 12:56:23, time: 0.666, data_time: 0.002, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5361, loss: 1.5361, grad_norm: 6.5645 2020-07-26 15:25:01,890 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-03, eta: 1 day, 12:56:09, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.3830 2020-07-26 15:25:15,741 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-03, eta: 1 day, 12:55:54, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5041, loss: 1.5041, grad_norm: 6.5579 2020-07-26 15:25:30,778 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-03, eta: 1 day, 12:55:42, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.2816 2020-07-26 15:25:44,007 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-03, eta: 1 day, 12:55:27, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.3360 2020-07-26 15:25:56,646 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-03, eta: 1 day, 12:55:11, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.4150 2020-07-26 15:26:10,326 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-03, eta: 1 day, 12:54:57, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5109, loss: 1.5109, grad_norm: 6.4832 2020-07-26 15:26:24,478 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-03, eta: 1 day, 12:54:43, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.6203 2020-07-26 15:26:37,766 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-03, eta: 1 day, 12:54:29, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4063, loss: 1.4063, grad_norm: 6.3950 2020-07-26 15:26:51,351 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-03, eta: 1 day, 12:54:14, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.4322, loss: 1.4322, grad_norm: 6.5569 2020-07-26 15:27:05,821 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-03, eta: 1 day, 12:54:01, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.4325 2020-07-26 15:27:18,676 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-03, eta: 1 day, 12:53:46, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5379, loss: 1.5379, grad_norm: 6.6344 2020-07-26 15:27:31,792 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-03, eta: 1 day, 12:53:31, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.6506 2020-07-26 15:27:47,124 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-03, eta: 1 day, 12:53:18, time: 0.765, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4585, loss: 1.4585, grad_norm: 6.3591 2020-07-26 15:28:00,248 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-03, eta: 1 day, 12:53:04, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.6589 2020-07-26 15:28:14,077 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-03, eta: 1 day, 12:52:49, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5095, loss: 1.5095, grad_norm: 6.4048 2020-07-26 15:28:28,089 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-03, eta: 1 day, 12:52:35, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5332, loss: 1.5332, grad_norm: 6.5725 2020-07-26 15:28:41,937 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-03, eta: 1 day, 12:52:21, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.4673 2020-07-26 15:28:55,589 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-03, eta: 1 day, 12:52:07, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4848, loss: 1.4848, grad_norm: 6.6615 2020-07-26 15:29:09,282 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-03, eta: 1 day, 12:51:53, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4776, loss: 1.4776, grad_norm: 6.5373 2020-07-26 15:29:22,992 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-03, eta: 1 day, 12:51:39, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.4956 2020-07-26 15:29:36,645 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-03, eta: 1 day, 12:51:24, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.5660 2020-07-26 15:29:51,019 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-03, eta: 1 day, 12:51:11, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.5325 2020-07-26 15:30:04,090 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-03, eta: 1 day, 12:50:56, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4619, loss: 1.4619, grad_norm: 6.2543 2020-07-26 15:30:18,310 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-03, eta: 1 day, 12:50:42, time: 0.711, data_time: 0.002, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.5611, loss: 1.5611, grad_norm: 6.4295 2020-07-26 15:30:31,927 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-03, eta: 1 day, 12:50:28, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4011, loss: 1.4011, grad_norm: 6.3571 2020-07-26 15:30:44,832 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-03, eta: 1 day, 12:50:13, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.5622, loss: 1.5622, grad_norm: 6.6219 2020-07-26 15:30:58,635 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-03, eta: 1 day, 12:49:59, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.4896 2020-07-26 15:31:12,463 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-03, eta: 1 day, 12:49:44, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.4920 2020-07-26 15:31:26,226 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-03, eta: 1 day, 12:49:30, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.4657 2020-07-26 15:31:40,561 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-03, eta: 1 day, 12:49:17, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8266, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.6052 2020-07-26 15:31:53,521 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-03, eta: 1 day, 12:49:02, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5525, loss: 1.5525, grad_norm: 6.6004 2020-07-26 15:32:07,074 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-03, eta: 1 day, 12:48:47, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.6594 2020-07-26 15:32:20,128 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-03, eta: 1 day, 12:48:32, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.3096 2020-07-26 15:32:33,735 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-03, eta: 1 day, 12:48:18, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5003, loss: 1.5003, grad_norm: 6.6196 2020-07-26 15:32:47,537 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-03, eta: 1 day, 12:48:04, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4647, loss: 1.4647, grad_norm: 6.3620 2020-07-26 15:33:02,210 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-03, eta: 1 day, 12:47:51, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4844, loss: 1.4844, grad_norm: 6.4219 2020-07-26 15:33:14,987 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-03, eta: 1 day, 12:47:35, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.6134 2020-07-26 15:33:28,676 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-03, eta: 1 day, 12:47:21, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.5659 2020-07-26 15:33:42,658 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-03, eta: 1 day, 12:47:07, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8570, loss_cls: 1.4244, loss: 1.4244, grad_norm: 6.4197 2020-07-26 15:33:55,413 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-03, eta: 1 day, 12:46:52, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8289, loss_cls: 1.5685, loss: 1.5685, grad_norm: 6.5644 2020-07-26 15:34:09,727 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-03, eta: 1 day, 12:46:38, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8430, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.5590 2020-07-26 15:34:22,690 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-03, eta: 1 day, 12:46:23, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.5185 2020-07-26 15:34:37,308 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-03, eta: 1 day, 12:46:10, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.3939 2020-07-26 15:34:50,850 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-03, eta: 1 day, 12:45:56, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4316, loss: 1.4316, grad_norm: 6.3614 2020-07-26 15:35:04,063 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-03, eta: 1 day, 12:45:41, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.5127, loss: 1.5127, grad_norm: 6.4012 2020-07-26 15:35:17,199 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-03, eta: 1 day, 12:45:26, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5271, loss: 1.5271, grad_norm: 6.6285 2020-07-26 15:35:31,016 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-03, eta: 1 day, 12:45:12, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.4225 2020-07-26 15:35:44,496 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-03, eta: 1 day, 12:44:57, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4618, loss: 1.4618, grad_norm: 6.3986 2020-07-26 15:35:58,972 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-03, eta: 1 day, 12:44:44, time: 0.722, data_time: 0.010, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.5562 2020-07-26 15:36:13,344 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-03, eta: 1 day, 12:44:30, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5160, loss: 1.5160, grad_norm: 6.7984 2020-07-26 15:36:26,141 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-03, eta: 1 day, 12:44:15, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.3661 2020-07-26 15:36:40,118 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-03, eta: 1 day, 12:44:01, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.7926 2020-07-26 15:36:53,977 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-03, eta: 1 day, 12:43:47, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.6337 2020-07-26 15:37:07,364 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-03, eta: 1 day, 12:43:33, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.5381 2020-07-26 15:37:20,886 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-03, eta: 1 day, 12:43:18, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5216, loss: 1.5216, grad_norm: 6.8023 2020-07-26 15:37:34,104 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-03, eta: 1 day, 12:43:04, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.4994 2020-07-26 15:37:47,686 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-03, eta: 1 day, 12:42:49, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.3301 2020-07-26 15:38:01,649 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-03, eta: 1 day, 12:42:35, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.6561 2020-07-26 15:38:15,730 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-03, eta: 1 day, 12:42:21, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.5668 2020-07-26 15:38:28,806 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-03, eta: 1 day, 12:42:06, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.5022 2020-07-26 15:38:43,090 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-03, eta: 1 day, 12:41:53, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5492, loss: 1.5492, grad_norm: 6.6105 2020-07-26 15:38:57,264 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-03, eta: 1 day, 12:41:39, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.6005 2020-07-26 15:39:10,171 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-03, eta: 1 day, 12:41:24, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.5230 2020-07-26 15:39:24,468 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-03, eta: 1 day, 12:41:10, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5586, loss: 1.5586, grad_norm: 6.5919 2020-07-26 15:39:37,108 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-03, eta: 1 day, 12:40:55, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5296, loss: 1.5296, grad_norm: 6.6059 2020-07-26 15:39:50,552 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-03, eta: 1 day, 12:40:41, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.6486 2020-07-26 15:40:06,595 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-03, eta: 1 day, 12:40:29, time: 0.802, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8242, loss_cls: 1.5566, loss: 1.5566, grad_norm: 6.6589 2020-07-26 15:40:19,135 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-03, eta: 1 day, 12:40:13, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.3109 2020-07-26 15:40:32,335 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-03, eta: 1 day, 12:39:58, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.7155 2020-07-26 15:40:46,747 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-03, eta: 1 day, 12:39:45, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6267, loss: 1.6267, grad_norm: 6.5965 2020-07-26 15:41:00,106 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-03, eta: 1 day, 12:39:30, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4171, loss: 1.4171, grad_norm: 6.5202 2020-07-26 15:41:14,619 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-03, eta: 1 day, 12:39:17, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.7207 2020-07-26 15:41:28,609 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-03, eta: 1 day, 12:39:03, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.6557 2020-07-26 15:41:43,585 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-03, eta: 1 day, 12:38:50, time: 0.751, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8523, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.7505 2020-07-26 15:41:56,363 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-03, eta: 1 day, 12:38:35, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5326, loss: 1.5326, grad_norm: 6.6473 2020-07-26 15:42:11,054 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-03, eta: 1 day, 12:38:22, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4904, loss: 1.4904, grad_norm: 6.4653 2020-07-26 15:42:25,213 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-03, eta: 1 day, 12:38:08, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.5028 2020-07-26 15:42:39,047 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-03, eta: 1 day, 12:37:54, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4748, loss: 1.4748, grad_norm: 6.5563 2020-07-26 15:42:53,188 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-03, eta: 1 day, 12:37:40, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.7851 2020-07-26 15:43:06,410 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-03, eta: 1 day, 12:37:25, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.4904 2020-07-26 15:43:19,870 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-03, eta: 1 day, 12:37:11, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8203, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.5607 2020-07-26 15:43:32,666 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-03, eta: 1 day, 12:36:56, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.4983 2020-07-26 15:43:47,013 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-03, eta: 1 day, 12:36:42, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.5723 2020-07-26 15:44:00,260 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-03, eta: 1 day, 12:36:27, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.6277 2020-07-26 15:44:13,938 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-03, eta: 1 day, 12:36:13, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4748, loss: 1.4748, grad_norm: 6.6799 2020-07-26 15:44:27,101 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-03, eta: 1 day, 12:35:58, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5059, loss: 1.5059, grad_norm: 6.5787 2020-07-26 15:44:40,587 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-03, eta: 1 day, 12:35:44, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8344, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.6293 2020-07-26 15:44:53,780 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-03, eta: 1 day, 12:35:29, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.2490 2020-07-26 15:45:08,044 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-03, eta: 1 day, 12:35:15, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4710, loss: 1.4710, grad_norm: 6.6173 2020-07-26 15:45:21,742 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-03, eta: 1 day, 12:35:01, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5101, loss: 1.5101, grad_norm: 6.5094 2020-07-26 15:45:35,240 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-03, eta: 1 day, 12:34:47, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4419, loss: 1.4419, grad_norm: 6.5157 2020-07-26 15:45:49,212 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-03, eta: 1 day, 12:34:33, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.4485 2020-07-26 15:46:03,285 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-03, eta: 1 day, 12:34:19, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4988, loss: 1.4988, grad_norm: 6.6506 2020-07-26 15:46:17,561 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-03, eta: 1 day, 12:34:05, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4942, loss: 1.4942, grad_norm: 6.5324 2020-07-26 15:46:30,671 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-03, eta: 1 day, 12:33:50, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.3993 2020-07-26 15:46:44,211 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-03, eta: 1 day, 12:33:36, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.6041 2020-07-26 15:46:58,195 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-03, eta: 1 day, 12:33:22, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.7060 2020-07-26 15:47:12,267 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-03, eta: 1 day, 12:33:08, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.4834 2020-07-26 15:47:26,239 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-03, eta: 1 day, 12:32:54, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.5181, loss: 1.5181, grad_norm: 6.6164 2020-07-26 15:47:40,111 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-03, eta: 1 day, 12:32:40, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.6477 2020-07-26 15:47:53,732 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-03, eta: 1 day, 12:32:26, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8516, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.7278 2020-07-26 15:48:06,582 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-03, eta: 1 day, 12:32:11, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.7445 2020-07-26 15:48:20,932 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-03, eta: 1 day, 12:31:57, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5648, loss: 1.5648, grad_norm: 6.7199 2020-07-26 15:48:34,010 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-03, eta: 1 day, 12:31:42, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8539, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.5691 2020-07-26 15:48:48,692 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-03, eta: 1 day, 12:31:29, time: 0.735, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4760, loss: 1.4760, grad_norm: 6.3511 2020-07-26 15:49:02,140 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-03, eta: 1 day, 12:31:14, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.7869 2020-07-26 15:49:15,546 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-03, eta: 1 day, 12:31:00, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5963, loss: 1.5963, grad_norm: 6.7962 2020-07-26 15:49:29,606 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-03, eta: 1 day, 12:30:46, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.3256 2020-07-26 15:49:43,881 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-03, eta: 1 day, 12:30:32, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4650, loss: 1.4650, grad_norm: 6.3371 2020-07-26 15:49:56,819 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-03, eta: 1 day, 12:30:17, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4296, loss: 1.4296, grad_norm: 6.3073 2020-07-26 15:50:09,777 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-03, eta: 1 day, 12:30:02, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.3919 2020-07-26 15:50:24,111 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-03, eta: 1 day, 12:29:49, time: 0.716, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.4999, loss: 1.4999, grad_norm: 6.5653 2020-07-26 15:50:36,606 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-03, eta: 1 day, 12:29:33, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8227, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.5054 2020-07-26 15:50:50,773 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-03, eta: 1 day, 12:29:19, time: 0.706, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4835, loss: 1.4835, grad_norm: 6.5649 2020-07-26 15:51:03,903 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-03, eta: 1 day, 12:29:05, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4389, loss: 1.4389, grad_norm: 6.4770 2020-07-26 15:51:18,622 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-03, eta: 1 day, 12:28:51, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.5117 2020-07-26 15:51:31,621 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-03, eta: 1 day, 12:28:37, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8609, loss_cls: 1.4166, loss: 1.4166, grad_norm: 6.4648 2020-07-26 15:51:45,388 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-03, eta: 1 day, 12:28:22, time: 0.688, data_time: 0.003, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5070, loss: 1.5070, grad_norm: 6.6313 2020-07-26 15:51:59,302 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-03, eta: 1 day, 12:28:08, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.5488 2020-07-26 15:52:12,763 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-03, eta: 1 day, 12:27:54, time: 0.673, data_time: 0.004, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.6749 2020-07-26 15:52:26,464 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-03, eta: 1 day, 12:27:40, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.6043 2020-07-26 15:52:42,018 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-03, eta: 1 day, 12:27:27, time: 0.782, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.7337 2020-07-26 15:52:56,757 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-03, eta: 1 day, 12:27:14, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4935, loss: 1.4935, grad_norm: 6.6253 2020-07-26 15:53:09,973 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-03, eta: 1 day, 12:26:59, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8430, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.6977 2020-07-26 15:53:21,232 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-26 15:53:42,486 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 1 day, 12:26:28, time: 1.000, data_time: 0.392, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.6673 2020-07-26 15:53:55,044 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 1 day, 12:26:12, time: 0.628, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.4278 2020-07-26 15:54:08,701 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 1 day, 12:25:58, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.6308 2020-07-26 15:54:21,978 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 1 day, 12:25:43, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4812, loss: 1.4812, grad_norm: 6.5368 2020-07-26 15:54:36,984 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 1 day, 12:25:30, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.4612, loss: 1.4612, grad_norm: 6.3654 2020-07-26 15:54:49,793 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 1 day, 12:25:15, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.5883 2020-07-26 15:55:04,327 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 1 day, 12:25:02, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.5106, loss: 1.5106, grad_norm: 6.5328 2020-07-26 15:55:17,922 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 1 day, 12:24:48, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.5191, loss: 1.5191, grad_norm: 6.5412 2020-07-26 15:55:31,044 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 1 day, 12:24:33, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.2401 2020-07-26 15:55:45,065 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 1 day, 12:24:19, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3982, loss: 1.3982, grad_norm: 6.3431 2020-07-26 15:55:58,301 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 1 day, 12:24:04, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.5432 2020-07-26 15:56:13,501 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 1 day, 12:23:51, time: 0.764, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.4807 2020-07-26 15:56:27,687 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 1 day, 12:23:38, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.6186 2020-07-26 15:56:41,153 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 1 day, 12:23:23, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.5045 2020-07-26 15:56:54,737 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 1 day, 12:23:09, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.2920 2020-07-26 15:57:08,051 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 1 day, 12:22:54, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3743, loss: 1.3743, grad_norm: 6.2984 2020-07-26 15:57:21,602 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 1 day, 12:22:40, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.6614 2020-07-26 15:57:35,453 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 1 day, 12:22:26, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.8415 2020-07-26 15:57:48,584 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 1 day, 12:22:11, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8180, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.9093 2020-07-26 15:58:01,676 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 1 day, 12:21:56, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4617, loss: 1.4617, grad_norm: 6.5169 2020-07-26 15:58:16,031 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 1 day, 12:21:42, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5822, loss: 1.5822, grad_norm: 6.8487 2020-07-26 15:58:29,850 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 1 day, 12:21:28, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.5139, loss: 1.5139, grad_norm: 6.3677 2020-07-26 15:58:43,945 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 1 day, 12:21:14, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.4275 2020-07-26 15:58:57,955 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 1 day, 12:21:01, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.5064 2020-07-26 15:59:12,247 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 1 day, 12:20:47, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.4456 2020-07-26 15:59:24,758 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 1 day, 12:20:32, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8656, loss_cls: 1.4083, loss: 1.4083, grad_norm: 6.3187 2020-07-26 15:59:38,226 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 1 day, 12:20:17, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.5130 2020-07-26 15:59:51,593 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 1 day, 12:20:02, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.4353 2020-07-26 16:00:06,673 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 1 day, 12:19:49, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8539, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.4605 2020-07-26 16:00:19,711 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 1 day, 12:19:35, time: 0.672, data_time: 0.023, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.5407 2020-07-26 16:00:34,178 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 1 day, 12:19:21, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5653, loss: 1.5653, grad_norm: 6.6070 2020-07-26 16:00:47,725 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 1 day, 12:19:07, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5226, loss: 1.5226, grad_norm: 6.7963 2020-07-26 16:01:00,947 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 1 day, 12:18:52, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8180, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.7184 2020-07-26 16:01:14,597 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 1 day, 12:18:38, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.4300 2020-07-26 16:01:28,825 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 1 day, 12:18:24, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5177, loss: 1.5177, grad_norm: 6.6471 2020-07-26 16:01:42,530 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 1 day, 12:18:10, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3685, loss: 1.3685, grad_norm: 6.3416 2020-07-26 16:01:55,983 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 1 day, 12:17:55, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6720, loss: 1.6720, grad_norm: 6.9170 2020-07-26 16:02:10,796 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 1 day, 12:17:42, time: 0.744, data_time: 0.011, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.7549 2020-07-26 16:02:24,022 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 1 day, 12:17:28, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.3127 2020-07-26 16:02:37,350 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 1 day, 12:17:13, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5230, loss: 1.5230, grad_norm: 6.4911 2020-07-26 16:02:50,704 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 1 day, 12:16:58, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4548, loss: 1.4548, grad_norm: 6.5375 2020-07-26 16:03:05,581 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 1 day, 12:16:45, time: 0.746, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.6508 2020-07-26 16:03:18,873 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 1 day, 12:16:31, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4622, loss: 1.4622, grad_norm: 6.5043 2020-07-26 16:03:33,276 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 1 day, 12:16:17, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.4318 2020-07-26 16:03:46,796 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 1 day, 12:16:03, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8445, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.7756 2020-07-26 16:04:01,300 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 1 day, 12:15:49, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.5237 2020-07-26 16:04:14,856 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 1 day, 12:15:35, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5266, loss: 1.5266, grad_norm: 6.5627 2020-07-26 16:04:28,411 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 1 day, 12:15:21, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.4492 2020-07-26 16:04:41,916 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 1 day, 12:15:06, time: 0.673, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.4983 2020-07-26 16:04:55,131 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 1 day, 12:14:51, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.7943 2020-07-26 16:05:08,679 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 1 day, 12:14:37, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.4021, loss: 1.4021, grad_norm: 6.4692 2020-07-26 16:05:22,771 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 1 day, 12:14:23, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.1177 2020-07-26 16:05:36,317 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 1 day, 12:14:09, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.4573 2020-07-26 16:05:51,371 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 1 day, 12:13:56, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.3868 2020-07-26 16:06:06,131 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 1 day, 12:13:43, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.6329 2020-07-26 16:06:18,739 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 1 day, 12:13:27, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5290, loss: 1.5290, grad_norm: 6.5745 2020-07-26 16:06:32,118 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 1 day, 12:13:13, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.5226, loss: 1.5226, grad_norm: 6.6290 2020-07-26 16:06:45,952 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 1 day, 12:12:59, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8625, loss_cls: 1.4218, loss: 1.4218, grad_norm: 6.5191 2020-07-26 16:07:00,627 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 1 day, 12:12:46, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.5018 2020-07-26 16:07:14,525 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 1 day, 12:12:31, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.5561 2020-07-26 16:07:28,655 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 1 day, 12:12:18, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.6366 2020-07-26 16:07:41,668 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 1 day, 12:12:03, time: 0.648, data_time: 0.004, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.2400 2020-07-26 16:07:54,564 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 1 day, 12:11:48, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4520, loss: 1.4520, grad_norm: 6.5685 2020-07-26 16:08:09,168 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 1 day, 12:11:34, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.5713 2020-07-26 16:08:22,173 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 1 day, 12:11:20, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.2617 2020-07-26 16:08:35,904 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 1 day, 12:11:05, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5272, loss: 1.5272, grad_norm: 6.5234 2020-07-26 16:08:49,330 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 1 day, 12:10:51, time: 0.671, data_time: 0.014, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.4673 2020-07-26 16:09:02,623 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 1 day, 12:10:36, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8484, loss_cls: 1.5089, loss: 1.5089, grad_norm: 6.7296 2020-07-26 16:09:16,329 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 1 day, 12:10:22, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.6728 2020-07-26 16:09:30,471 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 1 day, 12:10:08, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8445, loss_cls: 1.5375, loss: 1.5375, grad_norm: 6.6177 2020-07-26 16:09:45,709 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 1 day, 12:09:55, time: 0.764, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.8515 2020-07-26 16:09:59,093 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 1 day, 12:09:41, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.6196 2020-07-26 16:10:12,207 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 1 day, 12:09:26, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.6595 2020-07-26 16:10:26,229 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 1 day, 12:09:12, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.5190 2020-07-26 16:10:39,325 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 1 day, 12:08:57, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.5967 2020-07-26 16:10:53,632 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 1 day, 12:08:44, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.6773 2020-07-26 16:11:06,978 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 1 day, 12:08:29, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5414, loss: 1.5414, grad_norm: 6.7950 2020-07-26 16:11:21,115 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 1 day, 12:08:15, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.4995 2020-07-26 16:11:34,713 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 1 day, 12:08:01, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.5388 2020-07-26 16:11:48,630 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 1 day, 12:07:47, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.6648 2020-07-26 16:12:01,919 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 1 day, 12:07:32, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4457, loss: 1.4457, grad_norm: 6.6112 2020-07-26 16:12:15,714 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 1 day, 12:07:18, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4867, loss: 1.4867, grad_norm: 6.5952 2020-07-26 16:12:30,304 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 1 day, 12:07:05, time: 0.728, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4811, loss: 1.4811, grad_norm: 6.5189 2020-07-26 16:12:44,542 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 1 day, 12:06:51, time: 0.720, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.5681 2020-07-26 16:12:58,483 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 1 day, 12:06:37, time: 0.697, data_time: 0.003, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.6250 2020-07-26 16:13:11,429 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 1 day, 12:06:22, time: 0.645, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4943, loss: 1.4943, grad_norm: 6.5512 2020-07-26 16:13:26,151 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 1 day, 12:06:09, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8484, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.6385 2020-07-26 16:13:39,655 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 1 day, 12:05:55, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.5125 2020-07-26 16:13:54,147 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 1 day, 12:05:41, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.7786 2020-07-26 16:14:08,902 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 1 day, 12:05:28, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5437, loss: 1.5437, grad_norm: 6.7731 2020-07-26 16:14:22,245 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 1 day, 12:05:13, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5187, loss: 1.5187, grad_norm: 6.6391 2020-07-26 16:14:35,240 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 1 day, 12:04:58, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8305, loss_cls: 1.4539, loss: 1.4539, grad_norm: 6.5036 2020-07-26 16:14:49,566 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 1 day, 12:04:45, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8359, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.5814 2020-07-26 16:15:03,607 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 1 day, 12:04:31, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5163, loss: 1.5163, grad_norm: 6.6162 2020-07-26 16:15:16,799 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 1 day, 12:04:16, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.5370 2020-07-26 16:15:30,398 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 1 day, 12:04:02, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.9692 2020-07-26 16:15:43,798 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 1 day, 12:03:47, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3847, loss: 1.3847, grad_norm: 6.5623 2020-07-26 16:15:57,112 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 1 day, 12:03:33, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8477, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.5772 2020-07-26 16:16:11,237 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 1 day, 12:03:19, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4382, loss: 1.4382, grad_norm: 6.5393 2020-07-26 16:16:24,379 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 1 day, 12:03:04, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.6169, loss: 1.6169, grad_norm: 6.7810 2020-07-26 16:16:37,510 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 1 day, 12:02:49, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5274, loss: 1.5274, grad_norm: 6.5472 2020-07-26 16:16:52,418 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 1 day, 12:02:36, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.5063, loss: 1.5063, grad_norm: 6.8236 2020-07-26 16:17:05,930 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 1 day, 12:02:22, time: 0.676, data_time: 0.003, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.5953 2020-07-26 16:17:20,164 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 1 day, 12:02:08, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.3845, loss: 1.3845, grad_norm: 6.3914 2020-07-26 16:17:35,117 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 1 day, 12:01:55, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.5041 2020-07-26 16:17:47,543 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 1 day, 12:01:40, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4964, loss: 1.4964, grad_norm: 6.6011 2020-07-26 16:18:03,054 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 1 day, 12:01:27, time: 0.779, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4397, loss: 1.4397, grad_norm: 6.6111 2020-07-26 16:18:16,891 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 1 day, 12:01:13, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8313, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.9771 2020-07-26 16:18:30,896 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 1 day, 12:00:59, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4424, loss: 1.4424, grad_norm: 6.7097 2020-07-26 16:18:44,308 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 1 day, 12:00:45, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5543, loss: 1.5543, grad_norm: 6.7433 2020-07-26 16:18:57,784 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 1 day, 12:00:30, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8508, loss_cls: 1.5160, loss: 1.5160, grad_norm: 6.8934 2020-07-26 16:19:12,501 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 1 day, 12:00:17, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.5112, loss: 1.5112, grad_norm: 6.5150 2020-07-26 16:19:25,521 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 1 day, 12:00:02, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.7633 2020-07-26 16:19:40,611 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 1 day, 11:59:49, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4340, loss: 1.4340, grad_norm: 6.4728 2020-07-26 16:19:55,245 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 1 day, 11:59:36, time: 0.732, data_time: 0.003, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.7909 2020-07-26 16:20:07,939 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 1 day, 11:59:21, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.6735 2020-07-26 16:20:21,053 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 1 day, 11:59:06, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.5688 2020-07-26 16:20:35,555 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 1 day, 11:58:52, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5189, loss: 1.5189, grad_norm: 6.5435 2020-07-26 16:20:49,248 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 1 day, 11:58:38, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.6715 2020-07-26 16:21:03,091 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 1 day, 11:58:24, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5172, loss: 1.5172, grad_norm: 6.7644 2020-07-26 16:21:17,410 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 1 day, 11:58:11, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.6393 2020-07-26 16:21:31,449 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 1 day, 11:57:57, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.7156 2020-07-26 16:21:44,782 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 1 day, 11:57:42, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.6914 2020-07-26 16:21:58,211 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 1 day, 11:57:28, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.6293 2020-07-26 16:22:12,051 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 1 day, 11:57:14, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8359, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.7452 2020-07-26 16:22:25,056 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 1 day, 11:56:59, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.3502 2020-07-26 16:22:39,203 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 1 day, 11:56:45, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.5421 2020-07-26 16:22:52,951 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 1 day, 11:56:31, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.4915 2020-07-26 16:23:06,689 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 1 day, 11:56:16, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.5259 2020-07-26 16:23:20,722 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 1 day, 11:56:02, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.4602, loss: 1.4602, grad_norm: 6.4619 2020-07-26 16:23:33,300 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 1 day, 11:55:47, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.6411 2020-07-26 16:23:47,412 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 1 day, 11:55:33, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.7697 2020-07-26 16:24:01,361 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 1 day, 11:55:19, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4349, loss: 1.4349, grad_norm: 6.4069 2020-07-26 16:24:15,493 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 1 day, 11:55:06, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4846, loss: 1.4846, grad_norm: 6.5890 2020-07-26 16:24:28,998 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 1 day, 11:54:51, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.7222 2020-07-26 16:24:43,174 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 1 day, 11:54:37, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5371, loss: 1.5371, grad_norm: 6.5792 2020-07-26 16:24:57,800 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 1 day, 11:54:24, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.5648 2020-07-26 16:25:10,355 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 1 day, 11:54:09, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4537, loss: 1.4537, grad_norm: 6.5948 2020-07-26 16:25:24,168 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 1 day, 11:53:55, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.7761 2020-07-26 16:25:37,301 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 1 day, 11:53:40, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4879, loss: 1.4879, grad_norm: 6.7479 2020-07-26 16:25:51,985 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 1 day, 11:53:27, time: 0.732, data_time: 0.004, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3874, loss: 1.3874, grad_norm: 6.3352 2020-07-26 16:26:06,174 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 1 day, 11:53:13, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.8708 2020-07-26 16:26:18,975 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 1 day, 11:52:58, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.7102 2020-07-26 16:26:32,748 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 1 day, 11:52:44, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4413, loss: 1.4413, grad_norm: 6.4951 2020-07-26 16:26:46,435 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 1 day, 11:52:29, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5310, loss: 1.5310, grad_norm: 6.7319 2020-07-26 16:27:00,491 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 1 day, 11:52:16, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.8613 2020-07-26 16:27:15,033 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 1 day, 11:52:02, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.5993 2020-07-26 16:27:28,418 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 1 day, 11:51:48, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4729, loss: 1.4729, grad_norm: 6.5321 2020-07-26 16:27:41,998 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 1 day, 11:51:33, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.6880 2020-07-26 16:27:55,824 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 1 day, 11:51:19, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4355, loss: 1.4355, grad_norm: 6.5328 2020-07-26 16:28:09,503 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 1 day, 11:51:05, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4629, loss: 1.4629, grad_norm: 6.5579 2020-07-26 16:28:23,069 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 1 day, 11:50:50, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.6306 2020-07-26 16:28:36,678 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 1 day, 11:50:36, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.6871 2020-07-26 16:28:50,468 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 1 day, 11:50:22, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.6400 2020-07-26 16:29:03,886 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 1 day, 11:50:08, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.4964 2020-07-26 16:29:17,374 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 1 day, 11:49:53, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4901, loss: 1.4901, grad_norm: 6.6333 2020-07-26 16:29:32,286 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 1 day, 11:49:40, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.6388 2020-07-26 16:29:45,031 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 1 day, 11:49:25, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8391, loss_cls: 1.5597, loss: 1.5597, grad_norm: 6.8674 2020-07-26 16:29:59,755 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 1 day, 11:49:12, time: 0.739, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.5636 2020-07-26 16:30:13,604 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 1 day, 11:48:58, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5787, loss: 1.5787, grad_norm: 6.6846 2020-07-26 16:30:27,208 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 1 day, 11:48:43, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.5089 2020-07-26 16:30:41,122 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 1 day, 11:48:29, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.7505 2020-07-26 16:30:54,885 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 1 day, 11:48:15, time: 0.689, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.5926, loss: 1.5926, grad_norm: 6.7882 2020-07-26 16:31:08,339 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 1 day, 11:48:01, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4655, loss: 1.4655, grad_norm: 6.7664 2020-07-26 16:31:22,140 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 1 day, 11:47:47, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.4337, loss: 1.4337, grad_norm: 6.5582 2020-07-26 16:31:35,716 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 1 day, 11:47:32, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.7851 2020-07-26 16:31:49,784 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 1 day, 11:47:18, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.5341 2020-07-26 16:32:03,253 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 1 day, 11:47:04, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.5361 2020-07-26 16:32:16,434 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 1 day, 11:46:49, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.5867 2020-07-26 16:32:29,960 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 1 day, 11:46:35, time: 0.675, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4481, loss: 1.4481, grad_norm: 6.5735 2020-07-26 16:32:45,172 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 1 day, 11:46:22, time: 0.762, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8133, loss_cls: 1.6078, loss: 1.6078, grad_norm: 6.8271 2020-07-26 16:32:58,564 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 1 day, 11:46:07, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8539, loss_cls: 1.4896, loss: 1.4896, grad_norm: 6.7201 2020-07-26 16:33:11,588 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 1 day, 11:45:53, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.5745 2020-07-26 16:33:26,546 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 1 day, 11:45:40, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.7512 2020-07-26 16:33:39,684 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 1 day, 11:45:25, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5396, loss: 1.5396, grad_norm: 6.8413 2020-07-26 16:33:53,209 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 1 day, 11:45:10, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4836, loss: 1.4836, grad_norm: 6.5770 2020-07-26 16:34:07,527 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 1 day, 11:44:57, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5731, loss: 1.5731, grad_norm: 6.9268 2020-07-26 16:34:20,695 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 1 day, 11:44:42, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4235, loss: 1.4235, grad_norm: 6.5920 2020-07-26 16:34:34,578 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 1 day, 11:44:28, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.6342 2020-07-26 16:34:48,428 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 1 day, 11:44:14, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5527, loss: 1.5527, grad_norm: 6.7853 2020-07-26 16:35:01,967 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 1 day, 11:44:00, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3791, loss: 1.3791, grad_norm: 6.5147 2020-07-26 16:35:15,398 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 1 day, 11:43:45, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.8389 2020-07-26 16:35:29,179 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 1 day, 11:43:31, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8414, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.6310 2020-07-26 16:35:42,777 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 1 day, 11:43:17, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4780, loss: 1.4780, grad_norm: 6.5531 2020-07-26 16:35:56,715 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 1 day, 11:43:03, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.6484 2020-07-26 16:36:10,016 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 1 day, 11:42:48, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.5007 2020-07-26 16:36:24,103 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 1 day, 11:42:34, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4481, loss: 1.4481, grad_norm: 6.5795 2020-07-26 16:36:36,426 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-07-26 16:37:02,215 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 1 day, 11:42:06, time: 1.179, data_time: 0.562, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3489, loss: 1.3489, grad_norm: 6.4508 2020-07-26 16:37:14,534 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 1 day, 11:41:51, time: 0.616, data_time: 0.003, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.5996 2020-07-26 16:37:28,825 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 1 day, 11:41:37, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.6377 2020-07-26 16:37:42,295 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 1 day, 11:41:23, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.4475, loss: 1.4475, grad_norm: 6.4842 2020-07-26 16:37:56,940 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 1 day, 11:41:09, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.4651 2020-07-26 16:38:11,020 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 1 day, 11:40:55, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.7333 2020-07-26 16:38:24,404 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 1 day, 11:40:41, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5285, loss: 1.5285, grad_norm: 6.6265 2020-07-26 16:38:37,265 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 1 day, 11:40:26, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.7173 2020-07-26 16:38:51,156 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 1 day, 11:40:12, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4413, loss: 1.4413, grad_norm: 6.6873 2020-07-26 16:39:05,113 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 1 day, 11:39:58, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.5962 2020-07-26 16:39:19,052 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 1 day, 11:39:44, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.6916 2020-07-26 16:39:32,037 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 1 day, 11:39:29, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.7919 2020-07-26 16:39:45,761 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 1 day, 11:39:15, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.6818 2020-07-26 16:40:00,006 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 1 day, 11:39:01, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8477, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.7325 2020-07-26 16:40:13,587 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 1 day, 11:38:47, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.6314 2020-07-26 16:40:27,217 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 1 day, 11:38:32, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.7966 2020-07-26 16:40:41,018 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 1 day, 11:38:18, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3859, loss: 1.3859, grad_norm: 6.4099 2020-07-26 16:40:53,880 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 1 day, 11:38:03, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.5873, loss: 1.5873, grad_norm: 6.8254 2020-07-26 16:41:07,767 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 1 day, 11:37:49, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8570, loss_cls: 1.4299, loss: 1.4299, grad_norm: 6.4716 2020-07-26 16:41:22,752 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 1 day, 11:37:36, time: 0.752, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.3896 2020-07-26 16:41:35,499 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 1 day, 11:37:21, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.5242 2020-07-26 16:41:49,626 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 1 day, 11:37:07, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.6410 2020-07-26 16:42:02,605 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 1 day, 11:36:52, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.4981 2020-07-26 16:42:17,055 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 1 day, 11:36:39, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5604, loss: 1.5604, grad_norm: 6.8820 2020-07-26 16:42:30,222 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 1 day, 11:36:24, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5377, loss: 1.5377, grad_norm: 7.0396 2020-07-26 16:42:44,447 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 1 day, 11:36:11, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4746, loss: 1.4746, grad_norm: 6.6839 2020-07-26 16:42:58,205 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 1 day, 11:35:56, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.8448 2020-07-26 16:43:12,341 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 1 day, 11:35:43, time: 0.704, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.5472 2020-07-26 16:43:26,259 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 1 day, 11:35:29, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8219, loss_cls: 1.5767, loss: 1.5767, grad_norm: 6.8500 2020-07-26 16:43:40,952 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 1 day, 11:35:15, time: 0.732, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8695, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.4570 2020-07-26 16:43:53,532 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 1 day, 11:35:00, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5070, loss: 1.5070, grad_norm: 6.6459 2020-07-26 16:44:06,932 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 1 day, 11:34:45, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.8259 2020-07-26 16:44:20,574 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 1 day, 11:34:31, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5381, loss: 1.5381, grad_norm: 6.8327 2020-07-26 16:44:34,394 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 1 day, 11:34:17, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5565, loss: 1.5565, grad_norm: 6.8876 2020-07-26 16:44:48,483 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 1 day, 11:34:03, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5114, loss: 1.5114, grad_norm: 6.6817 2020-07-26 16:45:01,750 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 1 day, 11:33:49, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.8638 2020-07-26 16:45:16,048 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 1 day, 11:33:35, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.5950 2020-07-26 16:45:30,124 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 1 day, 11:33:21, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.4978, loss: 1.4978, grad_norm: 6.5025 2020-07-26 16:45:43,289 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 1 day, 11:33:06, time: 0.661, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4888, loss: 1.4888, grad_norm: 6.7237 2020-07-26 16:45:57,050 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 1 day, 11:32:52, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.4897, loss: 1.4897, grad_norm: 6.8489 2020-07-26 16:46:10,756 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 1 day, 11:32:38, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.6033 2020-07-26 16:46:24,104 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 1 day, 11:32:23, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.5440 2020-07-26 16:46:37,819 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 1 day, 11:32:09, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5561, loss: 1.5561, grad_norm: 6.7759 2020-07-26 16:46:50,839 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 1 day, 11:31:54, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.5666 2020-07-26 16:47:04,187 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 1 day, 11:31:40, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.4674 2020-07-26 16:47:19,329 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 1 day, 11:31:27, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8539, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.8070 2020-07-26 16:47:33,034 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 1 day, 11:31:13, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.7813 2020-07-26 16:47:48,398 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 1 day, 11:31:00, time: 0.766, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4877, loss: 1.4877, grad_norm: 6.8647 2020-07-26 16:48:00,939 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 1 day, 11:30:45, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.6154, loss: 1.6154, grad_norm: 6.8542 2020-07-26 16:48:14,711 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 1 day, 11:30:31, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.4735 2020-07-26 16:48:29,171 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 1 day, 11:30:17, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.6271 2020-07-26 16:48:42,894 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 1 day, 11:30:03, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4428, loss: 1.4428, grad_norm: 6.5879 2020-07-26 16:48:56,352 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 1 day, 11:29:49, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4622, loss: 1.4622, grad_norm: 6.5271 2020-07-26 16:49:10,439 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 1 day, 11:29:35, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3868, loss: 1.3868, grad_norm: 6.6438 2020-07-26 16:49:23,597 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 1 day, 11:29:20, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.6012 2020-07-26 16:49:37,423 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 1 day, 11:29:06, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.5836 2020-07-26 16:49:51,321 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 1 day, 11:28:52, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.5815 2020-07-26 16:50:04,991 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 1 day, 11:28:38, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8305, loss_cls: 1.4691, loss: 1.4691, grad_norm: 6.8553 2020-07-26 16:50:19,245 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 1 day, 11:28:24, time: 0.712, data_time: 0.002, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8336, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.9854 2020-07-26 16:50:32,463 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 1 day, 11:28:09, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.6318 2020-07-26 16:50:46,444 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 1 day, 11:27:55, time: 0.699, data_time: 0.001, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3395, loss: 1.3395, grad_norm: 6.3597 2020-07-26 16:51:00,804 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 1 day, 11:27:42, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.5036 2020-07-26 16:51:15,774 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 1 day, 11:27:29, time: 0.751, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.9911 2020-07-26 16:51:28,375 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 1 day, 11:27:13, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4682, loss: 1.4682, grad_norm: 6.8054 2020-07-26 16:51:42,582 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 1 day, 11:27:00, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.6248 2020-07-26 16:51:56,628 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 1 day, 11:26:46, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.6711 2020-07-26 16:52:10,506 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 1 day, 11:26:32, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.5868 2020-07-26 16:52:23,274 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 1 day, 11:26:17, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4954, loss: 1.4954, grad_norm: 6.7443 2020-07-26 16:52:37,177 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 1 day, 11:26:03, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8164, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.5373 2020-07-26 16:52:51,310 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 1 day, 11:25:49, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.5407 2020-07-26 16:53:05,180 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 1 day, 11:25:35, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.5922 2020-07-26 16:53:18,801 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 1 day, 11:25:21, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.5716 2020-07-26 16:53:32,456 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 1 day, 11:25:06, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.4006, loss: 1.4006, grad_norm: 6.4118 2020-07-26 16:53:46,006 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 1 day, 11:24:52, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.8049 2020-07-26 16:53:59,755 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 1 day, 11:24:38, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.8063 2020-07-26 16:54:13,313 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 1 day, 11:24:23, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.8051 2020-07-26 16:54:27,105 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 1 day, 11:24:09, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.8729 2020-07-26 16:54:40,683 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 1 day, 11:23:55, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.5543 2020-07-26 16:54:55,546 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 1 day, 11:23:42, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.6578 2020-07-26 16:55:09,253 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 1 day, 11:23:28, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.7216 2020-07-26 16:55:22,461 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 1 day, 11:23:13, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.5949 2020-07-26 16:55:35,842 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 1 day, 11:22:59, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.5751 2020-07-26 16:55:49,533 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 1 day, 11:22:44, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8313, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.6339 2020-07-26 16:56:04,768 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 1 day, 11:22:32, time: 0.764, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.7291 2020-07-26 16:56:17,558 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 1 day, 11:22:16, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3580, loss: 1.3580, grad_norm: 6.3940 2020-07-26 16:56:31,017 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 1 day, 11:22:02, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.4951 2020-07-26 16:56:44,982 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 1 day, 11:21:48, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.7436 2020-07-26 16:56:58,002 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 1 day, 11:21:33, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.6926 2020-07-26 16:57:13,149 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 1 day, 11:21:20, time: 0.757, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.8406 2020-07-26 16:57:26,324 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 1 day, 11:21:06, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.4992, loss: 1.4992, grad_norm: 6.7816 2020-07-26 16:57:40,511 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 1 day, 11:20:52, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.7075 2020-07-26 16:57:54,336 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 1 day, 11:20:38, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8125, loss_cls: 1.6100, loss: 1.6100, grad_norm: 6.9131 2020-07-26 16:58:08,309 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 1 day, 11:20:24, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.6929 2020-07-26 16:58:21,533 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 1 day, 11:20:09, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6153, loss: 1.6153, grad_norm: 6.8809 2020-07-26 16:58:35,605 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 1 day, 11:19:55, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.5547 2020-07-26 16:58:50,220 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 1 day, 11:19:42, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4574, loss: 1.4574, grad_norm: 6.5016 2020-07-26 16:59:03,842 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 1 day, 11:19:28, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.6028 2020-07-26 16:59:17,402 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 1 day, 11:19:13, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.7491 2020-07-26 16:59:31,475 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 1 day, 11:18:59, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5995, loss: 1.5995, grad_norm: 6.7812 2020-07-26 16:59:44,902 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 1 day, 11:18:45, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.7609 2020-07-26 16:59:58,534 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 1 day, 11:18:31, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.6741 2020-07-26 17:00:17,225 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 1 day, 11:18:21, time: 0.929, data_time: 0.007, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5417, loss: 1.5417, grad_norm: 6.7803 2020-07-26 17:00:29,979 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 1 day, 11:18:06, time: 0.643, data_time: 0.025, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.4997 2020-07-26 17:00:43,593 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 1 day, 11:17:52, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.7491 2020-07-26 17:00:56,717 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 1 day, 11:17:37, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.9226 2020-07-26 17:01:11,468 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 1 day, 11:17:24, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.5452, loss: 1.5452, grad_norm: 7.0519 2020-07-26 17:01:24,765 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 1 day, 11:17:09, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4693, loss: 1.4693, grad_norm: 6.4756 2020-07-26 17:01:38,125 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 1 day, 11:16:55, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4316, loss: 1.4316, grad_norm: 6.4089 2020-07-26 17:01:52,165 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 1 day, 11:16:41, time: 0.698, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4512, loss: 1.4512, grad_norm: 6.7355 2020-07-26 17:02:05,780 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 1 day, 11:16:27, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.7209 2020-07-26 17:02:19,849 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 1 day, 11:16:13, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.6184 2020-07-26 17:02:33,581 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 1 day, 11:15:59, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4861, loss: 1.4861, grad_norm: 6.6895 2020-07-26 17:02:47,531 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 1 day, 11:15:45, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.5832 2020-07-26 17:03:01,391 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 1 day, 11:15:31, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.6233 2020-07-26 17:03:15,301 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 1 day, 11:15:16, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.8731 2020-07-26 17:03:29,259 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 1 day, 11:15:03, time: 0.705, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.7327 2020-07-26 17:03:43,309 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 1 day, 11:14:49, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4798, loss: 1.4798, grad_norm: 6.8186 2020-07-26 17:03:57,007 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 1 day, 11:14:34, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.8452 2020-07-26 17:04:11,256 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 1 day, 11:14:21, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.6967 2020-07-26 17:04:24,949 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 1 day, 11:14:07, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4272, loss: 1.4272, grad_norm: 6.7375 2020-07-26 17:04:38,621 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 1 day, 11:13:52, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.6773 2020-07-26 17:04:52,846 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 1 day, 11:13:39, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.6555 2020-07-26 17:05:05,850 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 1 day, 11:13:24, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.4885 2020-07-26 17:05:19,879 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 1 day, 11:13:10, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3508, loss: 1.3508, grad_norm: 6.6850 2020-07-26 17:05:34,089 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 1 day, 11:12:56, time: 0.708, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4218, loss: 1.4218, grad_norm: 6.5585 2020-07-26 17:05:48,659 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 1 day, 11:12:43, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3733, loss: 1.3733, grad_norm: 6.4958 2020-07-26 17:06:02,305 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 1 day, 11:12:28, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4309, loss: 1.4309, grad_norm: 6.6551 2020-07-26 17:06:15,063 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 1 day, 11:12:13, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.8199 2020-07-26 17:06:28,906 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 1 day, 11:11:59, time: 0.690, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.6174 2020-07-26 17:06:43,691 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 1 day, 11:11:46, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.8087 2020-07-26 17:06:57,090 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 1 day, 11:11:32, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.8304 2020-07-26 17:07:10,721 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 1 day, 11:11:17, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.7247 2020-07-26 17:07:24,473 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 1 day, 11:11:03, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.9934 2020-07-26 17:07:37,644 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 1 day, 11:10:48, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.6619 2020-07-26 17:07:51,747 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 1 day, 11:10:35, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4271, loss: 1.4271, grad_norm: 6.5095 2020-07-26 17:08:06,293 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 1 day, 11:10:21, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4240, loss: 1.4240, grad_norm: 6.6209 2020-07-26 17:08:19,290 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 1 day, 11:10:06, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8313, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.6116 2020-07-26 17:08:33,100 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 1 day, 11:09:52, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4252, loss: 1.4252, grad_norm: 6.9186 2020-07-26 17:08:48,290 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 1 day, 11:09:39, time: 0.758, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.8399 2020-07-26 17:09:02,096 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 1 day, 11:09:25, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4241, loss: 1.4241, grad_norm: 6.6951 2020-07-26 17:09:15,801 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 1 day, 11:09:11, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.6501 2020-07-26 17:09:29,461 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 1 day, 11:08:57, time: 0.684, data_time: 0.004, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.6844 2020-07-26 17:09:44,070 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 1 day, 11:08:43, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.7099 2020-07-26 17:09:57,405 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 1 day, 11:08:29, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.8473 2020-07-26 17:10:12,347 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 1 day, 11:08:16, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8555, loss_cls: 1.4384, loss: 1.4384, grad_norm: 6.7010 2020-07-26 17:10:25,908 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 1 day, 11:08:02, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.6201 2020-07-26 17:10:40,350 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 1 day, 11:07:48, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4892, loss: 1.4892, grad_norm: 6.6562 2020-07-26 17:10:54,109 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 1 day, 11:07:34, time: 0.697, data_time: 0.011, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4826, loss: 1.4826, grad_norm: 6.6995 2020-07-26 17:11:09,717 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 1 day, 11:07:21, time: 0.778, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4732, loss: 1.4732, grad_norm: 6.5972 2020-07-26 17:11:23,590 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 1 day, 11:07:07, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.8422 2020-07-26 17:11:37,018 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 1 day, 11:06:53, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8438, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.7789 2020-07-26 17:11:50,458 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 1 day, 11:06:39, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4510, loss: 1.4510, grad_norm: 6.7982 2020-07-26 17:12:05,514 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 1 day, 11:06:26, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.7389 2020-07-26 17:12:18,286 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 1 day, 11:06:11, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4848, loss: 1.4848, grad_norm: 6.9139 2020-07-26 17:12:33,035 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 1 day, 11:05:57, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.8943 2020-07-26 17:12:45,792 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 1 day, 11:05:42, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.8302 2020-07-26 17:12:59,262 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 1 day, 11:05:28, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.7115 2020-07-26 17:13:12,753 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 1 day, 11:05:13, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4712, loss: 1.4712, grad_norm: 6.7103 2020-07-26 17:13:26,982 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 1 day, 11:05:00, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.6189 2020-07-26 17:13:40,994 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 1 day, 11:04:46, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5305, loss: 1.5305, grad_norm: 6.6299 2020-07-26 17:13:54,454 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 1 day, 11:04:31, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.5187 2020-07-26 17:14:07,645 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 1 day, 11:04:17, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.6539 2020-07-26 17:14:22,162 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 1 day, 11:04:03, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.7260 2020-07-26 17:14:35,488 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 1 day, 11:03:49, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.5852 2020-07-26 17:14:51,206 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 1 day, 11:03:36, time: 0.788, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.7458 2020-07-26 17:15:05,535 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 1 day, 11:03:23, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8555, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.8498 2020-07-26 17:15:19,489 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 1 day, 11:03:09, time: 0.697, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.4168, loss: 1.4168, grad_norm: 6.5809 2020-07-26 17:15:32,049 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 1 day, 11:02:53, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4231, loss: 1.4231, grad_norm: 6.6174 2020-07-26 17:15:46,403 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 1 day, 11:02:40, time: 0.721, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.8283 2020-07-26 17:15:59,579 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 1 day, 11:02:25, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4475, loss: 1.4475, grad_norm: 6.6797 2020-07-26 17:16:12,762 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 1 day, 11:02:10, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5625, loss: 1.5625, grad_norm: 6.7975 2020-07-26 17:16:27,003 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 1 day, 11:01:57, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.8118 2020-07-26 17:16:41,745 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 1 day, 11:01:44, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4487, loss: 1.4487, grad_norm: 6.5334 2020-07-26 17:16:54,433 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 1 day, 11:01:28, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.6075, loss: 1.6075, grad_norm: 6.6701 2020-07-26 17:17:08,189 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 1 day, 11:01:14, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4426, loss: 1.4426, grad_norm: 6.4819 2020-07-26 17:17:21,781 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 1 day, 11:01:00, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.6362 2020-07-26 17:17:35,979 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 1 day, 11:00:46, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4664, loss: 1.4664, grad_norm: 6.7585 2020-07-26 17:17:50,163 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 1 day, 11:00:32, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4201, loss: 1.4201, grad_norm: 6.5839 2020-07-26 17:18:03,392 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 1 day, 11:00:18, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4798, loss: 1.4798, grad_norm: 6.6859 2020-07-26 17:18:16,919 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 1 day, 11:00:03, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.7473 2020-07-26 17:18:30,274 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 1 day, 10:59:49, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5341, loss: 1.5341, grad_norm: 6.5871 2020-07-26 17:18:45,476 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 1 day, 10:59:36, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5466, loss: 1.5466, grad_norm: 6.7955 2020-07-26 17:18:59,054 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 1 day, 10:59:22, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.3571 2020-07-26 17:19:13,556 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 1 day, 10:59:08, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5308, loss: 1.5308, grad_norm: 6.8409 2020-07-26 17:19:26,105 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 1 day, 10:58:53, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.4831, loss: 1.4831, grad_norm: 6.5857 2020-07-26 17:19:40,337 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 1 day, 10:58:39, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4815, loss: 1.4815, grad_norm: 6.8998 2020-07-26 17:19:54,035 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 1 day, 10:58:25, time: 0.688, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3620, loss: 1.3620, grad_norm: 6.6889 2020-07-26 17:20:06,294 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-26 17:20:33,161 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 1 day, 10:57:59, time: 1.274, data_time: 0.668, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3353, loss: 1.3353, grad_norm: 6.4990 2020-07-26 17:20:45,187 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 1 day, 10:57:43, time: 0.603, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8586, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.9248 2020-07-26 17:20:58,163 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 1 day, 10:57:28, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.6206 2020-07-26 17:21:12,060 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 1 day, 10:57:14, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.6111 2020-07-26 17:21:25,970 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 1 day, 10:57:00, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4875, loss: 1.4875, grad_norm: 6.7479 2020-07-26 17:21:39,231 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 1 day, 10:56:46, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4345, loss: 1.4345, grad_norm: 6.8331 2020-07-26 17:21:53,316 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 1 day, 10:56:32, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4779, loss: 1.4779, grad_norm: 6.7848 2020-07-26 17:22:06,643 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 1 day, 10:56:17, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6224, loss: 1.6224, grad_norm: 6.9356 2020-07-26 17:22:20,498 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 1 day, 10:56:03, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4513, loss: 1.4513, grad_norm: 6.5616 2020-07-26 17:22:34,493 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 1 day, 10:55:49, time: 0.702, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.4665 2020-07-26 17:22:48,402 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 1 day, 10:55:35, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.5990 2020-07-26 17:23:02,426 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 1 day, 10:55:21, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.6846 2020-07-26 17:23:16,082 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 1 day, 10:55:07, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.9439 2020-07-26 17:23:29,902 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 1 day, 10:54:53, time: 0.695, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4544, loss: 1.4544, grad_norm: 6.7487 2020-07-26 17:23:44,859 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 1 day, 10:54:40, time: 0.745, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.7271 2020-07-26 17:23:57,820 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 1 day, 10:54:25, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4810, loss: 1.4810, grad_norm: 6.8790 2020-07-26 17:24:11,168 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 1 day, 10:54:11, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4674, loss: 1.4674, grad_norm: 6.7744 2020-07-26 17:24:24,761 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 1 day, 10:53:56, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.7583 2020-07-26 17:24:38,414 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 1 day, 10:53:42, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8602, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.5836 2020-07-26 17:24:52,969 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 1 day, 10:53:29, time: 0.728, data_time: 0.002, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.8409 2020-07-26 17:25:06,582 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 1 day, 10:53:14, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.8159 2020-07-26 17:25:20,084 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 1 day, 10:53:00, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.5923 2020-07-26 17:25:33,588 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 1 day, 10:52:46, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.6273 2020-07-26 17:25:47,533 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 1 day, 10:52:32, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4537, loss: 1.4537, grad_norm: 6.9612 2020-07-26 17:26:02,351 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 1 day, 10:52:18, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.7023 2020-07-26 17:26:15,730 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 1 day, 10:52:04, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4496, loss: 1.4496, grad_norm: 6.7000 2020-07-26 17:26:29,363 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 1 day, 10:51:50, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.6203 2020-07-26 17:26:44,080 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 1 day, 10:51:36, time: 0.738, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.4983 2020-07-26 17:26:57,389 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 1 day, 10:51:22, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.8754 2020-07-26 17:27:10,106 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 1 day, 10:51:07, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5364, loss: 1.5364, grad_norm: 7.0901 2020-07-26 17:27:23,975 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 1 day, 10:50:53, time: 0.691, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.5991 2020-07-26 17:27:38,270 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 1 day, 10:50:39, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.8782 2020-07-26 17:27:51,524 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 1 day, 10:50:24, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.7644 2020-07-26 17:28:07,213 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 1 day, 10:50:12, time: 0.786, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.4198 2020-07-26 17:28:21,005 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 1 day, 10:49:58, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.8217 2020-07-26 17:28:34,394 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 1 day, 10:49:43, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4141, loss: 1.4141, grad_norm: 6.6585 2020-07-26 17:28:48,743 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 1 day, 10:49:30, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4310, loss: 1.4310, grad_norm: 6.5279 2020-07-26 17:29:01,270 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 1 day, 10:49:15, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3808, loss: 1.3808, grad_norm: 6.6483 2020-07-26 17:29:15,201 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 1 day, 10:49:01, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.8182 2020-07-26 17:29:28,480 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 1 day, 10:48:46, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.9338 2020-07-26 17:29:42,649 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 1 day, 10:48:32, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5398, loss: 1.5398, grad_norm: 7.0318 2020-07-26 17:29:55,373 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 1 day, 10:48:17, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.6402 2020-07-26 17:30:09,099 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 1 day, 10:48:03, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.6320 2020-07-26 17:30:23,521 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 1 day, 10:47:49, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.7185 2020-07-26 17:30:36,965 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 1 day, 10:47:35, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.7452 2020-07-26 17:30:51,483 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 1 day, 10:47:22, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5170, loss: 1.5170, grad_norm: 6.9597 2020-07-26 17:31:04,635 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 1 day, 10:47:07, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4792, loss: 1.4792, grad_norm: 6.7964 2020-07-26 17:31:17,979 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 1 day, 10:46:52, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8305, loss_cls: 1.5060, loss: 1.5060, grad_norm: 6.7846 2020-07-26 17:31:32,107 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 1 day, 10:46:38, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.5725 2020-07-26 17:31:46,262 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 1 day, 10:46:25, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.8064 2020-07-26 17:31:59,696 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 1 day, 10:46:10, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.6210 2020-07-26 17:32:14,122 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 1 day, 10:45:57, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3862, loss: 1.3862, grad_norm: 6.5830 2020-07-26 17:32:26,884 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 1 day, 10:45:42, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.7487 2020-07-26 17:32:41,303 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 1 day, 10:45:28, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.6210 2020-07-26 17:32:55,042 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 1 day, 10:45:14, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4435, loss: 1.4435, grad_norm: 6.7457 2020-07-26 17:33:09,586 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 1 day, 10:45:01, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.7173 2020-07-26 17:33:22,280 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 1 day, 10:44:45, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4812, loss: 1.4812, grad_norm: 6.8351 2020-07-26 17:33:35,580 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 1 day, 10:44:31, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.9943 2020-07-26 17:33:49,055 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 1 day, 10:44:16, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4832, loss: 1.4832, grad_norm: 6.9147 2020-07-26 17:34:03,002 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 1 day, 10:44:03, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.8257 2020-07-26 17:34:15,496 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 1 day, 10:43:47, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4798, loss: 1.4798, grad_norm: 6.8279 2020-07-26 17:34:29,816 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 1 day, 10:43:34, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.5502 2020-07-26 17:34:43,152 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 1 day, 10:43:19, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.4672, loss: 1.4672, grad_norm: 6.6371 2020-07-26 17:34:57,974 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 1 day, 10:43:06, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.0053 2020-07-26 17:35:10,869 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 1 day, 10:42:51, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.5475 2020-07-26 17:35:26,141 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 1 day, 10:42:38, time: 0.766, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.8172 2020-07-26 17:35:40,216 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 1 day, 10:42:24, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.9084 2020-07-26 17:35:52,715 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 1 day, 10:42:09, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3900, loss: 1.3900, grad_norm: 6.9513 2020-07-26 17:36:06,703 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 1 day, 10:41:55, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.7920 2020-07-26 17:36:19,589 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 1 day, 10:41:40, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4761, loss: 1.4761, grad_norm: 6.6648 2020-07-26 17:36:32,955 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 1 day, 10:41:26, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4249, loss: 1.4249, grad_norm: 6.7042 2020-07-26 17:36:47,642 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 1 day, 10:41:12, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.4992 2020-07-26 17:37:02,040 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 1 day, 10:40:59, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.7894 2020-07-26 17:37:16,300 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 1 day, 10:40:45, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4349, loss: 1.4349, grad_norm: 6.5654 2020-07-26 17:37:29,727 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 1 day, 10:40:31, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5023, loss: 1.5023, grad_norm: 6.8262 2020-07-26 17:37:43,094 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 1 day, 10:40:16, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5322, loss: 1.5322, grad_norm: 6.8652 2020-07-26 17:37:56,934 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 1 day, 10:40:02, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4330, loss: 1.4330, grad_norm: 6.6873 2020-07-26 17:38:11,198 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 1 day, 10:39:48, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.7154 2020-07-26 17:38:24,817 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 1 day, 10:39:34, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.8376 2020-07-26 17:38:37,972 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 1 day, 10:39:19, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4081, loss: 1.4081, grad_norm: 6.4471 2020-07-26 17:38:51,947 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 1 day, 10:39:05, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.9459 2020-07-26 17:39:05,215 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 1 day, 10:38:51, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.4968, loss: 1.4968, grad_norm: 6.7910 2020-07-26 17:39:18,910 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 1 day, 10:38:37, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.8396 2020-07-26 17:39:32,768 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 1 day, 10:38:23, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.7012 2020-07-26 17:39:46,896 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 1 day, 10:38:09, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.4670 2020-07-26 17:40:00,546 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 1 day, 10:37:55, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.5088, loss: 1.5088, grad_norm: 6.9558 2020-07-26 17:40:14,559 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 1 day, 10:37:41, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.8014 2020-07-26 17:40:29,043 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 1 day, 10:37:27, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.7092 2020-07-26 17:40:43,026 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 1 day, 10:37:13, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4775, loss: 1.4775, grad_norm: 6.8937 2020-07-26 17:40:57,554 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 1 day, 10:37:00, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.8208 2020-07-26 17:41:11,007 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 1 day, 10:36:45, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.5503 2020-07-26 17:41:24,302 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 1 day, 10:36:31, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4375, loss: 1.4375, grad_norm: 6.7379 2020-07-26 17:41:37,982 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 1 day, 10:36:17, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4841, loss: 1.4841, grad_norm: 6.6705 2020-07-26 17:41:52,072 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 1 day, 10:36:03, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4979, loss: 1.4979, grad_norm: 6.5646 2020-07-26 17:42:06,264 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 1 day, 10:35:49, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.5038, loss: 1.5038, grad_norm: 6.9096 2020-07-26 17:42:20,056 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 1 day, 10:35:35, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.7612 2020-07-26 17:42:34,243 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 1 day, 10:35:21, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8688, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.5345 2020-07-26 17:42:48,170 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 1 day, 10:35:07, time: 0.696, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3877, loss: 1.3877, grad_norm: 6.6809 2020-07-26 17:43:00,940 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 1 day, 10:34:52, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.4858, loss: 1.4858, grad_norm: 6.8709 2020-07-26 17:43:14,110 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 1 day, 10:34:37, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.5179 2020-07-26 17:43:29,114 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 1 day, 10:34:24, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.8721 2020-07-26 17:43:41,834 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 1 day, 10:34:09, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5464, loss: 1.5464, grad_norm: 7.1118 2020-07-26 17:43:55,092 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 1 day, 10:33:55, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.5721 2020-07-26 17:44:09,615 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 1 day, 10:33:41, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6384, loss: 1.6384, grad_norm: 6.9760 2020-07-26 17:44:22,885 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 1 day, 10:33:27, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.7039 2020-07-26 17:44:35,880 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 1 day, 10:33:12, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.8933 2020-07-26 17:44:50,535 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 1 day, 10:32:59, time: 0.737, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.8238 2020-07-26 17:45:03,639 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 1 day, 10:32:44, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5470, loss: 1.5470, grad_norm: 6.8394 2020-07-26 17:45:17,596 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 1 day, 10:32:30, time: 0.698, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4329, loss: 1.4329, grad_norm: 6.6287 2020-07-26 17:45:30,878 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 1 day, 10:32:15, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.7763 2020-07-26 17:45:44,349 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 1 day, 10:32:01, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.8676 2020-07-26 17:45:58,424 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 1 day, 10:31:47, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.7690 2020-07-26 17:46:11,582 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 1 day, 10:31:32, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5157, loss: 1.5157, grad_norm: 6.8605 2020-07-26 17:46:25,236 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 1 day, 10:31:18, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5328, loss: 1.5328, grad_norm: 7.0587 2020-07-26 17:46:39,223 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 1 day, 10:31:04, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.7527 2020-07-26 17:46:53,316 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 1 day, 10:30:50, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.8774 2020-07-26 17:47:06,955 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 1 day, 10:30:36, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.7528 2020-07-26 17:47:20,599 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 1 day, 10:30:22, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5151, loss: 1.5151, grad_norm: 6.6622 2020-07-26 17:47:34,389 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 1 day, 10:30:08, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.9245 2020-07-26 17:47:47,705 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 1 day, 10:29:53, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5002, loss: 1.5002, grad_norm: 6.7256 2020-07-26 17:48:01,607 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 1 day, 10:29:39, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4957, loss: 1.4957, grad_norm: 6.8675 2020-07-26 17:48:14,784 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 1 day, 10:29:24, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.6405 2020-07-26 17:48:27,895 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 1 day, 10:29:10, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8648, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.7492 2020-07-26 17:48:42,056 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 1 day, 10:28:56, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.6326 2020-07-26 17:48:57,114 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 1 day, 10:28:43, time: 0.755, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.7191 2020-07-26 17:49:10,069 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 1 day, 10:28:28, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.6234 2020-07-26 17:49:23,965 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 1 day, 10:28:14, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.7050 2020-07-26 17:49:38,954 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 1 day, 10:28:01, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.8124 2020-07-26 17:49:52,514 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 1 day, 10:27:47, time: 0.682, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.6988 2020-07-26 17:50:06,086 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 1 day, 10:27:33, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4010, loss: 1.4010, grad_norm: 6.6295 2020-07-26 17:50:19,164 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 1 day, 10:27:18, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.6798 2020-07-26 17:50:32,426 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 1 day, 10:27:03, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4631, loss: 1.4631, grad_norm: 6.7636 2020-07-26 17:50:46,460 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 1 day, 10:26:49, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.4832, loss: 1.4832, grad_norm: 7.0391 2020-07-26 17:51:00,659 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 1 day, 10:26:36, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.5691 2020-07-26 17:51:14,206 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 1 day, 10:26:21, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.6878 2020-07-26 17:51:28,917 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 1 day, 10:26:08, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.8644 2020-07-26 17:51:42,464 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 1 day, 10:25:54, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.6633 2020-07-26 17:51:55,617 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 1 day, 10:25:39, time: 0.658, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.7467 2020-07-26 17:52:09,538 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 1 day, 10:25:25, time: 0.693, data_time: 0.004, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4309, loss: 1.4309, grad_norm: 6.8232 2020-07-26 17:52:24,095 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 1 day, 10:25:12, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.8965 2020-07-26 17:52:38,106 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 1 day, 10:24:58, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3886, loss: 1.3886, grad_norm: 6.6776 2020-07-26 17:52:52,001 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 1 day, 10:24:44, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.8493 2020-07-26 17:53:05,534 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 1 day, 10:24:29, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 1.5014, loss: 1.5014, grad_norm: 7.0230 2020-07-26 17:53:20,079 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 1 day, 10:24:16, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.7408 2020-07-26 17:53:33,725 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 1 day, 10:24:02, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8391, loss_cls: 1.5315, loss: 1.5315, grad_norm: 7.2040 2020-07-26 17:53:48,141 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 1 day, 10:23:48, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.7791 2020-07-26 17:54:01,100 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 1 day, 10:23:33, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8594, loss_cls: 1.3963, loss: 1.3963, grad_norm: 6.9127 2020-07-26 17:54:14,575 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 1 day, 10:23:19, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.7043 2020-07-26 17:54:28,115 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 1 day, 10:23:04, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4911, loss: 1.4911, grad_norm: 6.8820 2020-07-26 17:54:42,482 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 1 day, 10:22:51, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.8985 2020-07-26 17:54:55,576 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 1 day, 10:22:36, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.8418 2020-07-26 17:55:09,054 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 1 day, 10:22:22, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.8637 2020-07-26 17:55:23,225 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 1 day, 10:22:08, time: 0.709, data_time: 0.003, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4321, loss: 1.4321, grad_norm: 6.7000 2020-07-26 17:55:37,033 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 1 day, 10:21:54, time: 0.691, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.5535 2020-07-26 17:55:50,555 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 1 day, 10:21:39, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.8303 2020-07-26 17:56:03,807 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 1 day, 10:21:25, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.5956 2020-07-26 17:56:17,635 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 1 day, 10:21:11, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.9507 2020-07-26 17:56:32,275 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 1 day, 10:20:57, time: 0.733, data_time: 0.010, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5013, loss: 1.5013, grad_norm: 7.0199 2020-07-26 17:56:45,168 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 1 day, 10:20:43, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.6276 2020-07-26 17:56:58,708 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 1 day, 10:20:28, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8125, loss_cls: 1.6181, loss: 1.6181, grad_norm: 7.2040 2020-07-26 17:57:13,520 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 1 day, 10:20:15, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4821, loss: 1.4821, grad_norm: 6.7212 2020-07-26 17:57:27,446 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 1 day, 10:20:01, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.2450 2020-07-26 17:57:40,889 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 1 day, 10:19:47, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4249, loss: 1.4249, grad_norm: 6.5926 2020-07-26 17:57:55,422 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 1 day, 10:19:33, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4753, loss: 1.4753, grad_norm: 6.8935 2020-07-26 17:58:08,477 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 1 day, 10:19:18, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.8654 2020-07-26 17:58:21,645 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 1 day, 10:19:04, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.4844, loss: 1.4844, grad_norm: 6.7409 2020-07-26 17:58:35,826 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 1 day, 10:18:50, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6091, loss: 1.6091, grad_norm: 7.0229 2020-07-26 17:58:49,893 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 1 day, 10:18:36, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.7984 2020-07-26 17:59:03,742 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 1 day, 10:18:22, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.7739 2020-07-26 17:59:17,242 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 1 day, 10:18:08, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5643, loss: 1.5643, grad_norm: 7.0456 2020-07-26 17:59:30,347 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 1 day, 10:17:53, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4574, loss: 1.4574, grad_norm: 6.8893 2020-07-26 17:59:44,532 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 1 day, 10:17:39, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4448, loss: 1.4448, grad_norm: 6.6608 2020-07-26 17:59:58,578 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 1 day, 10:17:25, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.7356 2020-07-26 18:00:14,987 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 1 day, 10:17:13, time: 0.804, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4966, loss: 1.4966, grad_norm: 6.8340 2020-07-26 18:00:27,828 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 1 day, 10:16:59, time: 0.661, data_time: 0.042, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.9499 2020-07-26 18:00:41,397 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 1 day, 10:16:44, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.5097, loss: 1.5097, grad_norm: 6.9479 2020-07-26 18:00:55,022 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 1 day, 10:16:30, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.4993, loss: 1.4993, grad_norm: 6.9207 2020-07-26 18:01:09,670 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 1 day, 10:16:17, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.7568 2020-07-26 18:01:24,303 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 1 day, 10:16:03, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.8937 2020-07-26 18:01:38,043 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 1 day, 10:15:49, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.5842, loss: 1.5842, grad_norm: 6.9539 2020-07-26 18:01:52,761 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 1 day, 10:15:36, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.6737 2020-07-26 18:02:06,130 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 1 day, 10:15:21, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.7760 2020-07-26 18:02:19,205 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 1 day, 10:15:07, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5075, loss: 1.5075, grad_norm: 6.9527 2020-07-26 18:02:33,066 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 1 day, 10:14:53, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4503, loss: 1.4503, grad_norm: 6.9235 2020-07-26 18:02:47,192 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 1 day, 10:14:39, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.9750 2020-07-26 18:03:02,301 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 1 day, 10:14:26, time: 0.754, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4709, loss: 1.4709, grad_norm: 6.6659 2020-07-26 18:03:15,542 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 1 day, 10:14:11, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5957, loss: 1.5957, grad_norm: 7.0215 2020-07-26 18:03:26,945 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-07-26 18:03:51,846 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 1 day, 10:13:43, time: 1.148, data_time: 0.552, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.5335, loss: 1.5335, grad_norm: 7.0248 2020-07-26 18:04:04,435 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 1 day, 10:13:28, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5562, loss: 1.5562, grad_norm: 6.9487 2020-07-26 18:04:17,995 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 1 day, 10:13:13, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4976, loss: 1.4976, grad_norm: 6.8218 2020-07-26 18:04:30,884 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 1 day, 10:12:59, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.8859 2020-07-26 18:04:44,045 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 1 day, 10:12:44, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3668, loss: 1.3668, grad_norm: 6.7474 2020-07-26 18:04:58,079 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 1 day, 10:12:30, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4630, loss: 1.4630, grad_norm: 6.7112 2020-07-26 18:05:12,104 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 1 day, 10:12:16, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.7972 2020-07-26 18:05:27,204 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 1 day, 10:12:03, time: 0.757, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.7707 2020-07-26 18:05:40,808 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 1 day, 10:11:49, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4322, loss: 1.4322, grad_norm: 6.6250 2020-07-26 18:05:53,822 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 1 day, 10:11:34, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.8751 2020-07-26 18:06:08,015 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 1 day, 10:11:20, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.9647 2020-07-26 18:06:21,817 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 1 day, 10:11:06, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.4764 2020-07-26 18:06:35,477 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 1 day, 10:10:52, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8336, loss_cls: 1.5088, loss: 1.5088, grad_norm: 6.8952 2020-07-26 18:06:50,212 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 1 day, 10:10:39, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.9438 2020-07-26 18:07:03,733 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 1 day, 10:10:24, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4909, loss: 1.4909, grad_norm: 6.7994 2020-07-26 18:07:17,548 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 1 day, 10:10:10, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8336, loss_cls: 1.5347, loss: 1.5347, grad_norm: 7.1192 2020-07-26 18:07:31,538 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 1 day, 10:09:56, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.8850 2020-07-26 18:07:45,246 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 1 day, 10:09:42, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.9379 2020-07-26 18:07:58,376 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 1 day, 10:09:28, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.6474 2020-07-26 18:08:11,884 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 1 day, 10:09:13, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.5888 2020-07-26 18:08:26,113 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 1 day, 10:09:00, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6078, loss: 1.6078, grad_norm: 7.0501 2020-07-26 18:08:38,755 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 1 day, 10:08:44, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4782, loss: 1.4782, grad_norm: 6.8805 2020-07-26 18:08:52,506 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 1 day, 10:08:30, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.0054 2020-07-26 18:09:07,021 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 1 day, 10:08:17, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8250, loss_cls: 1.5611, loss: 1.5611, grad_norm: 6.9693 2020-07-26 18:09:20,730 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 1 day, 10:08:03, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4658, loss: 1.4658, grad_norm: 6.9334 2020-07-26 18:09:34,337 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 1 day, 10:07:48, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4346, loss: 1.4346, grad_norm: 6.8469 2020-07-26 18:09:47,731 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 1 day, 10:07:34, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.0147 2020-07-26 18:10:01,782 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 1 day, 10:07:20, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4458, loss: 1.4458, grad_norm: 6.9463 2020-07-26 18:10:14,780 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 1 day, 10:07:05, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.9092 2020-07-26 18:10:28,746 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 1 day, 10:06:51, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.6407 2020-07-26 18:10:43,332 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 1 day, 10:06:38, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.8774 2020-07-26 18:10:57,209 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 1 day, 10:06:24, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4949, loss: 1.4949, grad_norm: 6.9315 2020-07-26 18:11:10,912 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 1 day, 10:06:10, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.1057 2020-07-26 18:11:25,691 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 1 day, 10:05:56, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.7452 2020-07-26 18:11:39,164 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 1 day, 10:05:42, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3798, loss: 1.3798, grad_norm: 6.6086 2020-07-26 18:11:52,657 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 1 day, 10:05:28, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5493, loss: 1.5493, grad_norm: 6.7802 2020-07-26 18:12:06,513 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 1 day, 10:05:14, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.8410 2020-07-26 18:12:19,805 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 1 day, 10:04:59, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4414, loss: 1.4414, grad_norm: 6.8980 2020-07-26 18:12:33,448 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 1 day, 10:04:45, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.8796 2020-07-26 18:12:48,768 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 1 day, 10:04:32, time: 0.765, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.9068 2020-07-26 18:13:01,289 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 1 day, 10:04:17, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.7856 2020-07-26 18:13:14,577 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 1 day, 10:04:02, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.7866 2020-07-26 18:13:29,198 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 1 day, 10:03:49, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.7915 2020-07-26 18:13:42,616 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 1 day, 10:03:35, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4590, loss: 1.4590, grad_norm: 6.8463 2020-07-26 18:13:56,861 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 1 day, 10:03:21, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8352, loss_cls: 1.5359, loss: 1.5359, grad_norm: 6.8499 2020-07-26 18:14:09,619 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 1 day, 10:03:06, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.8506 2020-07-26 18:14:24,235 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 1 day, 10:02:52, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4772, loss: 1.4772, grad_norm: 6.6059 2020-07-26 18:14:37,169 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 1 day, 10:02:38, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.8752 2020-07-26 18:14:50,294 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 1 day, 10:02:23, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.6799 2020-07-26 18:15:04,278 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 1 day, 10:02:09, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.4327 2020-07-26 18:15:17,907 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 1 day, 10:01:55, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.9003 2020-07-26 18:15:34,021 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 1 day, 10:01:43, time: 0.803, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.7958 2020-07-26 18:15:47,382 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 1 day, 10:01:28, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.8434 2020-07-26 18:16:00,315 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 1 day, 10:01:13, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4661, loss: 1.4661, grad_norm: 6.7359 2020-07-26 18:16:13,780 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 1 day, 10:00:59, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.8472 2020-07-26 18:16:27,566 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 1 day, 10:00:45, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.8427 2020-07-26 18:16:41,255 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 1 day, 10:00:31, time: 0.685, data_time: 0.002, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.0647 2020-07-26 18:16:56,245 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 1 day, 10:00:18, time: 0.746, data_time: 0.004, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4814, loss: 1.4814, grad_norm: 6.9166 2020-07-26 18:17:09,903 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 1 day, 10:00:03, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4372, loss: 1.4372, grad_norm: 6.9675 2020-07-26 18:17:22,877 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 1 day, 9:59:49, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5163, loss: 1.5163, grad_norm: 7.0558 2020-07-26 18:17:36,930 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 1 day, 9:59:35, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.6848 2020-07-26 18:17:51,704 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 1 day, 9:59:21, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.8938 2020-07-26 18:18:04,192 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 1 day, 9:59:06, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.8099 2020-07-26 18:18:18,382 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 1 day, 9:58:52, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.6897 2020-07-26 18:18:31,564 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 1 day, 9:58:38, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.7729 2020-07-26 18:18:45,414 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 1 day, 9:58:24, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.9067 2020-07-26 18:18:59,642 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 1 day, 9:58:10, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.5254, loss: 1.5254, grad_norm: 6.8950 2020-07-26 18:19:12,551 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 1 day, 9:57:55, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5436, loss: 1.5436, grad_norm: 7.0067 2020-07-26 18:19:26,482 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 1 day, 9:57:41, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5086, loss: 1.5086, grad_norm: 7.0031 2020-07-26 18:19:40,455 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 1 day, 9:57:27, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4019, loss: 1.4019, grad_norm: 6.6647 2020-07-26 18:19:53,602 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 1 day, 9:57:13, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.5154, loss: 1.5154, grad_norm: 7.0133 2020-07-26 18:20:08,730 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 1 day, 9:57:00, time: 0.755, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5523, loss: 1.5523, grad_norm: 6.8272 2020-07-26 18:20:21,569 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 1 day, 9:56:45, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4618, loss: 1.4618, grad_norm: 6.7998 2020-07-26 18:20:34,767 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 1 day, 9:56:30, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.4335, loss: 1.4335, grad_norm: 6.7977 2020-07-26 18:20:48,725 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 1 day, 9:56:16, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.5002, loss: 1.5002, grad_norm: 6.8416 2020-07-26 18:21:02,057 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 1 day, 9:56:02, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5152, loss: 1.5152, grad_norm: 7.0718 2020-07-26 18:21:16,126 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 1 day, 9:55:48, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.8047 2020-07-26 18:21:30,447 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 1 day, 9:55:34, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4205, loss: 1.4205, grad_norm: 6.6263 2020-07-26 18:21:44,153 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 1 day, 9:55:20, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8602, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.6917 2020-07-26 18:21:56,873 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 1 day, 9:55:05, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.7090 2020-07-26 18:22:10,649 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 1 day, 9:54:51, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.8992 2020-07-26 18:22:25,090 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 1 day, 9:54:37, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.7536 2020-07-26 18:22:38,287 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 1 day, 9:54:23, time: 0.660, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.6589 2020-07-26 18:22:53,220 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 1 day, 9:54:09, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8633, loss_cls: 1.4205, loss: 1.4205, grad_norm: 6.8902 2020-07-26 18:23:06,709 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 1 day, 9:53:55, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4727, loss: 1.4727, grad_norm: 6.7593 2020-07-26 18:23:20,471 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 1 day, 9:53:41, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.8696 2020-07-26 18:23:36,441 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 1 day, 9:53:29, time: 0.801, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8492, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.0445 2020-07-26 18:23:49,249 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 1 day, 9:53:14, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.8903 2020-07-26 18:24:03,213 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 1 day, 9:53:00, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.9699 2020-07-26 18:24:16,926 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 1 day, 9:52:46, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4606, loss: 1.4606, grad_norm: 6.8472 2020-07-26 18:24:30,242 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 1 day, 9:52:31, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5107, loss: 1.5107, grad_norm: 7.2176 2020-07-26 18:24:45,612 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 1 day, 9:52:18, time: 0.767, data_time: 0.005, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5090, loss: 1.5090, grad_norm: 7.0782 2020-07-26 18:24:58,633 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 1 day, 9:52:04, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8539, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.9425 2020-07-26 18:25:11,495 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 1 day, 9:51:49, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5385, loss: 1.5385, grad_norm: 7.0542 2020-07-26 18:25:24,953 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 1 day, 9:51:34, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8164, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.0112 2020-07-26 18:25:39,100 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 1 day, 9:51:21, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4743, loss: 1.4743, grad_norm: 6.8149 2020-07-26 18:25:52,465 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 1 day, 9:51:06, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.1441 2020-07-26 18:26:06,364 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 1 day, 9:50:52, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.8238 2020-07-26 18:26:20,109 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 1 day, 9:50:38, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5516, loss: 1.5516, grad_norm: 6.8638 2020-07-26 18:26:33,972 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 1 day, 9:50:24, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.9923 2020-07-26 18:26:47,499 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 1 day, 9:50:10, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.9304 2020-07-26 18:27:01,036 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 1 day, 9:49:55, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4289, loss: 1.4289, grad_norm: 6.7665 2020-07-26 18:27:14,181 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 1 day, 9:49:41, time: 0.659, data_time: 0.010, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5331, loss: 1.5331, grad_norm: 6.8844 2020-07-26 18:27:27,804 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 1 day, 9:49:26, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.4109, loss: 1.4109, grad_norm: 6.8226 2020-07-26 18:27:41,268 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 1 day, 9:49:12, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.5993 2020-07-26 18:27:54,802 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 1 day, 9:48:58, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3878, loss: 1.3878, grad_norm: 6.8929 2020-07-26 18:28:08,195 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 1 day, 9:48:43, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4933, loss: 1.4933, grad_norm: 6.8391 2020-07-26 18:28:22,190 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 1 day, 9:48:29, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.8832 2020-07-26 18:28:35,454 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 1 day, 9:48:15, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8219, loss_cls: 1.5585, loss: 1.5585, grad_norm: 7.0130 2020-07-26 18:28:49,308 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 1 day, 9:48:01, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5291, loss: 1.5291, grad_norm: 7.0142 2020-07-26 18:29:03,719 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 1 day, 9:47:47, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.6281 2020-07-26 18:29:17,122 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 1 day, 9:47:33, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.9131 2020-07-26 18:29:30,436 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 1 day, 9:47:18, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.9522 2020-07-26 18:29:43,961 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 1 day, 9:47:04, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.4147, loss: 1.4147, grad_norm: 6.8193 2020-07-26 18:29:58,486 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 1 day, 9:46:50, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.8545 2020-07-26 18:30:12,335 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 1 day, 9:46:36, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.7365 2020-07-26 18:30:25,693 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 1 day, 9:46:22, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.9767 2020-07-26 18:30:39,541 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 1 day, 9:46:08, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6054, loss: 1.6054, grad_norm: 7.2053 2020-07-26 18:30:52,969 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 1 day, 9:45:53, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.8011 2020-07-26 18:31:06,140 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 1 day, 9:45:39, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.8070 2020-07-26 18:31:20,002 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 1 day, 9:45:25, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.7066 2020-07-26 18:31:33,615 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 1 day, 9:45:11, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4877, loss: 1.4877, grad_norm: 7.0580 2020-07-26 18:31:46,648 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 1 day, 9:44:56, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.5691, loss: 1.5691, grad_norm: 6.9794 2020-07-26 18:32:00,728 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 1 day, 9:44:42, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3611, loss: 1.3611, grad_norm: 6.6214 2020-07-26 18:32:14,577 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 1 day, 9:44:28, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3899, loss: 1.3899, grad_norm: 6.7194 2020-07-26 18:32:28,085 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 1 day, 9:44:14, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.5541 2020-07-26 18:32:42,646 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 1 day, 9:44:00, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.6059 2020-07-26 18:32:56,261 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 1 day, 9:43:46, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8625, loss_cls: 1.4092, loss: 1.4092, grad_norm: 6.7317 2020-07-26 18:33:10,126 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 1 day, 9:43:32, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.9674 2020-07-26 18:33:23,462 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 1 day, 9:43:17, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.8042 2020-07-26 18:33:36,779 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 1 day, 9:43:03, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.6875 2020-07-26 18:33:50,635 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 1 day, 9:42:49, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8445, loss_cls: 1.4978, loss: 1.4978, grad_norm: 6.9484 2020-07-26 18:34:04,297 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 1 day, 9:42:35, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.7882 2020-07-26 18:34:19,764 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 1 day, 9:42:22, time: 0.772, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8461, loss_cls: 1.4891, loss: 1.4891, grad_norm: 7.0307 2020-07-26 18:34:32,841 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 1 day, 9:42:07, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.6702 2020-07-26 18:34:46,520 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 1 day, 9:41:53, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4779, loss: 1.4779, grad_norm: 6.7723 2020-07-26 18:34:59,974 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 1 day, 9:41:39, time: 0.675, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.6580 2020-07-26 18:35:14,950 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 1 day, 9:41:26, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.0908 2020-07-26 18:35:28,554 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 1 day, 9:41:11, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4607, loss: 1.4607, grad_norm: 6.9078 2020-07-26 18:35:42,548 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 1 day, 9:40:57, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4349, loss: 1.4349, grad_norm: 6.8527 2020-07-26 18:35:55,464 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 1 day, 9:40:43, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4208, loss: 1.4208, grad_norm: 6.8558 2020-07-26 18:36:10,430 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 1 day, 9:40:29, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4109, loss: 1.4109, grad_norm: 6.9918 2020-07-26 18:36:23,526 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 1 day, 9:40:15, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.8686 2020-07-26 18:36:36,754 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 1 day, 9:40:00, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.4471, loss: 1.4471, grad_norm: 6.9138 2020-07-26 18:36:51,126 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 1 day, 9:39:47, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.9092 2020-07-26 18:37:04,052 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 1 day, 9:39:32, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.0567 2020-07-26 18:37:17,538 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 1 day, 9:39:17, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4576, loss: 1.4576, grad_norm: 7.1047 2020-07-26 18:37:32,279 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 1 day, 9:39:04, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.8722 2020-07-26 18:37:45,097 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 1 day, 9:38:49, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8375, loss_cls: 1.5767, loss: 1.5767, grad_norm: 7.1462 2020-07-26 18:37:58,780 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 1 day, 9:38:35, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4001, loss: 1.4001, grad_norm: 6.8382 2020-07-26 18:38:12,652 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 1 day, 9:38:21, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3801, loss: 1.3801, grad_norm: 6.5651 2020-07-26 18:38:25,825 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 1 day, 9:38:06, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4340, loss: 1.4340, grad_norm: 7.0003 2020-07-26 18:38:39,966 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 1 day, 9:37:53, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.9522 2020-07-26 18:38:52,926 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 1 day, 9:37:38, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4650, loss: 1.4650, grad_norm: 6.7239 2020-07-26 18:39:08,549 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 1 day, 9:37:25, time: 0.779, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.9148 2020-07-26 18:39:20,982 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 1 day, 9:37:10, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4465, loss: 1.4465, grad_norm: 6.8553 2020-07-26 18:39:35,335 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 1 day, 9:36:56, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.8538 2020-07-26 18:39:48,370 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 1 day, 9:36:42, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4541, loss: 1.4541, grad_norm: 6.9894 2020-07-26 18:40:02,250 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 1 day, 9:36:28, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.4841, loss: 1.4841, grad_norm: 7.0472 2020-07-26 18:40:16,405 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 1 day, 9:36:14, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3759, loss: 1.3759, grad_norm: 6.5864 2020-07-26 18:40:29,846 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 1 day, 9:35:59, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.6519 2020-07-26 18:40:44,404 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 1 day, 9:35:46, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4050, loss: 1.4050, grad_norm: 6.7349 2020-07-26 18:40:57,796 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 1 day, 9:35:31, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2983, loss: 1.2983, grad_norm: 6.5442 2020-07-26 18:41:11,414 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 1 day, 9:35:17, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.9456 2020-07-26 18:41:25,387 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 1 day, 9:35:03, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4046, loss: 1.4046, grad_norm: 6.8520 2020-07-26 18:41:40,305 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 1 day, 9:34:50, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.8940 2020-07-26 18:41:54,124 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 1 day, 9:34:36, time: 0.689, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.5126 2020-07-26 18:42:08,033 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 1 day, 9:34:22, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.7789 2020-07-26 18:42:21,509 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 1 day, 9:34:08, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.7475 2020-07-26 18:42:34,878 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 1 day, 9:33:53, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5678, loss: 1.5678, grad_norm: 7.0506 2020-07-26 18:42:48,215 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 1 day, 9:33:39, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5723, loss: 1.5723, grad_norm: 7.0400 2020-07-26 18:43:02,266 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 1 day, 9:33:25, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5262, loss: 1.5262, grad_norm: 7.0466 2020-07-26 18:43:15,489 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 1 day, 9:33:10, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8406, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.7301 2020-07-26 18:43:29,695 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 1 day, 9:32:57, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4309, loss: 1.4309, grad_norm: 6.9448 2020-07-26 18:43:43,053 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 1 day, 9:32:42, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5453, loss: 1.5453, grad_norm: 6.9818 2020-07-26 18:43:58,283 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 1 day, 9:32:29, time: 0.763, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.9001 2020-07-26 18:44:12,195 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 1 day, 9:32:15, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.7985 2020-07-26 18:44:24,789 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 1 day, 9:32:00, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.9177 2020-07-26 18:44:38,008 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 1 day, 9:31:46, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.7758 2020-07-26 18:44:51,542 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 1 day, 9:31:31, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.7775 2020-07-26 18:45:05,730 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 1 day, 9:31:18, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.7002 2020-07-26 18:45:19,487 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 1 day, 9:31:03, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5266, loss: 1.5266, grad_norm: 6.9611 2020-07-26 18:45:34,092 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 1 day, 9:30:50, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.9062 2020-07-26 18:45:47,261 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 1 day, 9:30:35, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8422, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.1208 2020-07-26 18:46:01,416 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 1 day, 9:30:22, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.7986 2020-07-26 18:46:14,959 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 1 day, 9:30:07, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4828, loss: 1.4828, grad_norm: 6.9898 2020-07-26 18:46:29,002 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 1 day, 9:29:53, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.7984 2020-07-26 18:46:39,879 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-07-26 18:47:01,274 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 1 day, 9:29:23, time: 0.996, data_time: 0.380, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4791, loss: 1.4791, grad_norm: 6.8948 2020-07-26 18:47:13,686 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 1 day, 9:29:07, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.7304 2020-07-26 18:47:26,777 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 1 day, 9:28:53, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5291, loss: 1.5291, grad_norm: 7.1960 2020-07-26 18:47:41,487 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 1 day, 9:28:39, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.7814 2020-07-26 18:47:54,247 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 1 day, 9:28:24, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.8630 2020-07-26 18:48:09,717 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 1 day, 9:28:12, time: 0.776, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.9917 2020-07-26 18:48:22,657 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 1 day, 9:27:57, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.9493 2020-07-26 18:48:35,998 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 1 day, 9:27:42, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.6185 2020-07-26 18:48:49,069 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 1 day, 9:27:28, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4474, loss: 1.4474, grad_norm: 6.6643 2020-07-26 18:49:02,584 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 1 day, 9:27:13, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.9354 2020-07-26 18:49:16,113 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 1 day, 9:26:59, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.8131 2020-07-26 18:49:30,996 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 1 day, 9:26:46, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.0063 2020-07-26 18:49:44,190 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 1 day, 9:26:31, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4493, loss: 1.4493, grad_norm: 6.7909 2020-07-26 18:49:58,292 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 1 day, 9:26:18, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8617, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.6748 2020-07-26 18:50:11,734 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 1 day, 9:26:03, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4901, loss: 1.4901, grad_norm: 7.0469 2020-07-26 18:50:26,049 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 1 day, 9:25:49, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.9591 2020-07-26 18:50:39,571 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 1 day, 9:25:35, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4807, loss: 1.4807, grad_norm: 6.7751 2020-07-26 18:50:52,990 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 1 day, 9:25:21, time: 0.673, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.9170 2020-07-26 18:51:06,873 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 1 day, 9:25:07, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3737, loss: 1.3737, grad_norm: 6.8558 2020-07-26 18:51:20,251 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 1 day, 9:24:52, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8633, loss_cls: 1.4171, loss: 1.4171, grad_norm: 6.9019 2020-07-26 18:51:34,012 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 1 day, 9:24:38, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.3902, loss: 1.3902, grad_norm: 6.6311 2020-07-26 18:51:46,994 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 1 day, 9:24:23, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.8567 2020-07-26 18:52:02,203 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 1 day, 9:24:11, time: 0.761, data_time: 0.002, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8344, loss_cls: 1.5182, loss: 1.5182, grad_norm: 7.0770 2020-07-26 18:52:15,929 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 1 day, 9:23:56, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.0628 2020-07-26 18:52:29,678 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 1 day, 9:23:42, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.8642 2020-07-26 18:52:43,443 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 1 day, 9:23:28, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4888, loss: 1.4888, grad_norm: 7.0536 2020-07-26 18:52:58,539 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 1 day, 9:23:15, time: 0.757, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.6326 2020-07-26 18:53:10,989 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 1 day, 9:23:00, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.9876 2020-07-26 18:53:24,099 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 1 day, 9:22:45, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4495, loss: 1.4495, grad_norm: 6.7450 2020-07-26 18:53:37,820 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 1 day, 9:22:31, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.9027 2020-07-26 18:53:52,142 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 1 day, 9:22:17, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.0310 2020-07-26 18:54:05,529 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 1 day, 9:22:03, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4058, loss: 1.4058, grad_norm: 6.7414 2020-07-26 18:54:19,224 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 1 day, 9:21:49, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.9280 2020-07-26 18:54:33,043 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 1 day, 9:21:35, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.7220 2020-07-26 18:54:46,168 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 1 day, 9:21:20, time: 0.658, data_time: 0.011, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.8127 2020-07-26 18:55:00,119 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 1 day, 9:21:06, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4139, loss: 1.4139, grad_norm: 6.6415 2020-07-26 18:55:14,855 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 1 day, 9:20:53, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4813, loss: 1.4813, grad_norm: 7.0591 2020-07-26 18:55:28,443 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 1 day, 9:20:39, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.0236 2020-07-26 18:55:41,557 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 1 day, 9:20:24, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8172, loss_cls: 1.5806, loss: 1.5806, grad_norm: 7.0126 2020-07-26 18:55:55,427 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 1 day, 9:20:10, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3735, loss: 1.3735, grad_norm: 6.6173 2020-07-26 18:56:09,655 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 1 day, 9:19:56, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4108, loss: 1.4108, grad_norm: 6.8886 2020-07-26 18:56:23,470 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 1 day, 9:19:42, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.0709 2020-07-26 18:56:36,530 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 1 day, 9:19:27, time: 0.657, data_time: 0.010, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.0525 2020-07-26 18:56:50,754 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 1 day, 9:19:14, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.9741 2020-07-26 18:57:05,022 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 1 day, 9:19:00, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3815, loss: 1.3815, grad_norm: 6.8009 2020-07-26 18:57:19,466 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 1 day, 9:18:46, time: 0.720, data_time: 0.004, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3965, loss: 1.3965, grad_norm: 6.7903 2020-07-26 18:57:33,057 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 1 day, 9:18:32, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8633, loss_cls: 1.3767, loss: 1.3767, grad_norm: 6.9053 2020-07-26 18:57:46,146 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 1 day, 9:18:18, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3335, loss: 1.3335, grad_norm: 6.6104 2020-07-26 18:57:58,967 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 1 day, 9:18:03, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3975, loss: 1.3975, grad_norm: 6.8482 2020-07-26 18:58:14,220 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 1 day, 9:17:50, time: 0.760, data_time: 0.005, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8125, loss_cls: 1.6037, loss: 1.6037, grad_norm: 7.0468 2020-07-26 18:58:27,791 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 1 day, 9:17:36, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3567, loss: 1.3567, grad_norm: 6.8401 2020-07-26 18:58:41,767 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 1 day, 9:17:22, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.5683, loss: 1.5683, grad_norm: 7.2912 2020-07-26 18:58:54,571 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 1 day, 9:17:07, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.9121 2020-07-26 18:59:07,964 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 1 day, 9:16:52, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4680, loss: 1.4680, grad_norm: 6.9866 2020-07-26 18:59:21,204 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 1 day, 9:16:38, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.8323 2020-07-26 18:59:35,073 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 1 day, 9:16:24, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3117, loss: 1.3117, grad_norm: 6.5362 2020-07-26 18:59:48,182 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 1 day, 9:16:09, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.8863 2020-07-26 19:00:02,330 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 1 day, 9:15:55, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8266, loss_cls: 1.5774, loss: 1.5774, grad_norm: 7.3135 2020-07-26 19:00:17,364 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 1 day, 9:15:42, time: 0.748, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.7222 2020-07-26 19:00:30,921 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 1 day, 9:15:28, time: 0.682, data_time: 0.019, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.5103, loss: 1.5103, grad_norm: 7.1023 2020-07-26 19:00:44,112 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 1 day, 9:15:13, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5373, loss: 1.5373, grad_norm: 6.9901 2020-07-26 19:00:58,281 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 1 day, 9:14:59, time: 0.706, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.9246 2020-07-26 19:01:11,701 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 1 day, 9:14:45, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8297, loss_cls: 1.4545, loss: 1.4545, grad_norm: 6.6775 2020-07-26 19:01:26,981 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 1 day, 9:14:32, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.8839 2020-07-26 19:01:39,911 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 1 day, 9:14:17, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5577, loss: 1.5577, grad_norm: 7.1147 2020-07-26 19:01:53,525 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 1 day, 9:14:03, time: 0.681, data_time: 0.003, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.9761 2020-07-26 19:02:06,934 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 1 day, 9:13:49, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4471, loss: 1.4471, grad_norm: 6.8387 2020-07-26 19:02:20,613 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 1 day, 9:13:35, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4406, loss: 1.4406, grad_norm: 6.9869 2020-07-26 19:02:33,743 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 1 day, 9:13:20, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5065, loss: 1.5065, grad_norm: 7.0906 2020-07-26 19:02:47,347 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 1 day, 9:13:06, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.4960, loss: 1.4960, grad_norm: 7.0039 2020-07-26 19:03:01,750 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 1 day, 9:12:52, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.0308 2020-07-26 19:03:15,809 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 1 day, 9:12:38, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.9633 2020-07-26 19:03:28,833 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 1 day, 9:12:24, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.9939 2020-07-26 19:03:42,977 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 1 day, 9:12:10, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.9179 2020-07-26 19:03:57,652 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 1 day, 9:11:56, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8492, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.8247 2020-07-26 19:04:10,540 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 1 day, 9:11:42, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4843, loss: 1.4843, grad_norm: 7.0041 2020-07-26 19:04:24,935 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 1 day, 9:11:28, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.7992 2020-07-26 19:04:38,055 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 1 day, 9:11:13, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.8880 2020-07-26 19:04:51,566 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 1 day, 9:10:59, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4604, loss: 1.4604, grad_norm: 7.0614 2020-07-26 19:05:05,773 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 1 day, 9:10:45, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.7776 2020-07-26 19:05:19,732 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 1 day, 9:10:31, time: 0.698, data_time: 0.002, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4108, loss: 1.4108, grad_norm: 6.9344 2020-07-26 19:05:33,388 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 1 day, 9:10:17, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.8644 2020-07-26 19:05:47,233 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 1 day, 9:10:03, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.7051 2020-07-26 19:06:00,440 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 1 day, 9:09:48, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.0885 2020-07-26 19:06:13,868 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 1 day, 9:09:34, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.1016 2020-07-26 19:06:28,255 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 1 day, 9:09:21, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8469, loss_cls: 1.4976, loss: 1.4976, grad_norm: 7.1078 2020-07-26 19:06:41,966 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 1 day, 9:09:06, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4295, loss: 1.4295, grad_norm: 6.7962 2020-07-26 19:06:55,503 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 1 day, 9:08:52, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.8365 2020-07-26 19:07:09,429 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 1 day, 9:08:38, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8641, loss_cls: 1.4053, loss: 1.4053, grad_norm: 6.8730 2020-07-26 19:07:23,477 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 1 day, 9:08:24, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4768, loss: 1.4768, grad_norm: 6.9624 2020-07-26 19:07:36,425 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 1 day, 9:08:09, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4301, loss: 1.4301, grad_norm: 6.9146 2020-07-26 19:07:50,610 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 1 day, 9:07:56, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.0281 2020-07-26 19:08:04,375 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 1 day, 9:07:42, time: 0.691, data_time: 0.010, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.1290 2020-07-26 19:08:18,726 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 1 day, 9:07:28, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3594, loss: 1.3594, grad_norm: 6.7822 2020-07-26 19:08:33,443 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 1 day, 9:07:15, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3766, loss: 1.3766, grad_norm: 6.9130 2020-07-26 19:08:46,786 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 1 day, 9:07:00, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.9507 2020-07-26 19:09:00,036 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 1 day, 9:06:46, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5277, loss: 1.5277, grad_norm: 7.0927 2020-07-26 19:09:13,753 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 1 day, 9:06:31, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.0436 2020-07-26 19:09:28,695 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 1 day, 9:06:18, time: 0.749, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3667, loss: 1.3667, grad_norm: 6.5979 2020-07-26 19:09:42,136 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 1 day, 9:06:04, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5074, loss: 1.5074, grad_norm: 7.0040 2020-07-26 19:09:56,409 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 1 day, 9:05:50, time: 0.717, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.9720 2020-07-26 19:10:09,437 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 1 day, 9:05:36, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.5005, loss: 1.5005, grad_norm: 7.0474 2020-07-26 19:10:23,126 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 1 day, 9:05:21, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4937, loss: 1.4937, grad_norm: 7.1019 2020-07-26 19:10:36,583 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 1 day, 9:05:07, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.8938 2020-07-26 19:10:50,400 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 1 day, 9:04:53, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.4971, loss: 1.4971, grad_norm: 7.0887 2020-07-26 19:11:05,310 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 1 day, 9:04:40, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.9289 2020-07-26 19:11:19,288 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 1 day, 9:04:26, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3275, loss: 1.3275, grad_norm: 6.6168 2020-07-26 19:11:32,951 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 1 day, 9:04:12, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5374, loss: 1.5374, grad_norm: 7.1680 2020-07-26 19:11:45,922 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 1 day, 9:03:57, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5241, loss: 1.5241, grad_norm: 7.0655 2020-07-26 19:11:59,875 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 1 day, 9:03:43, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.9180 2020-07-26 19:12:14,227 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 1 day, 9:03:29, time: 0.718, data_time: 0.003, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.8549 2020-07-26 19:12:26,869 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 1 day, 9:03:14, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4024, loss: 1.4024, grad_norm: 6.7313 2020-07-26 19:12:40,919 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 1 day, 9:03:01, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.7881 2020-07-26 19:12:54,092 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 1 day, 9:02:46, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.0188 2020-07-26 19:13:07,571 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 1 day, 9:02:32, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8586, loss_cls: 1.4009, loss: 1.4009, grad_norm: 6.9219 2020-07-26 19:13:21,825 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 1 day, 9:02:18, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.4784, loss: 1.4784, grad_norm: 6.8688 2020-07-26 19:13:36,305 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 1 day, 9:02:04, time: 0.727, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5653, loss: 1.5653, grad_norm: 7.3113 2020-07-26 19:13:49,680 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 1 day, 9:01:50, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.9285 2020-07-26 19:14:03,728 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 1 day, 9:01:36, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.9202 2020-07-26 19:14:16,888 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 1 day, 9:01:21, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.9998 2020-07-26 19:14:30,844 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 1 day, 9:01:07, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.0123 2020-07-26 19:14:44,626 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 1 day, 9:00:53, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.0025 2020-07-26 19:14:58,504 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 1 day, 9:00:39, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4166, loss: 1.4166, grad_norm: 6.7186 2020-07-26 19:15:11,961 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 1 day, 9:00:25, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.5643, loss: 1.5643, grad_norm: 7.2647 2020-07-26 19:15:25,383 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 1 day, 9:00:11, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.9843 2020-07-26 19:15:39,500 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 1 day, 8:59:57, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8258, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.8601 2020-07-26 19:15:53,109 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 1 day, 8:59:43, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.4863, loss: 1.4863, grad_norm: 6.8960 2020-07-26 19:16:06,800 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 1 day, 8:59:28, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.5032, loss: 1.5032, grad_norm: 7.0093 2020-07-26 19:16:20,471 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 1 day, 8:59:14, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.5918, loss: 1.5918, grad_norm: 7.1675 2020-07-26 19:16:35,048 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 1 day, 8:59:01, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4071, loss: 1.4071, grad_norm: 6.8013 2020-07-26 19:16:48,469 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 1 day, 8:58:46, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.8686 2020-07-26 19:17:02,279 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 1 day, 8:58:32, time: 0.686, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.9380 2020-07-26 19:17:15,405 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 1 day, 8:58:18, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5269, loss: 1.5269, grad_norm: 7.2683 2020-07-26 19:17:29,418 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 1 day, 8:58:04, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.9677 2020-07-26 19:17:43,175 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 1 day, 8:57:50, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.0663 2020-07-26 19:17:56,586 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 1 day, 8:57:35, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.0087 2020-07-26 19:18:11,410 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 1 day, 8:57:22, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.9907 2020-07-26 19:18:25,242 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 1 day, 8:57:08, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.9474 2020-07-26 19:18:38,349 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 1 day, 8:56:53, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4199, loss: 1.4199, grad_norm: 6.9310 2020-07-26 19:18:52,143 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 1 day, 8:56:39, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.8189 2020-07-26 19:19:06,468 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 1 day, 8:56:26, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.8463 2020-07-26 19:19:20,945 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 1 day, 8:56:12, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4626, loss: 1.4626, grad_norm: 7.0859 2020-07-26 19:19:34,285 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 1 day, 8:55:58, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.7383 2020-07-26 19:19:49,639 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 1 day, 8:55:45, time: 0.766, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.9158 2020-07-26 19:20:02,817 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 1 day, 8:55:30, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.9166 2020-07-26 19:20:17,317 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 1 day, 8:55:17, time: 0.725, data_time: 0.004, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5132, loss: 1.5132, grad_norm: 7.0669 2020-07-26 19:20:30,864 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 1 day, 8:55:02, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4876, loss: 1.4876, grad_norm: 7.0946 2020-07-26 19:20:44,017 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 1 day, 8:54:48, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3584, loss: 1.3584, grad_norm: 6.7550 2020-07-26 19:20:58,866 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 1 day, 8:54:35, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.9948 2020-07-26 19:21:12,516 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 1 day, 8:54:20, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8664, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.1052 2020-07-26 19:21:27,496 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 1 day, 8:54:07, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4414, loss: 1.4414, grad_norm: 6.8582 2020-07-26 19:21:41,052 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 1 day, 8:53:53, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4080, loss: 1.4080, grad_norm: 6.6642 2020-07-26 19:21:55,607 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 1 day, 8:53:40, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.1129 2020-07-26 19:22:09,238 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 1 day, 8:53:25, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.7843 2020-07-26 19:22:22,768 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 1 day, 8:53:11, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4848, loss: 1.4848, grad_norm: 7.2255 2020-07-26 19:22:36,269 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 1 day, 8:52:57, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.0817 2020-07-26 19:22:52,237 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 1 day, 8:52:44, time: 0.797, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.8002 2020-07-26 19:23:04,971 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 1 day, 8:52:30, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.9466 2020-07-26 19:23:18,682 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 1 day, 8:52:15, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.4847, loss: 1.4847, grad_norm: 6.9333 2020-07-26 19:23:32,875 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 1 day, 8:52:02, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.0377 2020-07-26 19:23:47,393 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 1 day, 8:51:48, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.4955, loss: 1.4955, grad_norm: 7.0227 2020-07-26 19:24:01,480 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 1 day, 8:51:34, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4218, loss: 1.4218, grad_norm: 7.1647 2020-07-26 19:24:15,884 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 1 day, 8:51:21, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3649, loss: 1.3649, grad_norm: 6.7467 2020-07-26 19:24:28,492 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 1 day, 8:51:06, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4890, loss: 1.4890, grad_norm: 7.0412 2020-07-26 19:24:42,393 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 1 day, 8:50:52, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4705, loss: 1.4705, grad_norm: 7.1453 2020-07-26 19:24:56,190 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 1 day, 8:50:38, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8656, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.0734 2020-07-26 19:25:09,186 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 1 day, 8:50:23, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4780, loss: 1.4780, grad_norm: 7.2926 2020-07-26 19:25:24,019 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 1 day, 8:50:10, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5234, loss: 1.5234, grad_norm: 7.0040 2020-07-26 19:25:36,626 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 1 day, 8:49:55, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.1263 2020-07-26 19:25:52,605 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 1 day, 8:49:42, time: 0.795, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4602, loss: 1.4602, grad_norm: 6.8305 2020-07-26 19:26:06,472 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 1 day, 8:49:28, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.3852, loss: 1.3852, grad_norm: 6.9214 2020-07-26 19:26:20,027 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 1 day, 8:49:14, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.4925, loss: 1.4925, grad_norm: 7.0861 2020-07-26 19:26:35,171 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 1 day, 8:49:01, time: 0.760, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4621, loss: 1.4621, grad_norm: 6.9251 2020-07-26 19:26:47,429 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 1 day, 8:48:46, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 1.5233, loss: 1.5233, grad_norm: 7.4170 2020-07-26 19:27:01,390 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 1 day, 8:48:32, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.9448 2020-07-26 19:27:16,156 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 1 day, 8:48:18, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.9694 2020-07-26 19:27:28,974 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 1 day, 8:48:04, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.9107 2020-07-26 19:27:43,231 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 1 day, 8:47:50, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.5028, loss: 1.5028, grad_norm: 7.0767 2020-07-26 19:27:56,755 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 1 day, 8:47:36, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.8677 2020-07-26 19:28:11,899 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 1 day, 8:47:23, time: 0.756, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.4008, loss: 1.4008, grad_norm: 6.8976 2020-07-26 19:28:24,502 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 1 day, 8:47:08, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.5003, loss: 1.5003, grad_norm: 7.0571 2020-07-26 19:28:38,060 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 1 day, 8:46:53, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.6953 2020-07-26 19:28:52,296 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 1 day, 8:46:40, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.0845 2020-07-26 19:29:05,952 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 1 day, 8:46:25, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8602, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.9594 2020-07-26 19:29:19,340 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 1 day, 8:46:11, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.9375 2020-07-26 19:29:33,610 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 1 day, 8:45:57, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.8363 2020-07-26 19:29:47,501 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 1 day, 8:45:43, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.5519 2020-07-26 19:29:59,284 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-26 19:30:25,099 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 1 day, 8:45:16, time: 1.204, data_time: 0.601, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.8403 2020-07-26 19:30:37,816 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 1 day, 8:45:01, time: 0.636, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3934, loss: 1.3934, grad_norm: 6.9855 2020-07-26 19:30:51,628 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 1 day, 8:44:47, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8445, loss_cls: 1.5021, loss: 1.5021, grad_norm: 7.1139 2020-07-26 19:31:06,034 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 1 day, 8:44:33, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.0030 2020-07-26 19:31:19,463 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 1 day, 8:44:19, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8344, loss_cls: 1.4713, loss: 1.4713, grad_norm: 6.8971 2020-07-26 19:31:33,066 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 1 day, 8:44:05, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.8212 2020-07-26 19:31:47,157 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 1 day, 8:43:51, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.4327, loss: 1.4327, grad_norm: 6.6697 2020-07-26 19:32:00,677 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 1 day, 8:43:37, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.7328 2020-07-26 19:32:14,200 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 1 day, 8:43:22, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.0611 2020-07-26 19:32:28,502 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 1 day, 8:43:09, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.0865 2020-07-26 19:32:41,931 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 1 day, 8:42:54, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.8580 2020-07-26 19:32:55,802 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 1 day, 8:42:40, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4027, loss: 1.4027, grad_norm: 6.7386 2020-07-26 19:33:09,185 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 1 day, 8:42:26, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4425, loss: 1.4425, grad_norm: 6.8550 2020-07-26 19:33:22,975 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 1 day, 8:42:12, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.9379 2020-07-26 19:33:37,876 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 1 day, 8:41:59, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.9649 2020-07-26 19:33:51,548 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 1 day, 8:41:45, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.4048, loss: 1.4048, grad_norm: 6.7943 2020-07-26 19:34:04,925 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 1 day, 8:41:30, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4826, loss: 1.4826, grad_norm: 7.0108 2020-07-26 19:34:18,640 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 1 day, 8:41:16, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.2142 2020-07-26 19:34:31,870 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 1 day, 8:41:01, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.9874 2020-07-26 19:34:45,574 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 1 day, 8:40:47, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.7124 2020-07-26 19:35:00,000 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 1 day, 8:40:34, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4310, loss: 1.4310, grad_norm: 7.0196 2020-07-26 19:35:14,174 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 1 day, 8:40:20, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4788, loss: 1.4788, grad_norm: 6.9378 2020-07-26 19:35:28,133 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 1 day, 8:40:06, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4405, loss: 1.4405, grad_norm: 6.9765 2020-07-26 19:35:41,195 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 1 day, 8:39:51, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3947, loss: 1.3947, grad_norm: 6.8877 2020-07-26 19:35:57,078 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 1 day, 8:39:39, time: 0.792, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.0685 2020-07-26 19:36:09,693 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 1 day, 8:39:24, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5493, loss: 1.5493, grad_norm: 7.2304 2020-07-26 19:36:24,165 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 1 day, 8:39:10, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4763, loss: 1.4763, grad_norm: 6.9503 2020-07-26 19:36:37,236 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 1 day, 8:38:56, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5171, loss: 1.5171, grad_norm: 7.0232 2020-07-26 19:36:50,358 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 1 day, 8:38:41, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4815, loss: 1.4815, grad_norm: 7.0151 2020-07-26 19:37:04,951 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 1 day, 8:38:28, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.7129 2020-07-26 19:37:19,952 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 1 day, 8:38:15, time: 0.748, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4277, loss: 1.4277, grad_norm: 6.7584 2020-07-26 19:37:33,840 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 1 day, 8:38:01, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.8753 2020-07-26 19:37:47,105 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 1 day, 8:37:46, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.8504 2020-07-26 19:38:00,804 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 1 day, 8:37:32, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.1081 2020-07-26 19:38:15,311 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 1 day, 8:37:18, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3697, loss: 1.3697, grad_norm: 6.7367 2020-07-26 19:38:28,807 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 1 day, 8:37:04, time: 0.684, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3724, loss: 1.3724, grad_norm: 6.7363 2020-07-26 19:38:42,362 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 1 day, 8:36:50, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.2954 2020-07-26 19:38:56,312 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 1 day, 8:36:36, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.0275 2020-07-26 19:39:09,895 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 1 day, 8:36:22, time: 0.679, data_time: 0.003, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5324, loss: 1.5324, grad_norm: 7.2119 2020-07-26 19:39:24,487 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 1 day, 8:36:08, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8375, loss_cls: 1.5288, loss: 1.5288, grad_norm: 7.1366 2020-07-26 19:39:38,494 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 1 day, 8:35:54, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5288, loss: 1.5288, grad_norm: 7.0915 2020-07-26 19:39:52,474 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 1 day, 8:35:40, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.8807 2020-07-26 19:40:05,869 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 1 day, 8:35:26, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4796, loss: 1.4796, grad_norm: 6.8474 2020-07-26 19:40:20,185 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 1 day, 8:35:12, time: 0.716, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4774, loss: 1.4774, grad_norm: 7.0129 2020-07-26 19:40:33,473 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 1 day, 8:34:58, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.8983 2020-07-26 19:40:47,054 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 1 day, 8:34:44, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.2189 2020-07-26 19:41:01,541 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 1 day, 8:34:30, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.9797 2020-07-26 19:41:16,253 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 1 day, 8:34:17, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.7344 2020-07-26 19:41:29,180 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 1 day, 8:34:02, time: 0.647, data_time: 0.003, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3923, loss: 1.3923, grad_norm: 6.8108 2020-07-26 19:41:44,467 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 1 day, 8:33:49, time: 0.763, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4522, loss: 1.4522, grad_norm: 6.9617 2020-07-26 19:41:56,913 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 1 day, 8:33:34, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3564, loss: 1.3564, grad_norm: 6.8006 2020-07-26 19:42:11,683 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 1 day, 8:33:21, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.7835 2020-07-26 19:42:26,512 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 1 day, 8:33:07, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3946, loss: 1.3946, grad_norm: 6.8231 2020-07-26 19:42:40,586 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 1 day, 8:32:54, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4639, loss: 1.4639, grad_norm: 6.8575 2020-07-26 19:42:53,584 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 1 day, 8:32:39, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.0400 2020-07-26 19:43:07,489 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 1 day, 8:32:25, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.9435 2020-07-26 19:43:22,402 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 1 day, 8:32:12, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.1078 2020-07-26 19:43:35,074 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 1 day, 8:31:57, time: 0.638, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8594, loss_cls: 1.4461, loss: 1.4461, grad_norm: 7.0393 2020-07-26 19:43:49,162 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 1 day, 8:31:43, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4608, loss: 1.4608, grad_norm: 7.1769 2020-07-26 19:44:02,474 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 1 day, 8:31:28, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.7974 2020-07-26 19:44:16,697 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 1 day, 8:31:15, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.9646 2020-07-26 19:44:30,484 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 1 day, 8:31:01, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3805, loss: 1.3805, grad_norm: 6.7555 2020-07-26 19:44:43,498 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 1 day, 8:30:46, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.0306 2020-07-26 19:44:57,860 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 1 day, 8:30:32, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.9749 2020-07-26 19:45:11,794 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 1 day, 8:30:18, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.9871 2020-07-26 19:45:25,803 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 1 day, 8:30:04, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8414, loss_cls: 1.4530, loss: 1.4530, grad_norm: 6.8715 2020-07-26 19:45:38,706 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 1 day, 8:29:50, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4625, loss: 1.4625, grad_norm: 6.8998 2020-07-26 19:45:52,667 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 1 day, 8:29:36, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4423, loss: 1.4423, grad_norm: 6.9237 2020-07-26 19:46:06,884 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 1 day, 8:29:22, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3793, loss: 1.3793, grad_norm: 6.9919 2020-07-26 19:46:20,511 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 1 day, 8:29:08, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5278, loss: 1.5278, grad_norm: 7.3393 2020-07-26 19:46:34,792 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 1 day, 8:28:54, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8422, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.9748 2020-07-26 19:46:49,069 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 1 day, 8:28:40, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.1530 2020-07-26 19:47:03,401 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 1 day, 8:28:27, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8711, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0324 2020-07-26 19:47:16,454 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 1 day, 8:28:12, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.0419 2020-07-26 19:47:30,008 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 1 day, 8:27:58, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.9019 2020-07-26 19:47:44,087 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 1 day, 8:27:44, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3947, loss: 1.3947, grad_norm: 6.9085 2020-07-26 19:47:58,311 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 1 day, 8:27:30, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.5235, loss: 1.5235, grad_norm: 7.1186 2020-07-26 19:48:11,777 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 1 day, 8:27:16, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3520, loss: 1.3520, grad_norm: 6.6729 2020-07-26 19:48:26,192 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 1 day, 8:27:02, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.5038, loss: 1.5038, grad_norm: 7.0695 2020-07-26 19:48:40,069 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 1 day, 8:26:48, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.8616 2020-07-26 19:48:53,215 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 1 day, 8:26:34, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.9766 2020-07-26 19:49:07,167 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 1 day, 8:26:20, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.9730 2020-07-26 19:49:21,594 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 1 day, 8:26:06, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3952, loss: 1.3952, grad_norm: 6.6181 2020-07-26 19:49:35,309 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 1 day, 8:25:52, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.9413 2020-07-26 19:49:49,208 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 1 day, 8:25:38, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.1209 2020-07-26 19:50:04,432 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 1 day, 8:25:25, time: 0.764, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.0290 2020-07-26 19:50:17,677 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 1 day, 8:25:11, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.4010, loss: 1.4010, grad_norm: 6.9378 2020-07-26 19:50:31,874 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 1 day, 8:24:57, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4716, loss: 1.4716, grad_norm: 7.1925 2020-07-26 19:50:46,337 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 1 day, 8:24:43, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4866, loss: 1.4866, grad_norm: 7.2075 2020-07-26 19:51:00,815 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 1 day, 8:24:30, time: 0.722, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.0555 2020-07-26 19:51:13,265 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 1 day, 8:24:15, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4867, loss: 1.4867, grad_norm: 7.1481 2020-07-26 19:51:27,232 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 1 day, 8:24:01, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.0550 2020-07-26 19:51:42,120 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 1 day, 8:23:47, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8547, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.1133 2020-07-26 19:51:56,784 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 1 day, 8:23:34, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.9190 2020-07-26 19:52:10,382 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 1 day, 8:23:20, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8273, loss_cls: 1.5228, loss: 1.5228, grad_norm: 7.0988 2020-07-26 19:52:23,762 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 1 day, 8:23:05, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.1245 2020-07-26 19:52:37,738 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 1 day, 8:22:51, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8320, loss_cls: 1.5376, loss: 1.5376, grad_norm: 7.1522 2020-07-26 19:52:50,994 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 1 day, 8:22:37, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3540, loss: 1.3540, grad_norm: 6.8420 2020-07-26 19:53:04,220 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 1 day, 8:22:22, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4075, loss: 1.4075, grad_norm: 6.9779 2020-07-26 19:53:19,266 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 1 day, 8:22:09, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.0721 2020-07-26 19:53:33,905 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 1 day, 8:21:56, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.4941, loss: 1.4941, grad_norm: 7.1614 2020-07-26 19:53:48,808 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 1 day, 8:21:43, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5686, loss: 1.5686, grad_norm: 7.3442 2020-07-26 19:54:01,531 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 1 day, 8:21:28, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.1460 2020-07-26 19:54:16,497 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 1 day, 8:21:15, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4701, loss: 1.4701, grad_norm: 6.9781 2020-07-26 19:54:29,445 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 1 day, 8:21:00, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4168, loss: 1.4168, grad_norm: 6.9847 2020-07-26 19:54:43,564 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 1 day, 8:20:46, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4042, loss: 1.4042, grad_norm: 6.9893 2020-07-26 19:54:56,687 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 1 day, 8:20:32, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8688, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.0239 2020-07-26 19:55:11,212 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 1 day, 8:20:18, time: 0.723, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.9380 2020-07-26 19:55:25,683 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 1 day, 8:20:04, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.6629 2020-07-26 19:55:38,524 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 1 day, 8:19:50, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5025, loss: 1.5025, grad_norm: 7.1360 2020-07-26 19:55:52,814 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 1 day, 8:19:36, time: 0.717, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.8140 2020-07-26 19:56:06,487 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 1 day, 8:19:22, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.0352 2020-07-26 19:56:21,183 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 1 day, 8:19:08, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4961, loss: 1.4961, grad_norm: 6.9463 2020-07-26 19:56:34,202 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 1 day, 8:18:54, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4763, loss: 1.4763, grad_norm: 6.9342 2020-07-26 19:56:47,941 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 1 day, 8:18:40, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.4983, loss: 1.4983, grad_norm: 7.3770 2020-07-26 19:57:02,630 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 1 day, 8:18:26, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4634, loss: 1.4634, grad_norm: 6.9618 2020-07-26 19:57:17,610 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 1 day, 8:18:13, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.1388 2020-07-26 19:57:30,316 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 1 day, 8:17:58, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.0168 2020-07-26 19:57:45,144 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 1 day, 8:17:45, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.8553 2020-07-26 19:57:58,120 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 1 day, 8:17:30, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.0698 2020-07-26 19:58:11,685 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 1 day, 8:17:16, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4229, loss: 1.4229, grad_norm: 6.9418 2020-07-26 19:58:26,363 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 1 day, 8:17:03, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.9445 2020-07-26 19:58:40,345 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 1 day, 8:16:49, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3852, loss: 1.3852, grad_norm: 6.8467 2020-07-26 19:58:54,626 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 1 day, 8:16:35, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.2139 2020-07-26 19:59:07,208 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 1 day, 8:16:20, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.0452 2020-07-26 19:59:21,465 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 1 day, 8:16:06, time: 0.720, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.9383 2020-07-26 19:59:35,517 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 1 day, 8:15:52, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5064, loss: 1.5064, grad_norm: 7.0728 2020-07-26 19:59:48,593 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 1 day, 8:15:38, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.2026 2020-07-26 20:00:02,235 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 1 day, 8:15:23, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4083, loss: 1.4083, grad_norm: 7.0324 2020-07-26 20:00:17,396 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 1 day, 8:15:10, time: 0.753, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.0163 2020-07-26 20:00:31,399 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 1 day, 8:14:57, time: 0.709, data_time: 0.027, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8336, loss_cls: 1.4650, loss: 1.4650, grad_norm: 6.9125 2020-07-26 20:00:44,370 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 1 day, 8:14:42, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.0342 2020-07-26 20:00:57,741 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 1 day, 8:14:27, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.9091 2020-07-26 20:01:12,520 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 1 day, 8:14:14, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4807, loss: 1.4807, grad_norm: 7.1724 2020-07-26 20:01:25,901 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 1 day, 8:14:00, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4029, loss: 1.4029, grad_norm: 7.2231 2020-07-26 20:01:38,945 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 1 day, 8:13:45, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.0002 2020-07-26 20:01:53,707 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 1 day, 8:13:32, time: 0.738, data_time: 0.001, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.9798 2020-07-26 20:02:06,878 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 1 day, 8:13:17, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.0704 2020-07-26 20:02:20,300 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 1 day, 8:13:03, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8297, loss_cls: 1.5888, loss: 1.5888, grad_norm: 7.3042 2020-07-26 20:02:34,683 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 1 day, 8:12:49, time: 0.719, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4900, loss: 1.4900, grad_norm: 6.9802 2020-07-26 20:02:48,011 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 1 day, 8:12:35, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.9832 2020-07-26 20:03:02,925 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 1 day, 8:12:22, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.8822 2020-07-26 20:03:16,440 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 1 day, 8:12:07, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.2411 2020-07-26 20:03:29,607 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 1 day, 8:11:53, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.9089 2020-07-26 20:03:44,064 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 1 day, 8:11:39, time: 0.721, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.0776 2020-07-26 20:03:58,775 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 1 day, 8:11:26, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.0309 2020-07-26 20:04:12,660 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 1 day, 8:11:12, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3517, loss: 1.3517, grad_norm: 6.8489 2020-07-26 20:04:25,395 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 1 day, 8:10:57, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.9410 2020-07-26 20:04:39,407 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 1 day, 8:10:43, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8398, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.1600 2020-07-26 20:04:53,939 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 1 day, 8:10:30, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.0908 2020-07-26 20:05:07,266 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 1 day, 8:10:15, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3917, loss: 1.3917, grad_norm: 6.8889 2020-07-26 20:05:21,002 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 1 day, 8:10:01, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.4178, loss: 1.4178, grad_norm: 6.9256 2020-07-26 20:05:34,939 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 1 day, 8:09:47, time: 0.697, data_time: 0.003, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.1705 2020-07-26 20:05:48,110 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 1 day, 8:09:32, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.7232 2020-07-26 20:06:01,858 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 1 day, 8:09:18, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4611, loss: 1.4611, grad_norm: 6.9757 2020-07-26 20:06:15,749 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 1 day, 8:09:04, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.0120 2020-07-26 20:06:28,785 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 1 day, 8:08:50, time: 0.652, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.1985 2020-07-26 20:06:43,115 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 1 day, 8:08:36, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.4909, loss: 1.4909, grad_norm: 7.0441 2020-07-26 20:06:56,382 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 1 day, 8:08:22, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4695, loss: 1.4695, grad_norm: 6.9006 2020-07-26 20:07:10,961 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 1 day, 8:08:08, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.0110 2020-07-26 20:07:25,681 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 1 day, 8:07:55, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3816, loss: 1.3816, grad_norm: 6.8779 2020-07-26 20:07:40,308 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 1 day, 8:07:41, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.5518, loss: 1.5518, grad_norm: 7.4148 2020-07-26 20:07:53,724 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 1 day, 8:07:27, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.0795 2020-07-26 20:08:06,854 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 1 day, 8:07:12, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.1770 2020-07-26 20:08:20,233 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 1 day, 8:06:58, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.0719 2020-07-26 20:08:33,964 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 1 day, 8:06:44, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4869, loss: 1.4869, grad_norm: 7.1527 2020-07-26 20:08:49,413 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 1 day, 8:06:31, time: 0.775, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.9666 2020-07-26 20:09:03,175 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 1 day, 8:06:17, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.9015 2020-07-26 20:09:16,943 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 1 day, 8:06:03, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.2637 2020-07-26 20:09:29,927 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 1 day, 8:05:48, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.6809 2020-07-26 20:09:43,495 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 1 day, 8:05:34, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4767, loss: 1.4767, grad_norm: 6.9759 2020-07-26 20:09:57,363 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 1 day, 8:05:20, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8133, loss_cls: 1.5674, loss: 1.5674, grad_norm: 7.3482 2020-07-26 20:10:11,202 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 1 day, 8:05:06, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.8869 2020-07-26 20:10:24,265 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 1 day, 8:04:51, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.3516 2020-07-26 20:10:37,734 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 1 day, 8:04:37, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5295, loss: 1.5295, grad_norm: 7.1229 2020-07-26 20:10:51,838 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 1 day, 8:04:23, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.0056 2020-07-26 20:11:04,890 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 1 day, 8:04:08, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.3932, loss: 1.3932, grad_norm: 6.9243 2020-07-26 20:11:18,766 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 1 day, 8:03:54, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.3289 2020-07-26 20:11:33,347 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 1 day, 8:03:41, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5377, loss: 1.5377, grad_norm: 7.2738 2020-07-26 20:11:46,243 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 1 day, 8:03:26, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8414, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.8860 2020-07-26 20:12:00,506 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 1 day, 8:03:12, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.1590 2020-07-26 20:12:14,161 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 1 day, 8:02:58, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.0499 2020-07-26 20:12:27,706 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 1 day, 8:02:44, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.1701 2020-07-26 20:12:41,510 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 1 day, 8:02:30, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.8589 2020-07-26 20:12:56,881 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 1 day, 8:02:17, time: 0.766, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4413, loss: 1.4413, grad_norm: 6.9318 2020-07-26 20:13:10,991 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 1 day, 8:02:03, time: 0.708, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4376, loss: 1.4376, grad_norm: 6.9242 2020-07-26 20:13:23,864 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 1 day, 8:01:48, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4894, loss: 1.4894, grad_norm: 7.2769 2020-07-26 20:13:36,285 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-26 20:14:04,471 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 1 day, 8:01:24, time: 1.344, data_time: 0.708, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.1188 2020-07-26 20:14:16,370 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 1 day, 8:01:08, time: 0.597, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.3054, loss: 1.3054, grad_norm: 6.6467 2020-07-26 20:14:30,121 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 1 day, 8:00:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.9649 2020-07-26 20:14:42,810 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 1 day, 8:00:39, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.1674 2020-07-26 20:14:56,419 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 1 day, 8:00:25, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3721, loss: 1.3721, grad_norm: 6.7796 2020-07-26 20:15:10,247 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 1 day, 8:00:11, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.0560 2020-07-26 20:15:24,414 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 1 day, 7:59:57, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.0784 2020-07-26 20:15:38,169 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 1 day, 7:59:43, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5349, loss: 1.5349, grad_norm: 7.2704 2020-07-26 20:15:52,466 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 1 day, 7:59:29, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.0979 2020-07-26 20:16:05,473 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 1 day, 7:59:14, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.8504 2020-07-26 20:16:19,812 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 1 day, 7:59:01, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.0199 2020-07-26 20:16:33,514 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 1 day, 7:58:47, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.9280 2020-07-26 20:16:46,729 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 1 day, 7:58:32, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3813, loss: 1.3813, grad_norm: 6.9617 2020-07-26 20:16:59,801 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 1 day, 7:58:17, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.3902, loss: 1.3902, grad_norm: 6.9707 2020-07-26 20:17:13,539 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 1 day, 7:58:03, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3238, loss: 1.3238, grad_norm: 6.8202 2020-07-26 20:17:27,031 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 1 day, 7:57:49, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.1157 2020-07-26 20:17:40,421 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 1 day, 7:57:35, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.4963, loss: 1.4963, grad_norm: 7.2218 2020-07-26 20:17:54,239 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 1 day, 7:57:21, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.8933 2020-07-26 20:18:08,217 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 1 day, 7:57:07, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.1325 2020-07-26 20:18:22,484 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 1 day, 7:56:53, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.4033, loss: 1.4033, grad_norm: 7.1505 2020-07-26 20:18:35,622 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 1 day, 7:56:38, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.2373 2020-07-26 20:18:48,747 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 1 day, 7:56:24, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.0176 2020-07-26 20:19:03,349 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 1 day, 7:56:10, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.1306 2020-07-26 20:19:16,541 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 1 day, 7:55:56, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.1769 2020-07-26 20:19:31,841 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 1 day, 7:55:43, time: 0.764, data_time: 0.006, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5179, loss: 1.5179, grad_norm: 7.2834 2020-07-26 20:19:45,857 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 1 day, 7:55:29, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.2679 2020-07-26 20:19:58,743 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 1 day, 7:55:14, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.0552 2020-07-26 20:20:12,587 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 1 day, 7:55:00, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8586, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.9929 2020-07-26 20:20:25,767 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 1 day, 7:54:46, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.0701 2020-07-26 20:20:38,888 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 1 day, 7:54:31, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.6646 2020-07-26 20:20:52,966 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 1 day, 7:54:17, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.9192 2020-07-26 20:21:06,490 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 1 day, 7:54:03, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.2165 2020-07-26 20:21:21,088 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 1 day, 7:53:50, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.3994, loss: 1.3994, grad_norm: 6.9267 2020-07-26 20:21:35,418 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 1 day, 7:53:36, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.0825 2020-07-26 20:21:48,620 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 1 day, 7:53:21, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.1404 2020-07-26 20:22:02,272 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 1 day, 7:53:07, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.0307 2020-07-26 20:22:15,388 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 1 day, 7:52:53, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.9210 2020-07-26 20:22:28,551 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 1 day, 7:52:38, time: 0.656, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.9784 2020-07-26 20:22:43,833 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 1 day, 7:52:25, time: 0.766, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8672, loss_cls: 1.3323, loss: 1.3323, grad_norm: 6.8438 2020-07-26 20:22:57,317 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 1 day, 7:52:11, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.8124 2020-07-26 20:23:11,314 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 1 day, 7:51:57, time: 0.697, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.5064, loss: 1.5064, grad_norm: 7.0386 2020-07-26 20:23:25,712 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 1 day, 7:51:43, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.2072 2020-07-26 20:23:38,890 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 1 day, 7:51:29, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4899, loss: 1.4899, grad_norm: 7.1100 2020-07-26 20:23:53,562 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 1 day, 7:51:15, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.0796 2020-07-26 20:24:07,219 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 1 day, 7:51:01, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.0474 2020-07-26 20:24:21,439 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 1 day, 7:50:47, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.0932 2020-07-26 20:24:34,789 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 1 day, 7:50:33, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.9662 2020-07-26 20:24:48,769 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 1 day, 7:50:19, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.2518 2020-07-26 20:25:02,247 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 1 day, 7:50:05, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3997, loss: 1.3997, grad_norm: 6.8725 2020-07-26 20:25:16,219 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 1 day, 7:49:51, time: 0.699, data_time: 0.002, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3939, loss: 1.3939, grad_norm: 7.1278 2020-07-26 20:25:29,528 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 1 day, 7:49:36, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8555, loss_cls: 1.4648, loss: 1.4648, grad_norm: 7.3430 2020-07-26 20:25:42,954 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 1 day, 7:49:22, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.0877 2020-07-26 20:25:56,177 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 1 day, 7:49:08, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.1664 2020-07-26 20:26:11,228 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 1 day, 7:48:54, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4894, loss: 1.4894, grad_norm: 7.0136 2020-07-26 20:26:24,370 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 1 day, 7:48:40, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8602, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.0090 2020-07-26 20:26:39,206 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 1 day, 7:48:27, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4209, loss: 1.4209, grad_norm: 7.1994 2020-07-26 20:26:52,106 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 1 day, 7:48:12, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3176, loss: 1.3176, grad_norm: 6.9591 2020-07-26 20:27:05,505 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 1 day, 7:47:57, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4815, loss: 1.4815, grad_norm: 7.0816 2020-07-26 20:27:19,761 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 1 day, 7:47:44, time: 0.710, data_time: 0.004, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.1622 2020-07-26 20:27:33,446 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 1 day, 7:47:30, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.0175 2020-07-26 20:27:48,031 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 1 day, 7:47:16, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4485, loss: 1.4485, grad_norm: 7.0328 2020-07-26 20:28:01,775 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 1 day, 7:47:02, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.2662 2020-07-26 20:28:15,273 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 1 day, 7:46:48, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.3914, loss: 1.3914, grad_norm: 6.9485 2020-07-26 20:28:29,123 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 1 day, 7:46:34, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8438, loss_cls: 1.5044, loss: 1.5044, grad_norm: 7.2847 2020-07-26 20:28:42,134 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 1 day, 7:46:19, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.0052 2020-07-26 20:28:56,314 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 1 day, 7:46:05, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.1072 2020-07-26 20:29:09,510 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 1 day, 7:45:51, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.0690 2020-07-26 20:29:23,271 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 1 day, 7:45:37, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8398, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.2972 2020-07-26 20:29:36,594 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 1 day, 7:45:22, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.7717 2020-07-26 20:29:50,703 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 1 day, 7:45:08, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.9196 2020-07-26 20:30:05,553 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 1 day, 7:44:55, time: 0.745, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.1802 2020-07-26 20:30:19,135 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 1 day, 7:44:41, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4401, loss: 1.4401, grad_norm: 6.9912 2020-07-26 20:30:32,926 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 1 day, 7:44:27, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3874, loss: 1.3874, grad_norm: 7.0483 2020-07-26 20:30:47,110 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 1 day, 7:44:13, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.9885 2020-07-26 20:31:01,437 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 1 day, 7:43:59, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.0682 2020-07-26 20:31:14,027 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 1 day, 7:43:44, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3784, loss: 1.3784, grad_norm: 6.9351 2020-07-26 20:31:28,361 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 1 day, 7:43:31, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.3621 2020-07-26 20:31:41,406 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 1 day, 7:43:16, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.0590 2020-07-26 20:31:54,908 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 1 day, 7:43:02, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4040, loss: 1.4040, grad_norm: 6.9890 2020-07-26 20:32:08,087 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 1 day, 7:42:47, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.1890 2020-07-26 20:32:22,831 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 1 day, 7:42:34, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3974, loss: 1.3974, grad_norm: 6.9228 2020-07-26 20:32:37,183 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 1 day, 7:42:20, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8688, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.3073 2020-07-26 20:32:50,588 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 1 day, 7:42:06, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.1305 2020-07-26 20:33:04,550 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 1 day, 7:41:52, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.8061 2020-07-26 20:33:17,535 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 1 day, 7:41:37, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8453, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.1304 2020-07-26 20:33:32,132 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 1 day, 7:41:24, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.1629 2020-07-26 20:33:47,322 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 1 day, 7:41:11, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.7441 2020-07-26 20:34:00,706 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 1 day, 7:40:57, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.0473 2020-07-26 20:34:14,218 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 1 day, 7:40:42, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.1683 2020-07-26 20:34:27,193 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 1 day, 7:40:28, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.0728 2020-07-26 20:34:41,467 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 1 day, 7:40:14, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3586, loss: 1.3586, grad_norm: 7.0362 2020-07-26 20:34:54,818 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 1 day, 7:39:59, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.0869 2020-07-26 20:35:09,078 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 1 day, 7:39:46, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.0323 2020-07-26 20:35:21,893 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 1 day, 7:39:31, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.1176 2020-07-26 20:35:35,467 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 1 day, 7:39:17, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.9951 2020-07-26 20:35:48,970 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 1 day, 7:39:02, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.1045 2020-07-26 20:36:03,076 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 1 day, 7:38:49, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.9779 2020-07-26 20:36:16,743 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 1 day, 7:38:34, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.9070 2020-07-26 20:36:30,071 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 1 day, 7:38:20, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.4296, loss: 1.4296, grad_norm: 6.8942 2020-07-26 20:36:43,824 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 1 day, 7:38:06, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.4250, loss: 1.4250, grad_norm: 7.0295 2020-07-26 20:36:57,533 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 1 day, 7:37:52, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3926, loss: 1.3926, grad_norm: 6.9962 2020-07-26 20:37:12,082 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 1 day, 7:37:38, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.3846, loss: 1.3846, grad_norm: 7.1267 2020-07-26 20:37:26,416 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 1 day, 7:37:25, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.0935 2020-07-26 20:37:41,315 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 1 day, 7:37:11, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.5111, loss: 1.5111, grad_norm: 7.4456 2020-07-26 20:37:54,974 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 1 day, 7:36:57, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.5517, loss: 1.5517, grad_norm: 7.4128 2020-07-26 20:38:09,962 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 1 day, 7:36:44, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.0584 2020-07-26 20:38:22,652 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 1 day, 7:36:29, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4477, loss: 1.4477, grad_norm: 7.2395 2020-07-26 20:38:37,477 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 1 day, 7:36:16, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4626, loss: 1.4626, grad_norm: 7.2624 2020-07-26 20:38:50,587 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 1 day, 7:36:01, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.4655 2020-07-26 20:39:04,776 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 1 day, 7:35:47, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3219, loss: 1.3219, grad_norm: 6.9417 2020-07-26 20:39:18,956 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 1 day, 7:35:34, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.1124 2020-07-26 20:39:33,113 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 1 day, 7:35:20, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.0726 2020-07-26 20:39:46,330 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 1 day, 7:35:05, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4241, loss: 1.4241, grad_norm: 6.9391 2020-07-26 20:39:59,675 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 1 day, 7:34:51, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.0684 2020-07-26 20:40:13,287 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 1 day, 7:34:37, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4487, loss: 1.4487, grad_norm: 7.0876 2020-07-26 20:40:28,639 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 1 day, 7:34:24, time: 0.768, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.0799 2020-07-26 20:40:42,072 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 1 day, 7:34:10, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8422, loss_cls: 1.5557, loss: 1.5557, grad_norm: 7.2933 2020-07-26 20:40:57,227 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 1 day, 7:33:57, time: 0.756, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4078, loss: 1.4078, grad_norm: 6.8200 2020-07-26 20:41:10,648 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 1 day, 7:33:42, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5342, loss: 1.5342, grad_norm: 7.3907 2020-07-26 20:41:25,400 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 1 day, 7:33:29, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.4906, loss: 1.4906, grad_norm: 7.1047 2020-07-26 20:41:39,329 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 1 day, 7:33:15, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8367, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.9490 2020-07-26 20:41:52,527 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 1 day, 7:33:00, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.7836 2020-07-26 20:42:07,653 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 1 day, 7:32:47, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.5031, loss: 1.5031, grad_norm: 7.1133 2020-07-26 20:42:20,467 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 1 day, 7:32:33, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8258, loss_cls: 1.5652, loss: 1.5652, grad_norm: 7.3006 2020-07-26 20:42:35,125 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 1 day, 7:32:19, time: 0.731, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.1261 2020-07-26 20:42:49,438 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 1 day, 7:32:06, time: 0.717, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.0424 2020-07-26 20:43:02,601 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 1 day, 7:31:51, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5164, loss: 1.5164, grad_norm: 7.2461 2020-07-26 20:43:16,984 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 1 day, 7:31:37, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.9098 2020-07-26 20:43:29,959 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 1 day, 7:31:23, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.0596 2020-07-26 20:43:45,001 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 1 day, 7:31:10, time: 0.756, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.0639 2020-07-26 20:43:57,922 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 1 day, 7:30:55, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8625, loss_cls: 1.3972, loss: 1.3972, grad_norm: 7.1681 2020-07-26 20:44:12,313 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 1 day, 7:30:41, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.0816 2020-07-26 20:44:26,145 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 1 day, 7:30:27, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3332, loss: 1.3332, grad_norm: 6.8441 2020-07-26 20:44:40,091 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 1 day, 7:30:13, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.8653 2020-07-26 20:44:53,186 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 1 day, 7:29:59, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4246, loss: 1.4246, grad_norm: 6.9242 2020-07-26 20:45:07,844 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 1 day, 7:29:45, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.1467 2020-07-26 20:45:21,544 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 1 day, 7:29:31, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3760, loss: 1.3760, grad_norm: 6.9980 2020-07-26 20:45:36,387 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 1 day, 7:29:18, time: 0.743, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.2671 2020-07-26 20:45:49,870 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 1 day, 7:29:04, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4597, loss: 1.4597, grad_norm: 7.0219 2020-07-26 20:46:04,974 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 1 day, 7:28:50, time: 0.758, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.3986 2020-07-26 20:46:17,562 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 1 day, 7:28:35, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.1051 2020-07-26 20:46:32,679 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 1 day, 7:28:22, time: 0.758, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4346, loss: 1.4346, grad_norm: 6.8557 2020-07-26 20:46:45,999 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 1 day, 7:28:08, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5604, loss: 1.5604, grad_norm: 7.3144 2020-07-26 20:47:01,026 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 1 day, 7:27:55, time: 0.756, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.1683 2020-07-26 20:47:14,265 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 1 day, 7:27:40, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3717, loss: 1.3717, grad_norm: 7.0374 2020-07-26 20:47:28,083 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 1 day, 7:27:26, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 1.3411, loss: 1.3411, grad_norm: 7.1455 2020-07-26 20:47:41,628 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 1 day, 7:27:12, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.3373 2020-07-26 20:47:56,401 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 1 day, 7:26:59, time: 0.741, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4520, loss: 1.4520, grad_norm: 7.1333 2020-07-26 20:48:10,481 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 1 day, 7:26:45, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4648, loss: 1.4648, grad_norm: 7.0464 2020-07-26 20:48:23,602 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 1 day, 7:26:30, time: 0.659, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.9192 2020-07-26 20:48:38,305 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 1 day, 7:26:17, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4957, loss: 1.4957, grad_norm: 7.1975 2020-07-26 20:48:52,670 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 1 day, 7:26:03, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.2672 2020-07-26 20:49:06,217 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 1 day, 7:25:49, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8492, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.5960 2020-07-26 20:49:20,417 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 1 day, 7:25:35, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.1264 2020-07-26 20:49:34,028 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 1 day, 7:25:21, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3512, loss: 1.3512, grad_norm: 6.8636 2020-07-26 20:49:47,335 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 1 day, 7:25:07, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.1221 2020-07-26 20:50:00,887 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 1 day, 7:24:52, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.1965 2020-07-26 20:50:14,777 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 1 day, 7:24:38, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.9154 2020-07-26 20:50:28,714 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 1 day, 7:24:25, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8648, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.2249 2020-07-26 20:50:42,466 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 1 day, 7:24:10, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3010, loss: 1.3010, grad_norm: 7.0473 2020-07-26 20:50:55,979 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 1 day, 7:23:56, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.3931 2020-07-26 20:51:10,882 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 1 day, 7:23:43, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3603, loss: 1.3603, grad_norm: 7.0435 2020-07-26 20:51:24,601 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 1 day, 7:23:29, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.1517 2020-07-26 20:51:38,557 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 1 day, 7:23:15, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.8752 2020-07-26 20:51:53,275 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 1 day, 7:23:01, time: 0.736, data_time: 0.003, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.1138 2020-07-26 20:52:07,889 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 1 day, 7:22:48, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5186, loss: 1.5186, grad_norm: 7.2768 2020-07-26 20:52:21,449 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 1 day, 7:22:34, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.0854 2020-07-26 20:52:34,602 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 1 day, 7:22:19, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.1073 2020-07-26 20:52:48,537 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 1 day, 7:22:05, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.4928, loss: 1.4928, grad_norm: 7.2998 2020-07-26 20:53:02,108 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 1 day, 7:21:51, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4875, loss: 1.4875, grad_norm: 7.1143 2020-07-26 20:53:16,474 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 1 day, 7:21:37, time: 0.724, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.0805 2020-07-26 20:53:31,552 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 1 day, 7:21:24, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.1785 2020-07-26 20:53:44,898 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 1 day, 7:21:10, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4033, loss: 1.4033, grad_norm: 7.1347 2020-07-26 20:54:00,066 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 1 day, 7:20:57, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5144, loss: 1.5144, grad_norm: 7.3081 2020-07-26 20:54:13,795 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 1 day, 7:20:43, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5092, loss: 1.5092, grad_norm: 7.3512 2020-07-26 20:54:28,096 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 1 day, 7:20:29, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.1037 2020-07-26 20:54:42,198 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 1 day, 7:20:15, time: 0.712, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.0526 2020-07-26 20:54:55,368 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 1 day, 7:20:01, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.4863, loss: 1.4863, grad_norm: 7.3829 2020-07-26 20:55:09,724 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 1 day, 7:19:47, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.8830 2020-07-26 20:55:23,068 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 1 day, 7:19:33, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4953, loss: 1.4953, grad_norm: 7.3819 2020-07-26 20:55:37,505 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 1 day, 7:19:19, time: 0.722, data_time: 0.002, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.9628 2020-07-26 20:55:50,907 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 1 day, 7:19:05, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3955, loss: 1.3955, grad_norm: 7.1568 2020-07-26 20:56:04,446 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 1 day, 7:18:50, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.0394 2020-07-26 20:56:18,309 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 1 day, 7:18:36, time: 0.693, data_time: 0.003, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4951, loss: 1.4951, grad_norm: 7.4625 2020-07-26 20:56:31,409 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 1 day, 7:18:22, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4797, loss: 1.4797, grad_norm: 7.4275 2020-07-26 20:56:45,730 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 1 day, 7:18:08, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3855, loss: 1.3855, grad_norm: 6.9870 2020-07-26 20:57:00,996 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 1 day, 7:17:55, time: 0.762, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.2774 2020-07-26 20:57:11,916 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-07-26 20:57:33,316 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 1 day, 7:17:25, time: 1.018, data_time: 0.419, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4740, loss: 1.4740, grad_norm: 7.1713 2020-07-26 20:57:47,714 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 1 day, 7:17:12, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.1266 2020-07-26 20:58:00,765 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 1 day, 7:16:57, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3614, loss: 1.3614, grad_norm: 7.2116 2020-07-26 20:58:13,993 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 1 day, 7:16:43, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3388, loss: 1.3388, grad_norm: 6.9392 2020-07-26 20:58:28,480 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 1 day, 7:16:29, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5691, loss: 1.5691, grad_norm: 7.5147 2020-07-26 20:58:42,044 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 1 day, 7:16:15, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.0727 2020-07-26 20:58:56,638 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 1 day, 7:16:01, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.0535 2020-07-26 20:59:10,256 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 1 day, 7:15:47, time: 0.681, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.1848 2020-07-26 20:59:23,548 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 1 day, 7:15:33, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.1303 2020-07-26 20:59:37,919 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 1 day, 7:15:19, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8484, loss_cls: 1.4584, loss: 1.4584, grad_norm: 7.1447 2020-07-26 20:59:51,578 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 1 day, 7:15:05, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.1476 2020-07-26 21:00:08,179 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 1 day, 7:14:53, time: 0.824, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.1189 2020-07-26 21:00:20,727 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 1 day, 7:14:38, time: 0.636, data_time: 0.023, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.0234 2020-07-26 21:00:34,449 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 1 day, 7:14:24, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.5446, loss: 1.5446, grad_norm: 7.3660 2020-07-26 21:00:48,740 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 1 day, 7:14:10, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.2413 2020-07-26 21:01:01,933 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 1 day, 7:13:56, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4251, loss: 1.4251, grad_norm: 6.9257 2020-07-26 21:01:15,941 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 1 day, 7:13:42, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.2717 2020-07-26 21:01:30,711 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 1 day, 7:13:28, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8352, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.0990 2020-07-26 21:01:43,829 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 1 day, 7:13:14, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.7636 2020-07-26 21:01:58,677 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 1 day, 7:13:01, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3772, loss: 1.3772, grad_norm: 7.2602 2020-07-26 21:02:12,726 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 1 day, 7:12:47, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8367, loss_cls: 1.4773, loss: 1.4773, grad_norm: 7.0098 2020-07-26 21:02:25,933 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 1 day, 7:12:32, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.1142 2020-07-26 21:02:40,181 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 1 day, 7:12:19, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.0288 2020-07-26 21:02:54,013 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 1 day, 7:12:04, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.0096 2020-07-26 21:03:07,633 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 1 day, 7:11:50, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5081, loss: 1.5081, grad_norm: 7.1835 2020-07-26 21:03:21,964 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 1 day, 7:11:37, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5080, loss: 1.5080, grad_norm: 7.4444 2020-07-26 21:03:34,705 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 1 day, 7:11:22, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.1910 2020-07-26 21:03:48,356 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 1 day, 7:11:08, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.1623 2020-07-26 21:04:03,933 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 1 day, 7:10:55, time: 0.781, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4676, loss: 1.4676, grad_norm: 7.5051 2020-07-26 21:04:17,106 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 1 day, 7:10:40, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.0307 2020-07-26 21:04:31,680 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 1 day, 7:10:27, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4863, loss: 1.4863, grad_norm: 7.3907 2020-07-26 21:04:45,967 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 1 day, 7:10:13, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.3355 2020-07-26 21:04:59,551 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 1 day, 7:09:59, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.2002 2020-07-26 21:05:12,867 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 1 day, 7:09:45, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4638, loss: 1.4638, grad_norm: 7.2692 2020-07-26 21:05:27,239 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 1 day, 7:09:31, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5449, loss: 1.5449, grad_norm: 7.4101 2020-07-26 21:05:42,449 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 1 day, 7:09:18, time: 0.759, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5321, loss: 1.5321, grad_norm: 7.2776 2020-07-26 21:05:55,295 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 1 day, 7:09:03, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.2391 2020-07-26 21:06:08,801 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 1 day, 7:08:49, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.2808 2020-07-26 21:06:22,963 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 1 day, 7:08:35, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.8218 2020-07-26 21:06:38,064 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 1 day, 7:08:22, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4420, loss: 1.4420, grad_norm: 7.1926 2020-07-26 21:06:51,335 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 1 day, 7:08:08, time: 0.664, data_time: 0.003, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.1442 2020-07-26 21:07:04,676 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 1 day, 7:07:53, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8547, loss_cls: 1.4619, loss: 1.4619, grad_norm: 7.1197 2020-07-26 21:07:19,004 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 1 day, 7:07:40, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4672, loss: 1.4672, grad_norm: 7.3280 2020-07-26 21:07:33,039 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 1 day, 7:07:26, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.0498 2020-07-26 21:07:47,282 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 1 day, 7:07:12, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5670, loss: 1.5670, grad_norm: 7.3902 2020-07-26 21:08:00,834 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 1 day, 7:06:58, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.0952 2020-07-26 21:08:13,682 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 1 day, 7:06:43, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.2511 2020-07-26 21:08:27,459 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 1 day, 7:06:29, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4747, loss: 1.4747, grad_norm: 7.2418 2020-07-26 21:08:40,485 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 1 day, 7:06:14, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.1348 2020-07-26 21:08:54,767 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 1 day, 7:06:00, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3706, loss: 1.3706, grad_norm: 7.1007 2020-07-26 21:09:09,057 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 1 day, 7:05:47, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4760, loss: 1.4760, grad_norm: 7.2546 2020-07-26 21:09:22,814 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 1 day, 7:05:33, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.1420 2020-07-26 21:09:36,676 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 1 day, 7:05:19, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3527, loss: 1.3527, grad_norm: 6.9709 2020-07-26 21:09:50,242 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 1 day, 7:05:04, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4625, loss: 1.4625, grad_norm: 7.2074 2020-07-26 21:10:05,057 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 1 day, 7:04:51, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2718, loss: 1.2718, grad_norm: 6.9010 2020-07-26 21:10:18,414 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 1 day, 7:04:37, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4598, loss: 1.4598, grad_norm: 7.2634 2020-07-26 21:10:33,803 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 1 day, 7:04:24, time: 0.768, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4779, loss: 1.4779, grad_norm: 7.2782 2020-07-26 21:10:47,584 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 1 day, 7:04:10, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4797, loss: 1.4797, grad_norm: 7.4326 2020-07-26 21:11:01,055 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 1 day, 7:03:56, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4926, loss: 1.4926, grad_norm: 7.2312 2020-07-26 21:11:14,133 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 1 day, 7:03:41, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.9846 2020-07-26 21:11:28,333 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 1 day, 7:03:27, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4613, loss: 1.4613, grad_norm: 7.3072 2020-07-26 21:11:42,187 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 1 day, 7:03:13, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4824, loss: 1.4824, grad_norm: 7.2843 2020-07-26 21:11:56,487 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 1 day, 7:02:59, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.1630 2020-07-26 21:12:11,117 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 1 day, 7:02:46, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4007, loss: 1.4007, grad_norm: 7.1175 2020-07-26 21:12:24,857 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 1 day, 7:02:32, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.1545 2020-07-26 21:12:38,622 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 1 day, 7:02:18, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.3185 2020-07-26 21:12:53,277 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 1 day, 7:02:04, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4912, loss: 1.4912, grad_norm: 7.2745 2020-07-26 21:13:06,764 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 1 day, 7:01:50, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5250, loss: 1.5250, grad_norm: 7.2487 2020-07-26 21:13:21,294 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 1 day, 7:01:37, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3814, loss: 1.3814, grad_norm: 6.8726 2020-07-26 21:13:35,410 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 1 day, 7:01:23, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.9276 2020-07-26 21:13:48,773 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 1 day, 7:01:08, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4484, loss: 1.4484, grad_norm: 7.1581 2020-07-26 21:14:02,432 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 1 day, 7:00:54, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.5189, loss: 1.5189, grad_norm: 7.2343 2020-07-26 21:14:16,524 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 1 day, 7:00:40, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4501, loss: 1.4501, grad_norm: 6.9873 2020-07-26 21:14:30,332 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 1 day, 7:00:26, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.3672 2020-07-26 21:14:44,659 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 1 day, 7:00:13, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3799, loss: 1.3799, grad_norm: 7.0675 2020-07-26 21:14:58,064 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 1 day, 6:59:58, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8703, loss_cls: 1.3763, loss: 1.3763, grad_norm: 7.1959 2020-07-26 21:15:11,240 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 1 day, 6:59:44, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.0370 2020-07-26 21:15:25,748 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 1 day, 6:59:30, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.3046 2020-07-26 21:15:38,669 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 1 day, 6:59:16, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.1750 2020-07-26 21:15:51,925 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 1 day, 6:59:01, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3624, loss: 1.3624, grad_norm: 6.9763 2020-07-26 21:16:05,695 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 1 day, 6:58:47, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3478, loss: 1.3478, grad_norm: 6.8939 2020-07-26 21:16:19,661 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 1 day, 6:58:33, time: 0.698, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3972, loss: 1.3972, grad_norm: 7.2249 2020-07-26 21:16:33,792 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 1 day, 6:58:19, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4747, loss: 1.4747, grad_norm: 7.0631 2020-07-26 21:16:48,113 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 1 day, 6:58:06, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3957, loss: 1.3957, grad_norm: 6.9920 2020-07-26 21:17:01,589 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 1 day, 6:57:51, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.2230 2020-07-26 21:17:15,279 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 1 day, 6:57:37, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4766, loss: 1.4766, grad_norm: 7.2189 2020-07-26 21:17:28,964 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 1 day, 6:57:23, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.1463 2020-07-26 21:17:42,532 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 1 day, 6:57:09, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4237, loss: 1.4237, grad_norm: 7.1153 2020-07-26 21:17:57,047 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 1 day, 6:56:55, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.3958, loss: 1.3958, grad_norm: 7.2916 2020-07-26 21:18:11,031 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 1 day, 6:56:41, time: 0.699, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.1550 2020-07-26 21:18:24,430 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 1 day, 6:56:27, time: 0.670, data_time: 0.011, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.0649 2020-07-26 21:18:39,029 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 1 day, 6:56:14, time: 0.730, data_time: 0.003, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4465, loss: 1.4465, grad_norm: 7.1136 2020-07-26 21:18:52,418 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 1 day, 6:55:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8344, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.2348 2020-07-26 21:19:05,509 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 1 day, 6:55:45, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.9334 2020-07-26 21:19:20,052 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 1 day, 6:55:31, time: 0.724, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5334, loss: 1.5334, grad_norm: 7.2237 2020-07-26 21:19:33,686 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 1 day, 6:55:17, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3723, loss: 1.3723, grad_norm: 6.8201 2020-07-26 21:19:47,841 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 1 day, 6:55:03, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4721, loss: 1.4721, grad_norm: 7.3892 2020-07-26 21:20:03,074 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 1 day, 6:54:50, time: 0.765, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.8433 2020-07-26 21:20:17,599 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 1 day, 6:54:37, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4077, loss: 1.4077, grad_norm: 6.9245 2020-07-26 21:20:31,243 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 1 day, 6:54:22, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.3421 2020-07-26 21:20:45,439 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 1 day, 6:54:09, time: 0.716, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.1923 2020-07-26 21:21:00,080 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 1 day, 6:53:55, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.1502 2020-07-26 21:21:14,078 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 1 day, 6:53:41, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.2147 2020-07-26 21:21:27,251 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 1 day, 6:53:27, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.9784 2020-07-26 21:21:41,087 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 1 day, 6:53:13, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.2236 2020-07-26 21:21:55,089 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 1 day, 6:52:59, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8266, loss_cls: 1.4781, loss: 1.4781, grad_norm: 7.0762 2020-07-26 21:22:09,698 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 1 day, 6:52:45, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.0382 2020-07-26 21:22:22,962 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 1 day, 6:52:31, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.3828, loss: 1.3828, grad_norm: 6.9981 2020-07-26 21:22:36,845 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 1 day, 6:52:17, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4906, loss: 1.4906, grad_norm: 7.1283 2020-07-26 21:22:50,864 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 1 day, 6:52:03, time: 0.699, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.2110 2020-07-26 21:23:05,393 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 1 day, 6:51:50, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4862, loss: 1.4862, grad_norm: 7.4201 2020-07-26 21:23:18,610 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 1 day, 6:51:35, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.1329 2020-07-26 21:23:33,341 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 1 day, 6:51:22, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.1443 2020-07-26 21:23:48,022 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 1 day, 6:51:08, time: 0.729, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3717, loss: 1.3717, grad_norm: 7.0466 2020-07-26 21:24:02,847 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 1 day, 6:50:55, time: 0.746, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.4018, loss: 1.4018, grad_norm: 6.9958 2020-07-26 21:24:16,602 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 1 day, 6:50:41, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.0007 2020-07-26 21:24:30,605 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 1 day, 6:50:27, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3923, loss: 1.3923, grad_norm: 6.8631 2020-07-26 21:24:44,344 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 1 day, 6:50:13, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.4673, loss: 1.4673, grad_norm: 7.3215 2020-07-26 21:24:59,156 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 1 day, 6:50:00, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4646, loss: 1.4646, grad_norm: 7.1094 2020-07-26 21:25:12,360 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 1 day, 6:49:45, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.0916 2020-07-26 21:25:26,597 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 1 day, 6:49:31, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8578, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.2268 2020-07-26 21:25:40,203 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 1 day, 6:49:17, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3923, loss: 1.3923, grad_norm: 6.8747 2020-07-26 21:25:54,880 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 1 day, 6:49:04, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8500, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.2319 2020-07-26 21:26:07,695 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 1 day, 6:48:49, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.0591 2020-07-26 21:26:21,716 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 1 day, 6:48:35, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4968, loss: 1.4968, grad_norm: 7.2778 2020-07-26 21:26:35,091 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 1 day, 6:48:21, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4391, loss: 1.4391, grad_norm: 7.0722 2020-07-26 21:26:49,308 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 1 day, 6:48:07, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.1829 2020-07-26 21:27:03,144 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 1 day, 6:47:53, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5247, loss: 1.5247, grad_norm: 7.2631 2020-07-26 21:27:16,610 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 1 day, 6:47:39, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4720, loss: 1.4720, grad_norm: 7.3784 2020-07-26 21:27:30,994 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 1 day, 6:47:25, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.1354 2020-07-26 21:27:43,941 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 1 day, 6:47:10, time: 0.647, data_time: 0.001, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.0307 2020-07-26 21:27:57,364 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 1 day, 6:46:56, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.0078 2020-07-26 21:28:10,721 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 1 day, 6:46:42, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4655, loss: 1.4655, grad_norm: 7.1506 2020-07-26 21:28:25,291 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 1 day, 6:46:28, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.1855 2020-07-26 21:28:39,114 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 1 day, 6:46:14, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.3121 2020-07-26 21:28:52,561 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 1 day, 6:46:00, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.0267 2020-07-26 21:29:07,043 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 1 day, 6:45:46, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4094, loss: 1.4094, grad_norm: 7.0767 2020-07-26 21:29:20,618 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 1 day, 6:45:32, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.1854 2020-07-26 21:29:34,198 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 1 day, 6:45:18, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.8339 2020-07-26 21:29:49,636 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 1 day, 6:45:05, time: 0.770, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.1703 2020-07-26 21:30:04,429 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 1 day, 6:44:52, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8570, loss_cls: 1.4667, loss: 1.4667, grad_norm: 7.2320 2020-07-26 21:30:18,208 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 1 day, 6:44:38, time: 0.689, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.3866 2020-07-26 21:30:32,237 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 1 day, 6:44:24, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.3205 2020-07-26 21:30:45,322 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 1 day, 6:44:09, time: 0.664, data_time: 0.011, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4927, loss: 1.4927, grad_norm: 7.3692 2020-07-26 21:31:00,265 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 1 day, 6:43:56, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3930, loss: 1.3930, grad_norm: 7.1059 2020-07-26 21:31:13,364 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 1 day, 6:43:41, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.2782 2020-07-26 21:31:28,417 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 1 day, 6:43:28, time: 0.750, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.2619 2020-07-26 21:31:41,222 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 1 day, 6:43:13, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.2156 2020-07-26 21:31:55,104 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 1 day, 6:42:59, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.1446 2020-07-26 21:32:08,580 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 1 day, 6:42:45, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.0798 2020-07-26 21:32:22,100 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 1 day, 6:42:31, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5722, loss: 1.5722, grad_norm: 7.5561 2020-07-26 21:32:36,882 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 1 day, 6:42:18, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.3612 2020-07-26 21:32:50,020 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 1 day, 6:42:03, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4381, loss: 1.4381, grad_norm: 7.2198 2020-07-26 21:33:03,664 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 1 day, 6:41:49, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3503, loss: 1.3503, grad_norm: 6.9724 2020-07-26 21:33:17,811 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 1 day, 6:41:35, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.9446 2020-07-26 21:33:31,150 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 1 day, 6:41:21, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.9256 2020-07-26 21:33:45,579 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 1 day, 6:41:07, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.2136 2020-07-26 21:34:00,540 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 1 day, 6:40:54, time: 0.751, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4100, loss: 1.4100, grad_norm: 6.9276 2020-07-26 21:34:14,127 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 1 day, 6:40:40, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.2804 2020-07-26 21:34:28,756 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 1 day, 6:40:26, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4396, loss: 1.4396, grad_norm: 6.9656 2020-07-26 21:34:41,993 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 1 day, 6:40:12, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0996 2020-07-26 21:34:56,644 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 1 day, 6:39:58, time: 0.736, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.1822 2020-07-26 21:35:11,088 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 1 day, 6:39:45, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4474, loss: 1.4474, grad_norm: 7.1508 2020-07-26 21:35:25,308 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 1 day, 6:39:31, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.1005 2020-07-26 21:35:38,708 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 1 day, 6:39:17, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5356, loss: 1.5356, grad_norm: 7.5441 2020-07-26 21:35:52,452 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 1 day, 6:39:02, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.1999 2020-07-26 21:36:05,428 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 1 day, 6:38:48, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3410, loss: 1.3410, grad_norm: 6.9143 2020-07-26 21:36:19,300 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 1 day, 6:38:34, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.3281 2020-07-26 21:36:33,221 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 1 day, 6:38:20, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.2011 2020-07-26 21:36:46,230 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 1 day, 6:38:05, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.0667 2020-07-26 21:36:59,963 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 1 day, 6:37:51, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5210, loss: 1.5210, grad_norm: 7.3135 2020-07-26 21:37:14,229 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 1 day, 6:37:37, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3939, loss: 1.3939, grad_norm: 6.9194 2020-07-26 21:37:29,057 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 1 day, 6:37:24, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8273, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.2425 2020-07-26 21:37:42,788 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 1 day, 6:37:10, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4385, loss: 1.4385, grad_norm: 6.9743 2020-07-26 21:37:56,696 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 1 day, 6:36:56, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.3170 2020-07-26 21:38:11,209 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 1 day, 6:36:43, time: 0.730, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4910, loss: 1.4910, grad_norm: 7.2369 2020-07-26 21:38:23,882 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 1 day, 6:36:28, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.3189 2020-07-26 21:38:38,240 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 1 day, 6:36:14, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8539, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.2015 2020-07-26 21:38:51,422 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 1 day, 6:35:59, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.1065 2020-07-26 21:39:05,962 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 1 day, 6:35:46, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3960, loss: 1.3960, grad_norm: 7.1722 2020-07-26 21:39:18,836 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 1 day, 6:35:31, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.1054 2020-07-26 21:39:33,640 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 1 day, 6:35:18, time: 0.743, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3647, loss: 1.3647, grad_norm: 7.1105 2020-07-26 21:39:46,558 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 1 day, 6:35:03, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.4028, loss: 1.4028, grad_norm: 7.2258 2020-07-26 21:40:01,087 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 1 day, 6:34:50, time: 0.728, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.1952 2020-07-26 21:40:14,874 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 1 day, 6:34:36, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5086, loss: 1.5086, grad_norm: 7.2009 2020-07-26 21:40:27,777 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 1 day, 6:34:21, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4138, loss: 1.4138, grad_norm: 6.9733 2020-07-26 21:40:41,291 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 1 day, 6:34:07, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8328, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.3751 2020-07-26 21:40:53,193 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-07-26 21:41:18,915 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 1 day, 6:33:40, time: 1.202, data_time: 0.558, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.1575 2020-07-26 21:41:32,115 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 1 day, 6:33:25, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.4224, loss: 1.4224, grad_norm: 7.2849 2020-07-26 21:41:44,504 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 1 day, 6:33:10, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.1800 2020-07-26 21:41:58,553 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 1 day, 6:32:56, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.1211 2020-07-26 21:42:12,746 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 1 day, 6:32:42, time: 0.707, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.5186, loss: 1.5186, grad_norm: 7.4117 2020-07-26 21:42:26,295 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 1 day, 6:32:28, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.2656 2020-07-26 21:42:39,817 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 1 day, 6:32:14, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.3396 2020-07-26 21:42:53,594 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 1 day, 6:32:00, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.1393 2020-07-26 21:43:08,197 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 1 day, 6:31:46, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4001, loss: 1.4001, grad_norm: 7.2031 2020-07-26 21:43:21,867 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 1 day, 6:31:32, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.4026 2020-07-26 21:43:36,482 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 1 day, 6:31:19, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8547, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.2328 2020-07-26 21:43:49,184 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 1 day, 6:31:04, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.2743 2020-07-26 21:44:02,845 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 1 day, 6:30:50, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.2095 2020-07-26 21:44:16,056 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 1 day, 6:30:35, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.3441 2020-07-26 21:44:30,101 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 1 day, 6:30:21, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.9843 2020-07-26 21:44:43,834 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 1 day, 6:30:07, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4911, loss: 1.4911, grad_norm: 7.1787 2020-07-26 21:44:58,788 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 1 day, 6:29:54, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.2651 2020-07-26 21:45:13,229 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 1 day, 6:29:40, time: 0.726, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4377, loss: 1.4377, grad_norm: 7.4628 2020-07-26 21:45:26,020 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 1 day, 6:29:26, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.4980, loss: 1.4980, grad_norm: 7.2980 2020-07-26 21:45:41,107 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 1 day, 6:29:13, time: 0.757, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.7501 2020-07-26 21:45:54,047 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 1 day, 6:28:58, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.0953 2020-07-26 21:46:07,555 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 1 day, 6:28:44, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3341, loss: 1.3341, grad_norm: 6.9554 2020-07-26 21:46:22,162 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 1 day, 6:28:30, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.2813 2020-07-26 21:46:35,539 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 1 day, 6:28:16, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.2704 2020-07-26 21:46:50,012 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 1 day, 6:28:02, time: 0.724, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.3410 2020-07-26 21:47:04,131 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 1 day, 6:27:48, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.4386, loss: 1.4386, grad_norm: 7.4816 2020-07-26 21:47:17,672 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 1 day, 6:27:34, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.1457 2020-07-26 21:47:32,380 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 1 day, 6:27:21, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3665, loss: 1.3665, grad_norm: 6.8573 2020-07-26 21:47:45,329 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 1 day, 6:27:06, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.3393 2020-07-26 21:47:58,566 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 1 day, 6:26:52, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.9517 2020-07-26 21:48:13,667 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 1 day, 6:26:39, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.0171 2020-07-26 21:48:27,037 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 1 day, 6:26:24, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.3710 2020-07-26 21:48:42,037 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 1 day, 6:26:11, time: 0.748, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3832, loss: 1.3832, grad_norm: 7.1676 2020-07-26 21:48:54,244 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 1 day, 6:25:56, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5069, loss: 1.5069, grad_norm: 7.4493 2020-07-26 21:49:08,814 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 1 day, 6:25:42, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4541, loss: 1.4541, grad_norm: 7.3440 2020-07-26 21:49:23,283 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 1 day, 6:25:29, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.2456 2020-07-26 21:49:36,160 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 1 day, 6:25:14, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.4262 2020-07-26 21:49:51,270 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 1 day, 6:25:01, time: 0.759, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.2682 2020-07-26 21:50:06,742 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 1 day, 6:24:48, time: 0.774, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5154, loss: 1.5154, grad_norm: 7.5143 2020-07-26 21:50:20,253 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 1 day, 6:24:34, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.3175 2020-07-26 21:50:34,083 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 1 day, 6:24:20, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5226, loss: 1.5226, grad_norm: 7.4620 2020-07-26 21:50:48,430 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 1 day, 6:24:06, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.9299 2020-07-26 21:51:01,591 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 1 day, 6:23:52, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.1250 2020-07-26 21:51:16,616 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 1 day, 6:23:38, time: 0.753, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.4028, loss: 1.4028, grad_norm: 7.2297 2020-07-26 21:51:31,205 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 1 day, 6:23:25, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3180, loss: 1.3180, grad_norm: 7.2072 2020-07-26 21:51:45,582 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 1 day, 6:23:11, time: 0.717, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3432, loss: 1.3432, grad_norm: 7.0312 2020-07-26 21:51:59,073 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 1 day, 6:22:57, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5142, loss: 1.5142, grad_norm: 7.4119 2020-07-26 21:52:12,044 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 1 day, 6:22:42, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.2357 2020-07-26 21:52:26,123 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 1 day, 6:22:29, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3689, loss: 1.3689, grad_norm: 7.0405 2020-07-26 21:52:40,142 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 1 day, 6:22:15, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8602, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.5238 2020-07-26 21:52:53,689 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 1 day, 6:22:00, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.9911 2020-07-26 21:53:07,068 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 1 day, 6:21:46, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.4472 2020-07-26 21:53:20,606 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 1 day, 6:21:32, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.1031 2020-07-26 21:53:34,215 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 1 day, 6:21:18, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4935, loss: 1.4935, grad_norm: 7.4076 2020-07-26 21:53:48,460 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 1 day, 6:21:04, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.3072 2020-07-26 21:54:02,104 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 1 day, 6:20:50, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.3704 2020-07-26 21:54:16,249 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 1 day, 6:20:36, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4422, loss: 1.4422, grad_norm: 6.9695 2020-07-26 21:54:30,578 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 1 day, 6:20:22, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.2653 2020-07-26 21:54:44,627 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 1 day, 6:20:08, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.3521 2020-07-26 21:54:58,620 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 1 day, 6:19:54, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4950, loss: 1.4950, grad_norm: 7.3625 2020-07-26 21:55:12,365 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 1 day, 6:19:40, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3378, loss: 1.3378, grad_norm: 7.0003 2020-07-26 21:55:26,253 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 1 day, 6:19:26, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.3211, loss: 1.3211, grad_norm: 7.0379 2020-07-26 21:55:39,800 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 1 day, 6:19:12, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.4597 2020-07-26 21:55:53,870 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 1 day, 6:18:58, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8539, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.3172 2020-07-26 21:56:07,838 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 1 day, 6:18:44, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.9689 2020-07-26 21:56:22,857 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 1 day, 6:18:31, time: 0.751, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4294, loss: 1.4294, grad_norm: 7.2262 2020-07-26 21:56:35,595 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 1 day, 6:18:16, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5065, loss: 1.5065, grad_norm: 7.4625 2020-07-26 21:56:50,124 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 1 day, 6:18:03, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.3033 2020-07-26 21:57:03,714 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 1 day, 6:17:49, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4633, loss: 1.4633, grad_norm: 7.5387 2020-07-26 21:57:17,346 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 1 day, 6:17:34, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.2380 2020-07-26 21:57:32,379 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 1 day, 6:17:21, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5135, loss: 1.5135, grad_norm: 7.2737 2020-07-26 21:57:45,316 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 1 day, 6:17:07, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.0366 2020-07-26 21:57:59,268 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 1 day, 6:16:53, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.1237 2020-07-26 21:58:13,855 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 1 day, 6:16:39, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.2285 2020-07-26 21:58:28,482 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 1 day, 6:16:26, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.3393 2020-07-26 21:58:41,455 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 1 day, 6:16:11, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3825, loss: 1.3825, grad_norm: 7.1128 2020-07-26 21:58:56,252 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 1 day, 6:15:58, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.1900 2020-07-26 21:59:10,562 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 1 day, 6:15:44, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.2579 2020-07-26 21:59:25,083 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 1 day, 6:15:31, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.2118 2020-07-26 21:59:37,939 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 1 day, 6:15:16, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.0824 2020-07-26 21:59:52,580 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 1 day, 6:15:02, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.2682 2020-07-26 22:00:08,243 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 1 day, 6:14:49, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.3779 2020-07-26 22:00:23,253 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 1 day, 6:14:36, time: 0.831, data_time: 0.093, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.1909 2020-07-26 22:00:36,725 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 1 day, 6:14:22, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3425, loss: 1.3425, grad_norm: 7.1627 2020-07-26 22:00:49,742 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 1 day, 6:14:08, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.9725 2020-07-26 22:01:04,447 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 1 day, 6:13:54, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3865, loss: 1.3865, grad_norm: 7.3065 2020-07-26 22:01:17,271 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 1 day, 6:13:39, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.3633 2020-07-26 22:01:31,257 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 1 day, 6:13:25, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4293, loss: 1.4293, grad_norm: 7.1605 2020-07-26 22:01:44,711 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 1 day, 6:13:11, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.2619 2020-07-26 22:01:59,314 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 1 day, 6:12:58, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.2332 2020-07-26 22:02:13,028 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 1 day, 6:12:44, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.4937, loss: 1.4937, grad_norm: 7.4020 2020-07-26 22:02:26,197 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 1 day, 6:12:29, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4966, loss: 1.4966, grad_norm: 7.4046 2020-07-26 22:02:40,258 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 1 day, 6:12:15, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.0574 2020-07-26 22:02:54,333 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 1 day, 6:12:01, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8547, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.2707 2020-07-26 22:03:07,712 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 1 day, 6:11:47, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.2430 2020-07-26 22:03:21,835 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 1 day, 6:11:33, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.3737 2020-07-26 22:03:35,567 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 1 day, 6:11:19, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.9300 2020-07-26 22:03:48,676 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 1 day, 6:11:05, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.4016 2020-07-26 22:04:03,653 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 1 day, 6:10:51, time: 0.751, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4459, loss: 1.4459, grad_norm: 6.9723 2020-07-26 22:04:16,638 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 1 day, 6:10:37, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4742, loss: 1.4742, grad_norm: 7.3082 2020-07-26 22:04:31,353 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 1 day, 6:10:23, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4898, loss: 1.4898, grad_norm: 7.5120 2020-07-26 22:04:44,421 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 1 day, 6:10:09, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.1675 2020-07-26 22:04:58,884 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 1 day, 6:09:55, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.2090 2020-07-26 22:05:12,636 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 1 day, 6:09:41, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.0852 2020-07-26 22:05:25,840 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 1 day, 6:09:27, time: 0.668, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.0664 2020-07-26 22:05:39,867 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 1 day, 6:09:13, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.3882 2020-07-26 22:05:53,037 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 1 day, 6:08:58, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8594, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.3317 2020-07-26 22:06:08,462 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 1 day, 6:08:45, time: 0.770, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.2366 2020-07-26 22:06:22,642 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 1 day, 6:08:32, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.3454 2020-07-26 22:06:35,656 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 1 day, 6:08:17, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3720, loss: 1.3720, grad_norm: 7.1261 2020-07-26 22:06:49,756 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 1 day, 6:08:03, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.3176 2020-07-26 22:07:05,677 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 1 day, 6:07:51, time: 0.795, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8398, loss_cls: 1.3878, loss: 1.3878, grad_norm: 7.1603 2020-07-26 22:07:18,108 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 1 day, 6:07:36, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.0456 2020-07-26 22:07:31,770 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 1 day, 6:07:21, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.3001 2020-07-26 22:07:45,649 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 1 day, 6:07:07, time: 0.702, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.2732 2020-07-26 22:07:59,381 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 1 day, 6:06:53, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.3143 2020-07-26 22:08:13,909 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 1 day, 6:06:40, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.1630 2020-07-26 22:08:27,854 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 1 day, 6:06:26, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4665, loss: 1.4665, grad_norm: 7.2465 2020-07-26 22:08:40,995 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 1 day, 6:06:11, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.0985 2020-07-26 22:08:54,934 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 1 day, 6:05:57, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.1920 2020-07-26 22:09:08,786 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 1 day, 6:05:43, time: 0.693, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.0915 2020-07-26 22:09:22,231 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 1 day, 6:05:29, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4411, loss: 1.4411, grad_norm: 7.2057 2020-07-26 22:09:35,985 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 1 day, 6:05:15, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.2826 2020-07-26 22:09:50,245 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 1 day, 6:05:01, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5041, loss: 1.5041, grad_norm: 7.7428 2020-07-26 22:10:04,064 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 1 day, 6:04:47, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8492, loss_cls: 1.4796, loss: 1.4796, grad_norm: 7.2984 2020-07-26 22:10:17,686 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 1 day, 6:04:33, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4809, loss: 1.4809, grad_norm: 7.3181 2020-07-26 22:10:33,051 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 1 day, 6:04:20, time: 0.766, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.3104 2020-07-26 22:10:45,935 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 1 day, 6:04:05, time: 0.646, data_time: 0.011, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.3969 2020-07-26 22:11:00,405 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 1 day, 6:03:52, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3505, loss: 1.3505, grad_norm: 6.8939 2020-07-26 22:11:14,934 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 1 day, 6:03:38, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.1491 2020-07-26 22:11:29,115 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 1 day, 6:03:24, time: 0.706, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.0447 2020-07-26 22:11:43,427 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 1 day, 6:03:11, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.0943 2020-07-26 22:11:57,110 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 1 day, 6:02:57, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8367, loss_cls: 1.4597, loss: 1.4597, grad_norm: 7.2785 2020-07-26 22:12:11,737 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 1 day, 6:02:43, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.5959 2020-07-26 22:12:25,425 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 1 day, 6:02:29, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.1428 2020-07-26 22:12:38,950 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 1 day, 6:02:15, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.1889 2020-07-26 22:12:53,703 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 1 day, 6:02:01, time: 0.738, data_time: 0.003, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3826, loss: 1.3826, grad_norm: 7.2739 2020-07-26 22:13:07,223 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 1 day, 6:01:47, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8664, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.2124 2020-07-26 22:13:20,968 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 1 day, 6:01:33, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.0673 2020-07-26 22:13:34,589 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 1 day, 6:01:19, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.2618 2020-07-26 22:13:48,597 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 1 day, 6:01:05, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8477, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.2392 2020-07-26 22:14:01,658 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 1 day, 6:00:50, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.0967 2020-07-26 22:14:16,313 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 1 day, 6:00:37, time: 0.731, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3476, loss: 1.3476, grad_norm: 7.0107 2020-07-26 22:14:29,197 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 1 day, 6:00:22, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4188, loss: 1.4188, grad_norm: 7.2473 2020-07-26 22:14:42,871 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 1 day, 6:00:08, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.3982 2020-07-26 22:14:56,789 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 1 day, 5:59:54, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.3075 2020-07-26 22:15:09,896 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 1 day, 5:59:40, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5290, loss: 1.5290, grad_norm: 7.6407 2020-07-26 22:15:24,846 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 1 day, 5:59:26, time: 0.749, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4892, loss: 1.4892, grad_norm: 7.4773 2020-07-26 22:15:38,351 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 1 day, 5:59:12, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.4511 2020-07-26 22:15:53,378 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 1 day, 5:58:59, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4483, loss: 1.4483, grad_norm: 7.3680 2020-07-26 22:16:06,284 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 1 day, 5:58:44, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.1276 2020-07-26 22:16:20,315 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 1 day, 5:58:30, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4444, loss: 1.4444, grad_norm: 7.2853 2020-07-26 22:16:33,442 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 1 day, 5:58:16, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.4139 2020-07-26 22:16:48,474 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 1 day, 5:58:03, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4317, loss: 1.4317, grad_norm: 7.2449 2020-07-26 22:17:02,802 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 1 day, 5:57:49, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4520, loss: 1.4520, grad_norm: 7.4051 2020-07-26 22:17:15,653 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 1 day, 5:57:34, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.3046 2020-07-26 22:17:29,492 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 1 day, 5:57:20, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.3438 2020-07-26 22:17:44,265 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 1 day, 5:57:07, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.1168 2020-07-26 22:17:58,238 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 1 day, 5:56:53, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5442, loss: 1.5442, grad_norm: 7.7077 2020-07-26 22:18:11,921 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 1 day, 5:56:39, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4233, loss: 1.4233, grad_norm: 7.2938 2020-07-26 22:18:26,928 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 1 day, 5:56:26, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4334, loss: 1.4334, grad_norm: 7.2736 2020-07-26 22:18:39,690 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 1 day, 5:56:11, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.3997, loss: 1.3997, grad_norm: 7.2335 2020-07-26 22:18:53,398 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 1 day, 5:55:57, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.3097 2020-07-26 22:19:07,916 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 1 day, 5:55:43, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4765, loss: 1.4765, grad_norm: 7.1777 2020-07-26 22:19:21,628 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 1 day, 5:55:29, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.1928 2020-07-26 22:19:35,282 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 1 day, 5:55:15, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4831, loss: 1.4831, grad_norm: 7.5877 2020-07-26 22:19:48,991 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 1 day, 5:55:01, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4035, loss: 1.4035, grad_norm: 7.2376 2020-07-26 22:20:03,917 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 1 day, 5:54:48, time: 0.746, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.4931 2020-07-26 22:20:18,460 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 1 day, 5:54:34, time: 0.728, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3845, loss: 1.3845, grad_norm: 6.9724 2020-07-26 22:20:31,907 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 1 day, 5:54:20, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5005, loss: 1.5005, grad_norm: 7.4268 2020-07-26 22:20:45,036 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 1 day, 5:54:05, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.2388 2020-07-26 22:20:58,984 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 1 day, 5:53:51, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.5399 2020-07-26 22:21:12,251 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 1 day, 5:53:37, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8672, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.2765 2020-07-26 22:21:26,705 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 1 day, 5:53:23, time: 0.721, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.2586 2020-07-26 22:21:39,666 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 1 day, 5:53:09, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8633, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.3909 2020-07-26 22:21:54,295 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 1 day, 5:52:55, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.4136, loss: 1.4136, grad_norm: 7.2316 2020-07-26 22:22:08,152 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 1 day, 5:52:41, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.3358 2020-07-26 22:22:22,514 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 1 day, 5:52:28, time: 0.718, data_time: 0.002, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.1315 2020-07-26 22:22:35,692 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 1 day, 5:52:13, time: 0.659, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.3896 2020-07-26 22:22:49,934 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 1 day, 5:51:59, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.2228 2020-07-26 22:23:04,143 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 1 day, 5:51:46, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.3836, loss: 1.3836, grad_norm: 7.1228 2020-07-26 22:23:17,899 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 1 day, 5:51:31, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8633, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.4843 2020-07-26 22:23:32,462 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 1 day, 5:51:18, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5230, loss: 1.5230, grad_norm: 7.5267 2020-07-26 22:23:45,384 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 1 day, 5:51:03, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3640, loss: 1.3640, grad_norm: 7.1643 2020-07-26 22:23:59,387 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 1 day, 5:50:49, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.3054 2020-07-26 22:24:13,399 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 1 day, 5:50:35, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.4178 2020-07-26 22:24:28,313 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 1 day, 5:50:22, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5596, loss: 1.5596, grad_norm: 7.3955 2020-07-26 22:24:39,532 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-07-26 22:25:05,206 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 1 day, 5:49:55, time: 1.215, data_time: 0.581, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8781, loss_cls: 1.3269, loss: 1.3269, grad_norm: 7.2101 2020-07-26 22:25:17,485 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 1 day, 5:49:40, time: 0.614, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.2474 2020-07-26 22:25:31,798 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 1 day, 5:49:27, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4404, loss: 1.4404, grad_norm: 7.4618 2020-07-26 22:25:45,540 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 1 day, 5:49:13, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4694, loss: 1.4694, grad_norm: 7.2778 2020-07-26 22:25:59,061 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 1 day, 5:48:58, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3674, loss: 1.3674, grad_norm: 7.3569 2020-07-26 22:26:12,363 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 1 day, 5:48:44, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.2205 2020-07-26 22:26:26,633 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 1 day, 5:48:30, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8742, loss_cls: 1.3975, loss: 1.3975, grad_norm: 7.3960 2020-07-26 22:26:39,422 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 1 day, 5:48:15, time: 0.644, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.4428 2020-07-26 22:26:53,772 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 1 day, 5:48:02, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8727, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.2200 2020-07-26 22:27:07,872 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 1 day, 5:47:48, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.4648 2020-07-26 22:27:21,599 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 1 day, 5:47:34, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.3303 2020-07-26 22:27:36,480 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 1 day, 5:47:21, time: 0.746, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.1422 2020-07-26 22:27:50,131 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 1 day, 5:47:06, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8484, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.4462 2020-07-26 22:28:02,947 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 1 day, 5:46:52, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.3818 2020-07-26 22:28:18,295 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 1 day, 5:46:39, time: 0.765, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.5313 2020-07-26 22:28:31,669 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 1 day, 5:46:24, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.3204 2020-07-26 22:28:44,695 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 1 day, 5:46:10, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4949, loss: 1.4949, grad_norm: 7.4160 2020-07-26 22:28:58,076 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 1 day, 5:45:55, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.4074 2020-07-26 22:29:12,059 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 1 day, 5:45:41, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.2017 2020-07-26 22:29:25,967 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 1 day, 5:45:28, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4215, loss: 1.4215, grad_norm: 7.2931 2020-07-26 22:29:39,697 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 1 day, 5:45:13, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4444, loss: 1.4444, grad_norm: 7.5925 2020-07-26 22:29:54,177 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 1 day, 5:45:00, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.4418 2020-07-26 22:30:08,266 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 1 day, 5:44:46, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.2517 2020-07-26 22:30:22,045 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 1 day, 5:44:32, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3583, loss: 1.3583, grad_norm: 7.1553 2020-07-26 22:30:35,539 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 1 day, 5:44:18, time: 0.673, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.2164 2020-07-26 22:30:49,145 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 1 day, 5:44:03, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.3909 2020-07-26 22:31:03,958 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 1 day, 5:43:50, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3713, loss: 1.3713, grad_norm: 7.2487 2020-07-26 22:31:18,349 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 1 day, 5:43:37, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.6420 2020-07-26 22:31:31,043 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 1 day, 5:43:22, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3604, loss: 1.3604, grad_norm: 7.2720 2020-07-26 22:31:44,592 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 1 day, 5:43:07, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.3869 2020-07-26 22:31:58,674 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 1 day, 5:42:54, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.0947 2020-07-26 22:32:12,562 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 1 day, 5:42:40, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.3040 2020-07-26 22:32:26,312 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 1 day, 5:42:26, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.2892 2020-07-26 22:32:39,754 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 1 day, 5:42:11, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.1758 2020-07-26 22:32:53,517 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 1 day, 5:41:57, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4396, loss: 1.4396, grad_norm: 7.1574 2020-07-26 22:33:08,240 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 1 day, 5:41:44, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.4698 2020-07-26 22:33:22,303 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 1 day, 5:41:30, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.5168 2020-07-26 22:33:35,706 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 1 day, 5:41:16, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.3426 2020-07-26 22:33:50,202 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 1 day, 5:41:02, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4134, loss: 1.4134, grad_norm: 7.1093 2020-07-26 22:34:04,255 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 1 day, 5:40:48, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.3660 2020-07-26 22:34:17,563 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 1 day, 5:40:34, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.1634 2020-07-26 22:34:31,094 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 1 day, 5:40:20, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.4582, loss: 1.4582, grad_norm: 7.3090 2020-07-26 22:34:45,514 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 1 day, 5:40:06, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4289, loss: 1.4289, grad_norm: 7.1503 2020-07-26 22:34:59,193 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 1 day, 5:39:52, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.2378 2020-07-26 22:35:12,546 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 1 day, 5:39:37, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.3393 2020-07-26 22:35:26,488 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 1 day, 5:39:24, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.3137 2020-07-26 22:35:40,490 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 1 day, 5:39:10, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4172, loss: 1.4172, grad_norm: 7.4121 2020-07-26 22:35:53,712 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 1 day, 5:38:55, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.3465 2020-07-26 22:36:07,020 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 1 day, 5:38:41, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.3166 2020-07-26 22:36:21,093 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 1 day, 5:38:27, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3361, loss: 1.3361, grad_norm: 7.1271 2020-07-26 22:36:34,695 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 1 day, 5:38:13, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.2084 2020-07-26 22:36:49,542 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 1 day, 5:37:59, time: 0.738, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.2068 2020-07-26 22:37:02,403 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 1 day, 5:37:45, time: 0.647, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.2915 2020-07-26 22:37:16,288 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 1 day, 5:37:31, time: 0.691, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4127, loss: 1.4127, grad_norm: 7.2014 2020-07-26 22:37:29,559 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 1 day, 5:37:16, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.1415 2020-07-26 22:37:44,002 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 1 day, 5:37:03, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.0713 2020-07-26 22:37:57,186 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 1 day, 5:36:48, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.3233 2020-07-26 22:38:11,242 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 1 day, 5:36:34, time: 0.700, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4173, loss: 1.4173, grad_norm: 7.2689 2020-07-26 22:38:26,280 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 1 day, 5:36:21, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8445, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.0956 2020-07-26 22:38:40,415 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 1 day, 5:36:07, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.3357 2020-07-26 22:38:53,896 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 1 day, 5:35:53, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.1715 2020-07-26 22:39:07,881 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 1 day, 5:35:39, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4682, loss: 1.4682, grad_norm: 7.5239 2020-07-26 22:39:21,990 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 1 day, 5:35:25, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.1189 2020-07-26 22:39:35,205 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 1 day, 5:35:11, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.4210, loss: 1.4210, grad_norm: 7.1325 2020-07-26 22:39:49,690 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 1 day, 5:34:57, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8422, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.0530 2020-07-26 22:40:03,534 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 1 day, 5:34:43, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.0523 2020-07-26 22:40:16,615 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 1 day, 5:34:29, time: 0.662, data_time: 0.011, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3249, loss: 1.3249, grad_norm: 7.0104 2020-07-26 22:40:31,702 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 1 day, 5:34:16, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8734, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.2249 2020-07-26 22:40:45,004 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 1 day, 5:34:01, time: 0.669, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.3139 2020-07-26 22:41:00,867 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 1 day, 5:33:49, time: 0.792, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.3383 2020-07-26 22:41:13,441 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 1 day, 5:33:34, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.4307 2020-07-26 22:41:27,189 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 1 day, 5:33:20, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.4807 2020-07-26 22:41:40,998 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 1 day, 5:33:06, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.2267 2020-07-26 22:41:56,255 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 1 day, 5:32:52, time: 0.759, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.4297 2020-07-26 22:42:10,135 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 1 day, 5:32:39, time: 0.698, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.4441 2020-07-26 22:42:23,229 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 1 day, 5:32:24, time: 0.652, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.7586 2020-07-26 22:42:37,835 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 1 day, 5:32:11, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3004, loss: 1.3004, grad_norm: 7.2499 2020-07-26 22:42:52,382 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 1 day, 5:31:57, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.2776 2020-07-26 22:43:06,493 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 1 day, 5:31:43, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.4872, loss: 1.4872, grad_norm: 7.5768 2020-07-26 22:43:20,320 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 1 day, 5:31:29, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.1217 2020-07-26 22:43:33,830 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 1 day, 5:31:15, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5488, loss: 1.5488, grad_norm: 7.4386 2020-07-26 22:43:48,534 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 1 day, 5:31:01, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.3628 2020-07-26 22:44:02,870 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 1 day, 5:30:48, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.2161 2020-07-26 22:44:15,773 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 1 day, 5:30:33, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.2993 2020-07-26 22:44:30,400 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 1 day, 5:30:20, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.4962 2020-07-26 22:44:43,801 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 1 day, 5:30:05, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5331, loss: 1.5331, grad_norm: 7.5192 2020-07-26 22:44:57,099 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 1 day, 5:29:51, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4568, loss: 1.4568, grad_norm: 7.4100 2020-07-26 22:45:10,775 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 1 day, 5:29:37, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.2841 2020-07-26 22:45:24,522 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 1 day, 5:29:23, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.2127 2020-07-26 22:45:39,621 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 1 day, 5:29:10, time: 0.752, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.4003 2020-07-26 22:45:53,398 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 1 day, 5:28:56, time: 0.692, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.3437 2020-07-26 22:46:07,243 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 1 day, 5:28:41, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.4060 2020-07-26 22:46:21,524 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 1 day, 5:28:28, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.3638 2020-07-26 22:46:36,171 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 1 day, 5:28:14, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.3630 2020-07-26 22:46:49,732 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 1 day, 5:28:00, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.4201 2020-07-26 22:47:03,294 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 1 day, 5:27:46, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.1785 2020-07-26 22:47:16,674 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 1 day, 5:27:32, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.4190, loss: 1.4190, grad_norm: 7.3934 2020-07-26 22:47:30,361 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 1 day, 5:27:17, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.1991 2020-07-26 22:47:45,648 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 1 day, 5:27:04, time: 0.766, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.0561 2020-07-26 22:47:58,294 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 1 day, 5:26:50, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.4119, loss: 1.4119, grad_norm: 7.0796 2020-07-26 22:48:12,543 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 1 day, 5:26:36, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.4127 2020-07-26 22:48:26,117 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 1 day, 5:26:22, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.2838 2020-07-26 22:48:39,728 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 1 day, 5:26:07, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5210, loss: 1.5210, grad_norm: 7.3157 2020-07-26 22:48:54,024 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 1 day, 5:25:54, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.4030 2020-07-26 22:49:07,070 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 1 day, 5:25:39, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.2785 2020-07-26 22:49:20,950 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 1 day, 5:25:25, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.4895 2020-07-26 22:49:34,757 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 1 day, 5:25:11, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.1293 2020-07-26 22:49:48,915 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 1 day, 5:24:57, time: 0.713, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.1169 2020-07-26 22:50:02,537 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 1 day, 5:24:43, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.3119 2020-07-26 22:50:15,854 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 1 day, 5:24:29, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8633, loss_cls: 1.3648, loss: 1.3648, grad_norm: 7.1412 2020-07-26 22:50:30,038 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 1 day, 5:24:15, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.4857 2020-07-26 22:50:43,523 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 1 day, 5:24:01, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.3583, loss: 1.3583, grad_norm: 7.4363 2020-07-26 22:50:57,119 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 1 day, 5:23:47, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.2452 2020-07-26 22:51:11,756 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 1 day, 5:23:33, time: 0.734, data_time: 0.009, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4769, loss: 1.4769, grad_norm: 7.4240 2020-07-26 22:51:25,886 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 1 day, 5:23:19, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.4470 2020-07-26 22:51:39,928 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 1 day, 5:23:05, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5696, loss: 1.5696, grad_norm: 7.7270 2020-07-26 22:51:53,832 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 1 day, 5:22:51, time: 0.695, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.3623 2020-07-26 22:52:08,640 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 1 day, 5:22:38, time: 0.739, data_time: 0.003, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.5275 2020-07-26 22:52:22,049 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 1 day, 5:22:24, time: 0.673, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.2866 2020-07-26 22:52:36,711 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 1 day, 5:22:10, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3744, loss: 1.3744, grad_norm: 7.4602 2020-07-26 22:52:50,195 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 1 day, 5:21:56, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.4798 2020-07-26 22:53:03,669 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 1 day, 5:21:42, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.2335 2020-07-26 22:53:18,456 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 1 day, 5:21:28, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4007, loss: 1.4007, grad_norm: 7.2094 2020-07-26 22:53:31,618 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 1 day, 5:21:14, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.4421 2020-07-26 22:53:45,685 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 1 day, 5:21:00, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8523, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.5285 2020-07-26 22:54:01,340 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 1 day, 5:20:47, time: 0.779, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3527, loss: 1.3527, grad_norm: 7.2836 2020-07-26 22:54:14,376 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 1 day, 5:20:33, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.4024 2020-07-26 22:54:29,372 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 1 day, 5:20:20, time: 0.748, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.3342 2020-07-26 22:54:42,631 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 1 day, 5:20:05, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.0892 2020-07-26 22:54:57,450 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 1 day, 5:19:52, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.2469 2020-07-26 22:55:10,444 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 1 day, 5:19:37, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.2849 2020-07-26 22:55:24,395 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 1 day, 5:19:23, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3166, loss: 1.3166, grad_norm: 7.0909 2020-07-26 22:55:37,234 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 1 day, 5:19:09, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.2480 2020-07-26 22:55:50,991 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 1 day, 5:18:54, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8602, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.4560 2020-07-26 22:56:05,818 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 1 day, 5:18:41, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5041, loss: 1.5041, grad_norm: 7.5056 2020-07-26 22:56:19,562 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 1 day, 5:18:27, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3681, loss: 1.3681, grad_norm: 7.2352 2020-07-26 22:56:33,332 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 1 day, 5:18:13, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.2766 2020-07-26 22:56:48,944 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 1 day, 5:18:00, time: 0.779, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.2645 2020-07-26 22:57:01,860 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 1 day, 5:17:46, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.4424 2020-07-26 22:57:15,729 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 1 day, 5:17:31, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.2641 2020-07-26 22:57:29,536 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 1 day, 5:17:17, time: 0.697, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.1110 2020-07-26 22:57:44,068 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 1 day, 5:17:04, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.4965 2020-07-26 22:57:57,590 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 1 day, 5:16:50, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4631, loss: 1.4631, grad_norm: 7.3864 2020-07-26 22:58:11,739 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 1 day, 5:16:36, time: 0.705, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.4282 2020-07-26 22:58:26,547 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 1 day, 5:16:23, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4942, loss: 1.4942, grad_norm: 7.6263 2020-07-26 22:58:39,411 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 1 day, 5:16:08, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.4510 2020-07-26 22:58:52,890 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 1 day, 5:15:54, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.1151 2020-07-26 22:59:06,882 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 1 day, 5:15:40, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8594, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.4130 2020-07-26 22:59:20,202 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 1 day, 5:15:25, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.2049 2020-07-26 22:59:33,933 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 1 day, 5:15:11, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.3005 2020-07-26 22:59:48,400 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 1 day, 5:14:58, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.1816 2020-07-26 23:00:01,618 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 1 day, 5:14:43, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4395, loss: 1.4395, grad_norm: 7.2735 2020-07-26 23:00:16,452 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 1 day, 5:14:30, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.2768 2020-07-26 23:00:30,293 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 1 day, 5:14:16, time: 0.695, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.4178, loss: 1.4178, grad_norm: 7.1958 2020-07-26 23:00:44,316 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 1 day, 5:14:02, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3751, loss: 1.3751, grad_norm: 7.3246 2020-07-26 23:00:58,665 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 1 day, 5:13:48, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.2686 2020-07-26 23:01:13,201 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 1 day, 5:13:35, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4785, loss: 1.4785, grad_norm: 7.5669 2020-07-26 23:01:27,112 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 1 day, 5:13:21, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.4402 2020-07-26 23:01:41,388 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 1 day, 5:13:07, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.5172 2020-07-26 23:01:54,362 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 1 day, 5:12:52, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.3031, loss: 1.3031, grad_norm: 6.9483 2020-07-26 23:02:08,910 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 1 day, 5:12:39, time: 0.727, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.2841 2020-07-26 23:02:21,696 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 1 day, 5:12:24, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4778, loss: 1.4778, grad_norm: 7.4439 2020-07-26 23:02:34,949 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 1 day, 5:12:10, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.3349 2020-07-26 23:02:49,112 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 1 day, 5:11:56, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3997, loss: 1.3997, grad_norm: 7.4893 2020-07-26 23:03:02,848 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 1 day, 5:11:42, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.3767 2020-07-26 23:03:15,916 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 1 day, 5:11:27, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.3969 2020-07-26 23:03:29,960 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 1 day, 5:11:13, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.3354 2020-07-26 23:03:45,346 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 1 day, 5:11:00, time: 0.766, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.5191 2020-07-26 23:03:59,071 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 1 day, 5:10:46, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.2723 2020-07-26 23:04:12,382 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 1 day, 5:10:32, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.3244 2020-07-26 23:04:26,234 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 1 day, 5:10:18, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.0262 2020-07-26 23:04:39,503 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 1 day, 5:10:04, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4760, loss: 1.4760, grad_norm: 7.2497 2020-07-26 23:04:53,362 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 1 day, 5:09:50, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4083, loss: 1.4083, grad_norm: 7.4139 2020-07-26 23:05:06,611 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 1 day, 5:09:35, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.5121 2020-07-26 23:05:20,559 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 1 day, 5:09:21, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.4257 2020-07-26 23:05:35,224 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 1 day, 5:09:08, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.5697 2020-07-26 23:05:48,041 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 1 day, 5:08:53, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.3701 2020-07-26 23:06:01,987 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 1 day, 5:08:39, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.6279 2020-07-26 23:06:16,239 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 1 day, 5:08:25, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.4420 2020-07-26 23:06:30,667 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 1 day, 5:08:12, time: 0.724, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.1636 2020-07-26 23:06:44,736 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 1 day, 5:07:58, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.0581 2020-07-26 23:06:57,913 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 1 day, 5:07:43, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.2334 2020-07-26 23:07:12,608 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 1 day, 5:07:30, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.4438 2020-07-26 23:07:26,009 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 1 day, 5:07:16, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.1922 2020-07-26 23:07:40,006 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 1 day, 5:07:02, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.3122 2020-07-26 23:07:53,812 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 1 day, 5:06:48, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.3709 2020-07-26 23:08:07,777 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 1 day, 5:06:34, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.4005 2020-07-26 23:08:20,637 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-26 23:08:45,399 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 1 day, 5:06:06, time: 1.167, data_time: 0.530, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4598, loss: 1.4598, grad_norm: 7.3823 2020-07-26 23:08:57,667 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 1 day, 5:05:51, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.3398 2020-07-26 23:09:11,249 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 1 day, 5:05:37, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.3192 2020-07-26 23:09:25,390 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 1 day, 5:05:23, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.3298 2020-07-26 23:09:38,478 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 1 day, 5:05:09, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3427, loss: 1.3427, grad_norm: 7.1565 2020-07-26 23:09:52,323 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 1 day, 5:04:55, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.3118 2020-07-26 23:10:05,654 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 1 day, 5:04:40, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.3470 2020-07-26 23:10:19,725 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 1 day, 5:04:27, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.4680 2020-07-26 23:10:33,406 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 1 day, 5:04:12, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.3082 2020-07-26 23:10:47,078 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 1 day, 5:03:58, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4975, loss: 1.4975, grad_norm: 7.6625 2020-07-26 23:11:01,618 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 1 day, 5:03:45, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8703, loss_cls: 1.3329, loss: 1.3329, grad_norm: 7.2402 2020-07-26 23:11:15,558 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 1 day, 5:03:31, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.4705, loss: 1.4705, grad_norm: 7.4552 2020-07-26 23:11:29,265 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 1 day, 5:03:17, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.5075 2020-07-26 23:11:42,709 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 1 day, 5:03:02, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.4751 2020-07-26 23:11:56,206 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 1 day, 5:02:48, time: 0.675, data_time: 0.003, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4020, loss: 1.4020, grad_norm: 7.3503 2020-07-26 23:12:10,857 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 1 day, 5:02:35, time: 0.732, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.4382 2020-07-26 23:12:24,651 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 1 day, 5:02:21, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.3273, loss: 1.3273, grad_norm: 7.2745 2020-07-26 23:12:38,119 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 1 day, 5:02:06, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.3071 2020-07-26 23:12:51,352 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 1 day, 5:01:52, time: 0.661, data_time: 0.003, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.5031, loss: 1.5031, grad_norm: 7.5314 2020-07-26 23:13:05,418 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 1 day, 5:01:38, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4658, loss: 1.4658, grad_norm: 7.6025 2020-07-26 23:13:20,493 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 1 day, 5:01:25, time: 0.757, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.3302 2020-07-26 23:13:33,875 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 1 day, 5:01:11, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.3338 2020-07-26 23:13:47,012 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 1 day, 5:00:56, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.3310 2020-07-26 23:14:01,118 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 1 day, 5:00:42, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.2579 2020-07-26 23:14:14,763 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 1 day, 5:00:28, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4621, loss: 1.4621, grad_norm: 7.6646 2020-07-26 23:14:28,992 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 1 day, 5:00:14, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.4677 2020-07-26 23:14:42,449 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 1 day, 5:00:00, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.2839 2020-07-26 23:14:56,328 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 1 day, 4:59:46, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.5065 2020-07-26 23:15:10,802 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 1 day, 4:59:33, time: 0.723, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.4631 2020-07-26 23:15:24,840 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 1 day, 4:59:19, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.3852 2020-07-26 23:15:39,024 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 1 day, 4:59:05, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3974, loss: 1.3974, grad_norm: 7.3380 2020-07-26 23:15:53,366 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 1 day, 4:58:51, time: 0.714, data_time: 0.004, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.4099 2020-07-26 23:16:07,345 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 1 day, 4:58:37, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5128, loss: 1.5128, grad_norm: 7.6109 2020-07-26 23:16:20,255 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 1 day, 4:58:23, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.3438 2020-07-26 23:16:33,849 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 1 day, 4:58:08, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.2814 2020-07-26 23:16:48,493 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 1 day, 4:57:55, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8633, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.5907 2020-07-26 23:17:02,365 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 1 day, 4:57:41, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.3475 2020-07-26 23:17:15,847 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 1 day, 4:57:27, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.1902 2020-07-26 23:17:29,273 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 1 day, 4:57:12, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.3206 2020-07-26 23:17:44,313 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 1 day, 4:56:59, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4783, loss: 1.4783, grad_norm: 7.8389 2020-07-26 23:17:58,264 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 1 day, 4:56:45, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3349, loss: 1.3349, grad_norm: 7.2934 2020-07-26 23:18:11,812 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 1 day, 4:56:31, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3184, loss: 1.3184, grad_norm: 7.0392 2020-07-26 23:18:26,406 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 1 day, 4:56:18, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.4654 2020-07-26 23:18:40,973 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 1 day, 4:56:04, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.3898, loss: 1.3898, grad_norm: 7.3032 2020-07-26 23:18:54,187 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 1 day, 4:55:50, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.5671 2020-07-26 23:19:07,374 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 1 day, 4:55:35, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.2288 2020-07-26 23:19:22,354 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 1 day, 4:55:22, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.5388 2020-07-26 23:19:35,344 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 1 day, 4:55:07, time: 0.646, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.5305 2020-07-26 23:19:49,929 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 1 day, 4:54:54, time: 0.733, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.7049 2020-07-26 23:20:03,940 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 1 day, 4:54:40, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.2342 2020-07-26 23:20:17,416 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 1 day, 4:54:26, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.4145 2020-07-26 23:20:30,458 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 1 day, 4:54:11, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.2174 2020-07-26 23:20:44,245 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 1 day, 4:53:57, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.9386 2020-07-26 23:20:57,830 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 1 day, 4:53:43, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3933, loss: 1.3933, grad_norm: 7.3722 2020-07-26 23:21:11,705 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 1 day, 4:53:29, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.4647 2020-07-26 23:21:24,833 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 1 day, 4:53:14, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3222, loss: 1.3222, grad_norm: 7.0215 2020-07-26 23:21:39,143 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 1 day, 4:53:01, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3153, loss: 1.3153, grad_norm: 7.0703 2020-07-26 23:21:53,656 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 1 day, 4:52:47, time: 0.724, data_time: 0.011, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3265, loss: 1.3265, grad_norm: 7.1878 2020-07-26 23:22:07,185 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 1 day, 4:52:33, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3568, loss: 1.3568, grad_norm: 7.2923 2020-07-26 23:22:20,576 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 1 day, 4:52:19, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.5684 2020-07-26 23:22:35,171 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 1 day, 4:52:05, time: 0.734, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.6321 2020-07-26 23:22:48,094 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 1 day, 4:51:51, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8695, loss_cls: 1.2829, loss: 1.2829, grad_norm: 7.1946 2020-07-26 23:23:01,709 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 1 day, 4:51:36, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3235, loss: 1.3235, grad_norm: 7.2743 2020-07-26 23:23:16,146 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 1 day, 4:51:23, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.4883 2020-07-26 23:23:29,730 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 1 day, 4:51:09, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3340, loss: 1.3340, grad_norm: 7.0555 2020-07-26 23:23:42,663 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 1 day, 4:50:54, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.2888 2020-07-26 23:23:56,138 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 1 day, 4:50:40, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.6948 2020-07-26 23:24:09,772 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 1 day, 4:50:26, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.2904 2020-07-26 23:24:23,398 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 1 day, 4:50:11, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.3115 2020-07-26 23:24:36,881 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 1 day, 4:49:57, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.4630 2020-07-26 23:24:51,940 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 1 day, 4:49:44, time: 0.753, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8500, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.3041 2020-07-26 23:25:05,823 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 1 day, 4:49:30, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.5883 2020-07-26 23:25:19,024 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 1 day, 4:49:16, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.4026 2020-07-26 23:25:32,512 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 1 day, 4:49:01, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4638, loss: 1.4638, grad_norm: 7.5353 2020-07-26 23:25:45,927 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 1 day, 4:48:47, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.2129 2020-07-26 23:26:00,043 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 1 day, 4:48:33, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.6859 2020-07-26 23:26:14,450 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 1 day, 4:48:20, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.4191, loss: 1.4191, grad_norm: 7.2410 2020-07-26 23:26:27,789 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 1 day, 4:48:05, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.4429 2020-07-26 23:26:41,312 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 1 day, 4:47:51, time: 0.678, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5233, loss: 1.5233, grad_norm: 7.5017 2020-07-26 23:26:56,465 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 1 day, 4:47:38, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.4444, loss: 1.4444, grad_norm: 7.4907 2020-07-26 23:27:10,076 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 1 day, 4:47:24, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.4450 2020-07-26 23:27:24,930 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 1 day, 4:47:10, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4592, loss: 1.4592, grad_norm: 7.3005 2020-07-26 23:27:38,710 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 1 day, 4:46:56, time: 0.689, data_time: 0.004, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.4952, loss: 1.4952, grad_norm: 7.5345 2020-07-26 23:27:52,552 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 1 day, 4:46:42, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4845, loss: 1.4845, grad_norm: 7.6130 2020-07-26 23:28:07,182 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 1 day, 4:46:29, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.3867 2020-07-26 23:28:20,210 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 1 day, 4:46:14, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.4051 2020-07-26 23:28:34,650 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 1 day, 4:46:01, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8523, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.3417 2020-07-26 23:28:47,921 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 1 day, 4:45:46, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.1931 2020-07-26 23:29:02,677 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 1 day, 4:45:33, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.4064 2020-07-26 23:29:16,024 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 1 day, 4:45:18, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.5036 2020-07-26 23:29:29,510 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 1 day, 4:45:04, time: 0.674, data_time: 0.003, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.2610 2020-07-26 23:29:43,347 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 1 day, 4:44:50, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8484, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.4635 2020-07-26 23:29:57,282 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 1 day, 4:44:36, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.5112 2020-07-26 23:30:10,485 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 1 day, 4:44:22, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.3548 2020-07-26 23:30:24,047 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 1 day, 4:44:08, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.4251, loss: 1.4251, grad_norm: 7.2801 2020-07-26 23:30:38,834 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 1 day, 4:43:54, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.6136 2020-07-26 23:30:51,906 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 1 day, 4:43:40, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.3133 2020-07-26 23:31:05,538 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 1 day, 4:43:26, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.2713 2020-07-26 23:31:19,776 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 1 day, 4:43:12, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.1770 2020-07-26 23:31:33,207 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 1 day, 4:42:58, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.5836 2020-07-26 23:31:47,201 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 1 day, 4:42:44, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3226, loss: 1.3226, grad_norm: 7.1735 2020-07-26 23:32:00,635 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 1 day, 4:42:29, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.5270 2020-07-26 23:32:14,323 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 1 day, 4:42:15, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.3493 2020-07-26 23:32:28,558 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 1 day, 4:42:02, time: 0.712, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.3465 2020-07-26 23:32:42,345 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 1 day, 4:41:47, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.4295 2020-07-26 23:32:55,930 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 1 day, 4:41:33, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.3129 2020-07-26 23:33:10,182 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 1 day, 4:41:20, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4577, loss: 1.4577, grad_norm: 7.4519 2020-07-26 23:33:23,590 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 1 day, 4:41:05, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.4946 2020-07-26 23:33:37,206 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 1 day, 4:40:51, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.4707 2020-07-26 23:33:51,320 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 1 day, 4:40:37, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.3852 2020-07-26 23:34:05,949 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 1 day, 4:40:24, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.3765 2020-07-26 23:34:19,496 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 1 day, 4:40:10, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.6776 2020-07-26 23:34:33,971 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 1 day, 4:39:56, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8422, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.4581 2020-07-26 23:34:48,527 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 1 day, 4:39:42, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.5810 2020-07-26 23:35:01,781 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 1 day, 4:39:28, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2797, loss: 1.2797, grad_norm: 7.2559 2020-07-26 23:35:16,898 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 1 day, 4:39:15, time: 0.762, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4118, loss: 1.4118, grad_norm: 7.4164 2020-07-26 23:35:30,168 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 1 day, 4:39:00, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.2914 2020-07-26 23:35:45,707 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 1 day, 4:38:48, time: 0.779, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3374, loss: 1.3374, grad_norm: 7.3873 2020-07-26 23:35:58,377 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 1 day, 4:38:33, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.7269 2020-07-26 23:36:12,325 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 1 day, 4:38:19, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.4142 2020-07-26 23:36:25,714 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 1 day, 4:38:05, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4274, loss: 1.4274, grad_norm: 7.5378 2020-07-26 23:36:39,201 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 1 day, 4:37:50, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.5632 2020-07-26 23:36:54,207 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 1 day, 4:37:37, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3719, loss: 1.3719, grad_norm: 7.3015 2020-07-26 23:37:06,763 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 1 day, 4:37:22, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.5645 2020-07-26 23:37:20,135 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 1 day, 4:37:08, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4100, loss: 1.4100, grad_norm: 7.5416 2020-07-26 23:37:34,811 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 1 day, 4:36:54, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8555, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.2896 2020-07-26 23:37:48,700 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 1 day, 4:36:40, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.6152 2020-07-26 23:38:02,644 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 1 day, 4:36:26, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.3916 2020-07-26 23:38:16,099 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 1 day, 4:36:12, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.5076 2020-07-26 23:38:30,078 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 1 day, 4:35:58, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.4272 2020-07-26 23:38:44,429 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 1 day, 4:35:45, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4427, loss: 1.4427, grad_norm: 7.2217 2020-07-26 23:38:58,787 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 1 day, 4:35:31, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.4088 2020-07-26 23:39:12,298 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 1 day, 4:35:17, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3873, loss: 1.3873, grad_norm: 7.5161 2020-07-26 23:39:26,503 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 1 day, 4:35:03, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.4990 2020-07-26 23:39:41,094 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 1 day, 4:34:49, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.4718 2020-07-26 23:39:53,620 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 1 day, 4:34:35, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.4339 2020-07-26 23:40:07,097 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 1 day, 4:34:20, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8609, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.6178 2020-07-26 23:40:21,410 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 1 day, 4:34:07, time: 0.718, data_time: 0.011, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4995, loss: 1.4995, grad_norm: 7.6374 2020-07-26 23:40:35,218 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 1 day, 4:33:53, time: 0.689, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.4855 2020-07-26 23:40:49,222 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 1 day, 4:33:39, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.2081 2020-07-26 23:41:04,140 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 1 day, 4:33:25, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5081, loss: 1.5081, grad_norm: 7.6602 2020-07-26 23:41:17,668 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 1 day, 4:33:11, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3267, loss: 1.3267, grad_norm: 7.2662 2020-07-26 23:41:30,951 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 1 day, 4:32:57, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.1975 2020-07-26 23:41:46,458 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 1 day, 4:32:44, time: 0.777, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.1356 2020-07-26 23:41:59,394 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 1 day, 4:32:29, time: 0.644, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.3178 2020-07-26 23:42:12,700 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 1 day, 4:32:15, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.3763 2020-07-26 23:42:26,905 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 1 day, 4:32:01, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.3480 2020-07-26 23:42:39,833 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 1 day, 4:31:47, time: 0.648, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.3028 2020-07-26 23:42:54,118 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 1 day, 4:31:33, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.5942 2020-07-26 23:43:09,320 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 1 day, 4:31:20, time: 0.762, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.6588 2020-07-26 23:43:22,830 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 1 day, 4:31:05, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.5261 2020-07-26 23:43:36,341 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 1 day, 4:30:51, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.7102 2020-07-26 23:43:50,708 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 1 day, 4:30:38, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8594, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.3186 2020-07-26 23:44:03,873 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 1 day, 4:30:23, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.2977 2020-07-26 23:44:17,267 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 1 day, 4:30:09, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3837, loss: 1.3837, grad_norm: 7.3780 2020-07-26 23:44:31,463 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 1 day, 4:29:55, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.4792 2020-07-26 23:44:46,341 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 1 day, 4:29:42, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.3016 2020-07-26 23:44:58,861 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 1 day, 4:29:27, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4340, loss: 1.4340, grad_norm: 7.3807 2020-07-26 23:45:14,541 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 1 day, 4:29:14, time: 0.782, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4245, loss: 1.4245, grad_norm: 7.6451 2020-07-26 23:45:28,013 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 1 day, 4:29:00, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8430, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.2658 2020-07-26 23:45:42,604 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 1 day, 4:28:46, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3320, loss: 1.3320, grad_norm: 7.5035 2020-07-26 23:45:56,365 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 1 day, 4:28:32, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.3053 2020-07-26 23:46:10,184 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 1 day, 4:28:18, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3721, loss: 1.3721, grad_norm: 7.4946 2020-07-26 23:46:23,696 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 1 day, 4:28:04, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4373, loss: 1.4373, grad_norm: 7.3966 2020-07-26 23:46:38,525 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 1 day, 4:27:51, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4750, loss: 1.4750, grad_norm: 7.6039 2020-07-26 23:46:52,060 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 1 day, 4:27:36, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4149, loss: 1.4149, grad_norm: 7.5038 2020-07-26 23:47:06,189 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 1 day, 4:27:22, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.6059 2020-07-26 23:47:20,116 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 1 day, 4:27:09, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.6099 2020-07-26 23:47:33,437 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 1 day, 4:26:54, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.4635 2020-07-26 23:47:47,610 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 1 day, 4:26:40, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.6768 2020-07-26 23:48:01,594 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 1 day, 4:26:26, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.3543 2020-07-26 23:48:15,485 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 1 day, 4:26:13, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.4767 2020-07-26 23:48:29,182 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 1 day, 4:25:58, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.4709, loss: 1.4709, grad_norm: 7.4918 2020-07-26 23:48:43,251 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 1 day, 4:25:45, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.5488 2020-07-26 23:48:56,951 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 1 day, 4:25:30, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.5882 2020-07-26 23:49:10,463 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 1 day, 4:25:16, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3713, loss: 1.3713, grad_norm: 7.3771 2020-07-26 23:49:24,506 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 1 day, 4:25:02, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.5075, loss: 1.5075, grad_norm: 7.6573 2020-07-26 23:49:37,777 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 1 day, 4:24:48, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.7337 2020-07-26 23:49:51,097 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 1 day, 4:24:34, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.4383 2020-07-26 23:50:05,334 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 1 day, 4:24:20, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.2793 2020-07-26 23:50:19,536 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 1 day, 4:24:06, time: 0.710, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.6712 2020-07-26 23:50:35,044 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 1 day, 4:23:53, time: 0.774, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.2717 2020-07-26 23:50:47,975 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 1 day, 4:23:39, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4397, loss: 1.4397, grad_norm: 7.5943 2020-07-26 23:51:02,766 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 1 day, 4:23:25, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.6368 2020-07-26 23:51:16,763 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 1 day, 4:23:11, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8578, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.5534 2020-07-26 23:51:30,331 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 1 day, 4:22:57, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.5488 2020-07-26 23:51:45,225 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 1 day, 4:22:44, time: 0.747, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.7079 2020-07-26 23:51:56,899 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-07-26 23:52:18,634 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 1 day, 4:22:15, time: 1.053, data_time: 0.408, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3693, loss: 1.3693, grad_norm: 7.3860 2020-07-26 23:52:31,175 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 1 day, 4:22:00, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.2756 2020-07-26 23:52:44,844 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 1 day, 4:21:46, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.3752 2020-07-26 23:52:57,638 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 1 day, 4:21:31, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.6009 2020-07-26 23:53:11,581 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 1 day, 4:21:17, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.6490 2020-07-26 23:53:25,003 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 1 day, 4:21:03, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.3953 2020-07-26 23:53:39,038 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 1 day, 4:20:49, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.4654 2020-07-26 23:53:52,470 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 1 day, 4:20:35, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.7304 2020-07-26 23:54:05,885 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 1 day, 4:20:21, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4719, loss: 1.4719, grad_norm: 7.6724 2020-07-26 23:54:19,458 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 1 day, 4:20:06, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.5117 2020-07-26 23:54:33,131 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 1 day, 4:19:52, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.4136, loss: 1.4136, grad_norm: 7.4285 2020-07-26 23:54:47,151 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 1 day, 4:19:38, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.6256 2020-07-26 23:55:00,748 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 1 day, 4:19:24, time: 0.677, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.4175 2020-07-26 23:55:14,708 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 1 day, 4:19:10, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.2181 2020-07-26 23:55:28,090 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 1 day, 4:18:56, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3878, loss: 1.3878, grad_norm: 7.3494 2020-07-26 23:55:42,647 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 1 day, 4:18:43, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.2736 2020-07-26 23:55:56,240 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 1 day, 4:18:28, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.6072 2020-07-26 23:56:10,392 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 1 day, 4:18:15, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4868, loss: 1.4868, grad_norm: 7.6586 2020-07-26 23:56:23,532 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 1 day, 4:18:00, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8672, loss_cls: 1.3945, loss: 1.3945, grad_norm: 7.4904 2020-07-26 23:56:37,491 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 1 day, 4:17:46, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.6031 2020-07-26 23:56:50,597 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 1 day, 4:17:32, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.3701 2020-07-26 23:57:04,320 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 1 day, 4:17:18, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.5684 2020-07-26 23:57:19,413 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 1 day, 4:17:04, time: 0.753, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.4884 2020-07-26 23:57:32,906 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 1 day, 4:16:50, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.6230 2020-07-26 23:57:45,991 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 1 day, 4:16:36, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.4995 2020-07-26 23:58:00,720 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 1 day, 4:16:22, time: 0.740, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.5979 2020-07-26 23:58:14,823 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 1 day, 4:16:08, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.4685 2020-07-26 23:58:27,754 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 1 day, 4:15:54, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.8437 2020-07-26 23:58:41,805 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 1 day, 4:15:40, time: 0.701, data_time: 0.010, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.4234 2020-07-26 23:58:55,758 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 1 day, 4:15:26, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4099, loss: 1.4099, grad_norm: 7.3578 2020-07-26 23:59:09,548 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 1 day, 4:15:12, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.4245 2020-07-26 23:59:23,325 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 1 day, 4:14:58, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3702, loss: 1.3702, grad_norm: 7.1750 2020-07-26 23:59:36,557 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 1 day, 4:14:44, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3267, loss: 1.3267, grad_norm: 7.0910 2020-07-26 23:59:51,006 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 1 day, 4:14:30, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.4708 2020-07-27 00:00:06,152 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 1 day, 4:14:17, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.5154 2020-07-27 00:00:20,511 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 1 day, 4:14:03, time: 0.730, data_time: 0.015, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.2724 2020-07-27 00:00:34,667 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 1 day, 4:13:49, time: 0.708, data_time: 0.001, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.3689 2020-07-27 00:00:48,070 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 1 day, 4:13:35, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.4311 2020-07-27 00:01:01,868 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 1 day, 4:13:21, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3708, loss: 1.3708, grad_norm: 7.6312 2020-07-27 00:01:15,227 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 1 day, 4:13:07, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2768, loss: 1.2768, grad_norm: 7.1862 2020-07-27 00:01:28,839 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 1 day, 4:12:52, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.3315 2020-07-27 00:01:44,313 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 1 day, 4:12:39, time: 0.776, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4262, loss: 1.4262, grad_norm: 7.5656 2020-07-27 00:01:57,151 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 1 day, 4:12:25, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.4488 2020-07-27 00:02:12,110 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 1 day, 4:12:12, time: 0.750, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.2997 2020-07-27 00:02:25,849 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 1 day, 4:11:57, time: 0.684, data_time: 0.012, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.4950 2020-07-27 00:02:39,528 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 1 day, 4:11:43, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.6924 2020-07-27 00:02:53,509 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 1 day, 4:11:29, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.4109 2020-07-27 00:03:06,428 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 1 day, 4:11:15, time: 0.645, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.4149 2020-07-27 00:03:20,213 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 1 day, 4:11:01, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.4067 2020-07-27 00:03:33,942 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 1 day, 4:10:47, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8500, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.3774 2020-07-27 00:03:47,425 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 1 day, 4:10:32, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.5166 2020-07-27 00:04:01,080 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 1 day, 4:10:18, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.5300 2020-07-27 00:04:15,647 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 1 day, 4:10:05, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.4334 2020-07-27 00:04:30,564 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 1 day, 4:09:52, time: 0.749, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4551, loss: 1.4551, grad_norm: 7.6835 2020-07-27 00:04:43,004 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 1 day, 4:09:37, time: 0.623, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8688, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.4307 2020-07-27 00:04:57,776 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 1 day, 4:09:23, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3720, loss: 1.3720, grad_norm: 7.2236 2020-07-27 00:05:11,316 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 1 day, 4:09:09, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3322, loss: 1.3322, grad_norm: 7.2416 2020-07-27 00:05:25,049 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 1 day, 4:08:55, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.2362 2020-07-27 00:05:39,183 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 1 day, 4:08:41, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.4793 2020-07-27 00:05:54,725 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 1 day, 4:08:28, time: 0.773, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.4732 2020-07-27 00:06:07,663 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 1 day, 4:08:14, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.5055 2020-07-27 00:06:21,127 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 1 day, 4:07:59, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8477, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.6224 2020-07-27 00:06:35,243 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 1 day, 4:07:46, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.6199 2020-07-27 00:06:49,568 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 1 day, 4:07:32, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.5543 2020-07-27 00:07:03,130 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 1 day, 4:07:18, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.5170 2020-07-27 00:07:16,524 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 1 day, 4:07:03, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3863, loss: 1.3863, grad_norm: 7.3503 2020-07-27 00:07:30,386 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 1 day, 4:06:49, time: 0.697, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.5096 2020-07-27 00:07:43,743 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 1 day, 4:06:35, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.4829 2020-07-27 00:07:59,076 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 1 day, 4:06:22, time: 0.770, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.5169 2020-07-27 00:08:11,690 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 1 day, 4:06:07, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.5676 2020-07-27 00:08:25,214 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 1 day, 4:05:53, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5075, loss: 1.5075, grad_norm: 7.7923 2020-07-27 00:08:39,911 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 1 day, 4:05:39, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3274, loss: 1.3274, grad_norm: 7.1479 2020-07-27 00:08:53,356 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 1 day, 4:05:25, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.5410 2020-07-27 00:09:08,043 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 1 day, 4:05:12, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.6326 2020-07-27 00:09:21,723 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 1 day, 4:04:58, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.5606 2020-07-27 00:09:34,823 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 1 day, 4:04:43, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.3604 2020-07-27 00:09:49,126 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 1 day, 4:04:29, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.3173 2020-07-27 00:10:02,777 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 1 day, 4:04:15, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8680, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.5085 2020-07-27 00:10:17,859 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 1 day, 4:04:02, time: 0.754, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.7980 2020-07-27 00:10:30,589 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 1 day, 4:03:47, time: 0.634, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8734, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.3651 2020-07-27 00:10:45,559 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 1 day, 4:03:34, time: 0.751, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8570, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.5838 2020-07-27 00:10:58,946 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 1 day, 4:03:20, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.4565 2020-07-27 00:11:12,054 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 1 day, 4:03:05, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.3551 2020-07-27 00:11:26,372 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 1 day, 4:02:52, time: 0.716, data_time: 0.002, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.4402 2020-07-27 00:11:39,734 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 1 day, 4:02:37, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3113, loss: 1.3113, grad_norm: 7.2158 2020-07-27 00:11:52,977 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 1 day, 4:02:23, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.7507 2020-07-27 00:12:07,697 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 1 day, 4:02:10, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2807, loss: 1.2807, grad_norm: 7.1960 2020-07-27 00:12:21,663 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 1 day, 4:01:56, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3335, loss: 1.3335, grad_norm: 7.1197 2020-07-27 00:12:36,252 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 1 day, 4:01:42, time: 0.730, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.4734 2020-07-27 00:12:49,585 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 1 day, 4:01:28, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.8643 2020-07-27 00:13:03,031 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 1 day, 4:01:13, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3433, loss: 1.3433, grad_norm: 7.3635 2020-07-27 00:13:17,956 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 1 day, 4:01:00, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.6660 2020-07-27 00:13:31,301 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 1 day, 4:00:46, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.2889 2020-07-27 00:13:44,536 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 1 day, 4:00:31, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.5608 2020-07-27 00:13:58,479 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 1 day, 4:00:18, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.6031 2020-07-27 00:14:11,866 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 1 day, 4:00:03, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.3632 2020-07-27 00:14:26,506 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 1 day, 3:59:50, time: 0.735, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4544, loss: 1.4544, grad_norm: 7.4298 2020-07-27 00:14:41,346 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 1 day, 3:59:36, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.4112 2020-07-27 00:14:55,549 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 1 day, 3:59:23, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.2813 2020-07-27 00:15:08,390 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 1 day, 3:59:08, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.5181 2020-07-27 00:15:22,113 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 1 day, 3:58:54, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.3940 2020-07-27 00:15:35,965 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 1 day, 3:58:40, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.6721 2020-07-27 00:15:49,805 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 1 day, 3:58:26, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.6549 2020-07-27 00:16:03,519 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 1 day, 3:58:12, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.5787 2020-07-27 00:16:16,793 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 1 day, 3:57:57, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.4651 2020-07-27 00:16:31,306 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 1 day, 3:57:44, time: 0.728, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4529, loss: 1.4529, grad_norm: 7.4650 2020-07-27 00:16:44,411 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 1 day, 3:57:29, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.9518 2020-07-27 00:16:59,098 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 1 day, 3:57:16, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.4854, loss: 1.4854, grad_norm: 7.4502 2020-07-27 00:17:12,267 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 1 day, 3:57:01, time: 0.656, data_time: 0.011, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.5719 2020-07-27 00:17:25,996 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 1 day, 3:56:47, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5234, loss: 1.5234, grad_norm: 7.9487 2020-07-27 00:17:38,964 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 1 day, 3:56:33, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3768, loss: 1.3768, grad_norm: 7.4680 2020-07-27 00:17:52,514 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 1 day, 3:56:19, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.5106 2020-07-27 00:18:07,100 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 1 day, 3:56:05, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.2095 2020-07-27 00:18:20,522 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 1 day, 3:55:51, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.5798 2020-07-27 00:18:34,089 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 1 day, 3:55:37, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4759, loss: 1.4759, grad_norm: 7.7013 2020-07-27 00:18:47,182 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 1 day, 3:55:22, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.6226 2020-07-27 00:19:00,952 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 1 day, 3:55:08, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.4865, loss: 1.4865, grad_norm: 7.7040 2020-07-27 00:19:14,822 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 1 day, 3:54:54, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.7333 2020-07-27 00:19:28,311 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 1 day, 3:54:40, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.7334 2020-07-27 00:19:42,407 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 1 day, 3:54:26, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4487, loss: 1.4487, grad_norm: 7.7962 2020-07-27 00:19:56,838 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 1 day, 3:54:12, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.1111 2020-07-27 00:20:09,934 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 1 day, 3:53:58, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.1358 2020-07-27 00:20:24,195 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 1 day, 3:53:44, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4166, loss: 1.4166, grad_norm: 7.6636 2020-07-27 00:20:38,510 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 1 day, 3:53:31, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.4736 2020-07-27 00:20:51,314 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 1 day, 3:53:16, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8664, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.7459 2020-07-27 00:21:04,981 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 1 day, 3:53:02, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3755, loss: 1.3755, grad_norm: 7.5605 2020-07-27 00:21:18,326 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 1 day, 3:52:47, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.4086, loss: 1.4086, grad_norm: 7.6283 2020-07-27 00:21:31,762 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 1 day, 3:52:33, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.5086 2020-07-27 00:21:46,808 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 1 day, 3:52:20, time: 0.754, data_time: 0.012, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.7944 2020-07-27 00:22:00,157 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 1 day, 3:52:06, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.3167, loss: 1.3167, grad_norm: 7.2855 2020-07-27 00:22:15,296 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 1 day, 3:51:52, time: 0.754, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4833, loss: 1.4833, grad_norm: 7.8298 2020-07-27 00:22:28,504 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 1 day, 3:51:38, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.4052 2020-07-27 00:22:43,063 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 1 day, 3:51:24, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8492, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.6869 2020-07-27 00:22:55,909 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 1 day, 3:51:10, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.3988 2020-07-27 00:23:10,537 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 1 day, 3:50:56, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8398, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.3954 2020-07-27 00:23:23,006 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 1 day, 3:50:41, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.3741 2020-07-27 00:23:37,464 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 1 day, 3:50:28, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.4784, loss: 1.4784, grad_norm: 7.5635 2020-07-27 00:23:51,753 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 1 day, 3:50:14, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.1580 2020-07-27 00:24:04,728 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 1 day, 3:50:00, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.3062, loss: 1.3062, grad_norm: 7.0539 2020-07-27 00:24:18,663 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 1 day, 3:49:46, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.6982 2020-07-27 00:24:34,161 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 1 day, 3:49:33, time: 0.773, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.5730 2020-07-27 00:24:47,437 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 1 day, 3:49:18, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.3382 2020-07-27 00:25:01,780 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 1 day, 3:49:05, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.3224 2020-07-27 00:25:15,175 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 1 day, 3:48:50, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5123, loss: 1.5123, grad_norm: 7.7970 2020-07-27 00:25:28,450 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 1 day, 3:48:36, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5137, loss: 1.5137, grad_norm: 7.7817 2020-07-27 00:25:42,375 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 1 day, 3:48:22, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4035, loss: 1.4035, grad_norm: 7.3104 2020-07-27 00:25:55,778 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 1 day, 3:48:08, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4195, loss: 1.4195, grad_norm: 7.5763 2020-07-27 00:26:09,885 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 1 day, 3:47:54, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.5316 2020-07-27 00:26:23,542 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 1 day, 3:47:40, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3508, loss: 1.3508, grad_norm: 7.5831 2020-07-27 00:26:38,041 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 1 day, 3:47:26, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.6968 2020-07-27 00:26:51,780 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 1 day, 3:47:12, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.7103 2020-07-27 00:27:05,294 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 1 day, 3:46:58, time: 0.678, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.5961 2020-07-27 00:27:19,457 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 1 day, 3:46:44, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.4932 2020-07-27 00:27:33,897 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 1 day, 3:46:31, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.4621 2020-07-27 00:27:48,519 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 1 day, 3:46:17, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.5939 2020-07-27 00:28:02,184 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 1 day, 3:46:03, time: 0.692, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.5014 2020-07-27 00:28:15,186 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 1 day, 3:45:48, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.3769 2020-07-27 00:28:29,402 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 1 day, 3:45:35, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.5956 2020-07-27 00:28:43,161 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 1 day, 3:45:20, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.4753 2020-07-27 00:28:56,775 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 1 day, 3:45:06, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.7372 2020-07-27 00:29:11,155 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 1 day, 3:44:53, time: 0.719, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.5518 2020-07-27 00:29:24,041 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 1 day, 3:44:38, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.5799 2020-07-27 00:29:37,789 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 1 day, 3:44:24, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.4152 2020-07-27 00:29:52,887 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 1 day, 3:44:11, time: 0.755, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4292, loss: 1.4292, grad_norm: 7.4306 2020-07-27 00:30:06,635 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 1 day, 3:43:57, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4373, loss: 1.4373, grad_norm: 7.4916 2020-07-27 00:30:19,901 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 1 day, 3:43:42, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.3271 2020-07-27 00:30:33,112 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 1 day, 3:43:28, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4739, loss: 1.4739, grad_norm: 7.7501 2020-07-27 00:30:48,005 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 1 day, 3:43:15, time: 0.748, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4031, loss: 1.4031, grad_norm: 7.3905 2020-07-27 00:31:01,151 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 1 day, 3:43:00, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.4441 2020-07-27 00:31:14,596 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 1 day, 3:42:46, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5217, loss: 1.5217, grad_norm: 7.8235 2020-07-27 00:31:28,654 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 1 day, 3:42:32, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3886, loss: 1.3886, grad_norm: 7.3289 2020-07-27 00:31:42,643 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 1 day, 3:42:18, time: 0.699, data_time: 0.003, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.4478 2020-07-27 00:31:56,399 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 1 day, 3:42:04, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3762, loss: 1.3762, grad_norm: 7.4913 2020-07-27 00:32:11,096 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 1 day, 3:41:51, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3497, loss: 1.3497, grad_norm: 7.2856 2020-07-27 00:32:25,092 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 1 day, 3:41:37, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3865, loss: 1.3865, grad_norm: 7.4816 2020-07-27 00:32:38,664 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 1 day, 3:41:23, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8531, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.6913 2020-07-27 00:32:51,945 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 1 day, 3:41:08, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.4566 2020-07-27 00:33:05,956 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 1 day, 3:40:54, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2657, loss: 1.2657, grad_norm: 7.2290 2020-07-27 00:33:19,897 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 1 day, 3:40:40, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.4074 2020-07-27 00:33:34,911 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 1 day, 3:40:27, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.2769 2020-07-27 00:33:48,199 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 1 day, 3:40:13, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4885, loss: 1.4885, grad_norm: 7.5721 2020-07-27 00:34:02,654 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 1 day, 3:39:59, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.6710 2020-07-27 00:34:16,320 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 1 day, 3:39:45, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.6035 2020-07-27 00:34:29,897 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 1 day, 3:39:31, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.3734 2020-07-27 00:34:44,375 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 1 day, 3:39:17, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8555, loss_cls: 1.4038, loss: 1.4038, grad_norm: 7.8512 2020-07-27 00:34:58,428 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 1 day, 3:39:03, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.5569 2020-07-27 00:35:12,082 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 1 day, 3:38:49, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4053, loss: 1.4053, grad_norm: 7.5111 2020-07-27 00:35:23,823 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-07-27 00:35:48,384 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 1 day, 3:38:22, time: 1.158, data_time: 0.545, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4635, loss: 1.4635, grad_norm: 7.3636 2020-07-27 00:36:01,083 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 1 day, 3:38:07, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.3529 2020-07-27 00:36:14,651 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 1 day, 3:37:53, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.2926 2020-07-27 00:36:27,809 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 1 day, 3:37:39, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.6309 2020-07-27 00:36:42,008 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 1 day, 3:37:25, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.7495 2020-07-27 00:36:55,621 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 1 day, 3:37:11, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2847, loss: 1.2847, grad_norm: 7.1663 2020-07-27 00:37:08,773 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 1 day, 3:36:56, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.2395 2020-07-27 00:37:23,361 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 1 day, 3:36:43, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3208, loss: 1.3208, grad_norm: 7.1409 2020-07-27 00:37:36,931 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 1 day, 3:36:29, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.6534 2020-07-27 00:37:49,646 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 1 day, 3:36:14, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4150, loss: 1.4150, grad_norm: 7.6240 2020-07-27 00:38:03,307 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 1 day, 3:36:00, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.3055 2020-07-27 00:38:17,175 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 1 day, 3:35:46, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.5265 2020-07-27 00:38:30,840 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 1 day, 3:35:32, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.2064 2020-07-27 00:38:45,977 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 1 day, 3:35:18, time: 0.757, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8836, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.1398 2020-07-27 00:38:59,559 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 1 day, 3:35:04, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.6152 2020-07-27 00:39:13,714 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 1 day, 3:34:50, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.6950 2020-07-27 00:39:27,147 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 1 day, 3:34:36, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.3902 2020-07-27 00:39:40,891 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 1 day, 3:34:22, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.5105 2020-07-27 00:39:54,101 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 1 day, 3:34:08, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.2410 2020-07-27 00:40:09,221 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 1 day, 3:33:55, time: 0.759, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.5006 2020-07-27 00:40:23,766 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 1 day, 3:33:41, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3607, loss: 1.3607, grad_norm: 7.8027 2020-07-27 00:40:37,558 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 1 day, 3:33:27, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.5400 2020-07-27 00:40:51,433 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 1 day, 3:33:13, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.4177 2020-07-27 00:41:05,754 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 1 day, 3:32:59, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3384, loss: 1.3384, grad_norm: 7.4772 2020-07-27 00:41:19,397 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 1 day, 3:32:45, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.4220 2020-07-27 00:41:32,437 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 1 day, 3:32:31, time: 0.652, data_time: 0.003, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.5746 2020-07-27 00:41:46,113 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 1 day, 3:32:16, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.5476 2020-07-27 00:41:59,528 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 1 day, 3:32:02, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.4693 2020-07-27 00:42:13,960 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 1 day, 3:31:49, time: 0.719, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.7374 2020-07-27 00:42:27,465 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 1 day, 3:31:34, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.4177 2020-07-27 00:42:41,766 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 1 day, 3:31:21, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.4655, loss: 1.4655, grad_norm: 7.7887 2020-07-27 00:42:55,012 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 1 day, 3:31:06, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4772, loss: 1.4772, grad_norm: 7.6115 2020-07-27 00:43:09,157 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 1 day, 3:30:52, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3686, loss: 1.3686, grad_norm: 7.4152 2020-07-27 00:43:23,342 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 1 day, 3:30:39, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4348, loss: 1.4348, grad_norm: 7.8454 2020-07-27 00:43:36,512 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 1 day, 3:30:24, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.7848 2020-07-27 00:43:51,074 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 1 day, 3:30:11, time: 0.733, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4488, loss: 1.4488, grad_norm: 7.5592 2020-07-27 00:44:05,382 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 1 day, 3:29:57, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.6304 2020-07-27 00:44:19,580 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 1 day, 3:29:43, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.6228 2020-07-27 00:44:32,524 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 1 day, 3:29:29, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.6704 2020-07-27 00:44:46,376 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 1 day, 3:29:15, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.2517 2020-07-27 00:44:59,806 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 1 day, 3:29:00, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.7622 2020-07-27 00:45:14,065 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 1 day, 3:28:47, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.6331 2020-07-27 00:45:27,581 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 1 day, 3:28:32, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8664, loss_cls: 1.3905, loss: 1.3905, grad_norm: 7.5625 2020-07-27 00:45:40,973 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 1 day, 3:28:18, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.3871 2020-07-27 00:45:55,292 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 1 day, 3:28:04, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4209, loss: 1.4209, grad_norm: 7.5720 2020-07-27 00:46:10,045 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 1 day, 3:27:51, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.7305 2020-07-27 00:46:23,652 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 1 day, 3:27:37, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.4134 2020-07-27 00:46:37,419 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 1 day, 3:27:23, time: 0.689, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.6018 2020-07-27 00:46:50,857 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 1 day, 3:27:09, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3556, loss: 1.3556, grad_norm: 7.3951 2020-07-27 00:47:04,364 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 1 day, 3:26:54, time: 0.678, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.4520 2020-07-27 00:47:18,702 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 1 day, 3:26:41, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3039, loss: 1.3039, grad_norm: 7.4118 2020-07-27 00:47:32,121 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 1 day, 3:26:26, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3720, loss: 1.3720, grad_norm: 7.2301 2020-07-27 00:47:46,099 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 1 day, 3:26:13, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.5067 2020-07-27 00:47:59,845 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 1 day, 3:25:58, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.7060 2020-07-27 00:48:13,882 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 1 day, 3:25:45, time: 0.700, data_time: 0.012, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.7947 2020-07-27 00:48:27,419 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 1 day, 3:25:30, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.5533 2020-07-27 00:48:41,685 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 1 day, 3:25:17, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.5368 2020-07-27 00:48:55,332 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 1 day, 3:25:03, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.4894 2020-07-27 00:49:08,547 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 1 day, 3:24:48, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.3213 2020-07-27 00:49:22,488 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 1 day, 3:24:34, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4158, loss: 1.4158, grad_norm: 7.5562 2020-07-27 00:49:36,658 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 1 day, 3:24:20, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.5919 2020-07-27 00:49:49,392 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 1 day, 3:24:06, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.4447 2020-07-27 00:50:02,943 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 1 day, 3:23:52, time: 0.678, data_time: 0.013, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4627, loss: 1.4627, grad_norm: 7.8853 2020-07-27 00:50:17,031 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 1 day, 3:23:38, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.6433 2020-07-27 00:50:30,674 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 1 day, 3:23:24, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.4474 2020-07-27 00:50:44,262 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 1 day, 3:23:09, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3343, loss: 1.3343, grad_norm: 7.3787 2020-07-27 00:50:58,970 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 1 day, 3:22:56, time: 0.732, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.4825 2020-07-27 00:51:12,394 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 1 day, 3:22:42, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4425, loss: 1.4425, grad_norm: 7.5913 2020-07-27 00:51:26,573 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 1 day, 3:22:28, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.6308 2020-07-27 00:51:40,549 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 1 day, 3:22:14, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4580, loss: 1.4580, grad_norm: 7.7079 2020-07-27 00:51:54,146 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 1 day, 3:22:00, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.6356 2020-07-27 00:52:07,914 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 1 day, 3:21:46, time: 0.691, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3464, loss: 1.3464, grad_norm: 7.1516 2020-07-27 00:52:21,116 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 1 day, 3:21:31, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.3909, loss: 1.3909, grad_norm: 7.6681 2020-07-27 00:52:36,090 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 1 day, 3:21:18, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.4543 2020-07-27 00:52:48,993 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 1 day, 3:21:04, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.5472 2020-07-27 00:53:03,934 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 1 day, 3:20:50, time: 0.751, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.5429 2020-07-27 00:53:17,659 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 1 day, 3:20:36, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8461, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.6223 2020-07-27 00:53:31,180 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 1 day, 3:20:22, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.4736, loss: 1.4736, grad_norm: 7.5929 2020-07-27 00:53:45,505 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 1 day, 3:20:08, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4140, loss: 1.4140, grad_norm: 7.6338 2020-07-27 00:53:59,202 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 1 day, 3:19:54, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 7.3041 2020-07-27 00:54:12,782 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 1 day, 3:19:40, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.3580 2020-07-27 00:54:26,326 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 1 day, 3:19:26, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.4580 2020-07-27 00:54:40,339 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 1 day, 3:19:12, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.5910 2020-07-27 00:54:54,588 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 1 day, 3:18:58, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4065, loss: 1.4065, grad_norm: 7.5657 2020-07-27 00:55:07,864 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 1 day, 3:18:44, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.3598 2020-07-27 00:55:21,375 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 1 day, 3:18:30, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3405, loss: 1.3405, grad_norm: 7.2611 2020-07-27 00:55:35,298 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 1 day, 3:18:16, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4173, loss: 1.4173, grad_norm: 7.4686 2020-07-27 00:55:49,592 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 1 day, 3:18:02, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.5914 2020-07-27 00:56:02,833 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 1 day, 3:17:48, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3968, loss: 1.3968, grad_norm: 7.4259 2020-07-27 00:56:17,245 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 1 day, 3:17:34, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.5507 2020-07-27 00:56:31,218 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 1 day, 3:17:20, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.6913 2020-07-27 00:56:45,130 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 1 day, 3:17:06, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.3258 2020-07-27 00:56:59,083 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 1 day, 3:16:52, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.6687 2020-07-27 00:57:13,001 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 1 day, 3:16:38, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.4767 2020-07-27 00:57:25,952 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 1 day, 3:16:24, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3488, loss: 1.3488, grad_norm: 7.4866 2020-07-27 00:57:40,447 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 1 day, 3:16:10, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4249, loss: 1.4249, grad_norm: 7.6287 2020-07-27 00:57:53,925 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 1 day, 3:15:56, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.6393 2020-07-27 00:58:08,275 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 1 day, 3:15:42, time: 0.717, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.8328 2020-07-27 00:58:21,714 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 1 day, 3:15:28, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.7076 2020-07-27 00:58:35,994 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 1 day, 3:15:14, time: 0.716, data_time: 0.004, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.8197 2020-07-27 00:58:49,626 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 1 day, 3:15:00, time: 0.682, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.4063, loss: 1.4063, grad_norm: 7.6385 2020-07-27 00:59:03,574 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 1 day, 3:14:46, time: 0.697, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.5317 2020-07-27 00:59:16,835 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 1 day, 3:14:32, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.4189 2020-07-27 00:59:30,655 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 1 day, 3:14:18, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.4514 2020-07-27 00:59:45,282 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 1 day, 3:14:04, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.7799 2020-07-27 00:59:59,550 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 1 day, 3:13:50, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4305, loss: 1.4305, grad_norm: 7.9009 2020-07-27 01:00:14,776 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 1 day, 3:13:37, time: 0.758, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4877, loss: 1.4877, grad_norm: 7.7407 2020-07-27 01:00:28,722 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 1 day, 3:13:23, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.1370 2020-07-27 01:00:41,904 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 1 day, 3:13:09, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.7298 2020-07-27 01:00:55,522 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 1 day, 3:12:55, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3415, loss: 1.3415, grad_norm: 7.5526 2020-07-27 01:01:09,688 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 1 day, 3:12:41, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.8118 2020-07-27 01:01:23,944 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 1 day, 3:12:27, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.6795 2020-07-27 01:01:36,968 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 1 day, 3:12:13, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.4843, loss: 1.4843, grad_norm: 7.9051 2020-07-27 01:01:50,905 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 1 day, 3:11:59, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5336, loss: 1.5336, grad_norm: 7.7557 2020-07-27 01:02:05,536 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 1 day, 3:11:45, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3306, loss: 1.3306, grad_norm: 7.2740 2020-07-27 01:02:19,216 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 1 day, 3:11:31, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.6092 2020-07-27 01:02:32,954 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 1 day, 3:11:17, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8430, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.3524 2020-07-27 01:02:46,861 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 1 day, 3:11:03, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3440, loss: 1.3440, grad_norm: 7.5711 2020-07-27 01:03:00,369 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 1 day, 3:10:49, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4181, loss: 1.4181, grad_norm: 7.7039 2020-07-27 01:03:14,589 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 1 day, 3:10:35, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3836, loss: 1.3836, grad_norm: 7.5104 2020-07-27 01:03:28,478 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 1 day, 3:10:21, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3958, loss: 1.3958, grad_norm: 8.0612 2020-07-27 01:03:42,568 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 1 day, 3:10:07, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2950, loss: 1.2950, grad_norm: 7.1700 2020-07-27 01:03:57,336 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 1 day, 3:09:54, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3800, loss: 1.3800, grad_norm: 7.6139 2020-07-27 01:04:11,325 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 1 day, 3:09:40, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.3825, loss: 1.3825, grad_norm: 7.5520 2020-07-27 01:04:25,618 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 1 day, 3:09:26, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.5771 2020-07-27 01:04:38,924 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 1 day, 3:09:12, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.5078 2020-07-27 01:04:52,553 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 1 day, 3:08:58, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.7684 2020-07-27 01:05:06,427 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 1 day, 3:08:44, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3985, loss: 1.3985, grad_norm: 7.6835 2020-07-27 01:05:19,290 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 1 day, 3:08:29, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8430, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.6638 2020-07-27 01:05:33,999 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 1 day, 3:08:16, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4448, loss: 1.4448, grad_norm: 7.9270 2020-07-27 01:05:47,026 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 1 day, 3:08:01, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3408, loss: 1.3408, grad_norm: 7.5574 2020-07-27 01:06:01,433 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 1 day, 3:07:48, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8727, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.7795 2020-07-27 01:06:14,442 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 1 day, 3:07:33, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.8646 2020-07-27 01:06:28,565 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 1 day, 3:07:19, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4222, loss: 1.4222, grad_norm: 7.6254 2020-07-27 01:06:41,595 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 1 day, 3:07:05, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.5202 2020-07-27 01:06:56,454 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 1 day, 3:06:51, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.6201 2020-07-27 01:07:11,506 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 1 day, 3:06:38, time: 0.755, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.5117 2020-07-27 01:07:24,623 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 1 day, 3:06:24, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4242, loss: 1.4242, grad_norm: 7.6775 2020-07-27 01:07:38,626 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 1 day, 3:06:10, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.5794 2020-07-27 01:07:51,843 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 1 day, 3:05:55, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.5258 2020-07-27 01:08:05,402 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 1 day, 3:05:41, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4071, loss: 1.4071, grad_norm: 7.4392 2020-07-27 01:08:19,617 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 1 day, 3:05:28, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.5250 2020-07-27 01:08:32,981 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 1 day, 3:05:13, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8695, loss_cls: 1.3776, loss: 1.3776, grad_norm: 7.5673 2020-07-27 01:08:46,713 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 1 day, 3:04:59, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.4944 2020-07-27 01:09:00,386 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 1 day, 3:04:45, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.5888 2020-07-27 01:09:14,784 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 1 day, 3:04:31, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3306, loss: 1.3306, grad_norm: 7.3730 2020-07-27 01:09:29,196 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 1 day, 3:04:18, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3938, loss: 1.3938, grad_norm: 7.4921 2020-07-27 01:09:42,441 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 1 day, 3:04:03, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.5003 2020-07-27 01:09:56,360 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 1 day, 3:03:49, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.6838 2020-07-27 01:10:11,645 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 1 day, 3:03:36, time: 0.767, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3930, loss: 1.3930, grad_norm: 7.5260 2020-07-27 01:10:24,884 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 1 day, 3:03:22, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5030, loss: 1.5030, grad_norm: 7.7797 2020-07-27 01:10:38,748 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 1 day, 3:03:08, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4588, loss: 1.4588, grad_norm: 7.6975 2020-07-27 01:10:52,339 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 1 day, 3:02:54, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.4841 2020-07-27 01:11:06,044 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 1 day, 3:02:40, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4263, loss: 1.4263, grad_norm: 7.6002 2020-07-27 01:11:20,694 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 1 day, 3:02:26, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3898, loss: 1.3898, grad_norm: 7.5368 2020-07-27 01:11:33,710 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 1 day, 3:02:12, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4841, loss: 1.4841, grad_norm: 7.9194 2020-07-27 01:11:47,627 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 1 day, 3:01:58, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4631, loss: 1.4631, grad_norm: 7.5217 2020-07-27 01:12:01,724 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 1 day, 3:01:44, time: 0.706, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.3688 2020-07-27 01:12:15,040 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 1 day, 3:01:30, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.5013 2020-07-27 01:12:29,009 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 1 day, 3:01:16, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.7702 2020-07-27 01:12:42,826 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 1 day, 3:01:02, time: 0.693, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4026, loss: 1.4026, grad_norm: 7.4374 2020-07-27 01:12:57,422 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 1 day, 3:00:48, time: 0.727, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.5467 2020-07-27 01:13:10,324 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 1 day, 3:00:34, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.7602 2020-07-27 01:13:24,648 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 1 day, 3:00:20, time: 0.714, data_time: 0.004, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.3161 2020-07-27 01:13:37,913 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 1 day, 3:00:06, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.5337 2020-07-27 01:13:51,708 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 1 day, 2:59:52, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.3647 2020-07-27 01:14:05,953 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 1 day, 2:59:38, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.7214 2020-07-27 01:14:19,673 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 1 day, 2:59:24, time: 0.686, data_time: 0.003, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.6722 2020-07-27 01:14:33,801 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 1 day, 2:59:10, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.7892 2020-07-27 01:14:47,023 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 1 day, 2:58:56, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3291, loss: 1.3291, grad_norm: 7.6083 2020-07-27 01:15:01,800 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 1 day, 2:58:42, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5208, loss: 1.5208, grad_norm: 8.0263 2020-07-27 01:15:15,184 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 1 day, 2:58:28, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.4850, loss: 1.4850, grad_norm: 7.9688 2020-07-27 01:15:28,086 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 1 day, 2:58:13, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.2684 2020-07-27 01:15:43,394 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 1 day, 2:58:00, time: 0.767, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.5419 2020-07-27 01:15:57,430 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 1 day, 2:57:46, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.4826 2020-07-27 01:16:12,096 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 1 day, 2:57:33, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4309, loss: 1.4309, grad_norm: 7.6894 2020-07-27 01:16:25,170 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 1 day, 2:57:18, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3935, loss: 1.3935, grad_norm: 7.4797 2020-07-27 01:16:39,044 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 1 day, 2:57:04, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.6622 2020-07-27 01:16:53,496 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 1 day, 2:56:51, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.4366, loss: 1.4366, grad_norm: 7.5207 2020-07-27 01:17:06,857 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 1 day, 2:56:36, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.6376 2020-07-27 01:17:20,989 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 1 day, 2:56:23, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8391, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.6857 2020-07-27 01:17:35,032 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 1 day, 2:56:09, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4550, loss: 1.4550, grad_norm: 7.8286 2020-07-27 01:17:47,730 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 1 day, 2:55:54, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.5813 2020-07-27 01:18:01,246 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 1 day, 2:55:40, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.5272 2020-07-27 01:18:15,642 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 1 day, 2:55:26, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4406, loss: 1.4406, grad_norm: 7.7646 2020-07-27 01:18:29,108 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 1 day, 2:55:12, time: 0.671, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.7200 2020-07-27 01:18:42,742 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 1 day, 2:54:58, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.5193 2020-07-27 01:18:54,142 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-07-27 01:19:19,249 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 1 day, 2:54:30, time: 1.150, data_time: 0.541, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3207, loss: 1.3207, grad_norm: 7.3602 2020-07-27 01:19:31,646 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 1 day, 2:54:16, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2227, loss: 1.2227, grad_norm: 7.0825 2020-07-27 01:19:45,579 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 1 day, 2:54:02, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.3432 2020-07-27 01:19:59,494 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 1 day, 2:53:48, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.5378 2020-07-27 01:20:12,614 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 1 day, 2:53:33, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.6074 2020-07-27 01:20:28,065 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 1 day, 2:53:20, time: 0.776, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8734, loss_cls: 1.3433, loss: 1.3433, grad_norm: 7.4268 2020-07-27 01:20:42,117 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 1 day, 2:53:06, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.6994 2020-07-27 01:20:55,599 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 1 day, 2:52:52, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.8093 2020-07-27 01:21:09,444 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 1 day, 2:52:38, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.5973 2020-07-27 01:21:22,379 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 1 day, 2:52:24, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.6756 2020-07-27 01:21:36,705 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 1 day, 2:52:10, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.5834 2020-07-27 01:21:50,821 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 1 day, 2:51:56, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3555, loss: 1.3555, grad_norm: 7.5304 2020-07-27 01:22:04,016 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 1 day, 2:51:42, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3676, loss: 1.3676, grad_norm: 7.5643 2020-07-27 01:22:18,141 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 1 day, 2:51:28, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2380, loss: 1.2380, grad_norm: 7.2327 2020-07-27 01:22:31,320 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 1 day, 2:51:13, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3042, loss: 1.3042, grad_norm: 7.4276 2020-07-27 01:22:44,577 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 1 day, 2:50:59, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.6000 2020-07-27 01:22:58,601 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 1 day, 2:50:45, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.7685 2020-07-27 01:23:12,397 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 1 day, 2:50:31, time: 0.693, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.6702 2020-07-27 01:23:27,062 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 1 day, 2:50:18, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3945, loss: 1.3945, grad_norm: 7.5569 2020-07-27 01:23:40,381 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 1 day, 2:50:03, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.4542 2020-07-27 01:23:54,478 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 1 day, 2:49:49, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.6839 2020-07-27 01:24:08,701 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 1 day, 2:49:36, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.7026 2020-07-27 01:24:22,273 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 1 day, 2:49:22, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.5450 2020-07-27 01:24:37,258 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 1 day, 2:49:08, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.5297 2020-07-27 01:24:50,072 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 1 day, 2:48:54, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3262, loss: 1.3262, grad_norm: 7.5179 2020-07-27 01:25:04,130 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 1 day, 2:48:40, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.5486 2020-07-27 01:25:17,438 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 1 day, 2:48:25, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8680, loss_cls: 1.3550, loss: 1.3550, grad_norm: 7.5924 2020-07-27 01:25:31,762 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 1 day, 2:48:12, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3514, loss: 1.3514, grad_norm: 7.6728 2020-07-27 01:25:45,690 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 1 day, 2:47:58, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.8650 2020-07-27 01:25:59,289 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 1 day, 2:47:44, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.4860 2020-07-27 01:26:12,349 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 1 day, 2:47:29, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.3829 2020-07-27 01:26:27,014 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 1 day, 2:47:16, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.4293 2020-07-27 01:26:39,981 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 1 day, 2:47:01, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.3123, loss: 1.3123, grad_norm: 7.5174 2020-07-27 01:26:54,638 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 1 day, 2:46:48, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8828, loss_cls: 1.2606, loss: 1.2606, grad_norm: 7.4842 2020-07-27 01:27:07,545 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 1 day, 2:46:33, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3504, loss: 1.3504, grad_norm: 7.4928 2020-07-27 01:27:21,642 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 1 day, 2:46:19, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.7350 2020-07-27 01:27:35,425 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 1 day, 2:46:05, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4639, loss: 1.4639, grad_norm: 7.8241 2020-07-27 01:27:50,324 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 1 day, 2:45:52, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.7431 2020-07-27 01:28:03,484 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 1 day, 2:45:37, time: 0.658, data_time: 0.002, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.8014 2020-07-27 01:28:17,572 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 1 day, 2:45:24, time: 0.705, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.4142, loss: 1.4142, grad_norm: 7.5645 2020-07-27 01:28:32,366 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 1 day, 2:45:10, time: 0.738, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3302, loss: 1.3302, grad_norm: 7.3989 2020-07-27 01:28:45,585 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 1 day, 2:44:56, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4494, loss: 1.4494, grad_norm: 7.6196 2020-07-27 01:28:59,759 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 1 day, 2:44:42, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3381, loss: 1.3381, grad_norm: 7.3887 2020-07-27 01:29:12,901 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 1 day, 2:44:28, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3708, loss: 1.3708, grad_norm: 7.6309 2020-07-27 01:29:27,611 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 1 day, 2:44:14, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.5529 2020-07-27 01:29:40,245 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 1 day, 2:43:59, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4212, loss: 1.4212, grad_norm: 7.6674 2020-07-27 01:29:53,825 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 1 day, 2:43:45, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3880, loss: 1.3880, grad_norm: 7.4406 2020-07-27 01:30:07,785 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 1 day, 2:43:31, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.5311 2020-07-27 01:30:22,204 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 1 day, 2:43:18, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4664, loss: 1.4664, grad_norm: 8.0191 2020-07-27 01:30:35,732 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 1 day, 2:43:04, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.3811 2020-07-27 01:30:49,128 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 1 day, 2:42:49, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.8371 2020-07-27 01:31:03,563 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 1 day, 2:42:36, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.7344 2020-07-27 01:31:17,683 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 1 day, 2:42:22, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8422, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.5831 2020-07-27 01:31:31,837 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 1 day, 2:42:08, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3079, loss: 1.3079, grad_norm: 7.3848 2020-07-27 01:31:45,329 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 1 day, 2:41:54, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.7027 2020-07-27 01:32:00,302 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 1 day, 2:41:40, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.6922 2020-07-27 01:32:14,250 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 1 day, 2:41:27, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.2934, loss: 1.2934, grad_norm: 7.2291 2020-07-27 01:32:28,217 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 1 day, 2:41:13, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.6187 2020-07-27 01:32:41,954 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 1 day, 2:40:59, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.3146, loss: 1.3146, grad_norm: 7.5977 2020-07-27 01:32:55,791 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 1 day, 2:40:45, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.5049 2020-07-27 01:33:10,718 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 1 day, 2:40:31, time: 0.748, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.6272 2020-07-27 01:33:23,200 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 1 day, 2:40:16, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.5609 2020-07-27 01:33:37,453 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 1 day, 2:40:03, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8664, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.9755 2020-07-27 01:33:50,602 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 1 day, 2:39:48, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.4707 2020-07-27 01:34:03,732 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 1 day, 2:39:34, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3230, loss: 1.3230, grad_norm: 7.6292 2020-07-27 01:34:17,908 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 1 day, 2:39:20, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.3255 2020-07-27 01:34:31,406 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 1 day, 2:39:06, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.6569 2020-07-27 01:34:46,472 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 1 day, 2:38:53, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.6769 2020-07-27 01:34:59,350 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 1 day, 2:38:38, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.6529 2020-07-27 01:35:13,148 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 1 day, 2:38:24, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.8059 2020-07-27 01:35:26,916 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 1 day, 2:38:10, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8617, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.9067 2020-07-27 01:35:41,256 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 1 day, 2:37:56, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.7327 2020-07-27 01:35:54,481 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 1 day, 2:37:42, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8391, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.6491 2020-07-27 01:36:09,658 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 1 day, 2:37:29, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.5082 2020-07-27 01:36:23,825 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 1 day, 2:37:15, time: 0.708, data_time: 0.003, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.3198 2020-07-27 01:36:36,705 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 1 day, 2:37:00, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.3989 2020-07-27 01:36:50,660 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 1 day, 2:36:46, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.9293 2020-07-27 01:37:03,993 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 1 day, 2:36:32, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.6816 2020-07-27 01:37:17,394 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 1 day, 2:36:18, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.8932 2020-07-27 01:37:30,838 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 1 day, 2:36:04, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.5846 2020-07-27 01:37:44,760 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 1 day, 2:35:50, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3744, loss: 1.3744, grad_norm: 7.9439 2020-07-27 01:37:58,742 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 1 day, 2:35:36, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.6325 2020-07-27 01:38:12,108 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 1 day, 2:35:21, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2759, loss: 1.2759, grad_norm: 7.5221 2020-07-27 01:38:26,792 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 1 day, 2:35:08, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.7038 2020-07-27 01:38:40,105 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 1 day, 2:34:54, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.7414 2020-07-27 01:38:54,620 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 1 day, 2:34:40, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3453, loss: 1.3453, grad_norm: 7.6859 2020-07-27 01:39:08,021 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 1 day, 2:34:26, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3277, loss: 1.3277, grad_norm: 7.5816 2020-07-27 01:39:21,601 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 1 day, 2:34:12, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.8065 2020-07-27 01:39:36,361 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 1 day, 2:33:58, time: 0.746, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8789, loss_cls: 1.3020, loss: 1.3020, grad_norm: 7.3932 2020-07-27 01:39:49,943 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 1 day, 2:33:44, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.7887 2020-07-27 01:40:03,930 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 1 day, 2:33:30, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3277, loss: 1.3277, grad_norm: 7.4791 2020-07-27 01:40:16,927 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 1 day, 2:33:16, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.8677 2020-07-27 01:40:30,849 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 1 day, 2:33:02, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.6435 2020-07-27 01:40:45,438 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 1 day, 2:32:48, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.6441 2020-07-27 01:40:59,437 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 1 day, 2:32:34, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.6859 2020-07-27 01:41:12,512 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 1 day, 2:32:20, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4207, loss: 1.4207, grad_norm: 7.6162 2020-07-27 01:41:26,297 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 1 day, 2:32:06, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.6319 2020-07-27 01:41:40,953 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 1 day, 2:31:52, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.7500 2020-07-27 01:41:54,754 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 1 day, 2:31:38, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8539, loss_cls: 1.3309, loss: 1.3309, grad_norm: 7.2856 2020-07-27 01:42:07,662 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 1 day, 2:31:24, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.3340 2020-07-27 01:42:21,579 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 1 day, 2:31:10, time: 0.694, data_time: 0.011, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.7848 2020-07-27 01:42:34,642 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 1 day, 2:30:55, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.8323 2020-07-27 01:42:49,049 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 1 day, 2:30:42, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.4039, loss: 1.4039, grad_norm: 7.7801 2020-07-27 01:43:02,926 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 1 day, 2:30:28, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.3052, loss: 1.3052, grad_norm: 7.3076 2020-07-27 01:43:16,287 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 1 day, 2:30:13, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.7039 2020-07-27 01:43:29,816 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 1 day, 2:29:59, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4560, loss: 1.4560, grad_norm: 7.8886 2020-07-27 01:43:45,049 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 1 day, 2:29:46, time: 0.760, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.7036 2020-07-27 01:43:58,838 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 1 day, 2:29:32, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3198, loss: 1.3198, grad_norm: 7.4395 2020-07-27 01:44:12,537 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 1 day, 2:29:18, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.5179 2020-07-27 01:44:26,541 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 1 day, 2:29:04, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8750, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.6958 2020-07-27 01:44:40,157 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 1 day, 2:28:50, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8742, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.5740 2020-07-27 01:44:54,173 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 1 day, 2:28:36, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4242, loss: 1.4242, grad_norm: 7.6612 2020-07-27 01:45:07,180 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 1 day, 2:28:22, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4325, loss: 1.4325, grad_norm: 7.6886 2020-07-27 01:45:21,394 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 1 day, 2:28:08, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.6690 2020-07-27 01:45:36,002 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 1 day, 2:27:54, time: 0.730, data_time: 0.001, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.6413 2020-07-27 01:45:49,605 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 1 day, 2:27:40, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.8620 2020-07-27 01:46:03,544 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 1 day, 2:27:26, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.8214 2020-07-27 01:46:17,413 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 1 day, 2:27:12, time: 0.692, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.7284 2020-07-27 01:46:30,469 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 1 day, 2:26:58, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.5274 2020-07-27 01:46:44,759 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 1 day, 2:26:44, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.6713 2020-07-27 01:46:58,634 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 1 day, 2:26:30, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3169, loss: 1.3169, grad_norm: 7.3580 2020-07-27 01:47:12,175 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 1 day, 2:26:16, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8305, loss_cls: 1.5074, loss: 1.5074, grad_norm: 7.7360 2020-07-27 01:47:25,940 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 1 day, 2:26:02, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3545, loss: 1.3545, grad_norm: 7.3949 2020-07-27 01:47:39,831 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 1 day, 2:25:48, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.6475 2020-07-27 01:47:54,405 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 1 day, 2:25:34, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.7121 2020-07-27 01:48:08,075 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 1 day, 2:25:20, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.7358 2020-07-27 01:48:22,722 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 1 day, 2:25:07, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.3804, loss: 1.3804, grad_norm: 7.5877 2020-07-27 01:48:37,282 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 1 day, 2:24:53, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.4074 2020-07-27 01:48:50,699 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 1 day, 2:24:39, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.6436 2020-07-27 01:49:03,939 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 1 day, 2:24:24, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.5191 2020-07-27 01:49:17,804 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 1 day, 2:24:11, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.6345 2020-07-27 01:49:31,747 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 1 day, 2:23:57, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.3011, loss: 1.3011, grad_norm: 7.7105 2020-07-27 01:49:45,073 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 1 day, 2:23:42, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.6228 2020-07-27 01:49:59,637 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 1 day, 2:23:29, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.3825 2020-07-27 01:50:13,342 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 1 day, 2:23:15, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.6175 2020-07-27 01:50:27,401 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 1 day, 2:23:01, time: 0.701, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8789, loss_cls: 1.3065, loss: 1.3065, grad_norm: 7.6924 2020-07-27 01:50:40,745 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 1 day, 2:22:46, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.6040 2020-07-27 01:50:56,833 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 1 day, 2:22:34, time: 0.802, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8469, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.3955 2020-07-27 01:51:10,351 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 1 day, 2:22:20, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.7644 2020-07-27 01:51:23,654 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 1 day, 2:22:05, time: 0.662, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.6280 2020-07-27 01:51:38,000 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 1 day, 2:21:52, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.7296 2020-07-27 01:51:51,227 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 1 day, 2:21:37, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.6115 2020-07-27 01:52:05,406 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 1 day, 2:21:23, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8578, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.6777 2020-07-27 01:52:19,893 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 1 day, 2:21:10, time: 0.724, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8430, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.4209 2020-07-27 01:52:34,788 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 1 day, 2:20:56, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.8909 2020-07-27 01:52:47,968 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 1 day, 2:20:42, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.7933 2020-07-27 01:53:01,638 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 1 day, 2:20:28, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.6495 2020-07-27 01:53:14,789 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 1 day, 2:20:14, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.8413 2020-07-27 01:53:29,276 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 1 day, 2:20:00, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.8895 2020-07-27 01:53:42,570 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 1 day, 2:19:46, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.2458 2020-07-27 01:53:56,347 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 1 day, 2:19:32, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121, grad_norm: 7.5486 2020-07-27 01:54:11,714 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 1 day, 2:19:18, time: 0.770, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3976, loss: 1.3976, grad_norm: 7.6375 2020-07-27 01:54:24,456 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 1 day, 2:19:04, time: 0.635, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.6636 2020-07-27 01:54:38,403 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 1 day, 2:18:50, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.4992 2020-07-27 01:54:52,301 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 1 day, 2:18:36, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.6563 2020-07-27 01:55:06,613 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 1 day, 2:18:22, time: 0.715, data_time: 0.002, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.6965 2020-07-27 01:55:20,316 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 1 day, 2:18:08, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.7353 2020-07-27 01:55:34,043 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 1 day, 2:17:54, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.6931 2020-07-27 01:55:48,033 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 1 day, 2:17:40, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.6933 2020-07-27 01:56:02,188 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 1 day, 2:17:26, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.5077 2020-07-27 01:56:16,894 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 1 day, 2:17:13, time: 0.736, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3580, loss: 1.3580, grad_norm: 7.6751 2020-07-27 01:56:30,186 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 1 day, 2:16:59, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4711, loss: 1.4711, grad_norm: 7.9446 2020-07-27 01:56:44,078 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 1 day, 2:16:45, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.6162 2020-07-27 01:56:58,435 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 1 day, 2:16:31, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.5908 2020-07-27 01:57:11,145 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 1 day, 2:16:16, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8703, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.6577 2020-07-27 01:57:25,472 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 1 day, 2:16:03, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3496, loss: 1.3496, grad_norm: 7.6124 2020-07-27 01:57:38,658 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 1 day, 2:15:48, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3433, loss: 1.3433, grad_norm: 7.4296 2020-07-27 01:57:53,134 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 1 day, 2:15:35, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.6907 2020-07-27 01:58:06,788 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 1 day, 2:15:20, time: 0.684, data_time: 0.004, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.4900, loss: 1.4900, grad_norm: 7.7238 2020-07-27 01:58:20,981 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 1 day, 2:15:07, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.6727 2020-07-27 01:58:34,945 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 1 day, 2:14:53, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.5481 2020-07-27 01:58:49,344 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 1 day, 2:14:39, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.4482 2020-07-27 01:59:03,071 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 1 day, 2:14:25, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.8310 2020-07-27 01:59:16,916 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 1 day, 2:14:11, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.5844 2020-07-27 01:59:30,286 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 1 day, 2:13:57, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.5784 2020-07-27 01:59:44,863 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 1 day, 2:13:43, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.5550 2020-07-27 01:59:58,926 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 1 day, 2:13:29, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.6884 2020-07-27 02:00:17,151 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 1 day, 2:13:18, time: 0.906, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.6178 2020-07-27 02:00:29,733 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 1 day, 2:13:03, time: 0.634, data_time: 0.011, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4033, loss: 1.4033, grad_norm: 7.6610 2020-07-27 02:00:45,101 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 1 day, 2:12:50, time: 0.765, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3558, loss: 1.3558, grad_norm: 7.6514 2020-07-27 02:00:57,923 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 1 day, 2:12:35, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4346, loss: 1.4346, grad_norm: 7.7440 2020-07-27 02:01:12,213 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 1 day, 2:12:22, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.5504 2020-07-27 02:01:25,626 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 1 day, 2:12:07, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.7377 2020-07-27 02:01:39,331 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 1 day, 2:11:53, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.8430 2020-07-27 02:01:53,519 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 1 day, 2:11:40, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.7703 2020-07-27 02:02:06,372 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 1 day, 2:11:25, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.8437 2020-07-27 02:02:20,677 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 1 day, 2:11:11, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8617, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.8336 2020-07-27 02:02:32,841 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-27 02:02:57,796 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 1 day, 2:10:44, time: 1.176, data_time: 0.559, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.8284 2020-07-27 02:03:09,887 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 1 day, 2:10:29, time: 0.607, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.5199 2020-07-27 02:03:23,264 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 1 day, 2:10:15, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4812, loss: 1.4812, grad_norm: 7.7206 2020-07-27 02:03:35,975 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 1 day, 2:10:00, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.5244 2020-07-27 02:03:49,566 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 1 day, 2:09:46, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8648, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.5847 2020-07-27 02:04:03,758 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 1 day, 2:09:32, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.4818 2020-07-27 02:04:17,499 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 1 day, 2:09:18, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3564, loss: 1.3564, grad_norm: 7.7135 2020-07-27 02:04:31,927 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 1 day, 2:09:05, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8477, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.5896 2020-07-27 02:04:46,388 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 1 day, 2:08:51, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.6378 2020-07-27 02:04:59,943 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 1 day, 2:08:37, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.7127 2020-07-27 02:05:13,921 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 1 day, 2:08:23, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8656, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.8134 2020-07-27 02:05:28,331 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 1 day, 2:08:09, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3373, loss: 1.3373, grad_norm: 7.5529 2020-07-27 02:05:42,046 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 1 day, 2:07:55, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.5532 2020-07-27 02:05:55,729 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 1 day, 2:07:41, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.5523 2020-07-27 02:06:08,754 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 1 day, 2:07:27, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.6248 2020-07-27 02:06:22,563 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 1 day, 2:07:13, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.8398 2020-07-27 02:06:37,046 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 1 day, 2:06:59, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2887, loss: 1.2887, grad_norm: 7.4942 2020-07-27 02:06:49,652 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 1 day, 2:06:44, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2991, loss: 1.2991, grad_norm: 7.2254 2020-07-27 02:07:04,530 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 1 day, 2:06:31, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.7291 2020-07-27 02:07:17,805 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 1 day, 2:06:17, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.6706 2020-07-27 02:07:31,638 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 1 day, 2:06:03, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.3790, loss: 1.3790, grad_norm: 7.6231 2020-07-27 02:07:44,833 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 1 day, 2:05:48, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8758, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.9270 2020-07-27 02:07:59,175 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 1 day, 2:05:35, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.6895 2020-07-27 02:08:12,473 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 1 day, 2:05:20, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.7092 2020-07-27 02:08:26,090 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 1 day, 2:05:06, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3369, loss: 1.3369, grad_norm: 7.6515 2020-07-27 02:08:40,826 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 1 day, 2:04:53, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3929, loss: 1.3929, grad_norm: 7.7095 2020-07-27 02:08:54,287 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 1 day, 2:04:39, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.8483 2020-07-27 02:09:07,603 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 1 day, 2:04:24, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8414, loss_cls: 1.3935, loss: 1.3935, grad_norm: 7.5615 2020-07-27 02:09:22,288 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 1 day, 2:04:11, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4131, loss: 1.4131, grad_norm: 7.6118 2020-07-27 02:09:36,131 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 1 day, 2:03:57, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.7643 2020-07-27 02:09:50,602 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 1 day, 2:03:43, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.6882 2020-07-27 02:10:03,745 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 1 day, 2:03:29, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.0861 2020-07-27 02:10:18,195 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 1 day, 2:03:15, time: 0.723, data_time: 0.002, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4356, loss: 1.4356, grad_norm: 7.9235 2020-07-27 02:10:31,835 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 1 day, 2:03:01, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3719, loss: 1.3719, grad_norm: 7.7653 2020-07-27 02:10:46,222 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 1 day, 2:02:47, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.3847 2020-07-27 02:10:59,508 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 1 day, 2:02:33, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.4783 2020-07-27 02:11:13,421 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 1 day, 2:02:19, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.7764 2020-07-27 02:11:26,753 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 1 day, 2:02:05, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.8414 2020-07-27 02:11:41,078 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 1 day, 2:01:51, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.6487 2020-07-27 02:11:54,056 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 1 day, 2:01:37, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.6370 2020-07-27 02:12:07,416 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 1 day, 2:01:22, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3805, loss: 1.3805, grad_norm: 7.8773 2020-07-27 02:12:21,731 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 1 day, 2:01:09, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.9317 2020-07-27 02:12:35,050 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 1 day, 2:00:54, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4728, loss: 1.4728, grad_norm: 8.0019 2020-07-27 02:12:50,724 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 1 day, 2:00:41, time: 0.782, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3613, loss: 1.3613, grad_norm: 7.7030 2020-07-27 02:13:03,870 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 1 day, 2:00:27, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.6066 2020-07-27 02:13:17,297 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 1 day, 2:00:13, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.6041 2020-07-27 02:13:32,361 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 1 day, 1:59:59, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.7766 2020-07-27 02:13:47,145 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 1 day, 1:59:46, time: 0.737, data_time: 0.012, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.7790 2020-07-27 02:14:00,611 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 1 day, 1:59:32, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4799, loss: 1.4799, grad_norm: 7.8301 2020-07-27 02:14:15,324 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 1 day, 1:59:18, time: 0.736, data_time: 0.002, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.6995 2020-07-27 02:14:28,066 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 1 day, 1:59:04, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.6324 2020-07-27 02:14:42,252 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 1 day, 1:58:50, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.3608 2020-07-27 02:14:56,039 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 1 day, 1:58:36, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.7800 2020-07-27 02:15:08,969 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 1 day, 1:58:21, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.5910 2020-07-27 02:15:23,174 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 1 day, 1:58:08, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.7465 2020-07-27 02:15:36,860 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 1 day, 1:57:53, time: 0.684, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.6765 2020-07-27 02:15:51,480 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 1 day, 1:57:40, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3038, loss: 1.3038, grad_norm: 7.6151 2020-07-27 02:16:04,949 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 1 day, 1:57:26, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.7557 2020-07-27 02:16:18,910 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 1 day, 1:57:12, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.3534, loss: 1.3534, grad_norm: 7.9923 2020-07-27 02:16:33,199 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 1 day, 1:56:58, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.4696 2020-07-27 02:16:46,200 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 1 day, 1:56:44, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3882, loss: 1.3882, grad_norm: 7.7405 2020-07-27 02:17:00,214 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 1 day, 1:56:30, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.5110 2020-07-27 02:17:14,025 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 1 day, 1:56:16, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.5640 2020-07-27 02:17:28,056 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 1 day, 1:56:02, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.5998 2020-07-27 02:17:42,323 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 1 day, 1:55:48, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.7063 2020-07-27 02:17:56,386 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 1 day, 1:55:34, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3189, loss: 1.3189, grad_norm: 7.5093 2020-07-27 02:18:11,599 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 1 day, 1:55:21, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.6353 2020-07-27 02:18:24,939 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 1 day, 1:55:07, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5147, loss: 1.5147, grad_norm: 7.8873 2020-07-27 02:18:39,450 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 1 day, 1:54:53, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3225, loss: 1.3225, grad_norm: 7.6821 2020-07-27 02:18:53,293 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 1 day, 1:54:39, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4244, loss: 1.4244, grad_norm: 7.7781 2020-07-27 02:19:06,885 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 1 day, 1:54:25, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.7419 2020-07-27 02:19:21,195 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 1 day, 1:54:11, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.8400 2020-07-27 02:19:35,741 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 1 day, 1:53:58, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.9298 2020-07-27 02:19:49,255 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 1 day, 1:53:43, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.6503 2020-07-27 02:20:02,682 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 1 day, 1:53:29, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.6432 2020-07-27 02:20:16,784 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 1 day, 1:53:15, time: 0.705, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4204, loss: 1.4204, grad_norm: 7.8081 2020-07-27 02:20:29,972 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 1 day, 1:53:01, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4350, loss: 1.4350, grad_norm: 7.9561 2020-07-27 02:20:44,451 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 1 day, 1:52:47, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4383, loss: 1.4383, grad_norm: 7.7654 2020-07-27 02:20:57,947 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 1 day, 1:52:33, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.4893 2020-07-27 02:21:12,878 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 1 day, 1:52:20, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.7006 2020-07-27 02:21:27,091 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 1 day, 1:52:06, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.7155 2020-07-27 02:21:39,783 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 1 day, 1:51:51, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3572, loss: 1.3572, grad_norm: 7.7073 2020-07-27 02:21:54,127 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 1 day, 1:51:38, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3449, loss: 1.3449, grad_norm: 7.6433 2020-07-27 02:22:08,279 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 1 day, 1:51:24, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.6394 2020-07-27 02:22:21,851 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 1 day, 1:51:10, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.8150 2020-07-27 02:22:36,531 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 1 day, 1:50:56, time: 0.734, data_time: 0.002, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.8448 2020-07-27 02:22:49,930 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 1 day, 1:50:42, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4419, loss: 1.4419, grad_norm: 8.2095 2020-07-27 02:23:05,262 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 1 day, 1:50:29, time: 0.769, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3675, loss: 1.3675, grad_norm: 7.9212 2020-07-27 02:23:19,259 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 1 day, 1:50:15, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.8728 2020-07-27 02:23:33,275 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 1 day, 1:50:01, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.3162, loss: 1.3162, grad_norm: 7.4972 2020-07-27 02:23:46,453 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 1 day, 1:49:47, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.4351, loss: 1.4351, grad_norm: 7.7406 2020-07-27 02:23:59,865 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 1 day, 1:49:32, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.5485 2020-07-27 02:24:13,774 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 1 day, 1:49:18, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2787, loss: 1.2787, grad_norm: 7.4478 2020-07-27 02:24:26,977 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 1 day, 1:49:04, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.5817 2020-07-27 02:24:40,683 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 1 day, 1:48:50, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.7551 2020-07-27 02:24:54,933 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 1 day, 1:48:36, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4327, loss: 1.4327, grad_norm: 7.5765 2020-07-27 02:25:08,834 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 1 day, 1:48:22, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.4502, loss: 1.4502, grad_norm: 7.9988 2020-07-27 02:25:22,457 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 1 day, 1:48:08, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8539, loss_cls: 1.2917, loss: 1.2917, grad_norm: 7.2363 2020-07-27 02:25:35,944 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 1 day, 1:47:54, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.8156 2020-07-27 02:25:49,668 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 1 day, 1:47:40, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.4750 2020-07-27 02:26:03,614 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 1 day, 1:47:26, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.8784 2020-07-27 02:26:18,066 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 1 day, 1:47:12, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.8867 2020-07-27 02:26:31,777 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 1 day, 1:46:58, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.9542 2020-07-27 02:26:45,839 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 1 day, 1:46:44, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8734, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.8481 2020-07-27 02:26:59,028 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 1 day, 1:46:30, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.9789 2020-07-27 02:27:12,647 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 1 day, 1:46:16, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4645, loss: 1.4645, grad_norm: 7.8776 2020-07-27 02:27:27,696 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 1 day, 1:46:03, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4869, loss: 1.4869, grad_norm: 8.0431 2020-07-27 02:27:41,143 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 1 day, 1:45:48, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.7008 2020-07-27 02:27:55,871 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 1 day, 1:45:35, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.6907 2020-07-27 02:28:09,597 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 1 day, 1:45:21, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.9177 2020-07-27 02:28:23,268 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 1 day, 1:45:07, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3865, loss: 1.3865, grad_norm: 7.6734 2020-07-27 02:28:37,303 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 1 day, 1:44:53, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4853, loss: 1.4853, grad_norm: 8.1103 2020-07-27 02:28:50,543 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 1 day, 1:44:39, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.5252 2020-07-27 02:29:05,177 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 1 day, 1:44:25, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4099, loss: 1.4099, grad_norm: 7.7033 2020-07-27 02:29:17,959 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 1 day, 1:44:10, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4496, loss: 1.4496, grad_norm: 7.9204 2020-07-27 02:29:32,090 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 1 day, 1:43:57, time: 0.705, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4159, loss: 1.4159, grad_norm: 7.7509 2020-07-27 02:29:46,795 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 1 day, 1:43:43, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8656, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.8536 2020-07-27 02:29:59,659 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 1 day, 1:43:29, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4101, loss: 1.4101, grad_norm: 7.7400 2020-07-27 02:30:14,317 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 1 day, 1:43:15, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.5777 2020-07-27 02:30:28,346 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 1 day, 1:43:01, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.6971 2020-07-27 02:30:42,466 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 1 day, 1:42:47, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.9954 2020-07-27 02:30:55,558 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 1 day, 1:42:33, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.8612 2020-07-27 02:31:09,684 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 1 day, 1:42:19, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8625, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.6471 2020-07-27 02:31:23,852 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 1 day, 1:42:05, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4808, loss: 1.4808, grad_norm: 7.9901 2020-07-27 02:31:36,799 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 1 day, 1:41:51, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.3936 2020-07-27 02:31:50,411 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 1 day, 1:41:37, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.7000 2020-07-27 02:32:04,056 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 1 day, 1:41:23, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3420, loss: 1.3420, grad_norm: 7.7539 2020-07-27 02:32:17,670 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 1 day, 1:41:08, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.5372 2020-07-27 02:32:31,462 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 1 day, 1:40:54, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4636, loss: 1.4636, grad_norm: 8.0114 2020-07-27 02:32:46,278 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 1 day, 1:40:41, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8602, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.8159 2020-07-27 02:32:59,122 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 1 day, 1:40:26, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.3729, loss: 1.3729, grad_norm: 7.8090 2020-07-27 02:33:12,971 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 1 day, 1:40:12, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.5415 2020-07-27 02:33:26,915 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 1 day, 1:39:59, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.6810 2020-07-27 02:33:40,977 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 1 day, 1:39:45, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.8180 2020-07-27 02:33:55,030 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 1 day, 1:39:31, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.7191 2020-07-27 02:34:09,242 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 1 day, 1:39:17, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.8852 2020-07-27 02:34:23,954 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 1 day, 1:39:03, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.6014 2020-07-27 02:34:36,756 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 1 day, 1:38:49, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4151, loss: 1.4151, grad_norm: 7.9687 2020-07-27 02:34:51,283 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 1 day, 1:38:35, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.7856 2020-07-27 02:35:04,342 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 1 day, 1:38:21, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8539, loss_cls: 1.4756, loss: 1.4756, grad_norm: 7.8853 2020-07-27 02:35:18,249 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 1 day, 1:38:07, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.7657 2020-07-27 02:35:33,175 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 1 day, 1:37:54, time: 0.743, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3701, loss: 1.3701, grad_norm: 7.7664 2020-07-27 02:35:46,927 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 1 day, 1:37:40, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.6148 2020-07-27 02:36:00,519 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 1 day, 1:37:25, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4088, loss: 1.4088, grad_norm: 7.9363 2020-07-27 02:36:14,112 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 1 day, 1:37:11, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.4818, loss: 1.4818, grad_norm: 7.9423 2020-07-27 02:36:29,222 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 1 day, 1:36:58, time: 0.753, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.7336 2020-07-27 02:36:42,854 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 1 day, 1:36:44, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2685, loss: 1.2685, grad_norm: 7.4323 2020-07-27 02:36:56,173 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 1 day, 1:36:30, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.6593 2020-07-27 02:37:10,308 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 1 day, 1:36:16, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.3848 2020-07-27 02:37:24,528 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 1 day, 1:36:02, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8688, loss_cls: 1.3846, loss: 1.3846, grad_norm: 7.9476 2020-07-27 02:37:37,655 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 1 day, 1:35:48, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.7505 2020-07-27 02:37:51,984 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 1 day, 1:35:34, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.7223 2020-07-27 02:38:05,636 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 1 day, 1:35:20, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.5970 2020-07-27 02:38:19,409 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 1 day, 1:35:06, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.6469 2020-07-27 02:38:33,006 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 1 day, 1:34:52, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4769, loss: 1.4769, grad_norm: 8.1441 2020-07-27 02:38:47,712 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 1 day, 1:34:38, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.6165 2020-07-27 02:39:01,323 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 1 day, 1:34:24, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.8857 2020-07-27 02:39:15,096 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 1 day, 1:34:10, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8523, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.8236 2020-07-27 02:39:28,259 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 1 day, 1:33:56, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3876, loss: 1.3876, grad_norm: 7.8051 2020-07-27 02:39:42,189 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 1 day, 1:33:42, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.4097 2020-07-27 02:39:56,882 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 1 day, 1:33:28, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.6806 2020-07-27 02:40:10,853 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 1 day, 1:33:14, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3161, loss: 1.3161, grad_norm: 7.3599 2020-07-27 02:40:24,173 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 1 day, 1:33:00, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4249, loss: 1.4249, grad_norm: 7.9240 2020-07-27 02:40:38,432 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 1 day, 1:32:46, time: 0.712, data_time: 0.002, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5672, loss: 1.5672, grad_norm: 8.0212 2020-07-27 02:40:51,748 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 1 day, 1:32:32, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.5708 2020-07-27 02:41:05,172 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 1 day, 1:32:18, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4024, loss: 1.4024, grad_norm: 7.7938 2020-07-27 02:41:19,982 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 1 day, 1:32:04, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8398, loss_cls: 1.4926, loss: 1.4926, grad_norm: 8.2704 2020-07-27 02:41:33,142 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 1 day, 1:31:50, time: 0.663, data_time: 0.012, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.7042 2020-07-27 02:41:46,603 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 1 day, 1:31:36, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.7277 2020-07-27 02:42:01,562 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 1 day, 1:31:22, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3571, loss: 1.3571, grad_norm: 7.6649 2020-07-27 02:42:16,574 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 1 day, 1:31:09, time: 0.749, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2623, loss: 1.2623, grad_norm: 7.4372 2020-07-27 02:42:29,632 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 1 day, 1:30:55, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.3408, loss: 1.3408, grad_norm: 7.5145 2020-07-27 02:42:42,844 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 1 day, 1:30:40, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3702, loss: 1.3702, grad_norm: 7.8019 2020-07-27 02:42:56,576 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 1 day, 1:30:26, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.7585 2020-07-27 02:43:10,370 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 1 day, 1:30:12, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.6460 2020-07-27 02:43:24,446 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 1 day, 1:29:58, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.8705 2020-07-27 02:43:37,870 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 1 day, 1:29:44, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.6827 2020-07-27 02:43:53,291 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 1 day, 1:29:31, time: 0.771, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.9648 2020-07-27 02:44:06,555 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 1 day, 1:29:17, time: 0.663, data_time: 0.002, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.3141, loss: 1.3141, grad_norm: 7.7321 2020-07-27 02:44:21,625 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 1 day, 1:29:03, time: 0.752, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.0478 2020-07-27 02:44:34,151 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 1 day, 1:28:49, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8398, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.9140 2020-07-27 02:44:48,306 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 1 day, 1:28:35, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3959, loss: 1.3959, grad_norm: 7.7598 2020-07-27 02:45:03,293 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 1 day, 1:28:21, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.9010 2020-07-27 02:45:16,140 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 1 day, 1:28:07, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.7425 2020-07-27 02:45:29,796 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 1 day, 1:27:53, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4001, loss: 1.4001, grad_norm: 8.0645 2020-07-27 02:45:45,390 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 1 day, 1:27:40, time: 0.782, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.6884 2020-07-27 02:45:59,461 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 1 day, 1:27:26, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.9077 2020-07-27 02:46:10,340 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-27 02:46:31,469 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 1 day, 1:26:57, time: 0.996, data_time: 0.398, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.6476 2020-07-27 02:46:43,703 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 1 day, 1:26:42, time: 0.615, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.4520 2020-07-27 02:46:58,164 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 1 day, 1:26:28, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.7276 2020-07-27 02:47:11,375 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 1 day, 1:26:14, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2796, loss: 1.2796, grad_norm: 7.5954 2020-07-27 02:47:25,117 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 1 day, 1:26:00, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.7456 2020-07-27 02:47:38,841 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 1 day, 1:25:46, time: 0.687, data_time: 0.003, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.6529 2020-07-27 02:47:52,224 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 1 day, 1:25:32, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.4711 2020-07-27 02:48:05,529 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 1 day, 1:25:17, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3444, loss: 1.3444, grad_norm: 7.6642 2020-07-27 02:48:19,783 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 1 day, 1:25:04, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.6430 2020-07-27 02:48:34,259 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 1 day, 1:24:50, time: 0.726, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.3127, loss: 1.3127, grad_norm: 7.6939 2020-07-27 02:48:48,564 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 1 day, 1:24:36, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.8057 2020-07-27 02:49:02,565 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 1 day, 1:24:22, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.4587 2020-07-27 02:49:15,790 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 1 day, 1:24:08, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4196, loss: 1.4196, grad_norm: 8.0455 2020-07-27 02:49:29,147 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 1 day, 1:23:54, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4338, loss: 1.4338, grad_norm: 7.6870 2020-07-27 02:49:42,648 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 1 day, 1:23:40, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.9537 2020-07-27 02:49:56,731 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 1 day, 1:23:26, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.8601 2020-07-27 02:50:10,444 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 1 day, 1:23:12, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3185, loss: 1.3185, grad_norm: 7.5592 2020-07-27 02:50:25,017 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 1 day, 1:22:58, time: 0.726, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.7122 2020-07-27 02:50:38,987 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 1 day, 1:22:44, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.9292 2020-07-27 02:50:53,097 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 1 day, 1:22:30, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.7811 2020-07-27 02:51:07,584 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 1 day, 1:22:17, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.9053 2020-07-27 02:51:20,112 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 1 day, 1:22:02, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.9264 2020-07-27 02:51:34,977 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 1 day, 1:21:49, time: 0.745, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.4574 2020-07-27 02:51:49,171 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 1 day, 1:21:35, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.5554 2020-07-27 02:52:02,480 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 1 day, 1:21:21, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.6557 2020-07-27 02:52:16,310 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 1 day, 1:21:07, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4445, loss: 1.4445, grad_norm: 7.9668 2020-07-27 02:52:30,263 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 1 day, 1:20:53, time: 0.700, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.3947, loss: 1.3947, grad_norm: 7.8765 2020-07-27 02:52:44,323 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 1 day, 1:20:39, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.7390 2020-07-27 02:52:57,371 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 1 day, 1:20:24, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3711, loss: 1.3711, grad_norm: 7.5210 2020-07-27 02:53:12,265 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 1 day, 1:20:11, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.6605 2020-07-27 02:53:26,048 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 1 day, 1:19:57, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.4800, loss: 1.4800, grad_norm: 8.1959 2020-07-27 02:53:39,986 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 1 day, 1:19:43, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.7341 2020-07-27 02:53:54,225 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 1 day, 1:19:29, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3181, loss: 1.3181, grad_norm: 7.6246 2020-07-27 02:54:07,899 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 1 day, 1:19:15, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8586, loss_cls: 1.3875, loss: 1.3875, grad_norm: 7.8291 2020-07-27 02:54:22,450 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 1 day, 1:19:02, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4722, loss: 1.4722, grad_norm: 8.2339 2020-07-27 02:54:36,335 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 1 day, 1:18:48, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4018, loss: 1.4018, grad_norm: 8.0083 2020-07-27 02:54:50,765 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 1 day, 1:18:34, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.7328 2020-07-27 02:55:04,627 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 1 day, 1:18:20, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.7536 2020-07-27 02:55:18,364 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 1 day, 1:18:06, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.9504 2020-07-27 02:55:31,960 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 1 day, 1:17:52, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.5977 2020-07-27 02:55:46,260 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 1 day, 1:17:38, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.6886 2020-07-27 02:55:59,654 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 1 day, 1:17:24, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.8301 2020-07-27 02:56:13,483 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 1 day, 1:17:10, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.5789 2020-07-27 02:56:27,535 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 1 day, 1:16:56, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.9149 2020-07-27 02:56:40,726 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 1 day, 1:16:42, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.9658 2020-07-27 02:56:55,779 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 1 day, 1:16:28, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3101, loss: 1.3101, grad_norm: 7.8696 2020-07-27 02:57:10,626 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 1 day, 1:16:15, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.7884 2020-07-27 02:57:24,275 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 1 day, 1:16:01, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.5204 2020-07-27 02:57:37,888 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 1 day, 1:15:47, time: 0.684, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3411, loss: 1.3411, grad_norm: 7.6294 2020-07-27 02:57:51,915 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 1 day, 1:15:33, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3996, loss: 1.3996, grad_norm: 8.1124 2020-07-27 02:58:05,808 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 1 day, 1:15:19, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.8727 2020-07-27 02:58:19,936 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 1 day, 1:15:05, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.6372 2020-07-27 02:58:33,039 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 1 day, 1:14:51, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.6533 2020-07-27 02:58:47,972 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 1 day, 1:14:37, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3465, loss: 1.3465, grad_norm: 7.7032 2020-07-27 02:59:02,532 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 1 day, 1:14:24, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3392, loss: 1.3392, grad_norm: 7.7050 2020-07-27 02:59:16,286 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 1 day, 1:14:09, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3774, loss: 1.3774, grad_norm: 8.0044 2020-07-27 02:59:29,992 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 1 day, 1:13:55, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.6615 2020-07-27 02:59:43,379 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 1 day, 1:13:41, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.8813 2020-07-27 02:59:57,660 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 1 day, 1:13:27, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.7781 2020-07-27 03:00:12,509 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 1 day, 1:13:14, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4751, loss: 1.4751, grad_norm: 8.0363 2020-07-27 03:00:27,329 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 1 day, 1:13:01, time: 0.751, data_time: 0.027, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.7455 2020-07-27 03:00:40,665 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 1 day, 1:12:46, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.8122 2020-07-27 03:00:54,455 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 1 day, 1:12:32, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4652, loss: 1.4652, grad_norm: 8.1584 2020-07-27 03:01:08,281 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 1 day, 1:12:18, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3529, loss: 1.3529, grad_norm: 7.8129 2020-07-27 03:01:21,278 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 1 day, 1:12:04, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2626, loss: 1.2626, grad_norm: 7.3802 2020-07-27 03:01:35,207 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 1 day, 1:11:50, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4354, loss: 1.4354, grad_norm: 8.1795 2020-07-27 03:01:50,573 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 1 day, 1:11:37, time: 0.770, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.1453 2020-07-27 03:02:04,699 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 1 day, 1:11:23, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.7247 2020-07-27 03:02:17,528 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 1 day, 1:11:08, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.9385 2020-07-27 03:02:31,000 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 1 day, 1:10:54, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.7787 2020-07-27 03:02:45,534 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 1 day, 1:10:41, time: 0.729, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3611, loss: 1.3611, grad_norm: 7.5171 2020-07-27 03:02:58,568 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 1 day, 1:10:26, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.8919 2020-07-27 03:03:12,186 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 1 day, 1:10:12, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8633, loss_cls: 1.4059, loss: 1.4059, grad_norm: 7.8832 2020-07-27 03:03:26,201 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 1 day, 1:09:58, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.9686 2020-07-27 03:03:40,171 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 1 day, 1:09:44, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.3767, loss: 1.3767, grad_norm: 7.9002 2020-07-27 03:03:53,382 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 1 day, 1:09:30, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3561, loss: 1.3561, grad_norm: 7.8080 2020-07-27 03:04:08,049 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 1 day, 1:09:16, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.9315 2020-07-27 03:04:22,617 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 1 day, 1:09:03, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.5400 2020-07-27 03:04:36,026 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 1 day, 1:08:48, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.6679 2020-07-27 03:04:50,045 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 1 day, 1:08:35, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.7252 2020-07-27 03:05:04,729 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 1 day, 1:08:21, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4442, loss: 1.4442, grad_norm: 8.0646 2020-07-27 03:05:17,449 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 1 day, 1:08:06, time: 0.636, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.7657 2020-07-27 03:05:31,376 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 1 day, 1:07:53, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.8893 2020-07-27 03:05:44,615 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 1 day, 1:07:38, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.6781 2020-07-27 03:05:58,643 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 1 day, 1:07:24, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3618, loss: 1.3618, grad_norm: 7.8947 2020-07-27 03:06:12,800 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 1 day, 1:07:11, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.8821 2020-07-27 03:06:26,737 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 1 day, 1:06:57, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.5236 2020-07-27 03:06:40,254 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 1 day, 1:06:42, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.9277 2020-07-27 03:06:53,723 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 1 day, 1:06:28, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.7547 2020-07-27 03:07:07,818 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 1 day, 1:06:14, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.3854, loss: 1.3854, grad_norm: 7.7816 2020-07-27 03:07:20,989 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 1 day, 1:06:00, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.8259 2020-07-27 03:07:34,956 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 1 day, 1:05:46, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.4023, loss: 1.4023, grad_norm: 8.0177 2020-07-27 03:07:48,439 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 1 day, 1:05:32, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3702, loss: 1.3702, grad_norm: 7.9530 2020-07-27 03:08:02,496 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 1 day, 1:05:18, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.7492 2020-07-27 03:08:16,359 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 1 day, 1:05:04, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.6645 2020-07-27 03:08:31,014 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 1 day, 1:04:51, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.3712, loss: 1.3712, grad_norm: 7.7473 2020-07-27 03:08:43,905 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 1 day, 1:04:36, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.8041 2020-07-27 03:08:58,003 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 1 day, 1:04:22, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4463, loss: 1.4463, grad_norm: 8.0276 2020-07-27 03:09:11,284 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 1 day, 1:04:08, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.8834 2020-07-27 03:09:26,098 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 1 day, 1:03:54, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.7626 2020-07-27 03:09:40,706 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 1 day, 1:03:41, time: 0.728, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.6401 2020-07-27 03:09:54,874 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 1 day, 1:03:27, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.7616 2020-07-27 03:10:08,753 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 1 day, 1:03:13, time: 0.692, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.7960 2020-07-27 03:10:21,948 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 1 day, 1:02:59, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4068, loss: 1.4068, grad_norm: 7.9470 2020-07-27 03:10:36,214 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 1 day, 1:02:45, time: 0.713, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.6968 2020-07-27 03:10:49,328 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 1 day, 1:02:31, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.7723 2020-07-27 03:11:03,460 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 1 day, 1:02:17, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.5259 2020-07-27 03:11:17,832 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 1 day, 1:02:03, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3909, loss: 1.3909, grad_norm: 7.9024 2020-07-27 03:11:31,061 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 1 day, 1:01:49, time: 0.661, data_time: 0.001, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3247, loss: 1.3247, grad_norm: 7.6519 2020-07-27 03:11:45,165 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 1 day, 1:01:35, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4144, loss: 1.4144, grad_norm: 8.0203 2020-07-27 03:11:58,872 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 1 day, 1:01:21, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3580, loss: 1.3580, grad_norm: 7.8185 2020-07-27 03:12:12,964 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 1 day, 1:01:07, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4075, loss: 1.4075, grad_norm: 7.7326 2020-07-27 03:12:27,514 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 1 day, 1:00:53, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.9597 2020-07-27 03:12:40,391 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 1 day, 1:00:39, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.9229 2020-07-27 03:12:53,607 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 1 day, 1:00:25, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4490, loss: 1.4490, grad_norm: 8.0991 2020-07-27 03:13:07,255 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 1 day, 1:00:11, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3184, loss: 1.3184, grad_norm: 7.7735 2020-07-27 03:13:21,196 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 1 day, 0:59:57, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5116, loss: 1.5116, grad_norm: 8.1648 2020-07-27 03:13:35,105 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 1 day, 0:59:43, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.9325 2020-07-27 03:13:50,634 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 1 day, 0:59:30, time: 0.779, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.2327 2020-07-27 03:14:03,291 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 1 day, 0:59:15, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2930, loss: 1.2930, grad_norm: 7.7735 2020-07-27 03:14:16,347 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 1 day, 0:59:01, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3554, loss: 1.3554, grad_norm: 8.0094 2020-07-27 03:14:30,057 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 1 day, 0:58:46, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4219, loss: 1.4219, grad_norm: 8.1391 2020-07-27 03:14:43,972 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 1 day, 0:58:33, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3499, loss: 1.3499, grad_norm: 7.9027 2020-07-27 03:14:57,222 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 1 day, 0:58:18, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4276, loss: 1.4276, grad_norm: 8.1411 2020-07-27 03:15:11,128 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 1 day, 0:58:04, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.7903 2020-07-27 03:15:25,915 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 1 day, 0:57:51, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3660, loss: 1.3660, grad_norm: 7.6318 2020-07-27 03:15:40,012 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 1 day, 0:57:37, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.8277 2020-07-27 03:15:53,246 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 1 day, 0:57:23, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.5551 2020-07-27 03:16:06,474 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 1 day, 0:57:08, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8461, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.6658 2020-07-27 03:16:21,034 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 1 day, 0:56:55, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8391, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.8888 2020-07-27 03:16:34,652 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 1 day, 0:56:41, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8773, loss_cls: 1.3382, loss: 1.3382, grad_norm: 7.8626 2020-07-27 03:16:48,646 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 1 day, 0:56:27, time: 0.698, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3724, loss: 1.3724, grad_norm: 7.6843 2020-07-27 03:17:02,664 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 1 day, 0:56:13, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.8061 2020-07-27 03:17:17,292 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 1 day, 0:55:59, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.8730 2020-07-27 03:17:30,381 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 1 day, 0:55:45, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3427, loss: 1.3427, grad_norm: 7.7030 2020-07-27 03:17:44,796 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 1 day, 0:55:31, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4431, loss: 1.4431, grad_norm: 8.1769 2020-07-27 03:17:58,150 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 1 day, 0:55:17, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.7756 2020-07-27 03:18:11,369 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 1 day, 0:55:03, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3179, loss: 1.3179, grad_norm: 7.7390 2020-07-27 03:18:25,936 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 1 day, 0:54:49, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8297, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.8860 2020-07-27 03:18:39,841 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 1 day, 0:54:35, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.9143 2020-07-27 03:18:53,873 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 1 day, 0:54:21, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.9506 2020-07-27 03:19:08,415 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 1 day, 0:54:08, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3293, loss: 1.3293, grad_norm: 7.5112 2020-07-27 03:19:22,074 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 1 day, 0:53:53, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3728, loss: 1.3728, grad_norm: 7.9351 2020-07-27 03:19:36,038 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 1 day, 0:53:40, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2837, loss: 1.2837, grad_norm: 7.6805 2020-07-27 03:19:50,431 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 1 day, 0:53:26, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.8479 2020-07-27 03:20:03,793 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 1 day, 0:53:12, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.8891 2020-07-27 03:20:17,646 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 1 day, 0:52:58, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4489, loss: 1.4489, grad_norm: 8.0753 2020-07-27 03:20:31,117 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 1 day, 0:52:43, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.7826 2020-07-27 03:20:45,588 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 1 day, 0:52:30, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3295, loss: 1.3295, grad_norm: 7.7707 2020-07-27 03:20:59,073 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 1 day, 0:52:16, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.6032 2020-07-27 03:21:12,673 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 1 day, 0:52:02, time: 0.678, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.6928 2020-07-27 03:21:26,324 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 1 day, 0:51:47, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2634, loss: 1.2634, grad_norm: 7.4986 2020-07-27 03:21:40,678 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 1 day, 0:51:34, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.7823 2020-07-27 03:21:54,758 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 1 day, 0:51:20, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.3809, loss: 1.3809, grad_norm: 7.8198 2020-07-27 03:22:07,609 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 1 day, 0:51:05, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.8314 2020-07-27 03:22:21,262 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 1 day, 0:50:51, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.7966 2020-07-27 03:22:36,235 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 1 day, 0:50:38, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4122, loss: 1.4122, grad_norm: 7.7424 2020-07-27 03:22:50,312 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 1 day, 0:50:24, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4099, loss: 1.4099, grad_norm: 8.0490 2020-07-27 03:23:03,697 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 1 day, 0:50:10, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3556, loss: 1.3556, grad_norm: 7.7805 2020-07-27 03:23:17,683 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 1 day, 0:49:56, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3990, loss: 1.3990, grad_norm: 8.0108 2020-07-27 03:23:31,239 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 1 day, 0:49:42, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3223, loss: 1.3223, grad_norm: 7.7210 2020-07-27 03:23:44,629 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 1 day, 0:49:28, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.9960 2020-07-27 03:23:59,694 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 1 day, 0:49:14, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3671, loss: 1.3671, grad_norm: 7.8043 2020-07-27 03:24:14,056 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 1 day, 0:49:00, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8688, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.6226 2020-07-27 03:24:27,482 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 1 day, 0:48:46, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.5265 2020-07-27 03:24:40,659 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 1 day, 0:48:32, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3607, loss: 1.3607, grad_norm: 7.9521 2020-07-27 03:24:54,888 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 1 day, 0:48:18, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8578, loss_cls: 1.4266, loss: 1.4266, grad_norm: 7.9978 2020-07-27 03:25:08,771 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 1 day, 0:48:04, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2472, loss: 1.2472, grad_norm: 7.5619 2020-07-27 03:25:22,006 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 1 day, 0:47:50, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.7784 2020-07-27 03:25:36,285 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 1 day, 0:47:36, time: 0.714, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.8176 2020-07-27 03:25:50,639 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 1 day, 0:47:22, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.7746 2020-07-27 03:26:03,724 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 1 day, 0:47:08, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.8727 2020-07-27 03:26:17,803 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 1 day, 0:46:54, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3950, loss: 1.3950, grad_norm: 7.9441 2020-07-27 03:26:32,189 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 1 day, 0:46:40, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.8207 2020-07-27 03:26:45,244 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 1 day, 0:46:26, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.0399 2020-07-27 03:26:58,542 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 1 day, 0:46:12, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.0104 2020-07-27 03:27:12,801 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 1 day, 0:45:58, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.6239 2020-07-27 03:27:27,345 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 1 day, 0:45:44, time: 0.731, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3877, loss: 1.3877, grad_norm: 8.0344 2020-07-27 03:27:40,952 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 1 day, 0:45:30, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4040, loss: 1.4040, grad_norm: 7.8212 2020-07-27 03:27:54,135 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 1 day, 0:45:16, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4149, loss: 1.4149, grad_norm: 7.7430 2020-07-27 03:28:08,124 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 1 day, 0:45:02, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.9387 2020-07-27 03:28:23,477 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 1 day, 0:44:49, time: 0.770, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4481, loss: 1.4481, grad_norm: 8.0421 2020-07-27 03:28:36,083 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 1 day, 0:44:34, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8383, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.9066 2020-07-27 03:28:49,822 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 1 day, 0:44:20, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.8628 2020-07-27 03:29:03,813 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 1 day, 0:44:06, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.7187 2020-07-27 03:29:17,708 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 1 day, 0:43:52, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4661, loss: 1.4661, grad_norm: 8.0649 2020-07-27 03:29:31,940 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 1 day, 0:43:39, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.8317 2020-07-27 03:29:43,941 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-07-27 03:30:08,710 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 1 day, 0:43:11, time: 1.160, data_time: 0.569, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4142, loss: 1.4142, grad_norm: 7.8591 2020-07-27 03:30:21,335 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 1 day, 0:42:57, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.5044, loss: 1.5044, grad_norm: 8.1151 2020-07-27 03:30:34,389 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 1 day, 0:42:42, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3206, loss: 1.3206, grad_norm: 7.7064 2020-07-27 03:30:48,429 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 1 day, 0:42:29, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2966, loss: 1.2966, grad_norm: 7.4778 2020-07-27 03:31:01,586 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 1 day, 0:42:14, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4939, loss: 1.4939, grad_norm: 8.2774 2020-07-27 03:31:14,981 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 1 day, 0:42:00, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3558, loss: 1.3558, grad_norm: 7.7838 2020-07-27 03:31:28,956 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 1 day, 0:41:46, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.5722 2020-07-27 03:31:43,496 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 1 day, 0:41:32, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2962, loss: 1.2962, grad_norm: 7.5958 2020-07-27 03:31:57,098 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 1 day, 0:41:18, time: 0.680, data_time: 0.003, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3348, loss: 1.3348, grad_norm: 7.5812 2020-07-27 03:32:10,153 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 1 day, 0:41:04, time: 0.653, data_time: 0.002, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.8653 2020-07-27 03:32:24,395 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 1 day, 0:40:50, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3688, loss: 1.3688, grad_norm: 7.9853 2020-07-27 03:32:38,778 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 1 day, 0:40:37, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.5882 2020-07-27 03:32:51,819 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 1 day, 0:40:22, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2330, loss: 1.2330, grad_norm: 7.5077 2020-07-27 03:33:07,525 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 1 day, 0:40:09, time: 0.787, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.9466 2020-07-27 03:33:20,671 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 1 day, 0:39:55, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3594, loss: 1.3594, grad_norm: 7.9930 2020-07-27 03:33:35,742 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 1 day, 0:39:41, time: 0.756, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3087, loss: 1.3087, grad_norm: 7.7216 2020-07-27 03:33:48,271 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 1 day, 0:39:27, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.8368 2020-07-27 03:34:01,807 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 1 day, 0:39:13, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2721, loss: 1.2721, grad_norm: 7.5704 2020-07-27 03:34:15,640 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 1 day, 0:38:59, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3767, loss: 1.3767, grad_norm: 7.5655 2020-07-27 03:34:29,821 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 1 day, 0:38:45, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.8557 2020-07-27 03:34:43,453 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 1 day, 0:38:31, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.6984 2020-07-27 03:34:57,950 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 1 day, 0:38:17, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3671, loss: 1.3671, grad_norm: 8.1100 2020-07-27 03:35:11,010 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 1 day, 0:38:03, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8703, loss_cls: 1.3411, loss: 1.3411, grad_norm: 7.7176 2020-07-27 03:35:25,540 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 1 day, 0:37:49, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.3121, loss: 1.3121, grad_norm: 7.9039 2020-07-27 03:35:38,968 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 1 day, 0:37:35, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.8388 2020-07-27 03:35:52,426 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 1 day, 0:37:21, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.9854 2020-07-27 03:36:06,729 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 1 day, 0:37:07, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.3698, loss: 1.3698, grad_norm: 8.0549 2020-07-27 03:36:20,781 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 1 day, 0:36:53, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.4138, loss: 1.4138, grad_norm: 8.1403 2020-07-27 03:36:35,254 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 1 day, 0:36:39, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.6596 2020-07-27 03:36:48,926 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 1 day, 0:36:25, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.8650 2020-07-27 03:37:02,925 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 1 day, 0:36:11, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.8579 2020-07-27 03:37:16,735 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 1 day, 0:35:57, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.7746 2020-07-27 03:37:31,549 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 1 day, 0:35:44, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.6936 2020-07-27 03:37:45,631 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 1 day, 0:35:30, time: 0.706, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.7725 2020-07-27 03:37:58,713 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 1 day, 0:35:16, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3429, loss: 1.3429, grad_norm: 7.8161 2020-07-27 03:38:13,850 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 1 day, 0:35:02, time: 0.758, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3158, loss: 1.3158, grad_norm: 7.7690 2020-07-27 03:38:26,741 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 1 day, 0:34:48, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.8882 2020-07-27 03:38:40,507 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 1 day, 0:34:34, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3288, loss: 1.3288, grad_norm: 7.6481 2020-07-27 03:38:54,641 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 1 day, 0:34:20, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.9656 2020-07-27 03:39:08,276 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 1 day, 0:34:06, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8375, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.7685 2020-07-27 03:39:22,506 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 1 day, 0:33:52, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.3283, loss: 1.3283, grad_norm: 7.8055 2020-07-27 03:39:35,878 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 1 day, 0:33:38, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8680, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.0933 2020-07-27 03:39:50,160 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 1 day, 0:33:24, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.5027 2020-07-27 03:40:03,178 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 1 day, 0:33:10, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.7981 2020-07-27 03:40:17,374 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 1 day, 0:32:56, time: 0.710, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.3490, loss: 1.3490, grad_norm: 7.8483 2020-07-27 03:40:31,360 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 1 day, 0:32:42, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2957, loss: 1.2957, grad_norm: 7.6844 2020-07-27 03:40:45,542 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 1 day, 0:32:28, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5467, loss: 1.5467, grad_norm: 8.4135 2020-07-27 03:41:00,532 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 1 day, 0:32:15, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4519, loss: 1.4519, grad_norm: 7.9361 2020-07-27 03:41:15,219 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 1 day, 0:32:01, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.4520, loss: 1.4520, grad_norm: 8.0356 2020-07-27 03:41:27,832 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 1 day, 0:31:47, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4065, loss: 1.4065, grad_norm: 8.1826 2020-07-27 03:41:42,411 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 1 day, 0:31:33, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.0898 2020-07-27 03:41:56,367 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 1 day, 0:31:19, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.4461, loss: 1.4461, grad_norm: 8.0519 2020-07-27 03:42:09,980 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 1 day, 0:31:05, time: 0.681, data_time: 0.004, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4550, loss: 1.4550, grad_norm: 8.1865 2020-07-27 03:42:24,676 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 1 day, 0:30:52, time: 0.735, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.6200 2020-07-27 03:42:38,347 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 1 day, 0:30:37, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2974, loss: 1.2974, grad_norm: 7.5188 2020-07-27 03:42:53,583 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 1 day, 0:30:24, time: 0.762, data_time: 0.004, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3929, loss: 1.3929, grad_norm: 7.9618 2020-07-27 03:43:06,641 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 1 day, 0:30:10, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.6656 2020-07-27 03:43:21,238 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 1 day, 0:29:56, time: 0.734, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3269, loss: 1.3269, grad_norm: 7.4448 2020-07-27 03:43:35,346 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 1 day, 0:29:42, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.7395 2020-07-27 03:43:48,153 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 1 day, 0:29:28, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.8951 2020-07-27 03:44:02,777 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 1 day, 0:29:14, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.0280 2020-07-27 03:44:17,626 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 1 day, 0:29:01, time: 0.744, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4052, loss: 1.4052, grad_norm: 8.1196 2020-07-27 03:44:30,481 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 1 day, 0:28:46, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.9914 2020-07-27 03:44:45,486 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 1 day, 0:28:33, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2232, loss: 1.2232, grad_norm: 7.5661 2020-07-27 03:44:58,140 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 1 day, 0:28:18, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.9176 2020-07-27 03:45:11,914 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 1 day, 0:28:04, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.6916 2020-07-27 03:45:25,933 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 1 day, 0:27:50, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3449, loss: 1.3449, grad_norm: 7.7103 2020-07-27 03:45:39,538 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 1 day, 0:27:36, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.9363 2020-07-27 03:45:53,902 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 1 day, 0:27:23, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8398, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.9827 2020-07-27 03:46:07,078 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 1 day, 0:27:08, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3848, loss: 1.3848, grad_norm: 7.9844 2020-07-27 03:46:20,619 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 1 day, 0:26:54, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3408, loss: 1.3408, grad_norm: 7.8294 2020-07-27 03:46:34,941 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 1 day, 0:26:40, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.3982, loss: 1.3982, grad_norm: 8.1832 2020-07-27 03:46:47,879 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 1 day, 0:26:26, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3274, loss: 1.3274, grad_norm: 7.6608 2020-07-27 03:47:01,812 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 1 day, 0:26:12, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.5780 2020-07-27 03:47:15,345 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 1 day, 0:25:58, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.2964, loss: 1.2964, grad_norm: 7.8186 2020-07-27 03:47:28,563 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 1 day, 0:25:44, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3293, loss: 1.3293, grad_norm: 7.7162 2020-07-27 03:47:43,041 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 1 day, 0:25:30, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4553, loss: 1.4553, grad_norm: 8.1111 2020-07-27 03:47:56,356 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 1 day, 0:25:16, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4333, loss: 1.4333, grad_norm: 8.1605 2020-07-27 03:48:10,391 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 1 day, 0:25:02, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4825, loss: 1.4825, grad_norm: 8.1433 2020-07-27 03:48:23,598 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 1 day, 0:24:47, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.9975 2020-07-27 03:48:38,028 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 1 day, 0:24:34, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.4123, loss: 1.4123, grad_norm: 8.0640 2020-07-27 03:48:51,285 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 1 day, 0:24:20, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.5833 2020-07-27 03:49:05,372 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 1 day, 0:24:06, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3426, loss: 1.3426, grad_norm: 7.8066 2020-07-27 03:49:18,678 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 1 day, 0:23:51, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4132, loss: 1.4132, grad_norm: 8.0480 2020-07-27 03:49:32,838 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 1 day, 0:23:38, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.9062 2020-07-27 03:49:47,959 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 1 day, 0:23:24, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3503, loss: 1.3503, grad_norm: 8.0138 2020-07-27 03:50:01,785 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 1 day, 0:23:10, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4217, loss: 1.4217, grad_norm: 8.1395 2020-07-27 03:50:15,500 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 1 day, 0:22:56, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.0041 2020-07-27 03:50:30,646 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 1 day, 0:22:43, time: 0.755, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.6514 2020-07-27 03:50:44,138 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 1 day, 0:22:29, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3580, loss: 1.3580, grad_norm: 7.9788 2020-07-27 03:50:58,080 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 1 day, 0:22:15, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.7948 2020-07-27 03:51:12,012 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 1 day, 0:22:01, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.9299 2020-07-27 03:51:27,031 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 1 day, 0:21:47, time: 0.749, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.5030 2020-07-27 03:51:40,897 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 1 day, 0:21:33, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.9298 2020-07-27 03:51:54,463 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 1 day, 0:21:19, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.9213 2020-07-27 03:52:08,357 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 1 day, 0:21:05, time: 0.695, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.0265 2020-07-27 03:52:22,291 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 1 day, 0:20:51, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.8035 2020-07-27 03:52:35,930 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 1 day, 0:20:37, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4136, loss: 1.4136, grad_norm: 8.1533 2020-07-27 03:52:49,771 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 1 day, 0:20:23, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3383, loss: 1.3383, grad_norm: 7.9323 2020-07-27 03:53:04,430 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 1 day, 0:20:10, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3310, loss: 1.3310, grad_norm: 7.8548 2020-07-27 03:53:18,210 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 1 day, 0:19:56, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.7689 2020-07-27 03:53:31,781 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 1 day, 0:19:42, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3150, loss: 1.3150, grad_norm: 7.6878 2020-07-27 03:53:45,607 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 1 day, 0:19:28, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.7367 2020-07-27 03:53:59,703 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 1 day, 0:19:14, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.8132 2020-07-27 03:54:14,056 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 1 day, 0:19:00, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3087, loss: 1.3087, grad_norm: 7.5749 2020-07-27 03:54:26,751 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 1 day, 0:18:46, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.8659 2020-07-27 03:54:41,025 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 1 day, 0:18:32, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3447, loss: 1.3447, grad_norm: 7.9001 2020-07-27 03:54:55,009 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 1 day, 0:18:18, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4213, loss: 1.4213, grad_norm: 8.0660 2020-07-27 03:55:09,165 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 1 day, 0:18:04, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3589, loss: 1.3589, grad_norm: 8.0370 2020-07-27 03:55:25,064 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 1 day, 0:17:51, time: 0.798, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.9631 2020-07-27 03:55:38,002 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 1 day, 0:17:37, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.9118 2020-07-27 03:55:52,095 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 1 day, 0:17:23, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3584, loss: 1.3584, grad_norm: 7.9620 2020-07-27 03:56:05,711 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 1 day, 0:17:09, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3685, loss: 1.3685, grad_norm: 7.7546 2020-07-27 03:56:19,613 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 1 day, 0:16:55, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.9221 2020-07-27 03:56:33,516 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 1 day, 0:16:41, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5024, loss: 1.5024, grad_norm: 8.2865 2020-07-27 03:56:48,048 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 1 day, 0:16:27, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3442, loss: 1.3442, grad_norm: 7.9393 2020-07-27 03:57:02,705 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 1 day, 0:16:14, time: 0.735, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4415, loss: 1.4415, grad_norm: 8.1997 2020-07-27 03:57:15,516 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 1 day, 0:15:59, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3594, loss: 1.3594, grad_norm: 7.7059 2020-07-27 03:57:29,348 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 1 day, 0:15:45, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.9018 2020-07-27 03:57:43,709 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 1 day, 0:15:31, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4362, loss: 1.4362, grad_norm: 7.8631 2020-07-27 03:57:56,813 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 1 day, 0:15:17, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5171, loss: 1.5171, grad_norm: 8.2088 2020-07-27 03:58:10,284 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 1 day, 0:15:03, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.8743 2020-07-27 03:58:24,352 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 1 day, 0:14:49, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.7496 2020-07-27 03:58:37,539 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 1 day, 0:14:35, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4587, loss: 1.4587, grad_norm: 8.0611 2020-07-27 03:58:51,592 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 1 day, 0:14:21, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8383, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.8501 2020-07-27 03:59:05,139 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 1 day, 0:14:07, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.9038 2020-07-27 03:59:19,450 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 1 day, 0:13:53, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5666, loss: 1.5666, grad_norm: 8.1464 2020-07-27 03:59:33,057 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 1 day, 0:13:39, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.1509 2020-07-27 03:59:46,566 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 1 day, 0:13:25, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4424, loss: 1.4424, grad_norm: 8.2683 2020-07-27 04:00:01,823 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 1 day, 0:13:11, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3602, loss: 1.3602, grad_norm: 7.6347 2020-07-27 04:00:15,044 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 1 day, 0:12:57, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.7842 2020-07-27 04:00:28,539 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 1 day, 0:12:43, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2392, loss: 1.2392, grad_norm: 7.4250 2020-07-27 04:00:42,289 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 1 day, 0:12:29, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.9816 2020-07-27 04:00:55,485 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 1 day, 0:12:15, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8734, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.8626 2020-07-27 04:01:10,015 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 1 day, 0:12:01, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4345, loss: 1.4345, grad_norm: 7.8241 2020-07-27 04:01:23,170 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 1 day, 0:11:47, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.7698 2020-07-27 04:01:37,653 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 1 day, 0:11:33, time: 0.725, data_time: 0.002, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3223, loss: 1.3223, grad_norm: 7.8992 2020-07-27 04:01:51,432 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 1 day, 0:11:19, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.8934 2020-07-27 04:02:04,866 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 1 day, 0:11:05, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.9342 2020-07-27 04:02:18,372 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 1 day, 0:10:51, time: 0.673, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.8475 2020-07-27 04:02:31,814 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 1 day, 0:10:37, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3556, loss: 1.3556, grad_norm: 7.9406 2020-07-27 04:02:45,932 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 1 day, 0:10:23, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.9168 2020-07-27 04:03:00,914 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 1 day, 0:10:09, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.8967 2020-07-27 04:03:14,373 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 1 day, 0:09:55, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.1758 2020-07-27 04:03:29,125 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 1 day, 0:09:42, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.9218 2020-07-27 04:03:43,626 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 1 day, 0:09:28, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4453, loss: 1.4453, grad_norm: 8.3103 2020-07-27 04:03:57,851 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 1 day, 0:09:14, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3078, loss: 1.3078, grad_norm: 7.6677 2020-07-27 04:04:12,572 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 1 day, 0:09:01, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.8086 2020-07-27 04:04:25,262 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 1 day, 0:08:46, time: 0.635, data_time: 0.003, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8609, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.8390 2020-07-27 04:04:39,456 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 1 day, 0:08:32, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3372, loss: 1.3372, grad_norm: 7.8785 2020-07-27 04:04:53,969 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 1 day, 0:08:19, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8641, loss_cls: 1.3826, loss: 1.3826, grad_norm: 7.9719 2020-07-27 04:05:06,805 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 1 day, 0:08:04, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.9473 2020-07-27 04:05:21,327 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 1 day, 0:07:50, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4209, loss: 1.4209, grad_norm: 7.9641 2020-07-27 04:05:34,069 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 1 day, 0:07:36, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3550, loss: 1.3550, grad_norm: 7.9901 2020-07-27 04:05:48,860 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 1 day, 0:07:22, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4152, loss: 1.4152, grad_norm: 7.7961 2020-07-27 04:06:02,009 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 1 day, 0:07:08, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.8365 2020-07-27 04:06:15,820 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 1 day, 0:06:54, time: 0.684, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.9209 2020-07-27 04:06:30,191 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 1 day, 0:06:40, time: 0.725, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8547, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.9990 2020-07-27 04:06:43,244 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 1 day, 0:06:26, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4645, loss: 1.4645, grad_norm: 8.1957 2020-07-27 04:06:57,631 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 1 day, 0:06:12, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3612, loss: 1.3612, grad_norm: 7.8903 2020-07-27 04:07:12,329 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 1 day, 0:05:59, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.7780 2020-07-27 04:07:25,078 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 1 day, 0:05:44, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4427, loss: 1.4427, grad_norm: 8.0399 2020-07-27 04:07:38,812 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 1 day, 0:05:30, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.8993 2020-07-27 04:07:52,476 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 1 day, 0:05:16, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.7899 2020-07-27 04:08:07,223 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 1 day, 0:05:03, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.8302 2020-07-27 04:08:21,951 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 1 day, 0:04:49, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.1025 2020-07-27 04:08:35,054 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 1 day, 0:04:35, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.3300, loss: 1.3300, grad_norm: 7.9658 2020-07-27 04:08:48,733 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 1 day, 0:04:21, time: 0.684, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.8571 2020-07-27 04:09:02,873 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 1 day, 0:04:07, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4618, loss: 1.4618, grad_norm: 8.2379 2020-07-27 04:09:17,088 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 1 day, 0:03:53, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.9686 2020-07-27 04:09:30,889 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 1 day, 0:03:39, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.2990, loss: 1.2990, grad_norm: 7.7712 2020-07-27 04:09:44,058 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 1 day, 0:03:25, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.4204, loss: 1.4204, grad_norm: 8.0231 2020-07-27 04:09:58,486 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 1 day, 0:03:11, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.7846 2020-07-27 04:10:11,789 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 1 day, 0:02:57, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3867, loss: 1.3867, grad_norm: 7.8313 2020-07-27 04:10:26,592 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 1 day, 0:02:43, time: 0.736, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3379, loss: 1.3379, grad_norm: 7.9079 2020-07-27 04:10:39,695 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 1 day, 0:02:29, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4340, loss: 1.4340, grad_norm: 8.1970 2020-07-27 04:10:52,926 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 1 day, 0:02:15, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.8761 2020-07-27 04:11:06,970 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 1 day, 0:02:01, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3681, loss: 1.3681, grad_norm: 7.8237 2020-07-27 04:11:21,111 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 1 day, 0:01:47, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.9683 2020-07-27 04:11:34,960 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 1 day, 0:01:33, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.0202 2020-07-27 04:11:48,885 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 1 day, 0:01:19, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.7565 2020-07-27 04:12:02,124 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 1 day, 0:01:05, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.3954, loss: 1.3954, grad_norm: 7.9809 2020-07-27 04:12:16,998 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 1 day, 0:00:51, time: 0.741, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4369, loss: 1.4369, grad_norm: 8.1516 2020-07-27 04:12:29,769 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 1 day, 0:00:37, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.8931 2020-07-27 04:12:44,030 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 1 day, 0:00:23, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.8372 2020-07-27 04:12:57,247 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 1 day, 0:00:09, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.6748 2020-07-27 04:13:11,573 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 23:59:55, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4410, loss: 1.4410, grad_norm: 8.0173 2020-07-27 04:13:24,605 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-07-27 04:13:49,332 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 23:59:28, time: 1.151, data_time: 0.536, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8562, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.9795 2020-07-27 04:14:01,480 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 23:59:13, time: 0.610, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.8259 2020-07-27 04:14:15,005 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 23:58:59, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.6192 2020-07-27 04:14:28,618 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 23:58:45, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.7466 2020-07-27 04:14:43,058 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 23:58:31, time: 0.720, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.8701 2020-07-27 04:14:57,578 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 23:58:17, time: 0.731, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.0662 2020-07-27 04:15:10,186 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 23:58:03, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.7297 2020-07-27 04:15:24,052 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 23:57:49, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.6874 2020-07-27 04:15:37,358 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 23:57:35, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3650, loss: 1.3650, grad_norm: 7.9766 2020-07-27 04:15:51,406 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 23:57:21, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.9481 2020-07-27 04:16:05,205 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 23:57:07, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2765, loss: 1.2765, grad_norm: 7.8039 2020-07-27 04:16:19,465 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 23:56:53, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.9043 2020-07-27 04:16:33,180 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 23:56:39, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.7084 2020-07-27 04:16:47,823 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 23:56:25, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3776, loss: 1.3776, grad_norm: 7.7629 2020-07-27 04:17:02,637 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 23:56:12, time: 0.744, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.9299 2020-07-27 04:17:16,747 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 23:55:58, time: 0.703, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3597, loss: 1.3597, grad_norm: 7.9125 2020-07-27 04:17:31,015 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 23:55:44, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3365, loss: 1.3365, grad_norm: 7.8885 2020-07-27 04:17:43,949 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 23:55:30, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3268, loss: 1.3268, grad_norm: 7.5980 2020-07-27 04:17:57,332 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 23:55:16, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.0578 2020-07-27 04:18:10,753 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 23:55:01, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2339, loss: 1.2339, grad_norm: 7.7048 2020-07-27 04:18:24,802 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 23:54:47, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.9021 2020-07-27 04:18:38,056 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 23:54:33, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.9730 2020-07-27 04:18:51,720 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 23:54:19, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.8350 2020-07-27 04:19:05,175 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 23:54:05, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4178, loss: 1.4178, grad_norm: 8.1174 2020-07-27 04:19:19,493 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 23:53:51, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.8109 2020-07-27 04:19:33,375 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 23:53:37, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3964, loss: 1.3964, grad_norm: 8.1187 2020-07-27 04:19:48,605 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 23:53:24, time: 0.763, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.3887, loss: 1.3887, grad_norm: 8.0269 2020-07-27 04:20:01,905 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 23:53:10, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.0825 2020-07-27 04:20:15,582 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 23:52:56, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3958, loss: 1.3958, grad_norm: 7.8927 2020-07-27 04:20:30,136 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 23:52:42, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.9014 2020-07-27 04:20:45,215 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 23:52:29, time: 0.756, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5210, loss: 1.5210, grad_norm: 7.9142 2020-07-27 04:20:59,392 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 23:52:15, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.3116, loss: 1.3116, grad_norm: 7.9056 2020-07-27 04:21:14,216 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 23:52:01, time: 0.743, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.9986 2020-07-27 04:21:27,604 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 23:51:47, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.6328 2020-07-27 04:21:40,711 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 23:51:33, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.3035, loss: 1.3035, grad_norm: 7.9114 2020-07-27 04:21:54,538 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 23:51:19, time: 0.691, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3309, loss: 1.3309, grad_norm: 7.6897 2020-07-27 04:22:07,978 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 23:51:05, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.9399 2020-07-27 04:22:22,181 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 23:50:51, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.6164 2020-07-27 04:22:35,888 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 23:50:37, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.0267 2020-07-27 04:22:49,555 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 23:50:23, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.9203 2020-07-27 04:23:02,687 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 23:50:08, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3609, loss: 1.3609, grad_norm: 7.8162 2020-07-27 04:23:16,279 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 23:49:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8828, loss_cls: 1.2806, loss: 1.2806, grad_norm: 7.8817 2020-07-27 04:23:31,324 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 23:49:41, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4076, loss: 1.4076, grad_norm: 7.8088 2020-07-27 04:23:43,856 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 23:49:26, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4062, loss: 1.4062, grad_norm: 8.1457 2020-07-27 04:23:58,853 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 23:49:13, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.3088, loss: 1.3088, grad_norm: 7.7051 2020-07-27 04:24:12,365 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 23:48:59, time: 0.682, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.7746 2020-07-27 04:24:26,271 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 23:48:45, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.8219 2020-07-27 04:24:40,219 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 23:48:31, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4260, loss: 1.4260, grad_norm: 8.1634 2020-07-27 04:24:54,703 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 23:48:17, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3150, loss: 1.3150, grad_norm: 7.7615 2020-07-27 04:25:07,717 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 23:48:03, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.5623 2020-07-27 04:25:20,988 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 23:47:49, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.9137 2020-07-27 04:25:35,992 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 23:47:35, time: 0.750, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.3827, loss: 1.3827, grad_norm: 7.8034 2020-07-27 04:25:50,703 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 23:47:22, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4411, loss: 1.4411, grad_norm: 8.0140 2020-07-27 04:26:03,472 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 23:47:07, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.9012 2020-07-27 04:26:17,300 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 23:46:53, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.4483, loss: 1.4483, grad_norm: 8.1498 2020-07-27 04:26:31,354 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 23:46:39, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3097, loss: 1.3097, grad_norm: 7.6760 2020-07-27 04:26:45,167 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 23:46:25, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3935, loss: 1.3935, grad_norm: 8.1138 2020-07-27 04:26:59,217 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 23:46:11, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2737, loss: 1.2737, grad_norm: 7.7766 2020-07-27 04:27:12,280 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 23:45:57, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3618, loss: 1.3618, grad_norm: 8.1076 2020-07-27 04:27:25,784 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 23:45:43, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4713, loss: 1.4713, grad_norm: 8.0325 2020-07-27 04:27:39,849 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 23:45:29, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.1424 2020-07-27 04:27:52,826 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 23:45:15, time: 0.649, data_time: 0.001, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3438, loss: 1.3438, grad_norm: 7.7781 2020-07-27 04:28:07,094 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 23:45:01, time: 0.711, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.9776 2020-07-27 04:28:22,067 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 23:44:47, time: 0.751, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.6225 2020-07-27 04:28:35,466 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 23:44:33, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.8812 2020-07-27 04:28:49,225 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 23:44:19, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4701, loss: 1.4701, grad_norm: 8.0941 2020-07-27 04:29:02,563 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 23:44:05, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.3841, loss: 1.3841, grad_norm: 7.8335 2020-07-27 04:29:16,837 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 23:43:51, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3698, loss: 1.3698, grad_norm: 7.9469 2020-07-27 04:29:30,546 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 23:43:37, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.8153 2020-07-27 04:29:44,753 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 23:43:23, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3678, loss: 1.3678, grad_norm: 7.9533 2020-07-27 04:29:58,262 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 23:43:09, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3813, loss: 1.3813, grad_norm: 7.7655 2020-07-27 04:30:12,774 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 23:42:55, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.4007, loss: 1.4007, grad_norm: 7.8973 2020-07-27 04:30:26,217 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 23:42:41, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.6753 2020-07-27 04:30:39,839 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 23:42:27, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.7271 2020-07-27 04:30:53,703 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 23:42:13, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3933, loss: 1.3933, grad_norm: 7.9328 2020-07-27 04:31:07,212 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 23:41:59, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.6496 2020-07-27 04:31:20,779 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 23:41:45, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.7282 2020-07-27 04:31:35,781 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 23:41:32, time: 0.749, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.7446 2020-07-27 04:31:49,862 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 23:41:18, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4821, loss: 1.4821, grad_norm: 8.2132 2020-07-27 04:32:02,641 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 23:41:03, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.8610 2020-07-27 04:32:16,547 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 23:40:49, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.0003 2020-07-27 04:32:31,092 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 23:40:36, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.7551 2020-07-27 04:32:45,116 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 23:40:22, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8313, loss_cls: 1.5111, loss: 1.5111, grad_norm: 8.4373 2020-07-27 04:32:58,645 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 23:40:08, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.8755 2020-07-27 04:33:12,254 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 23:39:54, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.3270, loss: 1.3270, grad_norm: 7.9505 2020-07-27 04:33:25,562 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 23:39:39, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3321, loss: 1.3321, grad_norm: 7.8941 2020-07-27 04:33:39,421 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 23:39:25, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3711, loss: 1.3711, grad_norm: 7.9330 2020-07-27 04:33:54,511 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 23:39:12, time: 0.757, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3994, loss: 1.3994, grad_norm: 8.0324 2020-07-27 04:34:08,431 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 23:38:58, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3752, loss: 1.3752, grad_norm: 7.9394 2020-07-27 04:34:22,706 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 23:38:44, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3428, loss: 1.3428, grad_norm: 7.6215 2020-07-27 04:34:36,495 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 23:38:30, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4256, loss: 1.4256, grad_norm: 8.1415 2020-07-27 04:34:50,893 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 23:38:17, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.0135 2020-07-27 04:35:04,843 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 23:38:03, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3608, loss: 1.3608, grad_norm: 7.9218 2020-07-27 04:35:18,890 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 23:37:49, time: 0.703, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.8702 2020-07-27 04:35:33,465 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 23:37:35, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.3557, loss: 1.3557, grad_norm: 7.8370 2020-07-27 04:35:47,543 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 23:37:21, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.7955 2020-07-27 04:36:01,028 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 23:37:07, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3940, loss: 1.3940, grad_norm: 8.2034 2020-07-27 04:36:14,104 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 23:36:53, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.7753 2020-07-27 04:36:28,396 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 23:36:39, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.7684 2020-07-27 04:36:43,582 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 23:36:26, time: 0.761, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.8853 2020-07-27 04:36:56,770 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 23:36:11, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4690, loss: 1.4690, grad_norm: 8.0972 2020-07-27 04:37:10,410 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 23:35:57, time: 0.684, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4245, loss: 1.4245, grad_norm: 7.8356 2020-07-27 04:37:23,916 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 23:35:43, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8672, loss_cls: 1.3280, loss: 1.3280, grad_norm: 7.9738 2020-07-27 04:37:37,626 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 23:35:29, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3936, loss: 1.3936, grad_norm: 8.0194 2020-07-27 04:37:51,556 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 23:35:15, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2352, loss: 1.2352, grad_norm: 7.6572 2020-07-27 04:38:05,668 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 23:35:01, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3747, loss: 1.3747, grad_norm: 8.0421 2020-07-27 04:38:19,529 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 23:34:47, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3594, loss: 1.3594, grad_norm: 7.8312 2020-07-27 04:38:32,583 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 23:34:33, time: 0.653, data_time: 0.002, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.8341 2020-07-27 04:38:46,037 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 23:34:19, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.0790 2020-07-27 04:39:00,956 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 23:34:05, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.6496 2020-07-27 04:39:14,512 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 23:33:51, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4174, loss: 1.4174, grad_norm: 8.0103 2020-07-27 04:39:27,877 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 23:33:37, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4230, loss: 1.4230, grad_norm: 8.1697 2020-07-27 04:39:41,909 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 23:33:23, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3922, loss: 1.3922, grad_norm: 8.0148 2020-07-27 04:39:55,478 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 23:33:09, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4604, loss: 1.4604, grad_norm: 8.1689 2020-07-27 04:40:08,816 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 23:32:55, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3370, loss: 1.3370, grad_norm: 7.8413 2020-07-27 04:40:23,057 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 23:32:41, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3727, loss: 1.3727, grad_norm: 7.9541 2020-07-27 04:40:37,390 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 23:32:27, time: 0.713, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4825, loss: 1.4825, grad_norm: 8.1073 2020-07-27 04:40:50,551 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 23:32:13, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4125, loss: 1.4125, grad_norm: 8.1133 2020-07-27 04:41:03,310 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 23:31:58, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.8709 2020-07-27 04:41:17,593 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 23:31:45, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4875, loss: 1.4875, grad_norm: 8.2086 2020-07-27 04:41:33,486 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 23:31:32, time: 0.791, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.9882 2020-07-27 04:41:45,960 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 23:31:17, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.3152, loss: 1.3152, grad_norm: 7.7522 2020-07-27 04:42:01,832 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 23:31:04, time: 0.790, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4248, loss: 1.4248, grad_norm: 8.0051 2020-07-27 04:42:15,491 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 23:30:50, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2666, loss: 1.2666, grad_norm: 7.7395 2020-07-27 04:42:28,638 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 23:30:36, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3788, loss: 1.3788, grad_norm: 8.0232 2020-07-27 04:42:41,806 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 23:30:21, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.0719 2020-07-27 04:42:57,158 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 23:30:08, time: 0.765, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.9747 2020-07-27 04:43:10,825 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 23:29:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.9654 2020-07-27 04:43:25,674 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 23:29:41, time: 0.740, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.5274 2020-07-27 04:43:38,733 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 23:29:26, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.0186 2020-07-27 04:43:52,609 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 23:29:12, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.3300, loss: 1.3300, grad_norm: 7.9011 2020-07-27 04:44:05,995 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 23:28:58, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.9414 2020-07-27 04:44:20,078 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 23:28:44, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.8368 2020-07-27 04:44:33,856 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 23:28:30, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4055, loss: 1.4055, grad_norm: 8.0408 2020-07-27 04:44:49,731 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 23:28:17, time: 0.789, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2263, loss: 1.2263, grad_norm: 7.4030 2020-07-27 04:45:03,310 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 23:28:03, time: 0.684, data_time: 0.011, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4340, loss: 1.4340, grad_norm: 8.3122 2020-07-27 04:45:16,710 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 23:27:49, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.9918 2020-07-27 04:45:30,371 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 23:27:35, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3964, loss: 1.3964, grad_norm: 8.0351 2020-07-27 04:45:43,701 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 23:27:21, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.3560, loss: 1.3560, grad_norm: 8.0967 2020-07-27 04:45:58,311 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 23:27:07, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2821, loss: 1.2821, grad_norm: 7.6968 2020-07-27 04:46:11,096 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 23:26:53, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.9022 2020-07-27 04:46:24,589 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 23:26:38, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4537, loss: 1.4537, grad_norm: 8.4839 2020-07-27 04:46:38,141 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 23:26:24, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.3022, loss: 1.3022, grad_norm: 7.9655 2020-07-27 04:46:52,403 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 23:26:10, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4539, loss: 1.4539, grad_norm: 8.0916 2020-07-27 04:47:05,497 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 23:25:56, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.6076 2020-07-27 04:47:19,938 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 23:25:42, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3712, loss: 1.3712, grad_norm: 7.9298 2020-07-27 04:47:34,539 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 23:25:29, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.8970 2020-07-27 04:47:47,962 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 23:25:15, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.9790 2020-07-27 04:48:01,037 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 23:25:00, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.8851 2020-07-27 04:48:14,868 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 23:24:46, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.0874 2020-07-27 04:48:28,310 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 23:24:32, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.0907 2020-07-27 04:48:42,277 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 23:24:18, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.7558 2020-07-27 04:48:55,548 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 23:24:04, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4095, loss: 1.4095, grad_norm: 8.2189 2020-07-27 04:49:09,588 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 23:23:50, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3933, loss: 1.3933, grad_norm: 8.2309 2020-07-27 04:49:22,423 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 23:23:36, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.9616 2020-07-27 04:49:37,506 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 23:23:22, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3084, loss: 1.3084, grad_norm: 7.7448 2020-07-27 04:49:51,246 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 23:23:08, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.0288 2020-07-27 04:50:04,963 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 23:22:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3218, loss: 1.3218, grad_norm: 7.8398 2020-07-27 04:50:18,791 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 23:22:40, time: 0.691, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.9719 2020-07-27 04:50:32,392 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 23:22:26, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.3274, loss: 1.3274, grad_norm: 7.9577 2020-07-27 04:50:47,124 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 23:22:13, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.4219, loss: 1.4219, grad_norm: 8.0616 2020-07-27 04:50:59,954 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 23:21:58, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.9847 2020-07-27 04:51:13,907 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 23:21:44, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.0450 2020-07-27 04:51:27,008 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 23:21:30, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3849, loss: 1.3849, grad_norm: 8.1184 2020-07-27 04:51:41,930 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 23:21:16, time: 0.748, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3520, loss: 1.3520, grad_norm: 8.0724 2020-07-27 04:51:55,213 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 23:21:02, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.8400 2020-07-27 04:52:09,331 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 23:20:48, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3539, loss: 1.3539, grad_norm: 7.9887 2020-07-27 04:52:22,942 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 23:20:34, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.9928 2020-07-27 04:52:36,502 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 23:20:20, time: 0.680, data_time: 0.004, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8555, loss_cls: 1.3937, loss: 1.3937, grad_norm: 8.2032 2020-07-27 04:52:50,185 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 23:20:06, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.1633 2020-07-27 04:53:03,564 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 23:19:52, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.5891 2020-07-27 04:53:17,356 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 23:19:38, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.0426 2020-07-27 04:53:30,965 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 23:19:24, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.0946 2020-07-27 04:53:44,355 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 23:19:10, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4409, loss: 1.4409, grad_norm: 8.1042 2020-07-27 04:53:58,897 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 23:18:56, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.8269 2020-07-27 04:54:11,971 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 23:18:42, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3466, loss: 1.3466, grad_norm: 7.8904 2020-07-27 04:54:25,425 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 23:18:27, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3315, loss: 1.3315, grad_norm: 7.9546 2020-07-27 04:54:39,148 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 23:18:13, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4461, loss: 1.4461, grad_norm: 8.3202 2020-07-27 04:54:53,374 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 23:18:00, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.9611 2020-07-27 04:55:07,036 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 23:17:46, time: 0.681, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.8768 2020-07-27 04:55:20,742 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 23:17:32, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3777, loss: 1.3777, grad_norm: 8.1152 2020-07-27 04:55:34,023 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 23:17:17, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.2766, loss: 1.2766, grad_norm: 7.6522 2020-07-27 04:55:47,882 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 23:17:03, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.8964 2020-07-27 04:56:01,136 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 23:16:49, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.9837 2020-07-27 04:56:14,802 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 23:16:35, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.7334 2020-07-27 04:56:29,260 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 23:16:21, time: 0.728, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3524, loss: 1.3524, grad_norm: 7.8117 2020-07-27 04:56:43,801 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 23:16:08, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3176, loss: 1.3176, grad_norm: 7.8975 2020-07-27 04:56:54,587 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-27 04:57:16,285 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 23:15:39, time: 1.014, data_time: 0.415, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2980, loss: 1.2980, grad_norm: 7.6863 2020-07-27 04:57:29,411 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 23:15:25, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3264, loss: 1.3264, grad_norm: 7.9093 2020-07-27 04:57:43,355 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 23:15:11, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4238, loss: 1.4238, grad_norm: 8.3038 2020-07-27 04:57:58,435 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 23:14:58, time: 0.758, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2705, loss: 1.2705, grad_norm: 7.7134 2020-07-27 04:58:10,858 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 23:14:43, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.0868 2020-07-27 04:58:26,672 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 23:14:30, time: 0.793, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.9274 2020-07-27 04:58:39,083 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 23:14:15, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.4006, loss: 1.4006, grad_norm: 8.0623 2020-07-27 04:58:52,462 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 23:14:01, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8406, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.9939 2020-07-27 04:59:07,205 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 23:13:48, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.9526 2020-07-27 04:59:21,175 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 23:13:34, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.9276 2020-07-27 04:59:34,817 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 23:13:20, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.4158, loss: 1.4158, grad_norm: 8.0270 2020-07-27 04:59:48,721 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 23:13:06, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.9136 2020-07-27 05:00:01,607 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 23:12:51, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.2805, loss: 1.2805, grad_norm: 7.9340 2020-07-27 05:00:16,432 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 23:12:38, time: 0.732, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4345, loss: 1.4345, grad_norm: 8.0009 2020-07-27 05:00:30,506 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 23:12:24, time: 0.716, data_time: 0.030, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3482, loss: 1.3482, grad_norm: 8.2808 2020-07-27 05:00:43,582 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 23:12:10, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3746, loss: 1.3746, grad_norm: 8.1114 2020-07-27 05:00:59,550 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 23:11:56, time: 0.790, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2927, loss: 1.2927, grad_norm: 7.6825 2020-07-27 05:01:12,084 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 23:11:42, time: 0.636, data_time: 0.011, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3939, loss: 1.3939, grad_norm: 8.2284 2020-07-27 05:01:26,479 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 23:11:28, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.0741 2020-07-27 05:01:39,358 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 23:11:14, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2577, loss: 1.2577, grad_norm: 7.7440 2020-07-27 05:01:53,620 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 23:11:00, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.0724 2020-07-27 05:02:07,488 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 23:10:46, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.9439 2020-07-27 05:02:21,261 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 23:10:32, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.0545 2020-07-27 05:02:35,678 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 23:10:18, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.7505 2020-07-27 05:02:48,494 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 23:10:04, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.4029, loss: 1.4029, grad_norm: 8.3598 2020-07-27 05:03:04,055 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 23:09:51, time: 0.780, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.9839 2020-07-27 05:03:18,644 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 23:09:37, time: 0.728, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.2539 2020-07-27 05:03:31,997 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 23:09:23, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2264, loss: 1.2264, grad_norm: 7.6196 2020-07-27 05:03:45,608 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 23:09:09, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2647, loss: 1.2647, grad_norm: 7.8743 2020-07-27 05:03:58,553 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 23:08:54, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8812, loss_cls: 1.2619, loss: 1.2619, grad_norm: 7.7071 2020-07-27 05:04:11,686 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 23:08:40, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3517, loss: 1.3517, grad_norm: 8.1445 2020-07-27 05:04:25,708 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 23:08:26, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.3059, loss: 1.3059, grad_norm: 7.9241 2020-07-27 05:04:39,578 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 23:08:12, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4137, loss: 1.4137, grad_norm: 8.0725 2020-07-27 05:04:54,655 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 23:07:59, time: 0.756, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3572, loss: 1.3572, grad_norm: 7.8529 2020-07-27 05:05:07,356 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 23:07:44, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.9306 2020-07-27 05:05:21,299 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 23:07:30, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3974, loss: 1.3974, grad_norm: 8.0000 2020-07-27 05:05:35,637 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 23:07:17, time: 0.717, data_time: 0.002, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2622, loss: 1.2622, grad_norm: 7.9523 2020-07-27 05:05:48,782 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 23:07:02, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.0806 2020-07-27 05:06:02,642 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 23:06:48, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.0101 2020-07-27 05:06:17,905 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 23:06:35, time: 0.761, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.1684 2020-07-27 05:06:30,842 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 23:06:21, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.4057, loss: 1.4057, grad_norm: 8.0950 2020-07-27 05:06:44,545 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 23:06:07, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.1560 2020-07-27 05:06:58,117 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 23:05:53, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3459, loss: 1.3459, grad_norm: 7.7609 2020-07-27 05:07:12,493 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 23:05:39, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8695, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.0891 2020-07-27 05:07:25,315 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 23:05:24, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8805, loss_cls: 1.3256, loss: 1.3256, grad_norm: 8.1917 2020-07-27 05:07:38,590 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 23:05:10, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8398, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.5685 2020-07-27 05:07:52,248 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 23:04:56, time: 0.685, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3418, loss: 1.3418, grad_norm: 7.9607 2020-07-27 05:08:05,542 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 23:04:42, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.9034 2020-07-27 05:08:21,189 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 23:04:29, time: 0.779, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3881, loss: 1.3881, grad_norm: 8.0264 2020-07-27 05:08:34,693 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 23:04:15, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.1575 2020-07-27 05:08:49,022 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 23:04:01, time: 0.714, data_time: 0.004, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.1567 2020-07-27 05:09:01,860 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 23:03:46, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4125, loss: 1.4125, grad_norm: 8.2367 2020-07-27 05:09:16,502 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 23:03:33, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.0572 2020-07-27 05:09:30,704 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 23:03:19, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3775, loss: 1.3775, grad_norm: 8.1443 2020-07-27 05:09:43,936 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 23:03:05, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3429, loss: 1.3429, grad_norm: 7.8950 2020-07-27 05:09:57,712 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 23:02:51, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3024, loss: 1.3024, grad_norm: 7.7523 2020-07-27 05:10:10,890 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 23:02:36, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.7852 2020-07-27 05:10:24,573 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 23:02:22, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8547, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.6815 2020-07-27 05:10:38,532 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 23:02:08, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.1869 2020-07-27 05:10:52,467 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 23:01:55, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4775, loss: 1.4775, grad_norm: 8.0602 2020-07-27 05:11:06,191 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 23:01:41, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3505, loss: 1.3505, grad_norm: 7.9148 2020-07-27 05:11:19,856 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 23:01:26, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4407, loss: 1.4407, grad_norm: 8.1360 2020-07-27 05:11:34,294 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 23:01:13, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3167, loss: 1.3167, grad_norm: 7.7530 2020-07-27 05:11:47,587 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 23:00:59, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.1022 2020-07-27 05:12:01,340 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 23:00:44, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.2979, loss: 1.2979, grad_norm: 7.8034 2020-07-27 05:12:15,082 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 23:00:30, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.9816 2020-07-27 05:12:28,840 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 23:00:16, time: 0.685, data_time: 0.012, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3071, loss: 1.3071, grad_norm: 7.4765 2020-07-27 05:12:42,554 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 23:00:02, time: 0.688, data_time: 0.011, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4232, loss: 1.4232, grad_norm: 8.1524 2020-07-27 05:12:56,383 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 22:59:48, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4645, loss: 1.4645, grad_norm: 8.0787 2020-07-27 05:13:10,092 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 22:59:34, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8398, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.9709 2020-07-27 05:13:24,118 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 22:59:21, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.0837 2020-07-27 05:13:37,224 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 22:59:06, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2961, loss: 1.2961, grad_norm: 7.8705 2020-07-27 05:13:50,994 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 22:58:52, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3574, loss: 1.3574, grad_norm: 8.0486 2020-07-27 05:14:05,857 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 22:58:39, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3009, loss: 1.3009, grad_norm: 7.7800 2020-07-27 05:14:18,727 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 22:58:24, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.9609 2020-07-27 05:14:32,219 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 22:58:10, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2731, loss: 1.2731, grad_norm: 7.6877 2020-07-27 05:14:47,952 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 22:57:57, time: 0.785, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.7057 2020-07-27 05:15:00,674 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 22:57:43, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3765, loss: 1.3765, grad_norm: 8.1037 2020-07-27 05:15:14,445 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 22:57:29, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.9395 2020-07-27 05:15:27,327 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 22:57:14, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3059, loss: 1.3059, grad_norm: 7.5796 2020-07-27 05:15:41,608 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 22:57:00, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4080, loss: 1.4080, grad_norm: 8.1266 2020-07-27 05:15:55,215 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 22:56:46, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3787, loss: 1.3787, grad_norm: 8.0324 2020-07-27 05:16:10,333 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 22:56:33, time: 0.753, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.1292 2020-07-27 05:16:23,596 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 22:56:19, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4439, loss: 1.4439, grad_norm: 8.2453 2020-07-27 05:16:37,351 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 22:56:05, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4282, loss: 1.4282, grad_norm: 8.1578 2020-07-27 05:16:51,213 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 22:55:51, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2528, loss: 1.2528, grad_norm: 7.8319 2020-07-27 05:17:04,626 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 22:55:36, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2710, loss: 1.2710, grad_norm: 7.8131 2020-07-27 05:17:19,117 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 22:55:23, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4363, loss: 1.4363, grad_norm: 8.3182 2020-07-27 05:17:32,097 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 22:55:08, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3253, loss: 1.3253, grad_norm: 7.8778 2020-07-27 05:17:46,940 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 22:54:55, time: 0.745, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.9540 2020-07-27 05:18:00,405 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 22:54:41, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3521, loss: 1.3521, grad_norm: 7.9523 2020-07-27 05:18:14,109 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 22:54:27, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.8065 2020-07-27 05:18:27,742 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 22:54:13, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3269, loss: 1.3269, grad_norm: 7.8875 2020-07-27 05:18:41,635 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 22:53:59, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.9385 2020-07-27 05:18:54,646 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 22:53:44, time: 0.651, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.6830 2020-07-27 05:19:09,209 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 22:53:31, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4699, loss: 1.4699, grad_norm: 8.1657 2020-07-27 05:19:23,230 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 22:53:17, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3299, loss: 1.3299, grad_norm: 7.9909 2020-07-27 05:19:37,414 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 22:53:03, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2963, loss: 1.2963, grad_norm: 7.8390 2020-07-27 05:19:50,186 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 22:52:49, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8547, loss_cls: 1.4493, loss: 1.4493, grad_norm: 8.2121 2020-07-27 05:20:03,876 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 22:52:35, time: 0.688, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3216, loss: 1.3216, grad_norm: 7.9678 2020-07-27 05:20:17,739 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 22:52:21, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4289, loss: 1.4289, grad_norm: 8.2663 2020-07-27 05:20:30,902 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 22:52:06, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4338, loss: 1.4338, grad_norm: 8.0278 2020-07-27 05:20:44,064 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 22:51:52, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4375, loss: 1.4375, grad_norm: 8.3791 2020-07-27 05:20:58,321 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 22:51:38, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4707, loss: 1.4707, grad_norm: 8.3883 2020-07-27 05:21:11,340 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 22:51:24, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3570, loss: 1.3570, grad_norm: 7.9177 2020-07-27 05:21:24,580 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 22:51:10, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4415, loss: 1.4415, grad_norm: 8.2579 2020-07-27 05:21:38,740 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 22:50:56, time: 0.711, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.9140 2020-07-27 05:21:51,973 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 22:50:42, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4013, loss: 1.4013, grad_norm: 8.2782 2020-07-27 05:22:06,105 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 22:50:28, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.3242, loss: 1.3242, grad_norm: 8.1443 2020-07-27 05:22:19,587 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 22:50:14, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4849, loss: 1.4849, grad_norm: 8.6342 2020-07-27 05:22:32,750 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 22:49:59, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3293, loss: 1.3293, grad_norm: 8.0017 2020-07-27 05:22:47,117 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 22:49:46, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3856, loss: 1.3856, grad_norm: 8.0809 2020-07-27 05:22:59,983 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 22:49:31, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4534, loss: 1.4534, grad_norm: 8.2433 2020-07-27 05:23:13,684 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 22:49:17, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4453, loss: 1.4453, grad_norm: 7.9263 2020-07-27 05:23:27,128 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 22:49:03, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4331, loss: 1.4331, grad_norm: 8.0607 2020-07-27 05:23:40,620 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 22:48:49, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.8822 2020-07-27 05:23:54,308 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 22:48:35, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3133, loss: 1.3133, grad_norm: 7.6843 2020-07-27 05:24:08,653 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 22:48:21, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.8161 2020-07-27 05:24:21,809 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 22:48:07, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.8816 2020-07-27 05:24:35,666 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 22:47:53, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.1459 2020-07-27 05:24:50,014 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 22:47:39, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3590, loss: 1.3590, grad_norm: 8.1714 2020-07-27 05:25:03,332 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 22:47:25, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3407, loss: 1.3407, grad_norm: 8.0636 2020-07-27 05:25:18,033 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 22:47:11, time: 0.735, data_time: 0.002, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.9951 2020-07-27 05:25:31,570 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 22:46:57, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3587, loss: 1.3587, grad_norm: 8.0677 2020-07-27 05:25:45,052 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 22:46:43, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.3876 2020-07-27 05:25:59,274 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 22:46:29, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.2106 2020-07-27 05:26:13,210 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 22:46:15, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.9348 2020-07-27 05:26:26,498 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 22:46:01, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8773, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.0129 2020-07-27 05:26:39,611 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 22:45:47, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.2164 2020-07-27 05:26:53,335 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 22:45:33, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3568, loss: 1.3568, grad_norm: 8.1354 2020-07-27 05:27:07,639 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 22:45:19, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3533, loss: 1.3533, grad_norm: 7.9005 2020-07-27 05:27:21,827 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 22:45:05, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3547, loss: 1.3547, grad_norm: 7.8458 2020-07-27 05:27:35,459 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 22:44:51, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4210, loss: 1.4210, grad_norm: 8.1294 2020-07-27 05:27:48,699 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 22:44:37, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.9047 2020-07-27 05:28:01,943 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 22:44:23, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3724, loss: 1.3724, grad_norm: 8.1849 2020-07-27 05:28:15,674 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 22:44:09, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.3968, loss: 1.3968, grad_norm: 8.2470 2020-07-27 05:28:28,951 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 22:43:54, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.2024 2020-07-27 05:28:44,359 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 22:43:41, time: 0.767, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3595, loss: 1.3595, grad_norm: 8.2129 2020-07-27 05:28:57,414 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 22:43:27, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8562, loss_cls: 1.3847, loss: 1.3847, grad_norm: 8.1614 2020-07-27 05:29:10,502 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 22:43:12, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.1063 2020-07-27 05:29:24,615 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 22:42:59, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.9027 2020-07-27 05:29:38,482 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 22:42:45, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3137, loss: 1.3137, grad_norm: 8.0039 2020-07-27 05:29:53,192 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 22:42:31, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.2740, loss: 1.2740, grad_norm: 7.7939 2020-07-27 05:30:06,097 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 22:42:17, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3785, loss: 1.3785, grad_norm: 8.1729 2020-07-27 05:30:19,323 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 22:42:02, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4332, loss: 1.4332, grad_norm: 8.0444 2020-07-27 05:30:35,168 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 22:41:49, time: 0.789, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.3073 2020-07-27 05:30:49,838 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 22:41:36, time: 0.737, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4648, loss: 1.4648, grad_norm: 8.1336 2020-07-27 05:31:03,195 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 22:41:21, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3236, loss: 1.3236, grad_norm: 7.9902 2020-07-27 05:31:16,926 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 22:41:08, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3970, loss: 1.3970, grad_norm: 8.0611 2020-07-27 05:31:29,942 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 22:40:53, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.5332 2020-07-27 05:31:43,592 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 22:40:39, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4208, loss: 1.4208, grad_norm: 8.1215 2020-07-27 05:31:58,185 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 22:40:25, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.3960, loss: 1.3960, grad_norm: 7.8207 2020-07-27 05:32:11,202 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 22:40:11, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3432, loss: 1.3432, grad_norm: 8.0044 2020-07-27 05:32:25,230 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 22:39:57, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.4029, loss: 1.4029, grad_norm: 8.3151 2020-07-27 05:32:38,692 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 22:39:43, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.2505 2020-07-27 05:32:52,582 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 22:39:29, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4185, loss: 1.4185, grad_norm: 8.1138 2020-07-27 05:33:06,145 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 22:39:15, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4002, loss: 1.4002, grad_norm: 8.2305 2020-07-27 05:33:19,599 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 22:39:01, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3692, loss: 1.3692, grad_norm: 8.3862 2020-07-27 05:33:34,338 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 22:38:47, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.4008, loss: 1.4008, grad_norm: 8.3504 2020-07-27 05:33:48,727 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 22:38:34, time: 0.722, data_time: 0.008, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8484, loss_cls: 1.4464, loss: 1.4464, grad_norm: 8.2792 2020-07-27 05:34:01,634 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 22:38:19, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.5767 2020-07-27 05:34:15,270 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 22:38:05, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2953, loss: 1.2953, grad_norm: 7.8960 2020-07-27 05:34:29,997 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 22:37:52, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3361, loss: 1.3361, grad_norm: 7.9341 2020-07-27 05:34:43,877 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 22:37:38, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.3115, loss: 1.3115, grad_norm: 7.8726 2020-07-27 05:34:56,793 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 22:37:23, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.8522 2020-07-27 05:35:11,473 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 22:37:10, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3180, loss: 1.3180, grad_norm: 7.9800 2020-07-27 05:35:25,255 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 22:36:56, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4616, loss: 1.4616, grad_norm: 8.4937 2020-07-27 05:35:38,441 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 22:36:41, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5025, loss: 1.5025, grad_norm: 8.2977 2020-07-27 05:35:53,028 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 22:36:28, time: 0.731, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3534, loss: 1.3534, grad_norm: 8.0327 2020-07-27 05:36:05,927 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 22:36:13, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3886, loss: 1.3886, grad_norm: 8.0593 2020-07-27 05:36:19,287 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 22:35:59, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8805, loss_cls: 1.2916, loss: 1.2916, grad_norm: 8.2038 2020-07-27 05:36:34,201 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 22:35:46, time: 0.744, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.5108, loss: 1.5108, grad_norm: 8.4444 2020-07-27 05:36:47,803 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 22:35:32, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4128, loss: 1.4128, grad_norm: 8.1901 2020-07-27 05:37:01,824 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 22:35:18, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.2190 2020-07-27 05:37:15,018 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 22:35:03, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.0474 2020-07-27 05:37:28,621 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 22:34:49, time: 0.679, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4272, loss: 1.4272, grad_norm: 8.2503 2020-07-27 05:37:42,132 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 22:34:35, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.2254 2020-07-27 05:37:55,567 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 22:34:21, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.9188 2020-07-27 05:38:08,828 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 22:34:07, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3511, loss: 1.3511, grad_norm: 8.1262 2020-07-27 05:38:21,893 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 22:33:52, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3696, loss: 1.3696, grad_norm: 8.2799 2020-07-27 05:38:35,495 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 22:33:38, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3430, loss: 1.3430, grad_norm: 8.1853 2020-07-27 05:38:50,036 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 22:33:25, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8766, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.1022 2020-07-27 05:39:03,944 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 22:33:11, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3542, loss: 1.3542, grad_norm: 8.0672 2020-07-27 05:39:17,377 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 22:32:57, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8852, loss_cls: 1.2766, loss: 1.2766, grad_norm: 7.8394 2020-07-27 05:39:31,271 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 22:32:43, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4218, loss: 1.4218, grad_norm: 8.3907 2020-07-27 05:39:45,047 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 22:32:29, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4489, loss: 1.4489, grad_norm: 8.3330 2020-07-27 05:39:59,162 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 22:32:15, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.0765 2020-07-27 05:40:10,892 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-07-27 05:40:37,033 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 22:31:48, time: 1.193, data_time: 0.583, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.0413 2020-07-27 05:40:50,436 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 22:31:34, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4233, loss: 1.4233, grad_norm: 8.3887 2020-07-27 05:41:03,024 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 22:31:20, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.0858 2020-07-27 05:41:16,358 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 22:31:05, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.0952 2020-07-27 05:41:29,867 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 22:30:51, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3682, loss: 1.3682, grad_norm: 8.1148 2020-07-27 05:41:44,087 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 22:30:37, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3639, loss: 1.3639, grad_norm: 7.8547 2020-07-27 05:41:56,873 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 22:30:23, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4319, loss: 1.4319, grad_norm: 8.1664 2020-07-27 05:42:11,876 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 22:30:10, time: 0.748, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3860, loss: 1.3860, grad_norm: 8.2989 2020-07-27 05:42:25,061 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 22:29:55, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3142, loss: 1.3142, grad_norm: 7.8794 2020-07-27 05:42:38,805 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 22:29:41, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.4050, loss: 1.4050, grad_norm: 8.3311 2020-07-27 05:42:53,026 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 22:29:27, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3833, loss: 1.3833, grad_norm: 8.1555 2020-07-27 05:43:08,179 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 22:29:14, time: 0.756, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3569, loss: 1.3569, grad_norm: 7.8502 2020-07-27 05:43:22,378 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 22:29:00, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2792, loss: 1.2792, grad_norm: 7.8232 2020-07-27 05:43:35,333 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 22:28:46, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8805, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.8902 2020-07-27 05:43:48,572 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 22:28:32, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.9439 2020-07-27 05:44:02,765 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 22:28:18, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8625, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.9967 2020-07-27 05:44:16,526 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 22:28:04, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3063, loss: 1.3063, grad_norm: 7.7610 2020-07-27 05:44:30,632 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 22:27:50, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.2462 2020-07-27 05:44:43,814 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 22:27:36, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3968, loss: 1.3968, grad_norm: 8.1745 2020-07-27 05:44:57,732 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 22:27:22, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3928, loss: 1.3928, grad_norm: 8.0040 2020-07-27 05:45:11,823 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 22:27:08, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4360, loss: 1.4360, grad_norm: 8.0626 2020-07-27 05:45:25,959 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 22:26:54, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4115, loss: 1.4115, grad_norm: 8.0946 2020-07-27 05:45:39,874 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 22:26:40, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3648, loss: 1.3648, grad_norm: 7.9397 2020-07-27 05:45:54,184 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 22:26:26, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4238, loss: 1.4238, grad_norm: 8.2599 2020-07-27 05:46:08,682 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 22:26:13, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.4319 2020-07-27 05:46:21,214 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 22:25:58, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4801, loss: 1.4801, grad_norm: 8.3518 2020-07-27 05:46:34,946 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 22:25:44, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4379, loss: 1.4379, grad_norm: 8.0911 2020-07-27 05:46:48,327 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 22:25:30, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.8913 2020-07-27 05:47:02,626 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 22:25:16, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3920, loss: 1.3920, grad_norm: 8.1424 2020-07-27 05:47:16,413 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 22:25:02, time: 0.691, data_time: 0.011, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.1083 2020-07-27 05:47:30,437 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 22:24:48, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.8434 2020-07-27 05:47:43,811 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 22:24:34, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3941, loss: 1.3941, grad_norm: 8.0947 2020-07-27 05:47:57,566 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 22:24:20, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3061, loss: 1.3061, grad_norm: 8.0748 2020-07-27 05:48:11,058 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 22:24:06, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4255, loss: 1.4255, grad_norm: 8.2134 2020-07-27 05:48:24,936 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 22:23:52, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3484, loss: 1.3484, grad_norm: 8.2225 2020-07-27 05:48:39,931 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 22:23:39, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.9765 2020-07-27 05:48:52,707 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 22:23:24, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8695, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.2923 2020-07-27 05:49:07,769 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 22:23:11, time: 0.756, data_time: 0.011, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.0791 2020-07-27 05:49:21,116 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 22:22:57, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.2409 2020-07-27 05:49:35,782 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 22:22:43, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3614, loss: 1.3614, grad_norm: 8.1725 2020-07-27 05:49:50,241 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 22:22:29, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.1252 2020-07-27 05:50:03,635 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 22:22:15, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3062, loss: 1.3062, grad_norm: 7.8948 2020-07-27 05:50:16,866 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 22:22:01, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.9708 2020-07-27 05:50:32,099 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 22:21:47, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.8192 2020-07-27 05:50:44,635 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 22:21:33, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.1253 2020-07-27 05:50:58,014 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 22:21:19, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.2917, loss: 1.2917, grad_norm: 7.9094 2020-07-27 05:51:11,572 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 22:21:05, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3702, loss: 1.3702, grad_norm: 8.0159 2020-07-27 05:51:25,767 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 22:20:51, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3752, loss: 1.3752, grad_norm: 8.0890 2020-07-27 05:51:38,833 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 22:20:37, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2931, loss: 1.2931, grad_norm: 7.5933 2020-07-27 05:51:52,913 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 22:20:23, time: 0.702, data_time: 0.008, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8492, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.9552 2020-07-27 05:52:06,101 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 22:20:08, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.0445 2020-07-27 05:52:19,858 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 22:19:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.4508 2020-07-27 05:52:34,706 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 22:19:41, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.3995, loss: 1.3995, grad_norm: 8.0743 2020-07-27 05:52:48,247 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 22:19:27, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.1063 2020-07-27 05:53:02,235 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 22:19:13, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.0960 2020-07-27 05:53:16,350 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 22:18:59, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3611, loss: 1.3611, grad_norm: 7.9666 2020-07-27 05:53:30,313 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 22:18:45, time: 0.707, data_time: 0.011, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4134, loss: 1.4134, grad_norm: 8.1674 2020-07-27 05:53:43,718 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 22:18:31, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8680, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.3429 2020-07-27 05:53:57,460 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 22:18:17, time: 0.687, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.3752, loss: 1.3752, grad_norm: 8.3290 2020-07-27 05:54:11,499 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 22:18:03, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.0139 2020-07-27 05:54:24,637 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 22:17:49, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2845, loss: 1.2845, grad_norm: 7.7269 2020-07-27 05:54:39,551 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 22:17:35, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3699, loss: 1.3699, grad_norm: 8.0136 2020-07-27 05:54:52,883 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 22:17:21, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3284, loss: 1.3284, grad_norm: 7.8792 2020-07-27 05:55:06,396 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 22:17:07, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.9216 2020-07-27 05:55:20,237 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 22:16:53, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.9597 2020-07-27 05:55:33,908 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 22:16:39, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.8176 2020-07-27 05:55:48,395 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 22:16:25, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3735, loss: 1.3735, grad_norm: 8.1120 2020-07-27 05:56:01,721 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 22:16:11, time: 0.669, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.1152 2020-07-27 05:56:15,848 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 22:15:57, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3820, loss: 1.3820, grad_norm: 8.1026 2020-07-27 05:56:29,715 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 22:15:43, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.8946 2020-07-27 05:56:42,804 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 22:15:29, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.1472 2020-07-27 05:56:56,455 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 22:15:15, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.2578 2020-07-27 05:57:10,147 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 22:15:01, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.0923 2020-07-27 05:57:24,015 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 22:14:47, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2318, loss: 1.2318, grad_norm: 7.7759 2020-07-27 05:57:37,065 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 22:14:33, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.0387 2020-07-27 05:57:51,141 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 22:14:19, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4011, loss: 1.4011, grad_norm: 8.0790 2020-07-27 05:58:05,855 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 22:14:05, time: 0.738, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.7115 2020-07-27 05:58:18,960 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 22:13:51, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3100, loss: 1.3100, grad_norm: 7.9063 2020-07-27 05:58:33,693 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 22:13:37, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3210, loss: 1.3210, grad_norm: 7.9160 2020-07-27 05:58:48,232 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 22:13:24, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.4557 2020-07-27 05:59:01,303 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 22:13:09, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.2287 2020-07-27 05:59:15,473 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 22:12:55, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8453, loss_cls: 1.4997, loss: 1.4997, grad_norm: 8.6212 2020-07-27 05:59:28,839 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 22:12:41, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3550, loss: 1.3550, grad_norm: 7.8353 2020-07-27 05:59:42,488 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 22:12:27, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.1308 2020-07-27 05:59:55,865 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 22:12:13, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3242, loss: 1.3242, grad_norm: 8.1230 2020-07-27 06:00:10,621 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 22:11:59, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4920, loss: 1.4920, grad_norm: 8.5768 2020-07-27 06:00:24,553 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 22:11:46, time: 0.703, data_time: 0.013, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.3941, loss: 1.3941, grad_norm: 8.1277 2020-07-27 06:00:37,759 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 22:11:31, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3385, loss: 1.3385, grad_norm: 7.9101 2020-07-27 06:00:51,868 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 22:11:18, time: 0.709, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.1072 2020-07-27 06:01:05,057 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 22:11:03, time: 0.659, data_time: 0.002, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.3176, loss: 1.3176, grad_norm: 7.8077 2020-07-27 06:01:18,800 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 22:10:49, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3369, loss: 1.3369, grad_norm: 7.7484 2020-07-27 06:01:33,089 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 22:10:35, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.9993 2020-07-27 06:01:46,847 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 22:10:21, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8492, loss_cls: 1.3743, loss: 1.3743, grad_norm: 8.1849 2020-07-27 06:02:01,294 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 22:10:08, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.8877 2020-07-27 06:02:14,581 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 22:09:54, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3813, loss: 1.3813, grad_norm: 8.2078 2020-07-27 06:02:28,536 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 22:09:40, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.0787 2020-07-27 06:02:43,085 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 22:09:26, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8641, loss_cls: 1.3231, loss: 1.3231, grad_norm: 8.0549 2020-07-27 06:02:56,915 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 22:09:12, time: 0.696, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.3725, loss: 1.3725, grad_norm: 8.2770 2020-07-27 06:03:10,717 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 22:08:58, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.4099, loss: 1.4099, grad_norm: 8.1858 2020-07-27 06:03:23,619 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 22:08:44, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3998, loss: 1.3998, grad_norm: 8.4111 2020-07-27 06:03:36,840 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 22:08:29, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.0792 2020-07-27 06:03:50,856 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 22:08:16, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.4149, loss: 1.4149, grad_norm: 8.2368 2020-07-27 06:04:04,407 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 22:08:01, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.0262 2020-07-27 06:04:18,157 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 22:07:47, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8641, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.2997 2020-07-27 06:04:32,114 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 22:07:33, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3861, loss: 1.3861, grad_norm: 8.0556 2020-07-27 06:04:46,610 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 22:07:20, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3669, loss: 1.3669, grad_norm: 8.0779 2020-07-27 06:04:59,499 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 22:07:05, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3428, loss: 1.3428, grad_norm: 7.9325 2020-07-27 06:05:13,051 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 22:06:51, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.1772 2020-07-27 06:05:27,344 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 22:06:38, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3148, loss: 1.3148, grad_norm: 7.8374 2020-07-27 06:05:40,764 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 22:06:23, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.4233, loss: 1.4233, grad_norm: 8.0619 2020-07-27 06:05:54,099 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 22:06:09, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.9662 2020-07-27 06:06:07,662 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 22:05:55, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4824, loss: 1.4824, grad_norm: 8.2394 2020-07-27 06:06:21,074 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 22:05:41, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.2632 2020-07-27 06:06:34,765 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 22:05:27, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.8674 2020-07-27 06:06:48,629 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 22:05:13, time: 0.693, data_time: 0.002, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3698, loss: 1.3698, grad_norm: 8.0599 2020-07-27 06:07:02,277 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 22:04:59, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3965, loss: 1.3965, grad_norm: 8.0877 2020-07-27 06:07:16,973 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 22:04:45, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2563, loss: 1.2563, grad_norm: 7.8894 2020-07-27 06:07:29,797 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 22:04:31, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.0273 2020-07-27 06:07:44,044 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 22:04:17, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.6539 2020-07-27 06:07:58,277 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 22:04:03, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4118, loss: 1.4118, grad_norm: 8.3727 2020-07-27 06:08:11,849 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 22:03:49, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2424, loss: 1.2424, grad_norm: 7.9335 2020-07-27 06:08:26,360 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 22:03:36, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3886, loss: 1.3886, grad_norm: 8.3118 2020-07-27 06:08:39,759 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 22:03:21, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.0879 2020-07-27 06:08:54,660 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 22:03:08, time: 0.744, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4296, loss: 1.4296, grad_norm: 8.0583 2020-07-27 06:09:07,432 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 22:02:53, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.8751 2020-07-27 06:09:21,020 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 22:02:39, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4295, loss: 1.4295, grad_norm: 8.4440 2020-07-27 06:09:35,028 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 22:02:25, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.1147 2020-07-27 06:09:48,783 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 22:02:11, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2991, loss: 1.2991, grad_norm: 8.0816 2020-07-27 06:10:03,074 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 22:01:58, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3172, loss: 1.3172, grad_norm: 7.9369 2020-07-27 06:10:16,381 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 22:01:44, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3924, loss: 1.3924, grad_norm: 8.2896 2020-07-27 06:10:30,264 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 22:01:30, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.0967 2020-07-27 06:10:43,197 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 22:01:15, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3627, loss: 1.3627, grad_norm: 8.4537 2020-07-27 06:10:57,348 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 22:01:01, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.7916 2020-07-27 06:11:11,218 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 22:00:47, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8773, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.0999 2020-07-27 06:11:24,842 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 22:00:33, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3541, loss: 1.3541, grad_norm: 8.2384 2020-07-27 06:11:38,786 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 22:00:19, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4701, loss: 1.4701, grad_norm: 8.3494 2020-07-27 06:11:52,772 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 22:00:06, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.3193, loss: 1.3193, grad_norm: 7.9109 2020-07-27 06:12:06,805 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 21:59:52, time: 0.702, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.0713 2020-07-27 06:12:20,125 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 21:59:37, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8836, loss_cls: 1.2551, loss: 1.2551, grad_norm: 7.8262 2020-07-27 06:12:34,528 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 21:59:24, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.0785 2020-07-27 06:12:47,901 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 21:59:10, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.7831 2020-07-27 06:13:02,600 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 21:58:56, time: 0.737, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4243, loss: 1.4243, grad_norm: 8.2541 2020-07-27 06:13:16,593 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 21:58:42, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.2123 2020-07-27 06:13:29,316 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 21:58:28, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4127, loss: 1.4127, grad_norm: 8.4813 2020-07-27 06:13:43,733 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 21:58:14, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2583, loss: 1.2583, grad_norm: 7.8395 2020-07-27 06:13:56,607 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 21:58:00, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4016, loss: 1.4016, grad_norm: 8.1626 2020-07-27 06:14:10,214 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 21:57:45, time: 0.678, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.2662 2020-07-27 06:14:24,190 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 21:57:32, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4032, loss: 1.4032, grad_norm: 8.4109 2020-07-27 06:14:38,203 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 21:57:18, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.1087 2020-07-27 06:14:51,357 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 21:57:03, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.3999, loss: 1.3999, grad_norm: 8.3239 2020-07-27 06:15:05,728 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 21:56:50, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.0641 2020-07-27 06:15:19,151 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 21:56:35, time: 0.671, data_time: 0.002, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.2712 2020-07-27 06:15:33,487 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 21:56:22, time: 0.713, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.1489 2020-07-27 06:15:46,167 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 21:56:07, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.2748 2020-07-27 06:16:00,688 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 21:55:54, time: 0.724, data_time: 0.004, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3288, loss: 1.3288, grad_norm: 7.9644 2020-07-27 06:16:14,181 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 21:55:39, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.1641 2020-07-27 06:16:28,816 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 21:55:26, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3687, loss: 1.3687, grad_norm: 7.8790 2020-07-27 06:16:42,544 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 21:55:12, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.4275, loss: 1.4275, grad_norm: 8.3982 2020-07-27 06:16:55,376 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 21:54:57, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.5137, loss: 1.5137, grad_norm: 8.5993 2020-07-27 06:17:09,295 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 21:54:43, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.0537 2020-07-27 06:17:23,115 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 21:54:30, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2841, loss: 1.2841, grad_norm: 7.8486 2020-07-27 06:17:36,953 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 21:54:16, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.0496 2020-07-27 06:17:51,921 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 21:54:02, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.4039, loss: 1.4039, grad_norm: 8.0780 2020-07-27 06:18:04,664 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 21:53:48, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.0672 2020-07-27 06:18:18,704 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 21:53:34, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.1670 2020-07-27 06:18:32,660 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 21:53:20, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4027, loss: 1.4027, grad_norm: 8.1201 2020-07-27 06:18:45,582 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 21:53:05, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.3065, loss: 1.3065, grad_norm: 7.8994 2020-07-27 06:18:59,058 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 21:52:51, time: 0.679, data_time: 0.012, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8531, loss_cls: 1.4309, loss: 1.4309, grad_norm: 8.3539 2020-07-27 06:19:13,237 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 21:52:38, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.1535 2020-07-27 06:19:27,271 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 21:52:24, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3515, loss: 1.3515, grad_norm: 8.2810 2020-07-27 06:19:41,299 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 21:52:10, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.0939 2020-07-27 06:19:54,533 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 21:51:56, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3335, loss: 1.3335, grad_norm: 7.8608 2020-07-27 06:20:09,346 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 21:51:42, time: 0.739, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.0204 2020-07-27 06:20:22,720 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 21:51:28, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.3612 2020-07-27 06:20:36,970 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 21:51:14, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.0019 2020-07-27 06:20:51,434 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 21:51:00, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2522, loss: 1.2522, grad_norm: 7.9666 2020-07-27 06:21:04,586 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 21:50:46, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3560, loss: 1.3560, grad_norm: 8.2805 2020-07-27 06:21:18,525 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 21:50:32, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.0649 2020-07-27 06:21:32,168 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 21:50:18, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3771, loss: 1.3771, grad_norm: 8.2335 2020-07-27 06:21:45,103 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 21:50:04, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.0737 2020-07-27 06:21:58,636 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 21:49:50, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.2870 2020-07-27 06:22:13,307 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 21:49:36, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8594, loss_cls: 1.4450, loss: 1.4450, grad_norm: 8.4254 2020-07-27 06:22:26,773 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 21:49:22, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.0446 2020-07-27 06:22:40,494 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 21:49:08, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3710, loss: 1.3710, grad_norm: 8.2399 2020-07-27 06:22:54,866 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 21:48:54, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2932, loss: 1.2932, grad_norm: 8.0580 2020-07-27 06:23:08,576 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 21:48:40, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2875, loss: 1.2875, grad_norm: 7.7640 2020-07-27 06:23:21,929 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 21:48:26, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3535, loss: 1.3535, grad_norm: 8.1961 2020-07-27 06:23:33,404 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-27 06:23:57,814 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 21:47:59, time: 1.165, data_time: 0.564, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4431, loss: 1.4431, grad_norm: 8.2559 2020-07-27 06:24:10,910 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 21:47:45, time: 0.655, data_time: 0.003, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.7597 2020-07-27 06:24:23,522 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 21:47:30, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3765, loss: 1.3765, grad_norm: 8.1273 2020-07-27 06:24:36,848 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 21:47:16, time: 0.673, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3115, loss: 1.3115, grad_norm: 7.9710 2020-07-27 06:24:50,744 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 21:47:02, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3789, loss: 1.3789, grad_norm: 8.1110 2020-07-27 06:25:04,907 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 21:46:48, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3659, loss: 1.3659, grad_norm: 8.1409 2020-07-27 06:25:18,579 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 21:46:34, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.0932 2020-07-27 06:25:32,841 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 21:46:21, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3822, loss: 1.3822, grad_norm: 8.2495 2020-07-27 06:25:46,681 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 21:46:07, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2598, loss: 1.2598, grad_norm: 7.8940 2020-07-27 06:26:00,427 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 21:45:53, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.9679 2020-07-27 06:26:13,782 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 21:45:38, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.8102 2020-07-27 06:26:26,897 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 21:45:24, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.0101 2020-07-27 06:26:40,116 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 21:45:10, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3627, loss: 1.3627, grad_norm: 8.1983 2020-07-27 06:26:54,669 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 21:44:56, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2872, loss: 1.2872, grad_norm: 7.8612 2020-07-27 06:27:09,580 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 21:44:43, time: 0.749, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.0186 2020-07-27 06:27:22,393 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 21:44:28, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2568, loss: 1.2568, grad_norm: 7.7042 2020-07-27 06:27:35,888 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 21:44:14, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.8741 2020-07-27 06:27:51,074 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 21:44:01, time: 0.759, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8594, loss_cls: 1.4006, loss: 1.4006, grad_norm: 8.6287 2020-07-27 06:28:04,229 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 21:43:47, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.9463 2020-07-27 06:28:19,029 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 21:43:33, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.0373 2020-07-27 06:28:31,985 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 21:43:19, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.2117 2020-07-27 06:28:45,594 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 21:43:05, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.2352 2020-07-27 06:28:59,120 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 21:42:50, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.2652 2020-07-27 06:29:13,227 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 21:42:37, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.2060, loss: 1.2060, grad_norm: 7.9165 2020-07-27 06:29:26,155 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 21:42:22, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.4202, loss: 1.4202, grad_norm: 8.1916 2020-07-27 06:29:40,374 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 21:42:08, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.8278 2020-07-27 06:29:53,944 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 21:41:54, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.1455 2020-07-27 06:30:08,318 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 21:41:41, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2818, loss: 1.2818, grad_norm: 7.9749 2020-07-27 06:30:21,406 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 21:41:26, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3863, loss: 1.3863, grad_norm: 8.2788 2020-07-27 06:30:35,057 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 21:41:12, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.2413 2020-07-27 06:30:48,170 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 21:40:58, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2573, loss: 1.2573, grad_norm: 7.9371 2020-07-27 06:31:01,688 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 21:40:44, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8734, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.2635 2020-07-27 06:31:15,784 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 21:40:30, time: 0.705, data_time: 0.003, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.3985, loss: 1.3985, grad_norm: 8.2887 2020-07-27 06:31:29,506 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 21:40:16, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.0888 2020-07-27 06:31:43,092 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 21:40:02, time: 0.681, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.4041, loss: 1.4041, grad_norm: 8.4431 2020-07-27 06:31:56,337 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 21:39:48, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.2950, loss: 1.2950, grad_norm: 7.8024 2020-07-27 06:32:10,030 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 21:39:34, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.1881 2020-07-27 06:32:23,707 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 21:39:20, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3533, loss: 1.3533, grad_norm: 8.2574 2020-07-27 06:32:37,234 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 21:39:06, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3805, loss: 1.3805, grad_norm: 8.2673 2020-07-27 06:32:51,266 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 21:38:52, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.3562 2020-07-27 06:33:05,741 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 21:38:38, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.2073 2020-07-27 06:33:20,357 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 21:38:24, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.1761 2020-07-27 06:33:33,084 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 21:38:10, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3264, loss: 1.3264, grad_norm: 8.1688 2020-07-27 06:33:46,094 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 21:37:56, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8484, loss_cls: 1.3314, loss: 1.3314, grad_norm: 7.9349 2020-07-27 06:34:00,521 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 21:37:42, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3404, loss: 1.3404, grad_norm: 8.2011 2020-07-27 06:34:14,035 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 21:37:28, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3654, loss: 1.3654, grad_norm: 8.3478 2020-07-27 06:34:28,406 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 21:37:14, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.3177 2020-07-27 06:34:42,571 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 21:37:00, time: 0.708, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2551, loss: 1.2551, grad_norm: 8.0585 2020-07-27 06:34:55,904 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 21:36:46, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3631, loss: 1.3631, grad_norm: 8.3508 2020-07-27 06:35:09,874 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 21:36:32, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8719, loss_cls: 1.3436, loss: 1.3436, grad_norm: 8.2979 2020-07-27 06:35:24,572 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 21:36:19, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.3170 2020-07-27 06:35:37,233 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 21:36:04, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.0932 2020-07-27 06:35:51,732 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 21:35:50, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4923, loss: 1.4923, grad_norm: 8.5756 2020-07-27 06:36:05,159 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 21:35:36, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.1753 2020-07-27 06:36:19,357 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 21:35:22, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.1372 2020-07-27 06:36:33,123 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 21:35:08, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3676, loss: 1.3676, grad_norm: 8.3737 2020-07-27 06:36:46,438 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 21:34:54, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.1687 2020-07-27 06:37:00,722 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 21:34:41, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4208, loss: 1.4208, grad_norm: 8.3062 2020-07-27 06:37:14,224 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 21:34:26, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3943, loss: 1.3943, grad_norm: 8.5472 2020-07-27 06:37:27,281 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 21:34:12, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2786, loss: 1.2786, grad_norm: 7.9044 2020-07-27 06:37:41,858 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 21:33:58, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4321, loss: 1.4321, grad_norm: 8.4040 2020-07-27 06:37:55,642 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 21:33:44, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3612, loss: 1.3612, grad_norm: 8.1420 2020-07-27 06:38:09,183 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 21:33:30, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2875, loss: 1.2875, grad_norm: 7.8598 2020-07-27 06:38:22,329 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 21:33:16, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5048, loss: 1.5048, grad_norm: 8.4753 2020-07-27 06:38:36,089 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 21:33:02, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.2709 2020-07-27 06:38:50,894 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 21:32:49, time: 0.738, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.4222, loss: 1.4222, grad_norm: 8.7027 2020-07-27 06:39:04,478 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 21:32:34, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3983, loss: 1.3983, grad_norm: 8.2712 2020-07-27 06:39:17,458 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 21:32:20, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3952, loss: 1.3952, grad_norm: 8.2162 2020-07-27 06:39:31,213 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 21:32:06, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8703, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.2938 2020-07-27 06:39:46,071 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 21:31:53, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3783, loss: 1.3783, grad_norm: 8.1776 2020-07-27 06:40:00,189 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 21:31:39, time: 0.707, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3821, loss: 1.3821, grad_norm: 8.2395 2020-07-27 06:40:13,092 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 21:31:24, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8430, loss_cls: 1.5170, loss: 1.5170, grad_norm: 8.8380 2020-07-27 06:40:27,274 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 21:31:11, time: 0.707, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.2114 2020-07-27 06:40:40,404 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 21:30:56, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3301, loss: 1.3301, grad_norm: 8.0048 2020-07-27 06:40:55,122 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 21:30:43, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.3104, loss: 1.3104, grad_norm: 8.0018 2020-07-27 06:41:08,494 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 21:30:29, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8492, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.8401 2020-07-27 06:41:22,914 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 21:30:15, time: 0.720, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3374, loss: 1.3374, grad_norm: 8.1386 2020-07-27 06:41:36,784 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 21:30:01, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3581, loss: 1.3581, grad_norm: 8.1122 2020-07-27 06:41:50,278 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 21:29:47, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.0987 2020-07-27 06:42:03,405 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 21:29:33, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4138, loss: 1.4138, grad_norm: 8.1496 2020-07-27 06:42:16,855 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 21:29:18, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8492, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.1418 2020-07-27 06:42:30,240 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 21:29:04, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3753, loss: 1.3753, grad_norm: 8.2245 2020-07-27 06:42:43,979 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 21:28:50, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.2053, loss: 1.2053, grad_norm: 7.6872 2020-07-27 06:42:57,648 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 21:28:36, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2623, loss: 1.2623, grad_norm: 8.0085 2020-07-27 06:43:12,115 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 21:28:23, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.3898, loss: 1.3898, grad_norm: 8.1694 2020-07-27 06:43:25,664 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 21:28:08, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.0617 2020-07-27 06:43:38,712 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 21:27:54, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3883, loss: 1.3883, grad_norm: 8.2524 2020-07-27 06:43:52,386 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 21:27:40, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3868, loss: 1.3868, grad_norm: 8.3812 2020-07-27 06:44:06,293 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 21:27:26, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3645, loss: 1.3645, grad_norm: 8.2950 2020-07-27 06:44:19,601 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 21:27:12, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.0418 2020-07-27 06:44:33,522 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 21:26:58, time: 0.691, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.0864 2020-07-27 06:44:47,985 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 21:26:44, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.1789 2020-07-27 06:45:01,784 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 21:26:30, time: 0.690, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.2628 2020-07-27 06:45:14,565 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 21:26:16, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8680, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.8162 2020-07-27 06:45:28,231 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 21:26:02, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4243, loss: 1.4243, grad_norm: 8.1798 2020-07-27 06:45:42,576 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 21:25:48, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3535, loss: 1.3535, grad_norm: 8.1130 2020-07-27 06:45:56,753 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 21:25:34, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3870, loss: 1.3870, grad_norm: 8.4444 2020-07-27 06:46:09,645 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 21:25:20, time: 0.645, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3891, loss: 1.3891, grad_norm: 8.3978 2020-07-27 06:46:24,096 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 21:25:06, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3174, loss: 1.3174, grad_norm: 7.9612 2020-07-27 06:46:37,595 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 21:24:52, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2443, loss: 1.2443, grad_norm: 7.9164 2020-07-27 06:46:51,991 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 21:24:38, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2590, loss: 1.2590, grad_norm: 8.0359 2020-07-27 06:47:06,356 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 21:24:25, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3729, loss: 1.3729, grad_norm: 8.3112 2020-07-27 06:47:19,548 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 21:24:10, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8656, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.1518 2020-07-27 06:47:34,501 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 21:23:57, time: 0.749, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.3612 2020-07-27 06:47:47,477 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 21:23:43, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4023, loss: 1.4023, grad_norm: 8.0950 2020-07-27 06:48:01,612 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 21:23:29, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.0822 2020-07-27 06:48:14,774 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 21:23:15, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4039, loss: 1.4039, grad_norm: 8.2913 2020-07-27 06:48:29,134 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 21:23:01, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3381, loss: 1.3381, grad_norm: 8.2035 2020-07-27 06:48:41,841 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 21:22:46, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3275, loss: 1.3275, grad_norm: 8.1563 2020-07-27 06:48:56,364 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 21:22:33, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3118, loss: 1.3118, grad_norm: 7.9195 2020-07-27 06:49:09,527 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 21:22:18, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.1457 2020-07-27 06:49:23,597 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 21:22:05, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.1070 2020-07-27 06:49:37,419 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 21:21:51, time: 0.693, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3217, loss: 1.3217, grad_norm: 8.0572 2020-07-27 06:49:50,959 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 21:21:36, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8508, loss_cls: 1.3764, loss: 1.3764, grad_norm: 8.1295 2020-07-27 06:50:05,690 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 21:21:23, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.5001 2020-07-27 06:50:19,197 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 21:21:09, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.2805 2020-07-27 06:50:33,115 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 21:20:55, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4028, loss: 1.4028, grad_norm: 8.1168 2020-07-27 06:50:47,226 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 21:20:41, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8703, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.4013 2020-07-27 06:51:01,438 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 21:20:27, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.3830 2020-07-27 06:51:14,489 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 21:20:13, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.1799 2020-07-27 06:51:28,959 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 21:19:59, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4661, loss: 1.4661, grad_norm: 8.5938 2020-07-27 06:51:42,046 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 21:19:45, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.2893, loss: 1.2893, grad_norm: 8.0469 2020-07-27 06:51:57,067 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 21:19:31, time: 0.750, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.0465 2020-07-27 06:52:10,233 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 21:19:17, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.1776 2020-07-27 06:52:23,203 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 21:19:03, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.0340 2020-07-27 06:52:36,226 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 21:18:49, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3719, loss: 1.3719, grad_norm: 8.0737 2020-07-27 06:52:49,943 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 21:18:35, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.3849 2020-07-27 06:53:04,456 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 21:18:21, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.0967 2020-07-27 06:53:18,273 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 21:18:07, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.1569 2020-07-27 06:53:31,530 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 21:17:53, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.9874 2020-07-27 06:53:44,733 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 21:17:39, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.2219 2020-07-27 06:53:58,892 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 21:17:25, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3735, loss: 1.3735, grad_norm: 8.3754 2020-07-27 06:54:12,712 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 21:17:11, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.3888, loss: 1.3888, grad_norm: 8.1831 2020-07-27 06:54:26,325 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 21:16:57, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8648, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.2763 2020-07-27 06:54:40,121 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 21:16:43, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2636, loss: 1.2636, grad_norm: 7.8705 2020-07-27 06:54:53,453 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 21:16:29, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.9587 2020-07-27 06:55:08,447 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 21:16:15, time: 0.752, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3897, loss: 1.3897, grad_norm: 8.2967 2020-07-27 06:55:21,863 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 21:16:01, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.1570 2020-07-27 06:55:34,459 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 21:15:46, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4508, loss: 1.4508, grad_norm: 8.2934 2020-07-27 06:55:48,190 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 21:15:32, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.4401, loss: 1.4401, grad_norm: 8.5443 2020-07-27 06:56:01,388 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 21:15:18, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.2625 2020-07-27 06:56:15,572 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 21:15:04, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4504, loss: 1.4504, grad_norm: 8.4086 2020-07-27 06:56:30,176 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 21:14:51, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4049, loss: 1.4049, grad_norm: 8.4787 2020-07-27 06:56:44,417 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 21:14:37, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3576, loss: 1.3576, grad_norm: 8.2510 2020-07-27 06:56:57,004 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 21:14:22, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.0429 2020-07-27 06:57:10,912 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 21:14:08, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8922, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.0744 2020-07-27 06:57:24,166 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 21:13:54, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3419, loss: 1.3419, grad_norm: 8.2781 2020-07-27 06:57:37,298 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 21:13:40, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4243, loss: 1.4243, grad_norm: 8.7424 2020-07-27 06:57:50,865 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 21:13:26, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.1688 2020-07-27 06:58:04,714 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 21:13:12, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.3686 2020-07-27 06:58:18,279 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 21:12:58, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.5585 2020-07-27 06:58:33,156 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 21:12:44, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.2924 2020-07-27 06:58:46,917 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 21:12:30, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.4256, loss: 1.4256, grad_norm: 8.5887 2020-07-27 06:58:59,963 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 21:12:16, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3620, loss: 1.3620, grad_norm: 8.3659 2020-07-27 06:59:13,347 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 21:12:02, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.0740 2020-07-27 06:59:28,304 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 21:11:48, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3407, loss: 1.3407, grad_norm: 8.1488 2020-07-27 06:59:41,497 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 21:11:34, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8656, loss_cls: 1.3374, loss: 1.3374, grad_norm: 8.3409 2020-07-27 06:59:55,197 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 21:11:20, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.3064, loss: 1.3064, grad_norm: 8.0793 2020-07-27 07:00:09,721 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 21:11:06, time: 0.719, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8695, loss_cls: 1.3132, loss: 1.3132, grad_norm: 7.9690 2020-07-27 07:00:23,034 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 21:10:52, time: 0.671, data_time: 0.021, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.0418 2020-07-27 07:00:36,282 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 21:10:38, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4505, loss: 1.4505, grad_norm: 8.7693 2020-07-27 07:00:50,263 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 21:10:24, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3265, loss: 1.3265, grad_norm: 7.8714 2020-07-27 07:01:03,579 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 21:10:10, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.1228 2020-07-27 07:01:18,571 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 21:09:57, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.4301, loss: 1.4301, grad_norm: 8.4476 2020-07-27 07:01:31,962 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 21:09:42, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.1426 2020-07-27 07:01:46,486 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 21:09:29, time: 0.726, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.1342 2020-07-27 07:02:01,563 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 21:09:15, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.4186, loss: 1.4186, grad_norm: 8.4488 2020-07-27 07:02:15,156 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 21:09:01, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3973, loss: 1.3973, grad_norm: 8.2156 2020-07-27 07:02:28,642 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 21:08:47, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.4065, loss: 1.4065, grad_norm: 8.2168 2020-07-27 07:02:42,698 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 21:08:33, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3174, loss: 1.3174, grad_norm: 8.1166 2020-07-27 07:02:57,280 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 21:08:20, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4384, loss: 1.4384, grad_norm: 8.2577 2020-07-27 07:03:10,578 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 21:08:05, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2993, loss: 1.2993, grad_norm: 7.9590 2020-07-27 07:03:24,189 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 21:07:51, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4394, loss: 1.4394, grad_norm: 8.6156 2020-07-27 07:03:38,350 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 21:07:38, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3237, loss: 1.3237, grad_norm: 8.0135 2020-07-27 07:03:51,778 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 21:07:23, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8297, loss_cls: 1.4495, loss: 1.4495, grad_norm: 8.1163 2020-07-27 07:04:06,694 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 21:07:10, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4391, loss: 1.4391, grad_norm: 8.2531 2020-07-27 07:04:19,881 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 21:06:56, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8750, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.1404 2020-07-27 07:04:33,737 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 21:06:42, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8711, loss_cls: 1.2963, loss: 1.2963, grad_norm: 8.2205 2020-07-27 07:04:47,771 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 21:06:28, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4361, loss: 1.4361, grad_norm: 8.5459 2020-07-27 07:05:01,258 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 21:06:14, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.2290 2020-07-27 07:05:15,432 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 21:06:00, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4222, loss: 1.4222, grad_norm: 8.2537 2020-07-27 07:05:28,350 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 21:05:46, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3836, loss: 1.3836, grad_norm: 8.2861 2020-07-27 07:05:41,962 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 21:05:31, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.2468 2020-07-27 07:05:56,009 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 21:05:18, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4052, loss: 1.4052, grad_norm: 8.2122 2020-07-27 07:06:09,726 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 21:05:04, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.3400 2020-07-27 07:06:24,566 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 21:04:50, time: 0.744, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4118, loss: 1.4118, grad_norm: 8.4885 2020-07-27 07:06:39,451 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 21:04:37, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4102, loss: 1.4102, grad_norm: 8.5309 2020-07-27 07:06:50,129 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-07-27 07:07:15,245 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 21:04:10, time: 1.196, data_time: 0.574, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.0573 2020-07-27 07:07:28,097 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 21:03:56, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3603, loss: 1.3603, grad_norm: 8.2767 2020-07-27 07:07:40,657 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 21:03:41, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3469, loss: 1.3469, grad_norm: 8.0317 2020-07-27 07:07:55,357 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 21:03:28, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.7838 2020-07-27 07:08:07,960 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 21:03:13, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.1478 2020-07-27 07:08:21,410 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 21:02:59, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3554, loss: 1.3554, grad_norm: 8.2262 2020-07-27 07:08:35,231 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 21:02:45, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.1279 2020-07-27 07:08:49,011 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 21:02:31, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3303, loss: 1.3303, grad_norm: 8.2646 2020-07-27 07:09:03,487 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 21:02:17, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2097, loss: 1.2097, grad_norm: 7.7007 2020-07-27 07:09:16,241 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 21:02:03, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4264, loss: 1.4264, grad_norm: 8.4747 2020-07-27 07:09:31,178 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 21:01:49, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.5427 2020-07-27 07:09:43,864 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 21:01:35, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.0085 2020-07-27 07:09:57,685 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 21:01:21, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3879, loss: 1.3879, grad_norm: 8.3187 2020-07-27 07:10:11,785 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 21:01:07, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.3982 2020-07-27 07:10:25,763 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 21:00:53, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.0860 2020-07-27 07:10:39,852 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 21:00:39, time: 0.708, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3659, loss: 1.3659, grad_norm: 8.2138 2020-07-27 07:10:52,689 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 21:00:25, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.2540 2020-07-27 07:11:06,103 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 21:00:11, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4017, loss: 1.4017, grad_norm: 8.1960 2020-07-27 07:11:20,079 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 20:59:57, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.2463 2020-07-27 07:11:33,878 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 20:59:43, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.2644 2020-07-27 07:11:46,974 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 20:59:29, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.5395 2020-07-27 07:12:01,760 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 20:59:15, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4464, loss: 1.4464, grad_norm: 8.6572 2020-07-27 07:12:15,564 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 20:59:01, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3334, loss: 1.3334, grad_norm: 8.2878 2020-07-27 07:12:29,206 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 20:58:47, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.4080, loss: 1.4080, grad_norm: 8.5639 2020-07-27 07:12:42,139 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 20:58:33, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3241, loss: 1.3241, grad_norm: 8.1756 2020-07-27 07:12:55,694 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 20:58:19, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4696, loss: 1.4696, grad_norm: 8.3586 2020-07-27 07:13:09,566 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 20:58:05, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4071, loss: 1.4071, grad_norm: 8.4217 2020-07-27 07:13:23,354 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 20:57:51, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1992, loss: 1.1992, grad_norm: 7.7406 2020-07-27 07:13:36,675 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 20:57:37, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.4080, loss: 1.4080, grad_norm: 8.4484 2020-07-27 07:13:50,887 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 20:57:23, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8648, loss_cls: 1.3742, loss: 1.3742, grad_norm: 8.4251 2020-07-27 07:14:04,698 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 20:57:09, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.9951 2020-07-27 07:14:18,277 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 20:56:55, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.3271, loss: 1.3271, grad_norm: 8.1510 2020-07-27 07:14:32,496 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 20:56:41, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.0634 2020-07-27 07:14:45,744 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 20:56:27, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.1968 2020-07-27 07:14:59,123 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 20:56:13, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.3120, loss: 1.3120, grad_norm: 7.9699 2020-07-27 07:15:13,078 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 20:55:59, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.0717 2020-07-27 07:15:27,019 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 20:55:45, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.4665 2020-07-27 07:15:40,661 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 20:55:31, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4059, loss: 1.4059, grad_norm: 8.4481 2020-07-27 07:15:54,002 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 20:55:17, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3032, loss: 1.3032, grad_norm: 8.3463 2020-07-27 07:16:09,069 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 20:55:03, time: 0.755, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.3661 2020-07-27 07:16:22,309 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 20:54:49, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.1852 2020-07-27 07:16:36,182 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 20:54:35, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3590, loss: 1.3590, grad_norm: 8.1514 2020-07-27 07:16:49,349 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 20:54:21, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.1051 2020-07-27 07:17:02,645 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 20:54:07, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.2628 2020-07-27 07:17:16,495 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 20:53:53, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3629, loss: 1.3629, grad_norm: 8.2113 2020-07-27 07:17:30,882 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 20:53:39, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2804, loss: 1.2804, grad_norm: 8.0739 2020-07-27 07:17:45,190 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 20:53:25, time: 0.713, data_time: 0.010, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3519, loss: 1.3519, grad_norm: 8.1351 2020-07-27 07:17:59,501 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 20:53:11, time: 0.717, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.3000, loss: 1.3000, grad_norm: 7.9619 2020-07-27 07:18:12,194 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 20:52:57, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3572, loss: 1.3572, grad_norm: 8.0707 2020-07-27 07:18:27,005 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 20:52:43, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4217, loss: 1.4217, grad_norm: 8.5585 2020-07-27 07:18:39,943 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 20:52:29, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.2030 2020-07-27 07:18:53,484 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 20:52:15, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.4398 2020-07-27 07:19:07,312 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 20:52:01, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8828, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.0143 2020-07-27 07:19:21,020 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 20:51:47, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2821, loss: 1.2821, grad_norm: 7.7935 2020-07-27 07:19:34,629 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 20:51:33, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3181, loss: 1.3181, grad_norm: 7.9126 2020-07-27 07:19:49,049 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 20:51:19, time: 0.722, data_time: 0.002, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.2477 2020-07-27 07:20:03,037 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 20:51:05, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.3023 2020-07-27 07:20:17,571 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 20:50:52, time: 0.727, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.2543 2020-07-27 07:20:31,170 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 20:50:38, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4075, loss: 1.4075, grad_norm: 8.5605 2020-07-27 07:20:44,872 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 20:50:24, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.2657 2020-07-27 07:20:59,442 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 20:50:10, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3618, loss: 1.3618, grad_norm: 8.4074 2020-07-27 07:21:13,049 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 20:49:56, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.2565 2020-07-27 07:21:26,053 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 20:49:42, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.5074 2020-07-27 07:21:40,091 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 20:49:28, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.2599 2020-07-27 07:21:55,014 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 20:49:14, time: 0.747, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3567, loss: 1.3567, grad_norm: 8.3234 2020-07-27 07:22:08,824 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 20:49:00, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.3991, loss: 1.3991, grad_norm: 8.4487 2020-07-27 07:22:21,510 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 20:48:46, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.3948, loss: 1.3948, grad_norm: 8.3679 2020-07-27 07:22:35,483 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 20:48:32, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4465, loss: 1.4465, grad_norm: 8.4948 2020-07-27 07:22:49,703 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 20:48:18, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.2938 2020-07-27 07:23:03,247 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 20:48:04, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.4317 2020-07-27 07:23:16,256 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 20:47:50, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3433, loss: 1.3433, grad_norm: 8.2177 2020-07-27 07:23:30,972 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 20:47:36, time: 0.734, data_time: 0.010, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.9854 2020-07-27 07:23:45,034 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 20:47:22, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4122, loss: 1.4122, grad_norm: 8.2375 2020-07-27 07:23:58,776 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 20:47:08, time: 0.687, data_time: 0.002, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3971, loss: 1.3971, grad_norm: 8.4749 2020-07-27 07:24:11,307 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 20:46:54, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.3143 2020-07-27 07:24:25,667 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 20:46:40, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.4657 2020-07-27 07:24:39,832 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 20:46:26, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2676, loss: 1.2676, grad_norm: 8.0217 2020-07-27 07:24:52,884 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 20:46:12, time: 0.658, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3314, loss: 1.3314, grad_norm: 8.2388 2020-07-27 07:25:06,763 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 20:45:58, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.0871 2020-07-27 07:25:21,447 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 20:45:44, time: 0.734, data_time: 0.001, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2798, loss: 1.2798, grad_norm: 8.2583 2020-07-27 07:25:34,917 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 20:45:30, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.2969 2020-07-27 07:25:48,622 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 20:45:16, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3637, loss: 1.3637, grad_norm: 8.5067 2020-07-27 07:26:01,464 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 20:45:02, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.2376 2020-07-27 07:26:15,786 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 20:44:48, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8820, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.4142 2020-07-27 07:26:29,691 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 20:44:34, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2713, loss: 1.2713, grad_norm: 8.0610 2020-07-27 07:26:43,095 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 20:44:20, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.6317 2020-07-27 07:26:57,798 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 20:44:06, time: 0.737, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2311, loss: 1.2311, grad_norm: 7.8674 2020-07-27 07:27:10,422 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 20:43:52, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2370, loss: 1.2370, grad_norm: 8.0487 2020-07-27 07:27:23,731 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 20:43:38, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3462, loss: 1.3462, grad_norm: 8.2956 2020-07-27 07:27:37,450 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 20:43:24, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.1198 2020-07-27 07:27:52,068 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 20:43:10, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.4419 2020-07-27 07:28:05,648 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 20:42:56, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8766, loss_cls: 1.3098, loss: 1.3098, grad_norm: 8.0546 2020-07-27 07:28:19,309 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 20:42:42, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.0326 2020-07-27 07:28:32,238 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 20:42:28, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.2208 2020-07-27 07:28:46,237 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 20:42:14, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3770, loss: 1.3770, grad_norm: 8.3102 2020-07-27 07:28:59,937 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 20:42:00, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.5003 2020-07-27 07:29:13,463 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 20:41:46, time: 0.677, data_time: 0.003, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.0934 2020-07-27 07:29:27,075 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 20:41:32, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3504, loss: 1.3504, grad_norm: 8.4327 2020-07-27 07:29:40,746 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 20:41:18, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3712, loss: 1.3712, grad_norm: 8.4312 2020-07-27 07:29:54,598 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 20:41:04, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3567, loss: 1.3567, grad_norm: 8.1965 2020-07-27 07:30:08,215 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 20:40:50, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.3868 2020-07-27 07:30:21,547 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 20:40:35, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.4754 2020-07-27 07:30:35,299 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 20:40:21, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3763, loss: 1.3763, grad_norm: 8.2965 2020-07-27 07:30:49,773 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 20:40:08, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4420, loss: 1.4420, grad_norm: 8.8084 2020-07-27 07:31:03,291 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 20:39:54, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4019, loss: 1.4019, grad_norm: 8.2687 2020-07-27 07:31:17,649 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 20:39:40, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4202, loss: 1.4202, grad_norm: 8.4340 2020-07-27 07:31:30,396 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 20:39:25, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3342, loss: 1.3342, grad_norm: 8.2265 2020-07-27 07:31:43,612 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 20:39:11, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3299, loss: 1.3299, grad_norm: 8.3646 2020-07-27 07:31:58,782 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 20:38:58, time: 0.760, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2490, loss: 1.2490, grad_norm: 7.9707 2020-07-27 07:32:11,733 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 20:38:44, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.4033, loss: 1.4033, grad_norm: 8.6081 2020-07-27 07:32:24,640 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 20:38:29, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3604, loss: 1.3604, grad_norm: 8.4257 2020-07-27 07:32:38,442 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 20:38:15, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.3498 2020-07-27 07:32:52,755 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 20:38:01, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8641, loss_cls: 1.2350, loss: 1.2350, grad_norm: 7.8812 2020-07-27 07:33:06,697 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 20:37:48, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.3616 2020-07-27 07:33:20,361 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 20:37:34, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3794, loss: 1.3794, grad_norm: 8.5025 2020-07-27 07:33:34,865 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 20:37:20, time: 0.727, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2540, loss: 1.2540, grad_norm: 8.0708 2020-07-27 07:33:47,440 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 20:37:05, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.2138 2020-07-27 07:34:01,201 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 20:36:51, time: 0.692, data_time: 0.012, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3909, loss: 1.3909, grad_norm: 8.4010 2020-07-27 07:34:14,386 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 20:36:37, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.2845 2020-07-27 07:34:29,198 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 20:36:24, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.3837, loss: 1.3837, grad_norm: 8.4749 2020-07-27 07:34:42,478 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 20:36:09, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3905, loss: 1.3905, grad_norm: 8.3178 2020-07-27 07:34:56,630 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 20:35:56, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.2591 2020-07-27 07:35:10,042 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 20:35:41, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.3015 2020-07-27 07:35:24,103 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 20:35:28, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3852, loss: 1.3852, grad_norm: 8.4393 2020-07-27 07:35:36,940 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 20:35:13, time: 0.642, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4701, loss: 1.4701, grad_norm: 8.5519 2020-07-27 07:35:51,756 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 20:35:00, time: 0.739, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.1608 2020-07-27 07:36:05,410 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 20:34:46, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4073, loss: 1.4073, grad_norm: 8.4176 2020-07-27 07:36:18,645 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 20:34:31, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3086, loss: 1.3086, grad_norm: 8.1227 2020-07-27 07:36:32,850 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 20:34:18, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3567, loss: 1.3567, grad_norm: 8.5029 2020-07-27 07:36:46,384 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 20:34:04, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3972, loss: 1.3972, grad_norm: 8.2850 2020-07-27 07:37:00,340 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 20:33:50, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3361, loss: 1.3361, grad_norm: 8.1972 2020-07-27 07:37:14,932 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 20:33:36, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3894, loss: 1.3894, grad_norm: 8.2000 2020-07-27 07:37:28,818 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 20:33:22, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3614, loss: 1.3614, grad_norm: 8.7329 2020-07-27 07:37:42,085 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 20:33:08, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2482, loss: 1.2482, grad_norm: 7.9416 2020-07-27 07:37:55,982 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 20:32:54, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.3792, loss: 1.3792, grad_norm: 8.4986 2020-07-27 07:38:10,298 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 20:32:40, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2921, loss: 1.2921, grad_norm: 7.9279 2020-07-27 07:38:24,553 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 20:32:26, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2767, loss: 1.2767, grad_norm: 7.9910 2020-07-27 07:38:37,526 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 20:32:12, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2666, loss: 1.2666, grad_norm: 8.1059 2020-07-27 07:38:51,117 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 20:31:58, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3789, loss: 1.3789, grad_norm: 8.3712 2020-07-27 07:39:05,004 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 20:31:44, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.2472 2020-07-27 07:39:18,858 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 20:31:30, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3982, loss: 1.3982, grad_norm: 8.4588 2020-07-27 07:39:32,568 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 20:31:16, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.4575 2020-07-27 07:39:46,711 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 20:31:02, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3384, loss: 1.3384, grad_norm: 8.3431 2020-07-27 07:39:59,676 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 20:30:48, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3866, loss: 1.3866, grad_norm: 8.5340 2020-07-27 07:40:14,401 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 20:30:34, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.4115 2020-07-27 07:40:28,143 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 20:30:20, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4284, loss: 1.4284, grad_norm: 8.5050 2020-07-27 07:40:42,305 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 20:30:07, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4033, loss: 1.4033, grad_norm: 8.3734 2020-07-27 07:40:55,973 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 20:29:52, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.4240 2020-07-27 07:41:10,290 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 20:29:39, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.4490, loss: 1.4490, grad_norm: 8.4260 2020-07-27 07:41:24,558 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 20:29:25, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4430, loss: 1.4430, grad_norm: 8.6118 2020-07-27 07:41:37,360 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 20:29:11, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.2782 2020-07-27 07:41:52,238 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 20:28:57, time: 0.741, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.2947 2020-07-27 07:42:05,451 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 20:28:43, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.3969 2020-07-27 07:42:19,606 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 20:28:29, time: 0.706, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3970, loss: 1.3970, grad_norm: 8.3602 2020-07-27 07:42:32,901 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 20:28:15, time: 0.666, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.3808 2020-07-27 07:42:47,254 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 20:28:01, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3674, loss: 1.3674, grad_norm: 8.2114 2020-07-27 07:43:01,059 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 20:27:47, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4270, loss: 1.4270, grad_norm: 8.4197 2020-07-27 07:43:15,456 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 20:27:33, time: 0.718, data_time: 0.011, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.1824 2020-07-27 07:43:29,061 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 20:27:19, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.2994 2020-07-27 07:43:43,362 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 20:27:06, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.4037 2020-07-27 07:43:57,245 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 20:26:52, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.2993 2020-07-27 07:44:10,828 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 20:26:38, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4333, loss: 1.4333, grad_norm: 8.3298 2020-07-27 07:44:23,763 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 20:26:23, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.9388 2020-07-27 07:44:38,650 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 20:26:10, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.6939 2020-07-27 07:44:52,113 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 20:25:56, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4683, loss: 1.4683, grad_norm: 8.6488 2020-07-27 07:45:06,546 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 20:25:42, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3887, loss: 1.3887, grad_norm: 8.1093 2020-07-27 07:45:19,987 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 20:25:28, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3817, loss: 1.3817, grad_norm: 8.0840 2020-07-27 07:45:35,363 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 20:25:14, time: 0.767, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.3363 2020-07-27 07:45:47,796 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 20:25:00, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2916, loss: 1.2916, grad_norm: 7.9288 2020-07-27 07:46:01,694 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 20:24:46, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.2363 2020-07-27 07:46:15,796 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 20:24:32, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.0825 2020-07-27 07:46:29,418 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 20:24:18, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.3254 2020-07-27 07:46:43,024 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 20:24:04, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.3209 2020-07-27 07:46:56,845 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 20:23:50, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3758, loss: 1.3758, grad_norm: 8.3739 2020-07-27 07:47:11,277 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 20:23:36, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3936, loss: 1.3936, grad_norm: 8.2134 2020-07-27 07:47:24,294 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 20:23:22, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.2270 2020-07-27 07:47:37,497 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 20:23:08, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.3848 2020-07-27 07:47:51,869 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 20:22:54, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.3486 2020-07-27 07:48:05,148 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 20:22:40, time: 0.664, data_time: 0.003, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3883, loss: 1.3883, grad_norm: 8.3099 2020-07-27 07:48:18,500 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 20:22:26, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.0293 2020-07-27 07:48:32,403 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 20:22:12, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3956, loss: 1.3956, grad_norm: 8.5923 2020-07-27 07:48:46,850 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 20:21:58, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3286, loss: 1.3286, grad_norm: 8.3854 2020-07-27 07:49:00,005 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 20:21:44, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.3656 2020-07-27 07:49:13,457 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 20:21:30, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.0681 2020-07-27 07:49:27,413 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 20:21:16, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3848, loss: 1.3848, grad_norm: 8.0776 2020-07-27 07:49:41,669 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 20:21:02, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.5117 2020-07-27 07:49:55,919 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 20:20:48, time: 0.715, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.1953 2020-07-27 07:50:07,315 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-27 07:50:28,240 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 20:20:20, time: 0.938, data_time: 0.347, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.2959 2020-07-27 07:50:41,835 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 20:20:06, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.2111 2020-07-27 07:50:56,143 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 20:19:52, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3519, loss: 1.3519, grad_norm: 8.4708 2020-07-27 07:51:08,629 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 20:19:37, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2787, loss: 1.2787, grad_norm: 7.9431 2020-07-27 07:51:22,002 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 20:19:23, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.9578 2020-07-27 07:51:35,658 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 20:19:09, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.1447 2020-07-27 07:51:49,994 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 20:18:56, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.1441 2020-07-27 07:52:03,794 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 20:18:42, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3268, loss: 1.3268, grad_norm: 8.4075 2020-07-27 07:52:17,333 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 20:18:27, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2849, loss: 1.2849, grad_norm: 8.2046 2020-07-27 07:52:30,838 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 20:18:13, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.0637 2020-07-27 07:52:44,732 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 20:17:59, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.3946, loss: 1.3946, grad_norm: 8.5037 2020-07-27 07:52:57,801 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 20:17:45, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8477, loss_cls: 1.3331, loss: 1.3331, grad_norm: 8.2108 2020-07-27 07:53:12,600 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 20:17:32, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3927, loss: 1.3927, grad_norm: 8.1903 2020-07-27 07:53:26,529 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 20:17:18, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3972, loss: 1.3972, grad_norm: 8.2849 2020-07-27 07:53:40,661 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 20:17:04, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.3535 2020-07-27 07:53:54,069 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 20:16:50, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.1823 2020-07-27 07:54:07,118 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 20:16:35, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.3304 2020-07-27 07:54:20,986 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 20:16:22, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3452, loss: 1.3452, grad_norm: 8.0278 2020-07-27 07:54:34,488 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 20:16:07, time: 0.677, data_time: 0.011, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2349, loss: 1.2349, grad_norm: 7.9836 2020-07-27 07:54:49,379 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 20:15:54, time: 0.742, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3166, loss: 1.3166, grad_norm: 8.2534 2020-07-27 07:55:02,805 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 20:15:40, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.2849, loss: 1.2849, grad_norm: 8.0092 2020-07-27 07:55:16,322 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 20:15:26, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2574, loss: 1.2574, grad_norm: 7.9115 2020-07-27 07:55:30,506 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 20:15:12, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.4520 2020-07-27 07:55:44,577 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 20:14:58, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3611, loss: 1.3611, grad_norm: 8.1533 2020-07-27 07:55:57,752 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 20:14:44, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.2016 2020-07-27 07:56:11,293 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 20:14:30, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.4167 2020-07-27 07:56:26,986 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 20:14:16, time: 0.784, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.3004, loss: 1.3004, grad_norm: 8.1857 2020-07-27 07:56:39,774 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 20:14:02, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3456, loss: 1.3456, grad_norm: 8.2760 2020-07-27 07:56:55,036 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 20:13:49, time: 0.764, data_time: 0.012, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.3546 2020-07-27 07:57:08,709 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 20:13:35, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.2428 2020-07-27 07:57:23,023 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 20:13:21, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.3704 2020-07-27 07:57:36,808 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 20:13:07, time: 0.692, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.0467 2020-07-27 07:57:49,669 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 20:12:53, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3422, loss: 1.3422, grad_norm: 8.3781 2020-07-27 07:58:05,354 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 20:12:39, time: 0.786, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.2519, loss: 1.2519, grad_norm: 8.0341 2020-07-27 07:58:19,846 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 20:12:26, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3750, loss: 1.3750, grad_norm: 8.3576 2020-07-27 07:58:33,363 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 20:12:12, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.5078 2020-07-27 07:58:47,225 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 20:11:58, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3860, loss: 1.3860, grad_norm: 8.6545 2020-07-27 07:59:00,844 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 20:11:44, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.3895 2020-07-27 07:59:15,195 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 20:11:30, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.1952 2020-07-27 07:59:28,818 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 20:11:16, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.4676 2020-07-27 07:59:41,824 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 20:11:02, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2724, loss: 1.2724, grad_norm: 8.1254 2020-07-27 07:59:55,427 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 20:10:47, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4178, loss: 1.4178, grad_norm: 8.8889 2020-07-27 08:00:10,190 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 20:10:34, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.1744 2020-07-27 08:00:25,103 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 20:10:20, time: 0.754, data_time: 0.021, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3550, loss: 1.3550, grad_norm: 8.3726 2020-07-27 08:00:38,790 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 20:10:06, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3461, loss: 1.3461, grad_norm: 8.4366 2020-07-27 08:00:51,908 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 20:09:52, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.3153 2020-07-27 08:01:07,353 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 20:09:39, time: 0.771, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4008, loss: 1.4008, grad_norm: 8.3849 2020-07-27 08:01:19,878 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 20:09:24, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.0967 2020-07-27 08:01:34,189 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 20:09:11, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8844, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.1468 2020-07-27 08:01:47,008 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 20:08:56, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2619, loss: 1.2619, grad_norm: 8.2383 2020-07-27 08:02:01,808 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 20:08:43, time: 0.739, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3759, loss: 1.3759, grad_norm: 8.3849 2020-07-27 08:02:16,257 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 20:08:29, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3187, loss: 1.3187, grad_norm: 7.8973 2020-07-27 08:02:29,288 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 20:08:15, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3525, loss: 1.3525, grad_norm: 8.2095 2020-07-27 08:02:42,886 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 20:08:01, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2752, loss: 1.2752, grad_norm: 7.7793 2020-07-27 08:02:55,726 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 20:07:46, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8375, loss_cls: 1.4228, loss: 1.4228, grad_norm: 8.2070 2020-07-27 08:03:09,439 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 20:07:32, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.9842 2020-07-27 08:03:23,455 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 20:07:18, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3897, loss: 1.3897, grad_norm: 8.3059 2020-07-27 08:03:36,910 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 20:07:04, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.4794 2020-07-27 08:03:52,224 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 20:06:51, time: 0.765, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.3784 2020-07-27 08:04:05,492 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 20:06:37, time: 0.663, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.2462 2020-07-27 08:04:18,357 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 20:06:22, time: 0.641, data_time: 0.011, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.1920 2020-07-27 08:04:33,437 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 20:06:09, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.8607 2020-07-27 08:04:47,247 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 20:05:55, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2870, loss: 1.2870, grad_norm: 7.9753 2020-07-27 08:05:01,852 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 20:05:41, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8766, loss_cls: 1.2633, loss: 1.2633, grad_norm: 8.1118 2020-07-27 08:05:14,478 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 20:05:27, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.1391 2020-07-27 08:05:29,163 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 20:05:13, time: 0.737, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.4877 2020-07-27 08:05:42,303 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 20:04:59, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2707, loss: 1.2707, grad_norm: 8.1143 2020-07-27 08:05:55,275 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 20:04:45, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3039, loss: 1.3039, grad_norm: 8.2859 2020-07-27 08:06:09,119 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 20:04:31, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.1150 2020-07-27 08:06:22,396 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 20:04:17, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.1888 2020-07-27 08:06:35,645 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 20:04:02, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4320, loss: 1.4320, grad_norm: 8.6740 2020-07-27 08:06:48,953 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 20:03:48, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3304, loss: 1.3304, grad_norm: 8.5282 2020-07-27 08:07:03,603 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 20:03:35, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3081, loss: 1.3081, grad_norm: 8.1730 2020-07-27 08:07:15,986 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 20:03:20, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.3776, loss: 1.3776, grad_norm: 8.6811 2020-07-27 08:07:29,529 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 20:03:06, time: 0.677, data_time: 0.002, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.2762 2020-07-27 08:07:43,478 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 20:02:52, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3856, loss: 1.3856, grad_norm: 8.4382 2020-07-27 08:07:55,961 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 20:02:38, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3560, loss: 1.3560, grad_norm: 8.1784 2020-07-27 08:08:09,523 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 20:02:24, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.3984, loss: 1.3984, grad_norm: 8.4386 2020-07-27 08:08:24,202 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 20:02:10, time: 0.736, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3215, loss: 1.3215, grad_norm: 8.3842 2020-07-27 08:08:36,964 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 20:01:56, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3933, loss: 1.3933, grad_norm: 8.2902 2020-07-27 08:08:51,553 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 20:01:42, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.1792 2020-07-27 08:09:04,916 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 20:01:28, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8609, loss_cls: 1.3725, loss: 1.3725, grad_norm: 8.3294 2020-07-27 08:09:18,060 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 20:01:14, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3602, loss: 1.3602, grad_norm: 8.5049 2020-07-27 08:09:31,078 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 20:00:59, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4121, loss: 1.4121, grad_norm: 8.6689 2020-07-27 08:09:44,525 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 20:00:45, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3702, loss: 1.3702, grad_norm: 8.4083 2020-07-27 08:09:58,257 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 20:00:31, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3361, loss: 1.3361, grad_norm: 8.3692 2020-07-27 08:10:11,683 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 20:00:17, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.1353 2020-07-27 08:10:25,075 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 20:00:03, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3219, loss: 1.3219, grad_norm: 8.4213 2020-07-27 08:10:38,999 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 19:59:49, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.1212 2020-07-27 08:10:52,992 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 19:59:35, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.5750 2020-07-27 08:11:05,974 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 19:59:21, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4558, loss: 1.4558, grad_norm: 8.6296 2020-07-27 08:11:18,694 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 19:59:06, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.4701 2020-07-27 08:11:31,754 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 19:58:52, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3288, loss: 1.3288, grad_norm: 8.2238 2020-07-27 08:11:45,081 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 19:58:38, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.6780 2020-07-27 08:11:58,059 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 19:58:24, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3406, loss: 1.3406, grad_norm: 8.3218 2020-07-27 08:12:10,882 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 19:58:09, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8766, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.5723 2020-07-27 08:12:24,761 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 19:57:55, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.3183 2020-07-27 08:12:37,753 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 19:57:41, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4066, loss: 1.4066, grad_norm: 8.5489 2020-07-27 08:12:51,721 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 19:57:27, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.4830 2020-07-27 08:13:05,808 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 19:57:13, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3482, loss: 1.3482, grad_norm: 8.3870 2020-07-27 08:13:18,174 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 19:56:59, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.2696 2020-07-27 08:13:31,906 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 19:56:45, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2842, loss: 1.2842, grad_norm: 8.2366 2020-07-27 08:13:45,546 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 19:56:31, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.3615 2020-07-27 08:13:59,450 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 19:56:17, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.4460 2020-07-27 08:14:12,537 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 19:56:03, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.5289 2020-07-27 08:14:25,199 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 19:55:48, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3755, loss: 1.3755, grad_norm: 8.1845 2020-07-27 08:14:38,733 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 19:55:34, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2837, loss: 1.2837, grad_norm: 7.9580 2020-07-27 08:14:51,762 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 19:55:20, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.1434 2020-07-27 08:15:04,633 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 19:55:06, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3731, loss: 1.3731, grad_norm: 8.3594 2020-07-27 08:15:17,703 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 19:54:51, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.5475 2020-07-27 08:15:31,433 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 19:54:37, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.4633 2020-07-27 08:15:43,933 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 19:54:23, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2400, loss: 1.2400, grad_norm: 8.1381 2020-07-27 08:15:58,004 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 19:54:09, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.3054 2020-07-27 08:16:10,380 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 19:53:55, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8781, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.6063 2020-07-27 08:16:23,507 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 19:53:40, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3255, loss: 1.3255, grad_norm: 8.3716 2020-07-27 08:16:37,046 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 19:53:26, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.6360 2020-07-27 08:16:50,438 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 19:53:12, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.1591 2020-07-27 08:17:03,673 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 19:52:58, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3663, loss: 1.3663, grad_norm: 8.3914 2020-07-27 08:17:17,301 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 19:52:44, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.1365 2020-07-27 08:17:30,063 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 19:52:30, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.3387 2020-07-27 08:17:44,129 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 19:52:16, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.2519 2020-07-27 08:17:56,585 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 19:52:01, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.4162 2020-07-27 08:18:09,959 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 19:51:47, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.2456 2020-07-27 08:18:22,720 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 19:51:33, time: 0.636, data_time: 0.004, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.3784, loss: 1.3784, grad_norm: 8.2870 2020-07-27 08:18:36,179 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 19:51:19, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.2536 2020-07-27 08:18:49,848 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 19:51:05, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.0738 2020-07-27 08:19:03,223 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 19:50:51, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3940, loss: 1.3940, grad_norm: 8.2355 2020-07-27 08:19:16,175 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 19:50:36, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4669, loss: 1.4669, grad_norm: 8.5671 2020-07-27 08:19:29,206 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 19:50:22, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3983, loss: 1.3983, grad_norm: 8.5668 2020-07-27 08:19:42,088 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 19:50:08, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.3118 2020-07-27 08:19:55,487 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 19:49:54, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4512, loss: 1.4512, grad_norm: 8.7775 2020-07-27 08:20:09,094 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 19:49:40, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8930, loss_cls: 1.2303, loss: 1.2303, grad_norm: 8.2808 2020-07-27 08:20:21,348 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 19:49:25, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4109, loss: 1.4109, grad_norm: 8.6232 2020-07-27 08:20:36,217 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 19:49:11, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.4338, loss: 1.4338, grad_norm: 8.4762 2020-07-27 08:20:48,423 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 19:48:57, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.0721 2020-07-27 08:21:01,132 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 19:48:43, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2345, loss: 1.2345, grad_norm: 8.1113 2020-07-27 08:21:14,563 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 19:48:28, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.5506 2020-07-27 08:21:27,964 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 19:48:14, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4066, loss: 1.4066, grad_norm: 8.6243 2020-07-27 08:21:40,631 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 19:48:00, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.0876 2020-07-27 08:21:53,732 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 19:47:46, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3663, loss: 1.3663, grad_norm: 8.6095 2020-07-27 08:22:06,183 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 19:47:31, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8570, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.3692 2020-07-27 08:22:20,164 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 19:47:17, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4082, loss: 1.4082, grad_norm: 8.4322 2020-07-27 08:22:32,454 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 19:47:03, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2773, loss: 1.2773, grad_norm: 8.0949 2020-07-27 08:22:44,967 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 19:46:48, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.2922 2020-07-27 08:22:58,273 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 19:46:34, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.3025, loss: 1.3025, grad_norm: 8.0560 2020-07-27 08:23:11,723 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 19:46:20, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.3777, loss: 1.3777, grad_norm: 8.5757 2020-07-27 08:23:25,286 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 19:46:06, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.5143 2020-07-27 08:23:37,794 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 19:45:52, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.2360 2020-07-27 08:23:50,535 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 19:45:37, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.6315 2020-07-27 08:24:04,279 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 19:45:23, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4253, loss: 1.4253, grad_norm: 8.4810 2020-07-27 08:24:16,720 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 19:45:09, time: 0.622, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3015, loss: 1.3015, grad_norm: 8.5584 2020-07-27 08:24:29,324 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 19:44:54, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.2646, loss: 1.2646, grad_norm: 8.1866 2020-07-27 08:24:42,710 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 19:44:40, time: 0.669, data_time: 0.003, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3478, loss: 1.3478, grad_norm: 8.2546 2020-07-27 08:24:55,562 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 19:44:26, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3792, loss: 1.3792, grad_norm: 8.5968 2020-07-27 08:25:09,201 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 19:44:12, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8719, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.1396 2020-07-27 08:25:21,927 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 19:43:58, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4346, loss: 1.4346, grad_norm: 8.5842 2020-07-27 08:25:35,120 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 19:43:43, time: 0.660, data_time: 0.002, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4103, loss: 1.4103, grad_norm: 8.6261 2020-07-27 08:25:47,632 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 19:43:29, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.2869, loss: 1.2869, grad_norm: 8.1389 2020-07-27 08:26:00,587 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 19:43:15, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.6874 2020-07-27 08:26:14,144 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 19:43:01, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.6551 2020-07-27 08:26:27,518 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 19:42:47, time: 0.671, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.4568 2020-07-27 08:26:40,224 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 19:42:32, time: 0.635, data_time: 0.001, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8695, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.5401 2020-07-27 08:26:53,964 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 19:42:18, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.5194 2020-07-27 08:27:07,672 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 19:42:04, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.3184 2020-07-27 08:27:19,919 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 19:41:50, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.3687 2020-07-27 08:27:34,160 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 19:41:36, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3631, loss: 1.3631, grad_norm: 8.5374 2020-07-27 08:27:46,347 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 19:41:21, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4064, loss: 1.4064, grad_norm: 8.5608 2020-07-27 08:27:59,983 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 19:41:07, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4382, loss: 1.4382, grad_norm: 8.7302 2020-07-27 08:28:12,623 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 19:40:53, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8609, loss_cls: 1.4112, loss: 1.4112, grad_norm: 8.7308 2020-07-27 08:28:26,251 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 19:40:39, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.3013 2020-07-27 08:28:38,867 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 19:40:24, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3864, loss: 1.3864, grad_norm: 8.4854 2020-07-27 08:28:52,488 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 19:40:10, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.1013 2020-07-27 08:29:05,951 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 19:39:56, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.4722 2020-07-27 08:29:18,452 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 19:39:42, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.3555 2020-07-27 08:29:31,912 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 19:39:28, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3336, loss: 1.3336, grad_norm: 8.4802 2020-07-27 08:29:44,326 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 19:39:13, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.2513 2020-07-27 08:29:57,720 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 19:38:59, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.4032, loss: 1.4032, grad_norm: 8.7098 2020-07-27 08:30:11,741 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 19:38:45, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.3020 2020-07-27 08:30:24,150 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 19:38:31, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3720, loss: 1.3720, grad_norm: 8.2441 2020-07-27 08:30:37,707 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 19:38:17, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2947, loss: 1.2947, grad_norm: 8.3040 2020-07-27 08:30:51,053 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 19:38:03, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2919, loss: 1.2919, grad_norm: 8.3280 2020-07-27 08:31:03,563 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 19:37:48, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.2965 2020-07-27 08:31:17,797 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 19:37:34, time: 0.715, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3509, loss: 1.3509, grad_norm: 8.2291 2020-07-27 08:31:30,729 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 19:37:20, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.3940 2020-07-27 08:31:44,447 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 19:37:06, time: 0.686, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4370, loss: 1.4370, grad_norm: 8.4231 2020-07-27 08:31:58,353 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 19:36:52, time: 0.693, data_time: 0.025, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.2874, loss: 1.2874, grad_norm: 8.4796 2020-07-27 08:32:10,873 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 19:36:38, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3892, loss: 1.3892, grad_norm: 8.5766 2020-07-27 08:32:21,599 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-07-27 08:32:46,238 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 19:36:11, time: 1.137, data_time: 0.497, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2848, loss: 1.2848, grad_norm: 8.1852 2020-07-27 08:32:59,267 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 19:35:57, time: 0.652, data_time: 0.003, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3215, loss: 1.3215, grad_norm: 8.3041 2020-07-27 08:33:11,548 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 19:35:42, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.3457 2020-07-27 08:33:24,009 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 19:35:28, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.2471 2020-07-27 08:33:36,737 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 19:35:13, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.2816 2020-07-27 08:33:49,213 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 19:34:59, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.2180 2020-07-27 08:34:02,745 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 19:34:45, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.4346 2020-07-27 08:34:15,103 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 19:34:30, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.2687 2020-07-27 08:34:28,905 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 19:34:16, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.3447 2020-07-27 08:34:41,465 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 19:34:02, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2729, loss: 1.2729, grad_norm: 8.2847 2020-07-27 08:34:54,511 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 19:33:48, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3551, loss: 1.3551, grad_norm: 8.6094 2020-07-27 08:35:07,571 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 19:33:34, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2687, loss: 1.2687, grad_norm: 8.1654 2020-07-27 08:35:20,475 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 19:33:19, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3164, loss: 1.3164, grad_norm: 8.3396 2020-07-27 08:35:33,242 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 19:33:05, time: 0.642, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.2137 2020-07-27 08:35:46,126 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 19:32:51, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.4743 2020-07-27 08:35:59,308 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 19:32:36, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.0533 2020-07-27 08:36:11,805 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 19:32:22, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8594, loss_cls: 1.3842, loss: 1.3842, grad_norm: 8.4364 2020-07-27 08:36:24,787 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 19:32:08, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3187, loss: 1.3187, grad_norm: 8.0848 2020-07-27 08:36:38,078 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 19:31:54, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3773, loss: 1.3773, grad_norm: 8.6359 2020-07-27 08:36:51,088 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 19:31:39, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.1237 2020-07-27 08:37:03,879 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 19:31:25, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.2101 2020-07-27 08:37:16,818 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 19:31:11, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.1697 2020-07-27 08:37:30,686 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 19:30:57, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3164, loss: 1.3164, grad_norm: 8.1489 2020-07-27 08:37:43,560 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 19:30:42, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2803, loss: 1.2803, grad_norm: 8.2229 2020-07-27 08:37:56,794 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 19:30:28, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3462, loss: 1.3462, grad_norm: 8.3792 2020-07-27 08:38:09,395 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 19:30:14, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2266, loss: 1.2266, grad_norm: 8.1832 2020-07-27 08:38:22,959 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 19:30:00, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.1679 2020-07-27 08:38:36,194 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 19:29:46, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3603, loss: 1.3603, grad_norm: 8.3254 2020-07-27 08:38:48,891 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 19:29:31, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.3998 2020-07-27 08:39:01,696 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 19:29:17, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.3577 2020-07-27 08:39:14,135 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 19:29:03, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3477, loss: 1.3477, grad_norm: 8.3438 2020-07-27 08:39:27,438 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 19:28:48, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8656, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.2623 2020-07-27 08:39:41,154 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 19:28:34, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.5129 2020-07-27 08:39:54,230 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 19:28:20, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.3027 2020-07-27 08:40:08,008 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 19:28:06, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1818, loss: 1.1818, grad_norm: 7.9170 2020-07-27 08:40:21,819 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 19:27:52, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.4745 2020-07-27 08:40:34,389 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 19:27:38, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2910, loss: 1.2910, grad_norm: 8.3321 2020-07-27 08:40:46,811 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 19:27:23, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.3218 2020-07-27 08:41:01,394 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 19:27:10, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3354, loss: 1.3354, grad_norm: 8.3437 2020-07-27 08:41:13,475 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 19:26:55, time: 0.604, data_time: 0.003, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.7111 2020-07-27 08:41:25,865 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 19:26:41, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8727, loss_cls: 1.4039, loss: 1.4039, grad_norm: 8.7232 2020-07-27 08:41:40,505 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 19:26:27, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.3739 2020-07-27 08:41:52,742 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 19:26:13, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.4727 2020-07-27 08:42:06,253 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 19:25:58, time: 0.678, data_time: 0.011, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.2690 2020-07-27 08:42:18,847 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 19:25:44, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.2725 2020-07-27 08:42:32,358 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 19:25:30, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.4586 2020-07-27 08:42:46,628 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 19:25:16, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.5673 2020-07-27 08:42:59,272 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 19:25:02, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3446, loss: 1.3446, grad_norm: 8.4725 2020-07-27 08:43:12,412 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 19:24:48, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3537, loss: 1.3537, grad_norm: 8.3833 2020-07-27 08:43:26,442 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 19:24:34, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3583, loss: 1.3583, grad_norm: 8.6339 2020-07-27 08:43:39,277 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 19:24:19, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.2661 2020-07-27 08:43:51,614 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 19:24:05, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3783, loss: 1.3783, grad_norm: 8.2478 2020-07-27 08:44:04,622 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 19:23:51, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.2956 2020-07-27 08:44:18,286 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 19:23:37, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.4155 2020-07-27 08:44:32,513 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 19:23:23, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3177, loss: 1.3177, grad_norm: 8.3703 2020-07-27 08:44:44,781 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 19:23:08, time: 0.614, data_time: 0.002, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.6049 2020-07-27 08:44:57,728 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 19:22:54, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.4495 2020-07-27 08:45:12,140 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 19:22:40, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.3574 2020-07-27 08:45:25,254 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 19:22:26, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.6391 2020-07-27 08:45:38,108 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 19:22:12, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.3322 2020-07-27 08:45:50,570 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 19:21:57, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.3561 2020-07-27 08:46:04,114 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 19:21:43, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.6445 2020-07-27 08:46:16,634 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 19:21:29, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.5341 2020-07-27 08:46:29,653 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 19:21:15, time: 0.653, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.2307 2020-07-27 08:46:43,118 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 19:21:01, time: 0.671, data_time: 0.012, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.3532 2020-07-27 08:46:55,934 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 19:20:46, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.6340 2020-07-27 08:47:09,930 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 19:20:32, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3568, loss: 1.3568, grad_norm: 8.5198 2020-07-27 08:47:23,108 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 19:20:18, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.1098 2020-07-27 08:47:36,567 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 19:20:04, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2885, loss: 1.2885, grad_norm: 8.2735 2020-07-27 08:47:49,889 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 19:19:50, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.3101, loss: 1.3101, grad_norm: 7.8833 2020-07-27 08:48:03,863 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 19:19:36, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3600, loss: 1.3600, grad_norm: 8.4935 2020-07-27 08:48:16,862 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 19:19:22, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3645, loss: 1.3645, grad_norm: 8.5152 2020-07-27 08:48:30,311 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 19:19:08, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8445, loss_cls: 1.3977, loss: 1.3977, grad_norm: 8.6270 2020-07-27 08:48:42,618 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 19:18:53, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3572, loss: 1.3572, grad_norm: 8.3032 2020-07-27 08:48:57,318 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 19:18:40, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2698, loss: 1.2698, grad_norm: 8.2204 2020-07-27 08:49:09,624 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 19:18:25, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.3819 2020-07-27 08:49:22,558 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 19:18:11, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.4486 2020-07-27 08:49:36,051 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 19:17:57, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8781, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.3790 2020-07-27 08:49:48,530 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 19:17:43, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3719, loss: 1.3719, grad_norm: 8.7251 2020-07-27 08:50:02,604 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 19:17:29, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.4336 2020-07-27 08:50:15,679 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 19:17:14, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3060, loss: 1.3060, grad_norm: 8.3122 2020-07-27 08:50:28,860 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 19:17:00, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3210, loss: 1.3210, grad_norm: 8.3471 2020-07-27 08:50:41,273 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 19:16:46, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.4498 2020-07-27 08:50:54,803 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 19:16:32, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3497, loss: 1.3497, grad_norm: 8.5200 2020-07-27 08:51:08,947 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 19:16:18, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.6249 2020-07-27 08:51:21,760 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 19:16:04, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.2601 2020-07-27 08:51:35,552 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 19:15:50, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3408, loss: 1.3408, grad_norm: 8.3045 2020-07-27 08:51:48,043 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 19:15:35, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.5490 2020-07-27 08:52:00,582 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 19:15:21, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3554, loss: 1.3554, grad_norm: 8.5979 2020-07-27 08:52:13,278 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 19:15:06, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3587, loss: 1.3587, grad_norm: 8.5402 2020-07-27 08:52:25,874 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 19:14:52, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4207, loss: 1.4207, grad_norm: 8.7637 2020-07-27 08:52:39,587 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 19:14:38, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4723, loss: 1.4723, grad_norm: 8.8203 2020-07-27 08:52:52,531 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 19:14:24, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.4253 2020-07-27 08:53:04,870 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 19:14:09, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8477, loss_cls: 1.3577, loss: 1.3577, grad_norm: 8.5311 2020-07-27 08:53:17,699 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 19:13:55, time: 0.643, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3765, loss: 1.3765, grad_norm: 8.5701 2020-07-27 08:53:30,995 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 19:13:41, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.2420 2020-07-27 08:53:43,737 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 19:13:27, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.2882 2020-07-27 08:53:56,641 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 19:13:12, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4525, loss: 1.4525, grad_norm: 8.7405 2020-07-27 08:54:09,768 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 19:12:58, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3617, loss: 1.3617, grad_norm: 8.3270 2020-07-27 08:54:23,816 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 19:12:44, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.3061, loss: 1.3061, grad_norm: 8.4107 2020-07-27 08:54:36,257 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 19:12:30, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.2444 2020-07-27 08:54:49,733 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 19:12:16, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.3761 2020-07-27 08:55:02,201 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 19:12:01, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3048, loss: 1.3048, grad_norm: 8.6011 2020-07-27 08:55:14,816 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 19:11:47, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.5303 2020-07-27 08:55:28,845 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 19:11:33, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.4447 2020-07-27 08:55:41,535 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 19:11:19, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8789, loss_cls: 1.3021, loss: 1.3021, grad_norm: 8.6350 2020-07-27 08:55:53,974 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 19:11:04, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.7133 2020-07-27 08:56:06,612 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 19:10:50, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.3926 2020-07-27 08:56:19,741 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 19:10:36, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3969, loss: 1.3969, grad_norm: 8.5573 2020-07-27 08:56:33,019 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 19:10:22, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.6643 2020-07-27 08:56:45,925 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 19:10:07, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.2938 2020-07-27 08:56:59,268 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 19:09:53, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3888, loss: 1.3888, grad_norm: 8.5580 2020-07-27 08:57:11,646 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 19:09:39, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.7380 2020-07-27 08:57:24,801 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 19:09:25, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.5223 2020-07-27 08:57:37,642 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 19:09:10, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4653, loss: 1.4653, grad_norm: 8.6679 2020-07-27 08:57:51,540 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 19:08:56, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4237, loss: 1.4237, grad_norm: 8.4757 2020-07-27 08:58:05,043 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 19:08:42, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3686, loss: 1.3686, grad_norm: 8.4838 2020-07-27 08:58:17,959 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 19:08:28, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3667, loss: 1.3667, grad_norm: 8.2758 2020-07-27 08:58:30,245 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 19:08:14, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.1081 2020-07-27 08:58:43,743 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 19:08:00, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.3403 2020-07-27 08:58:56,181 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 19:07:45, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.4780 2020-07-27 08:59:10,023 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 19:07:31, time: 0.694, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.3549 2020-07-27 08:59:22,789 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 19:07:17, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4109, loss: 1.4109, grad_norm: 8.5449 2020-07-27 08:59:35,253 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 19:07:02, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.4027 2020-07-27 08:59:49,663 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 19:06:49, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.1561 2020-07-27 09:00:03,027 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 19:06:35, time: 0.668, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.2013 2020-07-27 09:00:17,895 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 19:06:21, time: 0.731, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.3572, loss: 1.3572, grad_norm: 8.1968 2020-07-27 09:00:30,493 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 19:06:07, time: 0.640, data_time: 0.025, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.0395 2020-07-27 09:00:42,824 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 19:05:52, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4228, loss: 1.4228, grad_norm: 8.7837 2020-07-27 09:00:55,959 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 19:05:38, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8812, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.2976 2020-07-27 09:01:08,275 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 19:05:23, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3987, loss: 1.3987, grad_norm: 8.6945 2020-07-27 09:01:21,317 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 19:05:09, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.2400 2020-07-27 09:01:34,359 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 19:04:55, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8664, loss_cls: 1.3648, loss: 1.3648, grad_norm: 8.6776 2020-07-27 09:01:48,213 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 19:04:41, time: 0.690, data_time: 0.011, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.2549 2020-07-27 09:02:00,525 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 19:04:27, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8578, loss_cls: 1.4372, loss: 1.4372, grad_norm: 8.6495 2020-07-27 09:02:14,270 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 19:04:13, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3807, loss: 1.3807, grad_norm: 8.5183 2020-07-27 09:02:27,689 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 19:03:59, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3573, loss: 1.3573, grad_norm: 8.5967 2020-07-27 09:02:41,401 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 19:03:45, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.3909, loss: 1.3909, grad_norm: 8.7044 2020-07-27 09:02:54,231 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 19:03:30, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.2693 2020-07-27 09:03:06,598 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 19:03:16, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2603, loss: 1.2603, grad_norm: 8.2458 2020-07-27 09:03:19,742 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 19:03:02, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8695, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.3903 2020-07-27 09:03:33,497 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 19:02:48, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3279, loss: 1.3279, grad_norm: 8.4639 2020-07-27 09:03:46,171 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 19:02:33, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4231, loss: 1.4231, grad_norm: 8.6891 2020-07-27 09:03:59,942 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 19:02:19, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.5626 2020-07-27 09:04:12,385 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 19:02:05, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.3116, loss: 1.3116, grad_norm: 8.0708 2020-07-27 09:04:24,796 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 19:01:51, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.3263 2020-07-27 09:04:37,335 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 19:01:36, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.4973 2020-07-27 09:04:50,144 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 19:01:22, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.3589 2020-07-27 09:05:02,902 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 19:01:08, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.2631 2020-07-27 09:05:15,801 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 19:00:53, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2707, loss: 1.2707, grad_norm: 8.1850 2020-07-27 09:05:29,236 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 19:00:39, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.3937, loss: 1.3937, grad_norm: 8.7609 2020-07-27 09:05:42,102 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 19:00:25, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4377, loss: 1.4377, grad_norm: 8.5930 2020-07-27 09:05:54,564 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 19:00:10, time: 0.622, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.3759, loss: 1.3759, grad_norm: 8.5059 2020-07-27 09:06:07,410 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 18:59:56, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.4146 2020-07-27 09:06:21,456 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 18:59:42, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.2609 2020-07-27 09:06:34,306 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 18:59:28, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.2716 2020-07-27 09:06:46,683 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 18:59:14, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4252, loss: 1.4252, grad_norm: 8.7379 2020-07-27 09:06:59,599 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 18:58:59, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.6011 2020-07-27 09:07:13,240 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 18:58:45, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3467, loss: 1.3467, grad_norm: 8.5471 2020-07-27 09:07:25,575 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 18:58:31, time: 0.619, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4103, loss: 1.4103, grad_norm: 8.4489 2020-07-27 09:07:38,932 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 18:58:17, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.6166 2020-07-27 09:07:53,743 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 18:58:03, time: 0.744, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.5942 2020-07-27 09:08:06,482 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 18:57:49, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.5853 2020-07-27 09:08:21,635 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 18:57:35, time: 0.760, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3630, loss: 1.3630, grad_norm: 8.5841 2020-07-27 09:08:34,631 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 18:57:21, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.6385 2020-07-27 09:08:47,882 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 18:57:07, time: 0.663, data_time: 0.003, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3861, loss: 1.3861, grad_norm: 8.6702 2020-07-27 09:09:00,875 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 18:56:53, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3281, loss: 1.3281, grad_norm: 8.4463 2020-07-27 09:09:14,602 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 18:56:39, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.3662 2020-07-27 09:09:27,004 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 18:56:24, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.6652 2020-07-27 09:09:39,887 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 18:56:10, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3801, loss: 1.3801, grad_norm: 8.5796 2020-07-27 09:09:53,047 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 18:55:56, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3499, loss: 1.3499, grad_norm: 8.7254 2020-07-27 09:10:06,563 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 18:55:42, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8711, loss_cls: 1.3455, loss: 1.3455, grad_norm: 8.7829 2020-07-27 09:10:19,730 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 18:55:28, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4033, loss: 1.4033, grad_norm: 8.7819 2020-07-27 09:10:32,292 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 18:55:13, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.4822 2020-07-27 09:10:45,661 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 18:54:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.4531 2020-07-27 09:10:59,377 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 18:54:45, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.3875 2020-07-27 09:11:11,863 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 18:54:31, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3342, loss: 1.3342, grad_norm: 8.3705 2020-07-27 09:11:24,981 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 18:54:17, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8758, loss_cls: 1.3065, loss: 1.3065, grad_norm: 8.4760 2020-07-27 09:11:38,214 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 18:54:03, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.3462, loss: 1.3462, grad_norm: 8.6733 2020-07-27 09:11:51,058 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 18:53:48, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3768, loss: 1.3768, grad_norm: 8.5382 2020-07-27 09:12:05,069 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 18:53:34, time: 0.701, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.7517 2020-07-27 09:12:17,363 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 18:53:20, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.7432 2020-07-27 09:12:29,964 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 18:53:06, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.4411 2020-07-27 09:12:43,044 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 18:52:51, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.3272 2020-07-27 09:12:55,464 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 18:52:37, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.5159 2020-07-27 09:13:08,906 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 18:52:23, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.2523 2020-07-27 09:13:23,247 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 18:52:09, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3452, loss: 1.3452, grad_norm: 8.5597 2020-07-27 09:13:34,620 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-07-27 09:13:58,750 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 18:51:43, time: 1.159, data_time: 0.538, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3697, loss: 1.3697, grad_norm: 8.7457 2020-07-27 09:14:11,880 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 18:51:28, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.4093 2020-07-27 09:14:25,684 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 18:51:14, time: 0.690, data_time: 0.002, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.5490 2020-07-27 09:14:37,743 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 18:51:00, time: 0.600, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1615, loss: 1.1615, grad_norm: 7.9606 2020-07-27 09:14:50,571 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 18:50:46, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.3348 2020-07-27 09:15:03,727 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 18:50:31, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.3976 2020-07-27 09:15:16,538 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 18:50:17, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.5090 2020-07-27 09:15:30,327 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 18:50:03, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2306, loss: 1.2306, grad_norm: 8.1049 2020-07-27 09:15:42,461 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 18:49:49, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.3777 2020-07-27 09:15:55,001 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 18:49:34, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.5489 2020-07-27 09:16:09,376 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 18:49:21, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.0620 2020-07-27 09:16:22,097 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 18:49:06, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.5888 2020-07-27 09:16:34,309 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 18:48:52, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3669, loss: 1.3669, grad_norm: 8.4544 2020-07-27 09:16:47,784 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 18:48:38, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2866, loss: 1.2866, grad_norm: 8.4811 2020-07-27 09:17:01,403 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 18:48:24, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.3257 2020-07-27 09:17:14,231 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 18:48:09, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.4444 2020-07-27 09:17:27,005 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 18:47:55, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.2369 2020-07-27 09:17:40,222 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 18:47:41, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.2523 2020-07-27 09:17:53,787 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 18:47:27, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.3909, loss: 1.3909, grad_norm: 8.5806 2020-07-27 09:18:06,096 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 18:47:12, time: 0.613, data_time: 0.004, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.6445 2020-07-27 09:18:20,663 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 18:46:59, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.7888 2020-07-27 09:18:33,519 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 18:46:44, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.4051 2020-07-27 09:18:46,533 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 18:46:30, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.2814 2020-07-27 09:18:59,445 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 18:46:16, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.4363 2020-07-27 09:19:12,031 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 18:46:02, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2522, loss: 1.2522, grad_norm: 8.2440 2020-07-27 09:19:25,153 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 18:45:47, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.4826 2020-07-27 09:19:38,933 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 18:45:34, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.4596 2020-07-27 09:19:52,263 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 18:45:19, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.4209 2020-07-27 09:20:04,777 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 18:45:05, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.3836 2020-07-27 09:20:17,626 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 18:44:51, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3485, loss: 1.3485, grad_norm: 8.3165 2020-07-27 09:20:30,326 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 18:44:36, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.3301 2020-07-27 09:20:44,397 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 18:44:23, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.4975 2020-07-27 09:20:57,356 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 18:44:08, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.2997, loss: 1.2997, grad_norm: 8.4616 2020-07-27 09:21:09,870 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 18:43:54, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.6031 2020-07-27 09:21:24,421 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 18:43:40, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3177, loss: 1.3177, grad_norm: 8.6025 2020-07-27 09:21:36,861 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 18:43:26, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2924, loss: 1.2924, grad_norm: 8.4751 2020-07-27 09:21:49,828 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 18:43:12, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.3072, loss: 1.3072, grad_norm: 8.4422 2020-07-27 09:22:04,002 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 18:42:58, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.1059 2020-07-27 09:22:16,224 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 18:42:43, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.3834, loss: 1.3834, grad_norm: 8.7479 2020-07-27 09:22:30,658 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 18:42:30, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.2633 2020-07-27 09:22:43,762 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 18:42:15, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.5925 2020-07-27 09:22:56,082 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 18:42:01, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.6277 2020-07-27 09:23:09,708 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 18:41:47, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.3666 2020-07-27 09:23:22,548 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 18:41:33, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.5767 2020-07-27 09:23:35,860 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 18:41:19, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.7550 2020-07-27 09:23:48,711 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 18:41:04, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.2691 2020-07-27 09:24:02,278 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 18:40:50, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3406, loss: 1.3406, grad_norm: 8.3996 2020-07-27 09:24:15,364 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 18:40:36, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.5194 2020-07-27 09:24:28,880 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 18:40:22, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2880, loss: 1.2880, grad_norm: 8.5075 2020-07-27 09:24:41,691 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 18:40:08, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.7379 2020-07-27 09:24:55,956 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 18:39:54, time: 0.714, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3761, loss: 1.3761, grad_norm: 8.6417 2020-07-27 09:25:08,767 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 18:39:40, time: 0.640, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.5474 2020-07-27 09:25:21,851 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 18:39:26, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.4770 2020-07-27 09:25:35,701 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 18:39:12, time: 0.692, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.4207 2020-07-27 09:25:48,864 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 18:38:57, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3630, loss: 1.3630, grad_norm: 8.3271 2020-07-27 09:26:01,104 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 18:38:43, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2780, loss: 1.2780, grad_norm: 8.2597 2020-07-27 09:26:14,005 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 18:38:29, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.3361 2020-07-27 09:26:27,151 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 18:38:15, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.0259 2020-07-27 09:26:40,098 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 18:38:00, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.4847 2020-07-27 09:26:52,579 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 18:37:46, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.6119 2020-07-27 09:27:04,968 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 18:37:32, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4288, loss: 1.4288, grad_norm: 8.8084 2020-07-27 09:27:18,680 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 18:37:18, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.2776 2020-07-27 09:27:31,055 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 18:37:03, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3976, loss: 1.3976, grad_norm: 8.5244 2020-07-27 09:27:45,076 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 18:36:49, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.5176 2020-07-27 09:27:57,332 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 18:36:35, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.6159 2020-07-27 09:28:10,957 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 18:36:21, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.6123 2020-07-27 09:28:23,594 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 18:36:06, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.4378 2020-07-27 09:28:36,061 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 18:35:52, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3553, loss: 1.3553, grad_norm: 8.3115 2020-07-27 09:28:49,293 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 18:35:38, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4162, loss: 1.4162, grad_norm: 9.1075 2020-07-27 09:29:02,868 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 18:35:24, time: 0.676, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.4660 2020-07-27 09:29:15,178 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 18:35:09, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.2472 2020-07-27 09:29:27,912 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 18:34:55, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.2763 2020-07-27 09:29:40,748 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 18:34:41, time: 0.642, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.2914 2020-07-27 09:29:53,303 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 18:34:27, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.4178 2020-07-27 09:30:06,354 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 18:34:12, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8656, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.1227 2020-07-27 09:30:19,400 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 18:33:58, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.3572 2020-07-27 09:30:32,390 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 18:33:44, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.3356 2020-07-27 09:30:45,306 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 18:33:30, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.3682 2020-07-27 09:30:59,170 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 18:33:16, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.2827 2020-07-27 09:31:11,549 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 18:33:01, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.6022 2020-07-27 09:31:24,068 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 18:32:47, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.6152 2020-07-27 09:31:36,466 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 18:32:33, time: 0.620, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3543, loss: 1.3543, grad_norm: 8.3320 2020-07-27 09:31:50,297 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 18:32:19, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.4871 2020-07-27 09:32:04,002 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 18:32:05, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1979, loss: 1.1979, grad_norm: 8.0093 2020-07-27 09:32:17,293 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 18:31:51, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.4072 2020-07-27 09:32:29,849 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 18:31:36, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4185, loss: 1.4185, grad_norm: 8.6694 2020-07-27 09:32:43,798 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 18:31:22, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.4588 2020-07-27 09:32:57,003 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 18:31:08, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.2947 2020-07-27 09:33:11,437 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 18:30:54, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.3639 2020-07-27 09:33:23,727 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 18:30:40, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.2598 2020-07-27 09:33:36,760 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 18:30:26, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.4158 2020-07-27 09:33:49,213 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 18:30:11, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.2687, loss: 1.2687, grad_norm: 8.4175 2020-07-27 09:34:03,395 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 18:29:58, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.3891 2020-07-27 09:34:15,558 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 18:29:43, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3172, loss: 1.3172, grad_norm: 8.5714 2020-07-27 09:34:27,988 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 18:29:29, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.0982 2020-07-27 09:34:41,424 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 18:29:15, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8742, loss_cls: 1.3020, loss: 1.3020, grad_norm: 8.3666 2020-07-27 09:34:54,808 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 18:29:01, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4334, loss: 1.4334, grad_norm: 8.8993 2020-07-27 09:35:07,537 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 18:28:46, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4814, loss: 1.4814, grad_norm: 9.0581 2020-07-27 09:35:19,996 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 18:28:32, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4348, loss: 1.4348, grad_norm: 8.6033 2020-07-27 09:35:33,908 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 18:28:18, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3176, loss: 1.3176, grad_norm: 8.3498 2020-07-27 09:35:47,544 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 18:28:04, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3864, loss: 1.3864, grad_norm: 8.5777 2020-07-27 09:36:00,607 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 18:27:50, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.4449 2020-07-27 09:36:13,102 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 18:27:35, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.6140 2020-07-27 09:36:26,316 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 18:27:21, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3839, loss: 1.3839, grad_norm: 8.7010 2020-07-27 09:36:39,038 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 18:27:07, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3847, loss: 1.3847, grad_norm: 8.4894 2020-07-27 09:36:53,315 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 18:26:53, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4019, loss: 1.4019, grad_norm: 8.6976 2020-07-27 09:37:05,794 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 18:26:39, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.3550 2020-07-27 09:37:18,213 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 18:26:24, time: 0.624, data_time: 0.010, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3494, loss: 1.3494, grad_norm: 8.2354 2020-07-27 09:37:31,377 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 18:26:10, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.5152 2020-07-27 09:37:44,006 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 18:25:56, time: 0.636, data_time: 0.011, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.3975 2020-07-27 09:37:57,376 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 18:25:42, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.4821 2020-07-27 09:38:10,296 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 18:25:28, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4092, loss: 1.4092, grad_norm: 8.8350 2020-07-27 09:38:23,308 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 18:25:13, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.4692 2020-07-27 09:38:36,719 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 18:24:59, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.6068 2020-07-27 09:38:49,208 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 18:24:45, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.3878 2020-07-27 09:39:02,642 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 18:24:31, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3969, loss: 1.3969, grad_norm: 8.7256 2020-07-27 09:39:16,724 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 18:24:17, time: 0.706, data_time: 0.011, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8664, loss_cls: 1.3625, loss: 1.3625, grad_norm: 8.7318 2020-07-27 09:39:28,886 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 18:24:03, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.4022, loss: 1.4022, grad_norm: 8.6547 2020-07-27 09:39:42,264 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 18:23:49, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4289, loss: 1.4289, grad_norm: 8.8696 2020-07-27 09:39:55,549 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 18:23:34, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3771, loss: 1.3771, grad_norm: 8.7634 2020-07-27 09:40:07,968 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 18:23:20, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.5949 2020-07-27 09:40:20,918 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 18:23:06, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.7774 2020-07-27 09:40:34,763 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 18:22:52, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3932, loss: 1.3932, grad_norm: 8.9067 2020-07-27 09:40:48,055 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 18:22:38, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.4448 2020-07-27 09:41:00,303 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 18:22:23, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3467, loss: 1.3467, grad_norm: 8.8164 2020-07-27 09:41:13,644 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 18:22:09, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.6220 2020-07-27 09:41:25,821 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 18:21:55, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.1356 2020-07-27 09:41:38,545 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 18:21:40, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.6194 2020-07-27 09:41:50,897 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 18:21:26, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.5528 2020-07-27 09:42:04,466 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 18:21:12, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3191, loss: 1.3191, grad_norm: 8.7814 2020-07-27 09:42:17,452 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 18:20:58, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.2401 2020-07-27 09:42:30,000 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 18:20:43, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.2582 2020-07-27 09:42:42,870 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 18:20:29, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4327, loss: 1.4327, grad_norm: 8.7864 2020-07-27 09:42:56,425 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 18:20:15, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.5418 2020-07-27 09:43:08,951 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 18:20:01, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.1520 2020-07-27 09:43:21,977 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 18:19:47, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.6077 2020-07-27 09:43:34,682 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 18:19:32, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.4002 2020-07-27 09:43:48,109 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 18:19:18, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.4013 2020-07-27 09:44:00,832 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 18:19:04, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.3947 2020-07-27 09:44:14,054 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 18:18:50, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3855, loss: 1.3855, grad_norm: 8.5824 2020-07-27 09:44:26,526 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 18:18:36, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4812, loss: 1.4812, grad_norm: 8.6833 2020-07-27 09:44:38,859 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 18:18:21, time: 0.614, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.4051 2020-07-27 09:44:51,720 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 18:18:07, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.3369 2020-07-27 09:45:04,208 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 18:17:52, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.5512 2020-07-27 09:45:17,825 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 18:17:38, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3552, loss: 1.3552, grad_norm: 8.5585 2020-07-27 09:45:30,668 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 18:17:24, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8703, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.7291 2020-07-27 09:45:43,365 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 18:17:10, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.5285 2020-07-27 09:45:56,704 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 18:16:56, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.4744 2020-07-27 09:46:10,236 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 18:16:42, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3683, loss: 1.3683, grad_norm: 8.5193 2020-07-27 09:46:22,892 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 18:16:27, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8805, loss_cls: 1.3032, loss: 1.3032, grad_norm: 8.3192 2020-07-27 09:46:36,179 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 18:16:13, time: 0.668, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.4153, loss: 1.4153, grad_norm: 8.6345 2020-07-27 09:46:49,190 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 18:15:59, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.7249 2020-07-27 09:47:01,997 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 18:15:45, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.4642 2020-07-27 09:47:14,586 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 18:15:31, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2788, loss: 1.2788, grad_norm: 8.3700 2020-07-27 09:47:27,863 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 18:15:16, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4405, loss: 1.4405, grad_norm: 8.9018 2020-07-27 09:47:40,148 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 18:15:02, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.7630 2020-07-27 09:47:53,717 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 18:14:48, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2639, loss: 1.2639, grad_norm: 8.3144 2020-07-27 09:48:06,260 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 18:14:34, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.2635 2020-07-27 09:48:19,739 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 18:14:20, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.9723 2020-07-27 09:48:32,342 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 18:14:05, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.3951 2020-07-27 09:48:45,517 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 18:13:51, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4159, loss: 1.4159, grad_norm: 8.7617 2020-07-27 09:48:59,320 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 18:13:37, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8484, loss_cls: 1.3743, loss: 1.3743, grad_norm: 8.4816 2020-07-27 09:49:12,454 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 18:13:23, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.4763 2020-07-27 09:49:25,176 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 18:13:09, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.2063, loss: 1.2063, grad_norm: 8.2047 2020-07-27 09:49:37,657 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 18:12:54, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8461, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.2318 2020-07-27 09:49:50,392 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 18:12:40, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4168, loss: 1.4168, grad_norm: 8.7512 2020-07-27 09:50:04,245 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 18:12:26, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.5271 2020-07-27 09:50:16,334 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 18:12:12, time: 0.605, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4132, loss: 1.4132, grad_norm: 8.7128 2020-07-27 09:50:30,543 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 18:11:58, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.4517 2020-07-27 09:50:43,347 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 18:11:44, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.5404 2020-07-27 09:50:55,684 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 18:11:29, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.9555 2020-07-27 09:51:09,307 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 18:11:15, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.3834 2020-07-27 09:51:21,785 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 18:11:01, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.8331 2020-07-27 09:51:36,279 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 18:10:47, time: 0.730, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4293, loss: 1.4293, grad_norm: 8.7697 2020-07-27 09:51:48,529 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 18:10:33, time: 0.611, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.5544 2020-07-27 09:52:02,614 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 18:10:19, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.3866 2020-07-27 09:52:14,894 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 18:10:05, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.5337 2020-07-27 09:52:27,324 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 18:09:50, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2516, loss: 1.2516, grad_norm: 8.3405 2020-07-27 09:52:39,827 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 18:09:36, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8727, loss_cls: 1.3355, loss: 1.3355, grad_norm: 8.7788 2020-07-27 09:52:53,619 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 18:09:22, time: 0.694, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.1941 2020-07-27 09:53:05,961 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 18:09:07, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8836, loss_cls: 1.2621, loss: 1.2621, grad_norm: 8.4860 2020-07-27 09:53:19,433 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 18:08:53, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.4817 2020-07-27 09:53:31,895 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 18:08:39, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.2896, loss: 1.2896, grad_norm: 8.4987 2020-07-27 09:53:45,583 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 18:08:25, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2898, loss: 1.2898, grad_norm: 8.6743 2020-07-27 09:53:58,373 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 18:08:11, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3155, loss: 1.3155, grad_norm: 8.2987 2020-07-27 09:54:10,653 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 18:07:56, time: 0.621, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.6516 2020-07-27 09:54:24,458 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 18:07:42, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3076, loss: 1.3076, grad_norm: 8.4940 2020-07-27 09:54:35,016 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-27 09:54:56,417 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 18:07:15, time: 1.021, data_time: 0.429, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3263, loss: 1.3263, grad_norm: 8.2624 2020-07-27 09:55:08,683 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 18:07:01, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.7326 2020-07-27 09:55:20,918 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 18:06:46, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3952, loss: 1.3952, grad_norm: 8.5739 2020-07-27 09:55:34,135 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 18:06:32, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.4883 2020-07-27 09:55:46,575 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 18:06:18, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3326, loss: 1.3326, grad_norm: 8.5589 2020-07-27 09:55:59,405 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 18:06:03, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2636, loss: 1.2636, grad_norm: 8.4446 2020-07-27 09:56:11,739 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 18:05:49, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8586, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.6872 2020-07-27 09:56:25,302 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 18:05:35, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2861, loss: 1.2861, grad_norm: 8.2456 2020-07-27 09:56:38,441 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 18:05:21, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2519, loss: 1.2519, grad_norm: 8.1912 2020-07-27 09:56:51,392 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 18:05:07, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.0991 2020-07-27 09:57:04,941 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 18:04:53, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.4346 2020-07-27 09:57:17,858 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 18:04:38, time: 0.648, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.5506 2020-07-27 09:57:30,142 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 18:04:24, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3958, loss: 1.3958, grad_norm: 8.5228 2020-07-27 09:57:43,575 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 18:04:10, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.3564 2020-07-27 09:57:57,531 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 18:03:56, time: 0.696, data_time: 0.004, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3553, loss: 1.3553, grad_norm: 8.7492 2020-07-27 09:58:10,633 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 18:03:42, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3251, loss: 1.3251, grad_norm: 8.5230 2020-07-27 09:58:23,204 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 18:03:28, time: 0.628, data_time: 0.002, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3254, loss: 1.3254, grad_norm: 8.7808 2020-07-27 09:58:36,779 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 18:03:14, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.7095 2020-07-27 09:58:48,976 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 18:02:59, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8680, loss_cls: 1.3426, loss: 1.3426, grad_norm: 8.6524 2020-07-27 09:59:01,351 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 18:02:45, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3104, loss: 1.3104, grad_norm: 8.4575 2020-07-27 09:59:13,990 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 18:02:30, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.6195 2020-07-27 09:59:26,510 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 18:02:16, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.4089 2020-07-27 09:59:40,721 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 18:02:02, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3857, loss: 1.3857, grad_norm: 8.8257 2020-07-27 09:59:53,669 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 18:01:48, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.4531 2020-07-27 10:00:09,014 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 18:01:35, time: 0.769, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.4069 2020-07-27 10:00:22,115 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 18:01:20, time: 0.656, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.2803 2020-07-27 10:00:34,510 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 18:01:06, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3382, loss: 1.3382, grad_norm: 8.7965 2020-07-27 10:00:46,780 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 18:00:52, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3993, loss: 1.3993, grad_norm: 8.6864 2020-07-27 10:00:59,824 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 18:00:37, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4034, loss: 1.4034, grad_norm: 8.6072 2020-07-27 10:01:13,374 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 18:00:23, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3911, loss: 1.3911, grad_norm: 8.6928 2020-07-27 10:01:26,752 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 18:00:09, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.4620 2020-07-27 10:01:39,860 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 17:59:55, time: 0.660, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.7691 2020-07-27 10:01:53,383 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 17:59:41, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.7283 2020-07-27 10:02:05,993 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 17:59:27, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.5586 2020-07-27 10:02:18,391 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 17:59:13, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.4002 2020-07-27 10:02:31,774 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 17:58:58, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3400, loss: 1.3400, grad_norm: 8.4408 2020-07-27 10:02:44,603 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 17:58:44, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.5524 2020-07-27 10:02:57,126 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 17:58:30, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.3046, loss: 1.3046, grad_norm: 8.6252 2020-07-27 10:03:09,609 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 17:58:16, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.3618 2020-07-27 10:03:21,969 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 17:58:01, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.3779 2020-07-27 10:03:35,821 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 17:57:47, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.3614 2020-07-27 10:03:48,217 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 17:57:33, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.2990 2020-07-27 10:04:01,746 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 17:57:19, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4128, loss: 1.4128, grad_norm: 8.9215 2020-07-27 10:04:15,384 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 17:57:05, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3233, loss: 1.3233, grad_norm: 8.3756 2020-07-27 10:04:28,296 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 17:56:51, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.3860 2020-07-27 10:04:41,044 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 17:56:36, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.5564 2020-07-27 10:04:53,928 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 17:56:22, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.2899, loss: 1.2899, grad_norm: 8.3689 2020-07-27 10:05:06,315 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 17:56:08, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.3257, loss: 1.3257, grad_norm: 8.7204 2020-07-27 10:05:20,074 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 17:55:54, time: 0.685, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.3181 2020-07-27 10:05:33,025 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 17:55:40, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.1245 2020-07-27 10:05:46,789 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 17:55:26, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2851, loss: 1.2851, grad_norm: 8.4328 2020-07-27 10:06:00,333 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 17:55:12, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3417, loss: 1.3417, grad_norm: 8.1983 2020-07-27 10:06:12,640 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 17:54:57, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2609, loss: 1.2609, grad_norm: 8.4768 2020-07-27 10:06:26,077 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 17:54:43, time: 0.675, data_time: 0.011, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.3970 2020-07-27 10:06:39,596 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 17:54:29, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4037, loss: 1.4037, grad_norm: 8.7214 2020-07-27 10:06:52,253 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 17:54:15, time: 0.635, data_time: 0.011, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.3335 2020-07-27 10:07:05,269 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 17:54:01, time: 0.652, data_time: 0.010, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.3659 2020-07-27 10:07:17,953 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 17:53:46, time: 0.632, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.4058 2020-07-27 10:07:31,368 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 17:53:32, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.0276 2020-07-27 10:07:44,236 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 17:53:18, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.3261 2020-07-27 10:07:56,432 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 17:53:04, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3663, loss: 1.3663, grad_norm: 8.5845 2020-07-27 10:08:09,598 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 17:52:50, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.6107 2020-07-27 10:08:22,078 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 17:52:35, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4157, loss: 1.4157, grad_norm: 8.9221 2020-07-27 10:08:35,241 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 17:52:21, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.6761 2020-07-27 10:08:47,499 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 17:52:07, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.7155 2020-07-27 10:09:01,430 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 17:51:53, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.7924 2020-07-27 10:09:13,505 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 17:51:38, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.3432 2020-07-27 10:09:26,187 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 17:51:24, time: 0.631, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.6530 2020-07-27 10:09:38,537 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 17:51:10, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.4244 2020-07-27 10:09:51,216 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 17:50:55, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.6082 2020-07-27 10:10:04,590 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 17:50:41, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.7730 2020-07-27 10:10:17,157 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 17:50:27, time: 0.628, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.4960 2020-07-27 10:10:29,716 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 17:50:13, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3098, loss: 1.3098, grad_norm: 8.5666 2020-07-27 10:10:42,115 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 17:49:58, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.5099 2020-07-27 10:10:55,644 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 17:49:44, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.3063, loss: 1.3063, grad_norm: 8.6279 2020-07-27 10:11:08,755 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 17:49:30, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3631, loss: 1.3631, grad_norm: 8.6726 2020-07-27 10:11:21,897 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 17:49:16, time: 0.655, data_time: 0.013, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3563, loss: 1.3563, grad_norm: 8.6543 2020-07-27 10:11:35,350 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 17:49:02, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.4791 2020-07-27 10:11:48,331 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 17:48:48, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2884, loss: 1.2884, grad_norm: 8.3889 2020-07-27 10:12:00,560 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 17:48:33, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4338, loss: 1.4338, grad_norm: 8.9920 2020-07-27 10:12:15,138 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 17:48:20, time: 0.726, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.4539 2020-07-27 10:12:27,515 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 17:48:05, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4131, loss: 1.4131, grad_norm: 8.3869 2020-07-27 10:12:40,505 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 17:47:51, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.3893, loss: 1.3893, grad_norm: 8.5582 2020-07-27 10:12:53,273 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 17:47:37, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3760, loss: 1.3760, grad_norm: 8.6771 2020-07-27 10:13:05,529 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 17:47:22, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3602, loss: 1.3602, grad_norm: 8.2974 2020-07-27 10:13:20,269 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 17:47:09, time: 0.740, data_time: 0.007, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.6948 2020-07-27 10:13:33,835 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 17:46:55, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.8726 2020-07-27 10:13:46,592 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 17:46:41, time: 0.638, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.4851 2020-07-27 10:13:59,625 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 17:46:26, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2610, loss: 1.2610, grad_norm: 8.2786 2020-07-27 10:14:11,901 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 17:46:12, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.5567 2020-07-27 10:14:24,406 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 17:45:58, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.2589 2020-07-27 10:14:37,385 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 17:45:44, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.4951 2020-07-27 10:14:51,013 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 17:45:30, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.8363 2020-07-27 10:15:06,081 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 17:45:16, time: 0.755, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8711, loss_cls: 1.3286, loss: 1.3286, grad_norm: 8.8336 2020-07-27 10:15:19,026 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 17:45:02, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.3949, loss: 1.3949, grad_norm: 8.6869 2020-07-27 10:15:32,395 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 17:44:48, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.7108 2020-07-27 10:15:44,842 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 17:44:33, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3248, loss: 1.3248, grad_norm: 8.3718 2020-07-27 10:15:57,253 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 17:44:19, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3724, loss: 1.3724, grad_norm: 8.7043 2020-07-27 10:16:10,650 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 17:44:05, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.6454 2020-07-27 10:16:23,776 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 17:43:51, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3164, loss: 1.3164, grad_norm: 8.4169 2020-07-27 10:16:35,997 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 17:43:36, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.5410 2020-07-27 10:16:48,487 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 17:43:22, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3263, loss: 1.3263, grad_norm: 8.4541 2020-07-27 10:17:02,544 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 17:43:08, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3353, loss: 1.3353, grad_norm: 8.5371 2020-07-27 10:17:14,621 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 17:42:54, time: 0.602, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4338, loss: 1.4338, grad_norm: 8.8519 2020-07-27 10:17:27,692 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 17:42:40, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3852, loss: 1.3852, grad_norm: 8.2383 2020-07-27 10:17:40,512 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 17:42:25, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.4372 2020-07-27 10:17:53,274 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 17:42:11, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.5712 2020-07-27 10:18:05,830 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 17:41:57, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.8469 2020-07-27 10:18:19,478 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 17:41:43, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.6936 2020-07-27 10:18:31,799 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 17:41:29, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.4862 2020-07-27 10:18:45,046 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 17:41:14, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8508, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.1604 2020-07-27 10:18:57,693 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 17:41:00, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3683, loss: 1.3683, grad_norm: 8.8416 2020-07-27 10:19:11,276 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 17:40:46, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8453, loss_cls: 1.3710, loss: 1.3710, grad_norm: 8.5980 2020-07-27 10:19:23,879 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 17:40:32, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.6657 2020-07-27 10:19:36,377 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 17:40:18, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8812, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.6959 2020-07-27 10:19:49,668 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 17:40:03, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3602, loss: 1.3602, grad_norm: 8.6941 2020-07-27 10:20:03,051 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 17:39:49, time: 0.669, data_time: 0.003, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.7191 2020-07-27 10:20:15,156 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 17:39:35, time: 0.606, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.4506 2020-07-27 10:20:27,735 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 17:39:21, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3583, loss: 1.3583, grad_norm: 8.6277 2020-07-27 10:20:40,191 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 17:39:06, time: 0.627, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3973, loss: 1.3973, grad_norm: 8.6802 2020-07-27 10:20:53,166 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 17:38:52, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.3630 2020-07-27 10:21:06,257 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 17:38:38, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.7050 2020-07-27 10:21:18,579 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 17:38:24, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.7438 2020-07-27 10:21:31,587 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 17:38:09, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3191, loss: 1.3191, grad_norm: 8.7713 2020-07-27 10:21:44,257 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 17:37:55, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3684, loss: 1.3684, grad_norm: 8.5931 2020-07-27 10:21:56,765 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 17:37:41, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3477, loss: 1.3477, grad_norm: 8.5902 2020-07-27 10:22:09,839 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 17:37:27, time: 0.651, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2733, loss: 1.2733, grad_norm: 8.5724 2020-07-27 10:22:22,205 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 17:37:12, time: 0.621, data_time: 0.012, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.4077 2020-07-27 10:22:35,685 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 17:36:58, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8695, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.3566 2020-07-27 10:22:49,232 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 17:36:44, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.7312 2020-07-27 10:23:02,325 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 17:36:30, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.5152 2020-07-27 10:23:14,658 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 17:36:16, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.3807 2020-07-27 10:23:27,357 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 17:36:01, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3177, loss: 1.3177, grad_norm: 8.6599 2020-07-27 10:23:39,647 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 17:35:47, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.7470 2020-07-27 10:23:53,070 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 17:35:33, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.6569 2020-07-27 10:24:06,432 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 17:35:19, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3921, loss: 1.3921, grad_norm: 8.6735 2020-07-27 10:24:18,819 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 17:35:05, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.6059 2020-07-27 10:24:31,424 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 17:34:50, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 8.5727 2020-07-27 10:24:44,600 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 17:34:36, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.7092 2020-07-27 10:24:57,000 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 17:34:22, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.6423 2020-07-27 10:25:09,341 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 17:34:07, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3840, loss: 1.3840, grad_norm: 8.4972 2020-07-27 10:25:22,202 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 17:33:53, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2349, loss: 1.2349, grad_norm: 8.3539 2020-07-27 10:25:35,720 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 17:33:39, time: 0.676, data_time: 0.003, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.6561 2020-07-27 10:25:48,601 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 17:33:25, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3534, loss: 1.3534, grad_norm: 8.4078 2020-07-27 10:26:01,901 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 17:33:11, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.5329 2020-07-27 10:26:14,280 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 17:32:57, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.6321 2020-07-27 10:26:26,706 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 17:32:42, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.7426 2020-07-27 10:26:39,089 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 17:32:28, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.5774 2020-07-27 10:26:52,329 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 17:32:14, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.3249 2020-07-27 10:27:05,418 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 17:32:00, time: 0.652, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.3084 2020-07-27 10:27:17,722 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 17:31:45, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4546, loss: 1.4546, grad_norm: 8.9929 2020-07-27 10:27:31,127 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 17:31:31, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.2348 2020-07-27 10:27:44,975 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 17:31:17, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.7128 2020-07-27 10:27:57,227 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 17:31:03, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.4390 2020-07-27 10:28:10,835 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 17:30:49, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.4975 2020-07-27 10:28:23,871 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 17:30:35, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.6241 2020-07-27 10:28:36,109 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 17:30:20, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8523, loss_cls: 1.4082, loss: 1.4082, grad_norm: 8.7607 2020-07-27 10:28:48,699 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 17:30:06, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4630, loss: 1.4630, grad_norm: 8.6200 2020-07-27 10:29:01,809 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 17:29:52, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.2951 2020-07-27 10:29:15,832 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 17:29:38, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3478, loss: 1.3478, grad_norm: 8.5833 2020-07-27 10:29:29,356 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 17:29:24, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.6972 2020-07-27 10:29:42,496 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 17:29:10, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.5201 2020-07-27 10:29:55,563 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 17:28:56, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.4059, loss: 1.4059, grad_norm: 8.7686 2020-07-27 10:30:08,212 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 17:28:42, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.8365 2020-07-27 10:30:22,035 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 17:28:28, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.3990 2020-07-27 10:30:34,585 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 17:28:13, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3860, loss: 1.3860, grad_norm: 8.9306 2020-07-27 10:30:47,324 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 17:27:59, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4300, loss: 1.4300, grad_norm: 8.8235 2020-07-27 10:30:59,854 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 17:27:45, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3307, loss: 1.3307, grad_norm: 8.3367 2020-07-27 10:31:12,844 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 17:27:31, time: 0.653, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.5714 2020-07-27 10:31:25,853 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 17:27:17, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.7238 2020-07-27 10:31:38,238 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 17:27:02, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3636, loss: 1.3636, grad_norm: 8.4765 2020-07-27 10:31:52,202 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 17:26:48, time: 0.698, data_time: 0.012, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.5274 2020-07-27 10:32:04,383 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 17:26:34, time: 0.610, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2721, loss: 1.2721, grad_norm: 8.5007 2020-07-27 10:32:17,263 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 17:26:20, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.6710 2020-07-27 10:32:30,292 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 17:26:06, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.6033 2020-07-27 10:32:44,120 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 17:25:52, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3756, loss: 1.3756, grad_norm: 8.5428 2020-07-27 10:32:56,342 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 17:25:37, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.6981 2020-07-27 10:33:09,635 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 17:25:23, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.5905 2020-07-27 10:33:21,908 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 17:25:09, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2948, loss: 1.2948, grad_norm: 8.3972 2020-07-27 10:33:35,360 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 17:24:55, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3274, loss: 1.3274, grad_norm: 8.6147 2020-07-27 10:33:48,519 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 17:24:41, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.5934 2020-07-27 10:34:00,873 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 17:24:26, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.5693 2020-07-27 10:34:13,877 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 17:24:12, time: 0.651, data_time: 0.004, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.6746 2020-07-27 10:34:26,553 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 17:23:58, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.6465 2020-07-27 10:34:38,940 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 17:23:44, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3218, loss: 1.3218, grad_norm: 9.0099 2020-07-27 10:34:52,260 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 17:23:29, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.5188 2020-07-27 10:35:04,867 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 17:23:15, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.3821 2020-07-27 10:35:15,797 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-27 10:35:43,641 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 17:22:49, time: 1.264, data_time: 0.667, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2811, loss: 1.2811, grad_norm: 8.4526 2020-07-27 10:35:55,816 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 17:22:35, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3577, loss: 1.3577, grad_norm: 8.6881 2020-07-27 10:36:08,431 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 17:22:21, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8727, loss_cls: 1.3015, loss: 1.3015, grad_norm: 8.4150 2020-07-27 10:36:20,623 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 17:22:06, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.2317 2020-07-27 10:36:33,311 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 17:21:52, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.2706 2020-07-27 10:36:47,161 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 17:21:38, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3223, loss: 1.3223, grad_norm: 8.5242 2020-07-27 10:37:01,405 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 17:21:24, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.5636 2020-07-27 10:37:13,652 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 17:21:10, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3615, loss: 1.3615, grad_norm: 8.5830 2020-07-27 10:37:26,367 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 17:20:56, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.6072 2020-07-27 10:37:38,694 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 17:20:41, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2866, loss: 1.2866, grad_norm: 8.7409 2020-07-27 10:37:52,043 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 17:20:27, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.4754 2020-07-27 10:38:04,390 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 17:20:13, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.9819 2020-07-27 10:38:16,900 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 17:19:59, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.8807 2020-07-27 10:38:30,169 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 17:19:45, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3435, loss: 1.3435, grad_norm: 8.6301 2020-07-27 10:38:43,353 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 17:19:30, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.4167 2020-07-27 10:38:55,460 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 17:19:16, time: 0.609, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.3918 2020-07-27 10:39:09,184 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 17:19:02, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2585, loss: 1.2585, grad_norm: 8.3486 2020-07-27 10:39:22,658 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 17:18:48, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.5227 2020-07-27 10:39:35,027 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 17:18:34, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3666, loss: 1.3666, grad_norm: 9.1075 2020-07-27 10:39:47,880 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 17:18:19, time: 0.647, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.4832 2020-07-27 10:40:00,297 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 17:18:05, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.6144 2020-07-27 10:40:13,639 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 17:17:51, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.2898, loss: 1.2898, grad_norm: 8.3451 2020-07-27 10:40:27,060 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 17:17:37, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.3478 2020-07-27 10:40:39,367 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 17:17:23, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2782, loss: 1.2782, grad_norm: 8.1931 2020-07-27 10:40:53,802 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 17:17:09, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.6192 2020-07-27 10:41:05,911 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 17:16:55, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4110, loss: 1.4110, grad_norm: 8.9897 2020-07-27 10:41:19,943 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 17:16:41, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.9239 2020-07-27 10:41:32,169 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 17:16:26, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3272, loss: 1.3272, grad_norm: 8.5668 2020-07-27 10:41:44,753 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 17:16:12, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2929, loss: 1.2929, grad_norm: 8.3815 2020-07-27 10:41:57,557 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 17:15:58, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4149, loss: 1.4149, grad_norm: 8.7515 2020-07-27 10:42:09,889 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 17:15:43, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2310, loss: 1.2310, grad_norm: 8.4565 2020-07-27 10:42:24,134 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 17:15:30, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3755, loss: 1.3755, grad_norm: 8.6751 2020-07-27 10:42:37,993 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 17:15:16, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.3060, loss: 1.3060, grad_norm: 8.6181 2020-07-27 10:42:50,776 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 17:15:02, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.4322 2020-07-27 10:43:03,789 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 17:14:47, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.4411 2020-07-27 10:43:15,956 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 17:14:33, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3879, loss: 1.3879, grad_norm: 8.6934 2020-07-27 10:43:29,597 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 17:14:19, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.3362 2020-07-27 10:43:42,832 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 17:14:05, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.5010 2020-07-27 10:43:55,161 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 17:13:51, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3659, loss: 1.3659, grad_norm: 8.8229 2020-07-27 10:44:07,802 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 17:13:36, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.7933 2020-07-27 10:44:20,991 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 17:13:22, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8797, loss_cls: 1.2782, loss: 1.2782, grad_norm: 8.7877 2020-07-27 10:44:33,217 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 17:13:08, time: 0.611, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.5013 2020-07-27 10:44:45,830 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 17:12:54, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.6230 2020-07-27 10:44:59,933 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 17:12:40, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.6760 2020-07-27 10:45:14,268 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 17:12:26, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.2835, loss: 1.2835, grad_norm: 8.4653 2020-07-27 10:45:26,817 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 17:12:12, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3091, loss: 1.3091, grad_norm: 8.2646 2020-07-27 10:45:39,206 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 17:11:57, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.3375, loss: 1.3375, grad_norm: 8.5340 2020-07-27 10:45:52,491 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 17:11:43, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.2821 2020-07-27 10:46:05,128 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 17:11:29, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.7798 2020-07-27 10:46:18,366 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 17:11:15, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8562, loss_cls: 1.2648, loss: 1.2648, grad_norm: 8.2597 2020-07-27 10:46:31,721 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 17:11:01, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2949, loss: 1.2949, grad_norm: 8.5585 2020-07-27 10:46:44,137 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 17:10:47, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4597, loss: 1.4597, grad_norm: 9.0734 2020-07-27 10:46:57,970 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 17:10:33, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.4547 2020-07-27 10:47:11,032 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 17:10:19, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2624, loss: 1.2624, grad_norm: 8.6264 2020-07-27 10:47:23,763 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 17:10:04, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.4223 2020-07-27 10:47:37,881 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 17:09:51, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2709, loss: 1.2709, grad_norm: 8.5843 2020-07-27 10:47:50,730 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 17:09:36, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.5338 2020-07-27 10:48:04,658 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 17:09:23, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8586, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.7368 2020-07-27 10:48:17,838 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 17:09:08, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.4472 2020-07-27 10:48:30,157 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 17:08:54, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.5655 2020-07-27 10:48:43,306 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 17:08:40, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.4104, loss: 1.4104, grad_norm: 8.9363 2020-07-27 10:48:56,013 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 17:08:26, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2481, loss: 1.2481, grad_norm: 8.2138 2020-07-27 10:49:08,524 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 17:08:11, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.3811, loss: 1.3811, grad_norm: 8.5867 2020-07-27 10:49:21,506 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 17:07:57, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.3534 2020-07-27 10:49:34,893 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 17:07:43, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3803, loss: 1.3803, grad_norm: 8.7898 2020-07-27 10:49:47,441 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 17:07:29, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.6315 2020-07-27 10:49:59,617 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 17:07:15, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.3846 2020-07-27 10:50:13,403 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 17:07:01, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8758, loss_cls: 1.2473, loss: 1.2473, grad_norm: 8.7637 2020-07-27 10:50:25,749 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 17:06:46, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.5680 2020-07-27 10:50:38,756 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 17:06:32, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.6988 2020-07-27 10:50:51,790 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 17:06:18, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.5401 2020-07-27 10:51:04,832 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 17:06:04, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.4817 2020-07-27 10:51:18,196 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 17:05:50, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4001, loss: 1.4001, grad_norm: 8.9592 2020-07-27 10:51:30,494 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 17:05:35, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.8396 2020-07-27 10:51:42,812 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 17:05:21, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3493, loss: 1.3493, grad_norm: 8.8869 2020-07-27 10:51:55,041 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 17:05:07, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1914, loss: 1.1914, grad_norm: 8.0834 2020-07-27 10:52:07,862 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 17:04:52, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.4421 2020-07-27 10:52:21,312 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 17:04:39, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3301, loss: 1.3301, grad_norm: 8.7736 2020-07-27 10:52:33,529 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 17:04:24, time: 0.610, data_time: 0.002, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.4533 2020-07-27 10:52:45,984 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 17:04:10, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.6627 2020-07-27 10:52:58,301 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 17:03:55, time: 0.619, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3789, loss: 1.3789, grad_norm: 8.7862 2020-07-27 10:53:11,662 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 17:03:41, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.4400 2020-07-27 10:53:24,694 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 17:03:27, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.4178 2020-07-27 10:53:37,206 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 17:03:13, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8414, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.7074 2020-07-27 10:53:49,484 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 17:02:59, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2253, loss: 1.2253, grad_norm: 8.3295 2020-07-27 10:54:04,193 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 17:02:45, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.6914 2020-07-27 10:54:17,248 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 17:02:31, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.5536 2020-07-27 10:54:29,713 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 17:02:17, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.9035 2020-07-27 10:54:42,127 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 17:02:02, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.2721 2020-07-27 10:54:55,811 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 17:01:48, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.5756 2020-07-27 10:55:07,914 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 17:01:34, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2886, loss: 1.2886, grad_norm: 8.8734 2020-07-27 10:55:21,738 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 17:01:20, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.8359 2020-07-27 10:55:34,785 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 17:01:06, time: 0.652, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.7623 2020-07-27 10:55:47,418 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 17:00:52, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.6968 2020-07-27 10:56:01,009 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 17:00:38, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.4024, loss: 1.4024, grad_norm: 9.0429 2020-07-27 10:56:13,773 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 17:00:23, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3901, loss: 1.3901, grad_norm: 9.2084 2020-07-27 10:56:25,945 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 17:00:09, time: 0.609, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.3317 2020-07-27 10:56:39,882 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 16:59:55, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3620, loss: 1.3620, grad_norm: 8.6749 2020-07-27 10:56:52,814 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 16:59:41, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3714, loss: 1.3714, grad_norm: 8.7362 2020-07-27 10:57:06,335 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 16:59:27, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.5489 2020-07-27 10:57:19,180 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 16:59:13, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.5690 2020-07-27 10:57:32,553 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 16:58:59, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4217, loss: 1.4217, grad_norm: 8.8531 2020-07-27 10:57:44,749 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 16:58:44, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.1595 2020-07-27 10:57:57,377 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 16:58:30, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.6855 2020-07-27 10:58:10,802 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 16:58:16, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2361, loss: 1.2361, grad_norm: 8.2963 2020-07-27 10:58:25,060 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 16:58:02, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3073, loss: 1.3073, grad_norm: 8.5225 2020-07-27 10:58:38,152 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 16:57:48, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.3398 2020-07-27 10:58:50,371 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 16:57:34, time: 0.611, data_time: 0.003, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.5689 2020-07-27 10:59:02,720 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 16:57:20, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3374, loss: 1.3374, grad_norm: 8.6248 2020-07-27 10:59:15,158 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 16:57:05, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.2985, loss: 1.2985, grad_norm: 8.4609 2020-07-27 10:59:28,737 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 16:56:51, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4224, loss: 1.4224, grad_norm: 9.0497 2020-07-27 10:59:41,879 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 16:56:37, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.7714 2020-07-27 10:59:55,275 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 16:56:23, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.4914 2020-07-27 11:00:13,252 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 16:56:10, time: 0.890, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3510, loss: 1.3510, grad_norm: 8.8225 2020-07-27 11:00:26,099 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 16:55:56, time: 0.651, data_time: 0.020, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3713, loss: 1.3713, grad_norm: 8.9466 2020-07-27 11:00:39,030 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 16:55:42, time: 0.647, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.4667 2020-07-27 11:00:51,636 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 16:55:28, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3917, loss: 1.3917, grad_norm: 8.9143 2020-07-27 11:01:04,701 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 16:55:14, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4263, loss: 1.4263, grad_norm: 8.9477 2020-07-27 11:01:17,414 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 16:55:00, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2801, loss: 1.2801, grad_norm: 8.6012 2020-07-27 11:01:30,535 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 16:54:45, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4016, loss: 1.4016, grad_norm: 8.7901 2020-07-27 11:01:43,040 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 16:54:31, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.7460 2020-07-27 11:01:56,082 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 16:54:17, time: 0.656, data_time: 0.011, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.6073 2020-07-27 11:02:08,763 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 16:54:03, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.3362 2020-07-27 11:02:21,501 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 16:53:49, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.2149, loss: 1.2149, grad_norm: 8.3605 2020-07-27 11:02:34,198 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 16:53:34, time: 0.632, data_time: 0.011, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2958, loss: 1.2958, grad_norm: 8.4737 2020-07-27 11:02:47,338 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 16:53:20, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2954, loss: 1.2954, grad_norm: 8.4316 2020-07-27 11:03:01,228 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 16:53:06, time: 0.693, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5293 2020-07-27 11:03:13,488 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 16:52:52, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.4135, loss: 1.4135, grad_norm: 9.0482 2020-07-27 11:03:26,304 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 16:52:38, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.2660 2020-07-27 11:03:38,496 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 16:52:23, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.4746 2020-07-27 11:03:51,209 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 16:52:09, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.3642, loss: 1.3642, grad_norm: 8.5069 2020-07-27 11:04:03,470 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 16:51:55, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3237, loss: 1.3237, grad_norm: 8.7839 2020-07-27 11:04:17,059 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 16:51:41, time: 0.677, data_time: 0.012, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.6949 2020-07-27 11:04:30,349 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 16:51:27, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3108, loss: 1.3108, grad_norm: 8.6219 2020-07-27 11:04:42,762 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 16:51:12, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.9286 2020-07-27 11:04:56,312 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 16:50:59, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.5235 2020-07-27 11:05:09,127 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 16:50:44, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3366, loss: 1.3366, grad_norm: 8.4929 2020-07-27 11:05:21,299 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 16:50:30, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2860, loss: 1.2860, grad_norm: 8.6727 2020-07-27 11:05:33,673 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 16:50:16, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.8473 2020-07-27 11:05:47,249 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 16:50:02, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4054, loss: 1.4054, grad_norm: 8.8555 2020-07-27 11:06:00,171 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 16:49:47, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8734, loss_cls: 1.3091, loss: 1.3091, grad_norm: 8.6145 2020-07-27 11:06:12,984 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 16:49:33, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.4428 2020-07-27 11:06:25,453 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 16:49:19, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.2963 2020-07-27 11:06:37,733 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 16:49:05, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3594, loss: 1.3594, grad_norm: 8.8294 2020-07-27 11:06:51,284 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 16:48:51, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2313, loss: 1.2313, grad_norm: 8.3315 2020-07-27 11:07:04,926 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 16:48:37, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3489, loss: 1.3489, grad_norm: 8.4592 2020-07-27 11:07:17,655 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 16:48:23, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.2990, loss: 1.2990, grad_norm: 8.4000 2020-07-27 11:07:30,450 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 16:48:08, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.2990, loss: 1.2990, grad_norm: 8.4014 2020-07-27 11:07:43,936 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 16:47:54, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.5677 2020-07-27 11:07:56,530 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 16:47:40, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3275, loss: 1.3275, grad_norm: 8.7919 2020-07-27 11:08:08,667 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 16:47:26, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4007, loss: 1.4007, grad_norm: 8.9571 2020-07-27 11:08:21,169 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 16:47:11, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.4672 2020-07-27 11:08:33,501 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 16:46:57, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.8052 2020-07-27 11:08:46,071 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 16:46:43, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.4057, loss: 1.4057, grad_norm: 8.8028 2020-07-27 11:08:59,271 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 16:46:29, time: 0.660, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8859, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.4067 2020-07-27 11:09:12,595 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 16:46:15, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.2917 2020-07-27 11:09:25,016 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 16:46:00, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.7947 2020-07-27 11:09:37,407 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 16:45:46, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3262, loss: 1.3262, grad_norm: 8.7531 2020-07-27 11:09:50,011 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 16:45:32, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3914, loss: 1.3914, grad_norm: 8.7417 2020-07-27 11:10:02,655 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 16:45:18, time: 0.632, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.4912 2020-07-27 11:10:15,260 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 16:45:03, time: 0.631, data_time: 0.002, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.5246 2020-07-27 11:10:28,565 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 16:44:49, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8711, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.9359 2020-07-27 11:10:41,434 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 16:44:35, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.7477 2020-07-27 11:10:53,817 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 16:44:21, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4435, loss: 1.4435, grad_norm: 8.9476 2020-07-27 11:11:06,231 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 16:44:06, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.4269 2020-07-27 11:11:18,661 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 16:43:52, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3192, loss: 1.3192, grad_norm: 8.7406 2020-07-27 11:11:32,225 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 16:43:38, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.6896 2020-07-27 11:11:45,574 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 16:43:24, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.8803 2020-07-27 11:11:58,027 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 16:43:10, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8406, loss_cls: 1.4130, loss: 1.4130, grad_norm: 8.7583 2020-07-27 11:12:10,470 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 16:42:56, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3087, loss: 1.3087, grad_norm: 8.6858 2020-07-27 11:12:24,169 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 16:42:42, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.4853 2020-07-27 11:12:37,555 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 16:42:28, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3811, loss: 1.3811, grad_norm: 9.1609 2020-07-27 11:12:51,604 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 16:42:14, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3646, loss: 1.3646, grad_norm: 8.7916 2020-07-27 11:13:03,841 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 16:41:59, time: 0.610, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8695, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.8725 2020-07-27 11:13:16,229 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 16:41:45, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.5044 2020-07-27 11:13:29,874 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 16:41:31, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4277, loss: 1.4277, grad_norm: 8.7941 2020-07-27 11:13:42,068 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 16:41:17, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3294, loss: 1.3294, grad_norm: 8.4035 2020-07-27 11:13:55,030 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 16:41:03, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3461, loss: 1.3461, grad_norm: 8.7712 2020-07-27 11:14:08,701 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 16:40:49, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3650, loss: 1.3650, grad_norm: 8.9213 2020-07-27 11:14:21,274 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 16:40:34, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.5148 2020-07-27 11:14:34,004 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 16:40:20, time: 0.639, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.7477 2020-07-27 11:14:47,350 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 16:40:06, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3676, loss: 1.3676, grad_norm: 8.5796 2020-07-27 11:15:00,087 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 16:39:52, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.7260 2020-07-27 11:15:13,483 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 16:39:38, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3272, loss: 1.3272, grad_norm: 8.6909 2020-07-27 11:15:25,522 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 16:39:24, time: 0.605, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.6122 2020-07-27 11:15:38,069 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 16:39:09, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.6055 2020-07-27 11:15:50,320 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 16:38:55, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4395, loss: 1.4395, grad_norm: 9.1250 2020-07-27 11:16:02,305 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-07-27 11:16:31,346 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 16:38:30, time: 1.356, data_time: 0.759, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8922, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.3417 2020-07-27 11:16:43,530 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 16:38:15, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.3135 2020-07-27 11:16:57,128 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 16:38:01, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.5506 2020-07-27 11:17:09,358 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 16:37:47, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8922, loss_cls: 1.1800, loss: 1.1800, grad_norm: 8.4266 2020-07-27 11:17:21,686 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 16:37:33, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.8158 2020-07-27 11:17:35,527 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 16:37:19, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3753, loss: 1.3753, grad_norm: 8.7702 2020-07-27 11:17:48,157 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 16:37:05, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.9841 2020-07-27 11:18:00,250 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 16:36:50, time: 0.608, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3138, loss: 1.3138, grad_norm: 8.6239 2020-07-27 11:18:13,583 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 16:36:36, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3272, loss: 1.3272, grad_norm: 8.6881 2020-07-27 11:18:26,536 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 16:36:22, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.5634 2020-07-27 11:18:38,913 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 16:36:08, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.4046 2020-07-27 11:18:52,548 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 16:35:54, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.6775 2020-07-27 11:19:05,371 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 16:35:40, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.3557 2020-07-27 11:19:17,530 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 16:35:25, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.8150 2020-07-27 11:19:29,934 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 16:35:11, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.7914 2020-07-27 11:19:42,381 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 16:34:57, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.4519 2020-07-27 11:19:54,651 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 16:34:42, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2180, loss: 1.2180, grad_norm: 8.3391 2020-07-27 11:20:06,964 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 16:34:28, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.4159 2020-07-27 11:20:19,335 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 16:34:14, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.8212 2020-07-27 11:20:33,613 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 16:34:00, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.9304 2020-07-27 11:20:47,128 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 16:33:46, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.6842 2020-07-27 11:21:00,028 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 16:33:32, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.4067 2020-07-27 11:21:12,358 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 16:33:18, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.6646 2020-07-27 11:21:25,772 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 16:33:04, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.8490 2020-07-27 11:21:38,025 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 16:32:49, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.9830 2020-07-27 11:21:52,405 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 16:32:35, time: 0.721, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3513, loss: 1.3513, grad_norm: 8.8266 2020-07-27 11:22:05,080 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 16:32:21, time: 0.631, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8461, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.5707 2020-07-27 11:22:17,440 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 16:32:07, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4345, loss: 1.4345, grad_norm: 9.0224 2020-07-27 11:22:31,537 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 16:31:53, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.9118 2020-07-27 11:22:44,978 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 16:31:39, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.5112 2020-07-27 11:22:57,638 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 16:31:25, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3797, loss: 1.3797, grad_norm: 8.8551 2020-07-27 11:23:10,902 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 16:31:11, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.8621 2020-07-27 11:23:24,228 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 16:30:57, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.4894 2020-07-27 11:23:36,734 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 16:30:43, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.6163 2020-07-27 11:23:50,304 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 16:30:29, time: 0.676, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3615, loss: 1.3615, grad_norm: 8.8423 2020-07-27 11:24:03,382 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 16:30:14, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.6587 2020-07-27 11:24:16,844 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 16:30:01, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.3887, loss: 1.3887, grad_norm: 8.7305 2020-07-27 11:24:30,029 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 16:29:46, time: 0.660, data_time: 0.002, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2657, loss: 1.2657, grad_norm: 8.1434 2020-07-27 11:24:43,620 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 16:29:32, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3783, loss: 1.3783, grad_norm: 8.9279 2020-07-27 11:24:56,553 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 16:29:18, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3076, loss: 1.3076, grad_norm: 8.6782 2020-07-27 11:25:08,721 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 16:29:04, time: 0.602, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.5287 2020-07-27 11:25:22,159 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 16:28:50, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3566, loss: 1.3566, grad_norm: 8.8459 2020-07-27 11:25:35,259 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 16:28:36, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3242, loss: 1.3242, grad_norm: 8.6234 2020-07-27 11:25:47,709 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 16:28:22, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2876, loss: 1.2876, grad_norm: 8.3736 2020-07-27 11:26:01,976 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 16:28:08, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.1777 2020-07-27 11:26:15,282 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 16:27:54, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.6811 2020-07-27 11:26:27,764 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 16:27:40, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.7274 2020-07-27 11:26:40,720 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 16:27:25, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.4880 2020-07-27 11:26:53,255 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 16:27:11, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3569, loss: 1.3569, grad_norm: 8.7749 2020-07-27 11:27:05,713 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 16:26:57, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.1893 2020-07-27 11:27:18,653 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 16:26:43, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.5331 2020-07-27 11:27:31,410 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 16:26:29, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3858, loss: 1.3858, grad_norm: 8.6694 2020-07-27 11:27:45,115 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 16:26:15, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5869 2020-07-27 11:27:57,809 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 16:26:00, time: 0.632, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4145, loss: 1.4145, grad_norm: 8.9363 2020-07-27 11:28:10,128 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 16:25:46, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3452, loss: 1.3452, grad_norm: 8.8349 2020-07-27 11:28:24,079 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 16:25:32, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3494, loss: 1.3494, grad_norm: 8.8184 2020-07-27 11:28:36,744 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 16:25:18, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.4146 2020-07-27 11:28:49,267 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 16:25:04, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.7349 2020-07-27 11:29:02,555 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 16:24:50, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2554, loss: 1.2554, grad_norm: 8.5296 2020-07-27 11:29:14,877 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 16:24:35, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.6365 2020-07-27 11:29:27,337 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 16:24:21, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.5997 2020-07-27 11:29:39,706 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 16:24:07, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.8218 2020-07-27 11:29:52,201 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 16:23:53, time: 0.625, data_time: 0.003, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2354, loss: 1.2354, grad_norm: 8.5667 2020-07-27 11:30:06,157 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 16:23:39, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2609, loss: 1.2609, grad_norm: 8.5577 2020-07-27 11:30:18,447 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 16:23:24, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.7392 2020-07-27 11:30:30,902 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 16:23:10, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.6566 2020-07-27 11:30:45,171 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 16:22:56, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4128, loss: 1.4128, grad_norm: 9.0171 2020-07-27 11:30:58,201 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 16:22:42, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8539, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.2482 2020-07-27 11:31:10,645 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 16:22:28, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3705, loss: 1.3705, grad_norm: 9.0477 2020-07-27 11:31:23,134 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 16:22:14, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3306, loss: 1.3306, grad_norm: 8.4622 2020-07-27 11:31:36,196 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 16:22:00, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.5693 2020-07-27 11:31:48,820 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 16:21:45, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.6439 2020-07-27 11:32:01,231 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 16:21:31, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.9627 2020-07-27 11:32:13,686 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 16:21:17, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3208, loss: 1.3208, grad_norm: 8.7810 2020-07-27 11:32:27,887 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 16:21:03, time: 0.713, data_time: 0.009, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3120, loss: 1.3120, grad_norm: 8.7708 2020-07-27 11:32:40,641 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 16:20:49, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.9304 2020-07-27 11:32:52,976 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 16:20:35, time: 0.619, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.7023 2020-07-27 11:33:06,958 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 16:20:21, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3763, loss: 1.3763, grad_norm: 9.1575 2020-07-27 11:33:19,142 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 16:20:06, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.4521, loss: 1.4521, grad_norm: 9.0218 2020-07-27 11:33:32,311 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 16:19:52, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2254, loss: 1.2254, grad_norm: 8.3194 2020-07-27 11:33:44,541 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 16:19:38, time: 0.612, data_time: 0.003, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.7759 2020-07-27 11:33:57,167 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 16:19:24, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3755, loss: 1.3755, grad_norm: 8.8840 2020-07-27 11:34:10,498 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 16:19:10, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.4203 2020-07-27 11:34:23,227 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 16:18:56, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.4713 2020-07-27 11:34:35,641 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 16:18:41, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8812, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.7862 2020-07-27 11:34:49,699 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 16:18:27, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.4675 2020-07-27 11:35:01,975 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 16:18:13, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.6145 2020-07-27 11:35:14,198 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 16:17:59, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.2669 2020-07-27 11:35:28,160 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 16:17:45, time: 0.694, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.7817 2020-07-27 11:35:40,594 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 16:17:31, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8656, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.8983 2020-07-27 11:35:53,564 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 16:17:17, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.9014 2020-07-27 11:36:06,527 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 16:17:02, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3360, loss: 1.3360, grad_norm: 9.0056 2020-07-27 11:36:18,715 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 16:16:48, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.4082, loss: 1.4082, grad_norm: 8.9870 2020-07-27 11:36:32,154 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 16:16:34, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3356, loss: 1.3356, grad_norm: 9.1073 2020-07-27 11:36:44,481 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 16:16:20, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.4514 2020-07-27 11:36:57,371 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 16:16:06, time: 0.643, data_time: 0.010, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8578, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.4866 2020-07-27 11:37:10,203 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 16:15:51, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3092, loss: 1.3092, grad_norm: 8.6998 2020-07-27 11:37:22,469 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 16:15:37, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.7409 2020-07-27 11:37:35,949 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 16:15:23, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.7861 2020-07-27 11:37:48,243 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 16:15:09, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8789, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.4690 2020-07-27 11:38:00,666 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 16:14:55, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8773, loss_cls: 1.2896, loss: 1.2896, grad_norm: 8.6354 2020-07-27 11:38:13,616 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 16:14:40, time: 0.645, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3695, loss: 1.3695, grad_norm: 8.6432 2020-07-27 11:38:26,816 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 16:14:26, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3219, loss: 1.3219, grad_norm: 9.0548 2020-07-27 11:38:39,303 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 16:14:12, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3375, loss: 1.3375, grad_norm: 8.7651 2020-07-27 11:38:51,602 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 16:13:58, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.9476 2020-07-27 11:39:04,718 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 16:13:44, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3455, loss: 1.3455, grad_norm: 8.7687 2020-07-27 11:39:17,886 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 16:13:30, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3513, loss: 1.3513, grad_norm: 8.9448 2020-07-27 11:39:30,290 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 16:13:15, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8539, loss_cls: 1.3443, loss: 1.3443, grad_norm: 8.7060 2020-07-27 11:39:42,639 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 16:13:01, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.8267 2020-07-27 11:39:55,666 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 16:12:47, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.9369 2020-07-27 11:40:08,015 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 16:12:33, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3202, loss: 1.3202, grad_norm: 8.7083 2020-07-27 11:40:21,747 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 16:12:19, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3582, loss: 1.3582, grad_norm: 8.6760 2020-07-27 11:40:33,954 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 16:12:04, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.9418 2020-07-27 11:40:47,312 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 16:11:50, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8758, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.7404 2020-07-27 11:40:59,461 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 16:11:36, time: 0.611, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.6485 2020-07-27 11:41:12,070 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 16:11:22, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3308, loss: 1.3308, grad_norm: 8.5873 2020-07-27 11:41:24,686 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 16:11:08, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.5724 2020-07-27 11:41:38,119 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 16:10:54, time: 0.668, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2969, loss: 1.2969, grad_norm: 8.4653 2020-07-27 11:41:50,370 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 16:10:39, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.9630 2020-07-27 11:42:02,670 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 16:10:25, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.4296 2020-07-27 11:42:15,696 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 16:10:11, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.6589 2020-07-27 11:42:29,315 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 16:09:57, time: 0.681, data_time: 0.003, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.5783 2020-07-27 11:42:42,777 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 16:09:43, time: 0.674, data_time: 0.003, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.6022 2020-07-27 11:42:55,597 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 16:09:29, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.7391 2020-07-27 11:43:07,957 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 16:09:15, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.9759 2020-07-27 11:43:21,473 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 16:09:01, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.3617 2020-07-27 11:43:33,770 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 16:08:46, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.8000 2020-07-27 11:43:47,115 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 16:08:32, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3082, loss: 1.3082, grad_norm: 8.6949 2020-07-27 11:43:59,908 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 16:08:18, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.6145 2020-07-27 11:44:12,157 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 16:08:04, time: 0.611, data_time: 0.004, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.8205 2020-07-27 11:44:25,685 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 16:07:50, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4543, loss: 1.4543, grad_norm: 9.2474 2020-07-27 11:44:38,786 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 16:07:36, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.8139 2020-07-27 11:44:51,062 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 16:07:21, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3342, loss: 1.3342, grad_norm: 8.9126 2020-07-27 11:45:03,894 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 16:07:07, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2266, loss: 1.2266, grad_norm: 8.5549 2020-07-27 11:45:17,905 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 16:06:53, time: 0.700, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8688, loss_cls: 1.3146, loss: 1.3146, grad_norm: 9.0429 2020-07-27 11:45:30,467 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 16:06:39, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3025, loss: 1.3025, grad_norm: 8.7427 2020-07-27 11:45:43,415 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 16:06:25, time: 0.651, data_time: 0.011, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2669, loss: 1.2669, grad_norm: 8.4221 2020-07-27 11:45:55,753 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 16:06:11, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3250, loss: 1.3250, grad_norm: 8.6508 2020-07-27 11:46:09,272 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 16:05:57, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.2542, loss: 1.2542, grad_norm: 8.6024 2020-07-27 11:46:22,328 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 16:05:43, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3738, loss: 1.3738, grad_norm: 8.8746 2020-07-27 11:46:34,616 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 16:05:28, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8672, loss_cls: 1.3684, loss: 1.3684, grad_norm: 9.4764 2020-07-27 11:46:46,960 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 16:05:14, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.2773, loss: 1.2773, grad_norm: 8.6428 2020-07-27 11:47:00,054 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 16:05:00, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3417, loss: 1.3417, grad_norm: 8.6956 2020-07-27 11:47:12,511 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 16:04:46, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3856, loss: 1.3856, grad_norm: 8.8067 2020-07-27 11:47:25,245 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 16:04:32, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.7706 2020-07-27 11:47:38,210 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 16:04:17, time: 0.652, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.8774 2020-07-27 11:47:51,916 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 16:04:04, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.9225 2020-07-27 11:48:04,109 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 16:03:49, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2848, loss: 1.2848, grad_norm: 8.5308 2020-07-27 11:48:16,689 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 16:03:35, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.6984 2020-07-27 11:48:30,449 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 16:03:21, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.9523 2020-07-27 11:48:44,286 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 16:03:07, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.0586 2020-07-27 11:48:56,480 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 16:02:53, time: 0.612, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3890, loss: 1.3890, grad_norm: 9.1973 2020-07-27 11:49:10,384 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 16:02:39, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4048, loss: 1.4048, grad_norm: 8.8480 2020-07-27 11:49:23,984 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 16:02:25, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2671, loss: 1.2671, grad_norm: 8.6958 2020-07-27 11:49:36,325 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 16:02:11, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.5794 2020-07-27 11:49:48,914 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 16:01:57, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3498, loss: 1.3498, grad_norm: 9.0314 2020-07-27 11:50:01,415 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 16:01:42, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2196, loss: 1.2196, grad_norm: 8.2592 2020-07-27 11:50:16,399 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 16:01:29, time: 0.752, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3361, loss: 1.3361, grad_norm: 8.8080 2020-07-27 11:50:29,580 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 16:01:15, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.3674 2020-07-27 11:50:42,636 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 16:01:01, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.5529 2020-07-27 11:50:55,151 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 16:00:46, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.5203 2020-07-27 11:51:08,886 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 16:00:33, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.7338 2020-07-27 11:51:21,514 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 16:00:18, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3015, loss: 1.3015, grad_norm: 8.8079 2020-07-27 11:51:33,852 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 16:00:04, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.6949 2020-07-27 11:51:46,399 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 15:59:50, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2329, loss: 1.2329, grad_norm: 8.6048 2020-07-27 11:52:00,185 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 15:59:36, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.4039, loss: 1.4039, grad_norm: 8.7846 2020-07-27 11:52:13,335 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 15:59:22, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.8722 2020-07-27 11:52:26,296 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 15:59:08, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.2915, loss: 1.2915, grad_norm: 9.0280 2020-07-27 11:52:38,739 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 15:58:54, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4236, loss: 1.4236, grad_norm: 9.0204 2020-07-27 11:52:51,015 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 15:58:39, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.4455 2020-07-27 11:53:03,915 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 15:58:25, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.3215, loss: 1.3215, grad_norm: 8.7828 2020-07-27 11:53:16,711 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 15:58:11, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.8151 2020-07-27 11:53:29,005 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 15:57:57, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3172, loss: 1.3172, grad_norm: 8.7028 2020-07-27 11:53:42,357 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 15:57:43, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.5987 2020-07-27 11:53:54,866 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 15:57:28, time: 0.620, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2873, loss: 1.2873, grad_norm: 8.6810 2020-07-27 11:54:07,266 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 15:57:14, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3355, loss: 1.3355, grad_norm: 8.6469 2020-07-27 11:54:20,597 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 15:57:00, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.5329 2020-07-27 11:54:33,695 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 15:56:46, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4049, loss: 1.4049, grad_norm: 8.9747 2020-07-27 11:54:46,203 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 15:56:32, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3161, loss: 1.3161, grad_norm: 8.8005 2020-07-27 11:54:59,072 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 15:56:18, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.7463 2020-07-27 11:55:11,808 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 15:56:03, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.8478 2020-07-27 11:55:24,235 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 15:55:49, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.8717 2020-07-27 11:55:36,664 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 15:55:35, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2912, loss: 1.2912, grad_norm: 8.5997 2020-07-27 11:55:50,101 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 15:55:21, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3060, loss: 1.3060, grad_norm: 8.6336 2020-07-27 11:56:03,158 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 15:55:07, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.6456 2020-07-27 11:56:15,598 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 15:54:53, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.9279 2020-07-27 11:56:28,787 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 15:54:39, time: 0.655, data_time: 0.011, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.3133, loss: 1.3133, grad_norm: 8.6699 2020-07-27 11:56:40,545 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-07-27 11:57:02,761 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 15:54:12, time: 1.061, data_time: 0.469, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3931, loss: 1.3931, grad_norm: 8.7534 2020-07-27 11:57:14,726 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 15:53:57, time: 0.601, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.5417 2020-07-27 11:57:27,350 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 15:53:43, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.6633 2020-07-27 11:57:40,190 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 15:53:29, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1622, loss: 1.1622, grad_norm: 8.3906 2020-07-27 11:57:53,419 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 15:53:15, time: 0.658, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.7152 2020-07-27 11:58:06,685 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 15:53:01, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.4323 2020-07-27 11:58:20,031 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 15:52:47, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3924, loss: 1.3924, grad_norm: 8.8284 2020-07-27 11:58:32,468 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 15:52:33, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2882, loss: 1.2882, grad_norm: 8.8624 2020-07-27 11:58:46,676 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 15:52:19, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.9161 2020-07-27 11:59:00,099 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 15:52:05, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.4074 2020-07-27 11:59:13,695 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 15:51:51, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3961, loss: 1.3961, grad_norm: 8.7599 2020-07-27 11:59:26,250 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 15:51:37, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3850, loss: 1.3850, grad_norm: 8.9950 2020-07-27 11:59:38,779 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 15:51:23, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3519, loss: 1.3519, grad_norm: 8.7850 2020-07-27 11:59:52,433 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 15:51:09, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3974, loss: 1.3974, grad_norm: 8.9715 2020-07-27 12:00:07,477 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 15:50:55, time: 0.747, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8773, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.4013 2020-07-27 12:00:19,652 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 15:50:41, time: 0.613, data_time: 0.018, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8867, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.4970 2020-07-27 12:00:33,408 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 15:50:27, time: 0.687, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3591, loss: 1.3591, grad_norm: 8.5592 2020-07-27 12:00:47,726 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 15:50:13, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2835, loss: 1.2835, grad_norm: 8.4241 2020-07-27 12:01:00,683 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 15:49:59, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2980, loss: 1.2980, grad_norm: 8.5279 2020-07-27 12:01:14,843 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 15:49:45, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.2789, loss: 1.2789, grad_norm: 8.5131 2020-07-27 12:01:27,907 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 15:49:31, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2083, loss: 1.2083, grad_norm: 8.3623 2020-07-27 12:01:43,180 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 15:49:18, time: 0.768, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2375, loss: 1.2375, grad_norm: 8.4903 2020-07-27 12:01:55,637 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 15:49:04, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3633, loss: 1.3633, grad_norm: 9.0550 2020-07-27 12:02:09,189 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 15:48:50, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2987, loss: 1.2987, grad_norm: 8.7955 2020-07-27 12:02:22,349 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 15:48:36, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.7165 2020-07-27 12:02:34,594 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 15:48:21, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.8389 2020-07-27 12:02:46,941 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 15:48:07, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8703, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.8982 2020-07-27 12:03:00,478 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 15:47:53, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3231, loss: 1.3231, grad_norm: 8.6880 2020-07-27 12:03:13,970 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 15:47:39, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3452, loss: 1.3452, grad_norm: 9.0276 2020-07-27 12:03:26,335 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 15:47:25, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.6753 2020-07-27 12:03:38,891 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 15:47:11, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.5573 2020-07-27 12:03:53,249 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 15:46:57, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.7993 2020-07-27 12:04:05,603 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 15:46:43, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.7222 2020-07-27 12:04:17,785 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 15:46:28, time: 0.616, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.4749 2020-07-27 12:04:30,483 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 15:46:14, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.7581 2020-07-27 12:04:42,854 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 15:46:00, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.7920 2020-07-27 12:04:55,503 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 15:45:46, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4185, loss: 1.4185, grad_norm: 9.1164 2020-07-27 12:05:08,046 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 15:45:31, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.9382 2020-07-27 12:05:20,575 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 15:45:17, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.6055 2020-07-27 12:05:34,642 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 15:45:03, time: 0.704, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.4372 2020-07-27 12:05:47,002 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 15:44:49, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3726, loss: 1.3726, grad_norm: 8.8498 2020-07-27 12:05:59,156 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 15:44:35, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3552, loss: 1.3552, grad_norm: 8.7645 2020-07-27 12:06:12,675 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 15:44:21, time: 0.674, data_time: 0.010, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.9853 2020-07-27 12:06:25,579 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 15:44:07, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3392, loss: 1.3392, grad_norm: 8.9353 2020-07-27 12:06:39,184 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 15:43:53, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3339, loss: 1.3339, grad_norm: 8.5908 2020-07-27 12:06:51,521 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 15:43:38, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.6592 2020-07-27 12:07:04,012 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 15:43:24, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.6119 2020-07-27 12:07:16,857 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 15:43:10, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.7729 2020-07-27 12:07:30,279 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 15:42:56, time: 0.670, data_time: 0.004, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2143, loss: 1.2143, grad_norm: 8.4970 2020-07-27 12:07:43,140 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 15:42:42, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.6983 2020-07-27 12:07:55,513 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 15:42:28, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2254, loss: 1.2254, grad_norm: 8.3984 2020-07-27 12:08:08,369 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 15:42:14, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4411, loss: 1.4411, grad_norm: 9.2655 2020-07-27 12:08:20,663 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 15:41:59, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.6627 2020-07-27 12:08:34,430 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 15:41:45, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3314, loss: 1.3314, grad_norm: 8.6532 2020-07-27 12:08:47,790 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 15:41:31, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.8295 2020-07-27 12:08:59,877 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 15:41:17, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3572, loss: 1.3572, grad_norm: 9.0957 2020-07-27 12:09:14,021 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 15:41:03, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2930, loss: 1.2930, grad_norm: 8.7561 2020-07-27 12:09:27,186 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 15:40:49, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.9759 2020-07-27 12:09:39,720 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 15:40:35, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.8194 2020-07-27 12:09:53,151 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 15:40:21, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.8027 2020-07-27 12:10:05,416 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 15:40:07, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.6519 2020-07-27 12:10:18,379 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 15:39:53, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3254, loss: 1.3254, grad_norm: 8.4177 2020-07-27 12:10:32,383 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 15:39:39, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.6564 2020-07-27 12:10:44,735 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 15:39:25, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3642, loss: 1.3642, grad_norm: 8.9167 2020-07-27 12:10:58,199 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 15:39:11, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.9309 2020-07-27 12:11:10,682 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 15:38:56, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3378, loss: 1.3378, grad_norm: 8.9116 2020-07-27 12:11:23,644 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 15:38:42, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.4148, loss: 1.4148, grad_norm: 8.9152 2020-07-27 12:11:36,069 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 15:38:28, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2542, loss: 1.2542, grad_norm: 8.6057 2020-07-27 12:11:49,053 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 15:38:14, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3062, loss: 1.3062, grad_norm: 8.6853 2020-07-27 12:12:01,302 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 15:38:00, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.5583 2020-07-27 12:12:14,889 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 15:37:46, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3575, loss: 1.3575, grad_norm: 8.9079 2020-07-27 12:12:27,077 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 15:37:31, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.2316, loss: 1.2316, grad_norm: 8.6521 2020-07-27 12:12:40,809 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 15:37:18, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.5010 2020-07-27 12:12:54,390 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 15:37:04, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.6593 2020-07-27 12:13:08,684 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 15:36:50, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.5613 2020-07-27 12:13:21,579 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 15:36:36, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2140, loss: 1.2140, grad_norm: 8.2203 2020-07-27 12:13:34,079 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 15:36:22, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.4360 2020-07-27 12:13:47,148 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 15:36:08, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.8520 2020-07-27 12:13:59,905 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 15:35:53, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.7066 2020-07-27 12:14:12,207 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 15:35:39, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.7942 2020-07-27 12:14:25,741 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 15:35:25, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8523, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.6751 2020-07-27 12:14:38,154 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 15:35:11, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.4090, loss: 1.4090, grad_norm: 8.8507 2020-07-27 12:14:50,798 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 15:34:57, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3633, loss: 1.3633, grad_norm: 9.0041 2020-07-27 12:15:04,751 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 15:34:43, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.7142 2020-07-27 12:15:17,628 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 15:34:29, time: 0.644, data_time: 0.002, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.4123 2020-07-27 12:15:30,064 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 15:34:15, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.7568 2020-07-27 12:15:42,852 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 15:34:00, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4271, loss: 1.4271, grad_norm: 8.8873 2020-07-27 12:15:55,241 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 15:33:46, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.7869 2020-07-27 12:16:07,680 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 15:33:32, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.6028 2020-07-27 12:16:21,071 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 15:33:18, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.7284 2020-07-27 12:16:34,430 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 15:33:04, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3389, loss: 1.3389, grad_norm: 9.0571 2020-07-27 12:16:46,725 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 15:32:50, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.3825, loss: 1.3825, grad_norm: 8.9543 2020-07-27 12:16:59,055 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 15:32:35, time: 0.625, data_time: 0.011, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3128, loss: 1.3128, grad_norm: 8.6704 2020-07-27 12:17:12,232 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 15:32:21, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.9112 2020-07-27 12:17:26,459 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 15:32:08, time: 0.713, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2099, loss: 1.2099, grad_norm: 8.5209 2020-07-27 12:17:38,757 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 15:31:53, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.2189, loss: 1.2189, grad_norm: 8.6097 2020-07-27 12:17:51,519 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 15:31:39, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.5715 2020-07-27 12:18:04,245 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 15:31:25, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.6016 2020-07-27 12:18:16,533 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 15:31:11, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.2578, loss: 1.2578, grad_norm: 8.9019 2020-07-27 12:18:29,602 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 15:30:57, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3478, loss: 1.3478, grad_norm: 8.8331 2020-07-27 12:18:42,004 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 15:30:42, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2930, loss: 1.2930, grad_norm: 8.4888 2020-07-27 12:18:54,414 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 15:30:28, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8836, loss_cls: 1.2651, loss: 1.2651, grad_norm: 8.5873 2020-07-27 12:19:07,705 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 15:30:14, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3359, loss: 1.3359, grad_norm: 8.9618 2020-07-27 12:19:21,209 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 15:30:00, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3098, loss: 1.3098, grad_norm: 8.7230 2020-07-27 12:19:33,665 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 15:29:46, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2633, loss: 1.2633, grad_norm: 8.6594 2020-07-27 12:19:47,279 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 15:29:32, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4256, loss: 1.4256, grad_norm: 9.0485 2020-07-27 12:19:59,480 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 15:29:18, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.9265 2020-07-27 12:20:12,644 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 15:29:04, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.8208 2020-07-27 12:20:24,889 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 15:28:49, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8703, loss_cls: 1.3001, loss: 1.3001, grad_norm: 8.8548 2020-07-27 12:20:37,311 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 15:28:35, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3886, loss: 1.3886, grad_norm: 8.7903 2020-07-27 12:20:50,692 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 15:28:21, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3355, loss: 1.3355, grad_norm: 9.0472 2020-07-27 12:21:03,076 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 15:28:07, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.9553 2020-07-27 12:21:15,673 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 15:27:53, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2617, loss: 1.2617, grad_norm: 8.7987 2020-07-27 12:21:28,530 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 15:27:39, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.6500 2020-07-27 12:21:41,281 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 15:27:25, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.6617 2020-07-27 12:21:53,874 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 15:27:10, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3219, loss: 1.3219, grad_norm: 8.8325 2020-07-27 12:22:07,085 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 15:26:56, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4019, loss: 1.4019, grad_norm: 9.2740 2020-07-27 12:22:19,678 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 15:26:42, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.2712 2020-07-27 12:22:32,729 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 15:26:28, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.9103 2020-07-27 12:22:45,438 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 15:26:14, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4137, loss: 1.4137, grad_norm: 9.1034 2020-07-27 12:22:58,642 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 15:26:00, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.9841 2020-07-27 12:23:11,008 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 15:25:46, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.2882, loss: 1.2882, grad_norm: 8.7930 2020-07-27 12:23:23,603 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 15:25:31, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.6736 2020-07-27 12:23:37,158 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 15:25:17, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.8587 2020-07-27 12:23:50,394 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 15:25:03, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3542, loss: 1.3542, grad_norm: 8.7268 2020-07-27 12:24:03,038 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 15:24:49, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2843, loss: 1.2843, grad_norm: 8.8895 2020-07-27 12:24:15,410 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 15:24:35, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4209, loss: 1.4209, grad_norm: 9.2716 2020-07-27 12:24:28,020 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 15:24:21, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.3216, loss: 1.3216, grad_norm: 8.8005 2020-07-27 12:24:40,814 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 15:24:07, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3485, loss: 1.3485, grad_norm: 8.8877 2020-07-27 12:24:54,120 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 15:23:53, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.6910 2020-07-27 12:25:07,842 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 15:23:39, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8805, loss_cls: 1.3111, loss: 1.3111, grad_norm: 8.9156 2020-07-27 12:25:20,516 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 15:23:25, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.4981 2020-07-27 12:25:32,747 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 15:23:10, time: 0.612, data_time: 0.003, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3499, loss: 1.3499, grad_norm: 8.8603 2020-07-27 12:25:45,573 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 15:22:56, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.4490 2020-07-27 12:25:59,426 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 15:22:42, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2558, loss: 1.2558, grad_norm: 8.8789 2020-07-27 12:26:13,975 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 15:22:29, time: 0.722, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.7844 2020-07-27 12:26:26,173 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 15:22:14, time: 0.616, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3275, loss: 1.3275, grad_norm: 8.7332 2020-07-27 12:26:38,577 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 15:22:00, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.6571 2020-07-27 12:26:52,013 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 15:21:46, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2422, loss: 1.2422, grad_norm: 8.4132 2020-07-27 12:27:05,111 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 15:21:32, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.7920 2020-07-27 12:27:18,346 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 15:21:18, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.8379 2020-07-27 12:27:30,754 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 15:21:04, time: 0.619, data_time: 0.011, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.6354 2020-07-27 12:27:43,049 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 15:20:50, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.3031, loss: 1.3031, grad_norm: 8.9357 2020-07-27 12:27:55,707 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 15:20:36, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.5019 2020-07-27 12:28:09,111 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 15:20:22, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.6573 2020-07-27 12:28:23,985 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 15:20:08, time: 0.742, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3353, loss: 1.3353, grad_norm: 9.0906 2020-07-27 12:28:36,794 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 15:19:54, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2931, loss: 1.2931, grad_norm: 8.7972 2020-07-27 12:28:49,369 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 15:19:40, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.9501 2020-07-27 12:29:01,668 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 15:19:25, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8820, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.4331 2020-07-27 12:29:14,859 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 15:19:11, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.7248 2020-07-27 12:29:28,088 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 15:18:57, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 1.4136, loss: 1.4136, grad_norm: 9.2606 2020-07-27 12:29:41,304 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 15:18:43, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2931, loss: 1.2931, grad_norm: 9.0672 2020-07-27 12:29:53,606 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 15:18:29, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.9065 2020-07-27 12:30:06,417 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 15:18:15, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.8743 2020-07-27 12:30:19,217 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 15:18:01, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3125, loss: 1.3125, grad_norm: 9.0789 2020-07-27 12:30:32,867 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 15:17:47, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.6045 2020-07-27 12:30:45,079 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 15:17:33, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.8301 2020-07-27 12:30:57,450 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 15:17:18, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3059, loss: 1.3059, grad_norm: 8.9297 2020-07-27 12:31:10,552 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 15:17:04, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.5295 2020-07-27 12:31:24,704 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 15:16:51, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.6678 2020-07-27 12:31:36,653 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 15:16:36, time: 0.601, data_time: 0.005, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.8792 2020-07-27 12:31:49,845 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 15:16:22, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.7912 2020-07-27 12:32:04,841 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 15:16:09, time: 0.752, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.6955 2020-07-27 12:32:16,952 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 15:15:54, time: 0.601, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.7990 2020-07-27 12:32:31,679 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 15:15:41, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3765, loss: 1.3765, grad_norm: 8.8980 2020-07-27 12:32:43,984 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 15:15:26, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8516, loss_cls: 1.3224, loss: 1.3224, grad_norm: 8.9535 2020-07-27 12:32:57,780 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 15:15:13, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2532, loss: 1.2532, grad_norm: 8.5259 2020-07-27 12:33:11,036 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 15:14:59, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8406, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.8009 2020-07-27 12:33:24,056 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 15:14:45, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.7248 2020-07-27 12:33:36,466 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 15:14:30, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.5323 2020-07-27 12:33:48,736 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 15:14:16, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.9851 2020-07-27 12:34:01,524 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 15:14:02, time: 0.642, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3140, loss: 1.3140, grad_norm: 8.8869 2020-07-27 12:34:14,898 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 15:13:48, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3494, loss: 1.3494, grad_norm: 8.8232 2020-07-27 12:34:28,911 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 15:13:34, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4139, loss: 1.4139, grad_norm: 9.1124 2020-07-27 12:34:41,820 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 15:13:20, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3391, loss: 1.3391, grad_norm: 8.6822 2020-07-27 12:34:55,083 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 15:13:06, time: 0.663, data_time: 0.002, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.5885 2020-07-27 12:35:07,805 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 15:12:52, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3716, loss: 1.3716, grad_norm: 8.7272 2020-07-27 12:35:20,144 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 15:12:38, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8570, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.9109 2020-07-27 12:35:33,647 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 15:12:24, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2951, loss: 1.2951, grad_norm: 8.6097 2020-07-27 12:35:46,207 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 15:12:10, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3792, loss: 1.3792, grad_norm: 9.0972 2020-07-27 12:36:00,231 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 15:11:56, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.8923 2020-07-27 12:36:13,135 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 15:11:42, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.7519 2020-07-27 12:36:25,367 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 15:11:27, time: 0.608, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3248, loss: 1.3248, grad_norm: 8.6017 2020-07-27 12:36:40,353 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 15:11:14, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8430, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.5023 2020-07-27 12:36:54,324 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 15:11:00, time: 0.697, data_time: 0.004, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.8536 2020-07-27 12:37:06,386 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 15:10:46, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3497, loss: 1.3497, grad_norm: 8.8445 2020-07-27 12:37:18,931 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 15:10:31, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.5789 2020-07-27 12:37:29,653 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-07-27 12:37:55,235 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 15:10:05, time: 1.204, data_time: 0.609, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.5600 2020-07-27 12:38:08,135 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 15:09:51, time: 0.645, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.8416 2020-07-27 12:38:21,170 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 15:09:37, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.3451 2020-07-27 12:38:34,515 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 15:09:23, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.2097, loss: 1.2097, grad_norm: 8.5017 2020-07-27 12:38:47,097 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 15:09:09, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3870, loss: 1.3870, grad_norm: 8.8847 2020-07-27 12:38:59,716 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 15:08:55, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.9754 2020-07-27 12:39:13,083 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 15:08:41, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3224, loss: 1.3224, grad_norm: 9.0294 2020-07-27 12:39:25,837 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 15:08:27, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8750, loss_cls: 1.2819, loss: 1.2819, grad_norm: 8.7074 2020-07-27 12:39:38,860 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 15:08:13, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.8526 2020-07-27 12:39:51,281 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 15:07:59, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.6903 2020-07-27 12:40:04,004 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 15:07:44, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.6672 2020-07-27 12:40:16,843 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 15:07:30, time: 0.642, data_time: 0.002, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.7326 2020-07-27 12:40:29,837 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 15:07:16, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.9381 2020-07-27 12:40:42,268 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 15:07:02, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8695, loss_cls: 1.3542, loss: 1.3542, grad_norm: 9.2601 2020-07-27 12:40:55,705 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 15:06:48, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.7623 2020-07-27 12:41:08,206 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 15:06:34, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.2711, loss: 1.2711, grad_norm: 8.6410 2020-07-27 12:41:21,885 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 15:06:20, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3255, loss: 1.3255, grad_norm: 8.8755 2020-07-27 12:41:34,034 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 15:06:06, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.8115 2020-07-27 12:41:46,582 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 15:05:51, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2410, loss: 1.2410, grad_norm: 8.4519 2020-07-27 12:41:58,897 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 15:05:37, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.5729 2020-07-27 12:42:11,241 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 15:05:23, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3498, loss: 1.3498, grad_norm: 9.0646 2020-07-27 12:42:23,620 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 15:05:09, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2380, loss: 1.2380, grad_norm: 9.0138 2020-07-27 12:42:36,181 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 15:04:55, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2583, loss: 1.2583, grad_norm: 8.5672 2020-07-27 12:42:49,696 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 15:04:41, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2904, loss: 1.2904, grad_norm: 8.7282 2020-07-27 12:43:02,028 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 15:04:26, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.9172 2020-07-27 12:43:16,072 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 15:04:13, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8805, loss_cls: 1.2970, loss: 1.2970, grad_norm: 9.0725 2020-07-27 12:43:29,973 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 15:03:59, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3624, loss: 1.3624, grad_norm: 8.9594 2020-07-27 12:43:42,659 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 15:03:45, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3856, loss: 1.3856, grad_norm: 9.2227 2020-07-27 12:43:55,223 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 15:03:30, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.2969, loss: 1.2969, grad_norm: 8.7766 2020-07-27 12:44:08,008 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 15:03:16, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.6712 2020-07-27 12:44:21,731 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 15:03:02, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.7939 2020-07-27 12:44:34,050 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 15:02:48, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.3220 2020-07-27 12:44:46,604 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 15:02:34, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.6896 2020-07-27 12:44:59,116 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 15:02:20, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2397, loss: 1.2397, grad_norm: 8.6145 2020-07-27 12:45:11,515 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 15:02:06, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8664, loss_cls: 1.3570, loss: 1.3570, grad_norm: 9.1215 2020-07-27 12:45:25,292 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 15:01:52, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3449, loss: 1.3449, grad_norm: 9.0229 2020-07-27 12:45:37,852 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 15:01:38, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.6798 2020-07-27 12:45:50,079 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 15:01:23, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2624, loss: 1.2624, grad_norm: 8.5172 2020-07-27 12:46:03,788 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 15:01:09, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3429, loss: 1.3429, grad_norm: 9.0924 2020-07-27 12:46:16,910 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 15:00:55, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4337, loss: 1.4337, grad_norm: 9.3612 2020-07-27 12:46:29,289 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 15:00:41, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.7861 2020-07-27 12:46:42,769 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 15:00:27, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.6633 2020-07-27 12:46:56,289 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 15:00:13, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.9636 2020-07-27 12:47:09,529 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 14:59:59, time: 0.670, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2680, loss: 1.2680, grad_norm: 8.7811 2020-07-27 12:47:23,205 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 14:59:45, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.3957 2020-07-27 12:47:35,583 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 14:59:31, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3412, loss: 1.3412, grad_norm: 8.9368 2020-07-27 12:47:48,131 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 14:59:17, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3356, loss: 1.3356, grad_norm: 9.0101 2020-07-27 12:48:00,352 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 14:59:03, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.3790, loss: 1.3790, grad_norm: 9.0902 2020-07-27 12:48:13,165 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 14:58:49, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.8896 2020-07-27 12:48:27,526 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 14:58:35, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.5053 2020-07-27 12:48:41,156 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 14:58:21, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.6631 2020-07-27 12:48:53,271 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 14:58:07, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3416, loss: 1.3416, grad_norm: 9.2630 2020-07-27 12:49:07,624 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 14:57:53, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.2900, loss: 1.2900, grad_norm: 9.1356 2020-07-27 12:49:20,111 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 14:57:39, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.9651 2020-07-27 12:49:33,839 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 14:57:25, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8781, loss_cls: 1.3130, loss: 1.3130, grad_norm: 9.0542 2020-07-27 12:49:46,486 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 14:57:11, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.9532 2020-07-27 12:49:58,983 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 14:56:57, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3216, loss: 1.3216, grad_norm: 9.0359 2020-07-27 12:50:11,373 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 14:56:42, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3475, loss: 1.3475, grad_norm: 9.1621 2020-07-27 12:50:24,931 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 14:56:28, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4228, loss: 1.4228, grad_norm: 9.2636 2020-07-27 12:50:37,237 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 14:56:14, time: 0.625, data_time: 0.011, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.6347 2020-07-27 12:50:51,205 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 14:56:00, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2969, loss: 1.2969, grad_norm: 8.7761 2020-07-27 12:51:03,292 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 14:55:46, time: 0.604, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.9474 2020-07-27 12:51:16,832 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 14:55:32, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3260, loss: 1.3260, grad_norm: 8.8851 2020-07-27 12:51:30,246 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 14:55:18, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.9297 2020-07-27 12:51:42,575 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 14:55:04, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3254, loss: 1.3254, grad_norm: 9.1204 2020-07-27 12:51:54,890 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 14:54:50, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.9715 2020-07-27 12:52:07,475 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 14:54:36, time: 0.629, data_time: 0.003, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1948, loss: 1.1948, grad_norm: 8.2535 2020-07-27 12:52:20,282 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 14:54:21, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.8846 2020-07-27 12:52:33,635 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 14:54:08, time: 0.665, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.8168 2020-07-27 12:52:47,117 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 14:53:54, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.6642 2020-07-27 12:52:59,498 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 14:53:39, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.9099 2020-07-27 12:53:11,756 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 14:53:25, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.6672 2020-07-27 12:53:24,394 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 14:53:11, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3396, loss: 1.3396, grad_norm: 8.8838 2020-07-27 12:53:36,719 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 14:52:57, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2587, loss: 1.2587, grad_norm: 8.6125 2020-07-27 12:53:49,399 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 14:52:43, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.7322 2020-07-27 12:54:03,074 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 14:52:29, time: 0.684, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.4055, loss: 1.4055, grad_norm: 9.3743 2020-07-27 12:54:16,157 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 14:52:15, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.7946 2020-07-27 12:54:29,703 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 14:52:01, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3064, loss: 1.3064, grad_norm: 9.2691 2020-07-27 12:54:42,057 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 14:51:47, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.9734 2020-07-27 12:54:55,628 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 14:51:33, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2641, loss: 1.2641, grad_norm: 8.3623 2020-07-27 12:55:09,655 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 14:51:19, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.4982 2020-07-27 12:55:22,526 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 14:51:05, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.6957 2020-07-27 12:55:35,027 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 14:50:51, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.2825, loss: 1.2825, grad_norm: 9.1998 2020-07-27 12:55:47,986 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 14:50:36, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3477, loss: 1.3477, grad_norm: 9.1121 2020-07-27 12:56:00,995 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 14:50:22, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.3873, loss: 1.3873, grad_norm: 9.0503 2020-07-27 12:56:14,603 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 14:50:08, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.6454 2020-07-27 12:56:27,211 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 14:49:54, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.9240 2020-07-27 12:56:39,575 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 14:49:40, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3008, loss: 1.3008, grad_norm: 8.9013 2020-07-27 12:56:51,953 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 14:49:26, time: 0.622, data_time: 0.011, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2159, loss: 1.2159, grad_norm: 8.7806 2020-07-27 12:57:05,507 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 14:49:12, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3238, loss: 1.3238, grad_norm: 9.0247 2020-07-27 12:57:18,825 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 14:48:58, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4123, loss: 1.4123, grad_norm: 9.1535 2020-07-27 12:57:31,230 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 14:48:44, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3002, loss: 1.3002, grad_norm: 8.9946 2020-07-27 12:57:44,489 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 14:48:30, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.5129 2020-07-27 12:57:56,857 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 14:48:16, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3638, loss: 1.3638, grad_norm: 9.0268 2020-07-27 12:58:09,303 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 14:48:01, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.9015 2020-07-27 12:58:21,709 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 14:47:47, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.9232 2020-07-27 12:58:34,338 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 14:47:33, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2651, loss: 1.2651, grad_norm: 8.9898 2020-07-27 12:58:48,070 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 14:47:19, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3019, loss: 1.3019, grad_norm: 9.0670 2020-07-27 12:59:00,505 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 14:47:05, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3333, loss: 1.3333, grad_norm: 9.0540 2020-07-27 12:59:14,620 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 14:46:51, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3409, loss: 1.3409, grad_norm: 8.8554 2020-07-27 12:59:27,491 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 14:46:37, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.9750 2020-07-27 12:59:39,846 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 14:46:23, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3351, loss: 1.3351, grad_norm: 9.0616 2020-07-27 12:59:52,276 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 14:46:09, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2828, loss: 1.2828, grad_norm: 8.8889 2020-07-27 13:00:09,136 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 14:45:56, time: 0.837, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3881, loss: 1.3881, grad_norm: 8.8676 2020-07-27 13:00:21,198 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 14:45:41, time: 0.609, data_time: 0.011, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.8090 2020-07-27 13:00:33,603 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 14:45:27, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.5223 2020-07-27 13:00:46,080 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 14:45:13, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3474, loss: 1.3474, grad_norm: 9.2066 2020-07-27 13:00:58,538 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 14:44:59, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3812, loss: 1.3812, grad_norm: 8.9780 2020-07-27 13:01:11,080 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 14:44:45, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.7952 2020-07-27 13:01:23,878 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 14:44:30, time: 0.638, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3274, loss: 1.3274, grad_norm: 8.9119 2020-07-27 13:01:36,597 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 14:44:16, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.7295 2020-07-27 13:01:48,998 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 14:44:02, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3116, loss: 1.3116, grad_norm: 8.8040 2020-07-27 13:02:02,494 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 14:43:48, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3011, loss: 1.3011, grad_norm: 9.0329 2020-07-27 13:02:14,941 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 14:43:34, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3621, loss: 1.3621, grad_norm: 9.0293 2020-07-27 13:02:28,296 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 14:43:20, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8727, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.8692 2020-07-27 13:02:40,917 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 14:43:06, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3268, loss: 1.3268, grad_norm: 9.0824 2020-07-27 13:02:53,207 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 14:42:52, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.2884, loss: 1.2884, grad_norm: 8.9173 2020-07-27 13:03:06,356 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 14:42:38, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2648, loss: 1.2648, grad_norm: 8.4669 2020-07-27 13:03:19,959 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 14:42:24, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.9701 2020-07-27 13:03:33,001 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 14:42:10, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.6692 2020-07-27 13:03:45,147 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 14:41:55, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.7796 2020-07-27 13:03:57,373 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 14:41:41, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.3049, loss: 1.3049, grad_norm: 9.0345 2020-07-27 13:04:10,811 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 14:41:27, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3656, loss: 1.3656, grad_norm: 9.1564 2020-07-27 13:04:23,092 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 14:41:13, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.6723 2020-07-27 13:04:36,554 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 14:40:59, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2972, loss: 1.2972, grad_norm: 8.8103 2020-07-27 13:04:49,955 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 14:40:45, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3308, loss: 1.3308, grad_norm: 8.7912 2020-07-27 13:05:02,308 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 14:40:31, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.9222 2020-07-27 13:05:15,647 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 14:40:17, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.5144 2020-07-27 13:05:28,008 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 14:40:03, time: 0.616, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.2945, loss: 1.2945, grad_norm: 8.7853 2020-07-27 13:05:41,079 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 14:39:49, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.9498 2020-07-27 13:05:54,520 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 14:39:35, time: 0.669, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.9956 2020-07-27 13:06:06,703 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 14:39:20, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.7339 2020-07-27 13:06:19,012 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 14:39:06, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3224, loss: 1.3224, grad_norm: 9.0815 2020-07-27 13:06:32,694 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 14:38:52, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2867, loss: 1.2867, grad_norm: 9.0683 2020-07-27 13:06:45,904 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 14:38:38, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3393, loss: 1.3393, grad_norm: 9.0367 2020-07-27 13:06:58,122 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 14:38:24, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.6978 2020-07-27 13:07:11,236 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 14:38:10, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3129, loss: 1.3129, grad_norm: 9.1163 2020-07-27 13:07:23,592 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 14:37:56, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1871, loss: 1.1871, grad_norm: 8.3502 2020-07-27 13:07:37,350 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 14:37:42, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2985, loss: 1.2985, grad_norm: 8.5932 2020-07-27 13:07:50,332 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 14:37:28, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.6321 2020-07-27 13:08:03,042 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 14:37:14, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8742, loss_cls: 1.2707, loss: 1.2707, grad_norm: 8.9149 2020-07-27 13:08:15,340 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 14:37:00, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2539, loss: 1.2539, grad_norm: 8.4724 2020-07-27 13:08:28,479 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 14:36:46, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.5666 2020-07-27 13:08:40,982 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 14:36:31, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.8672 2020-07-27 13:08:53,260 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 14:36:17, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3299, loss: 1.3299, grad_norm: 9.2131 2020-07-27 13:09:06,083 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 14:36:03, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.2200, loss: 1.2200, grad_norm: 8.7103 2020-07-27 13:09:18,546 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 14:35:49, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.8959 2020-07-27 13:09:30,915 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 14:35:35, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.9071 2020-07-27 13:09:43,318 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 14:35:21, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3802, loss: 1.3802, grad_norm: 9.1370 2020-07-27 13:09:57,070 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 14:35:07, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.7785 2020-07-27 13:10:09,900 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 14:34:53, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.5823 2020-07-27 13:10:21,971 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 14:34:38, time: 0.606, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.8051 2020-07-27 13:10:35,457 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 14:34:24, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.8899 2020-07-27 13:10:48,268 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 14:34:10, time: 0.641, data_time: 0.003, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.9009 2020-07-27 13:11:01,065 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 14:33:56, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.8035 2020-07-27 13:11:13,514 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 14:33:42, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3478, loss: 1.3478, grad_norm: 9.1765 2020-07-27 13:11:27,608 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 14:33:28, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3433, loss: 1.3433, grad_norm: 9.0200 2020-07-27 13:11:40,910 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 14:33:14, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.7671 2020-07-27 13:11:53,478 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 14:33:00, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3636, loss: 1.3636, grad_norm: 9.0717 2020-07-27 13:12:07,554 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 14:32:46, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8781, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.6969 2020-07-27 13:12:19,924 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 14:32:32, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.8644 2020-07-27 13:12:32,725 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 14:32:18, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8430, loss_cls: 1.3608, loss: 1.3608, grad_norm: 9.0928 2020-07-27 13:12:46,885 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 14:32:04, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.9762 2020-07-27 13:12:58,970 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 14:31:50, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3683, loss: 1.3683, grad_norm: 8.9978 2020-07-27 13:13:11,746 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 14:31:36, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3664, loss: 1.3664, grad_norm: 9.2583 2020-07-27 13:13:23,937 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 14:31:22, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3531, loss: 1.3531, grad_norm: 9.0161 2020-07-27 13:13:36,539 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 14:31:07, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.9461 2020-07-27 13:13:48,810 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 14:30:53, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.8143 2020-07-27 13:14:01,371 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 14:30:39, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.6919 2020-07-27 13:14:13,801 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 14:30:25, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3474, loss: 1.3474, grad_norm: 9.0004 2020-07-27 13:14:26,927 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 14:30:11, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.9325 2020-07-27 13:14:40,135 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 14:29:57, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.9895 2020-07-27 13:14:52,365 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 14:29:43, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.7007 2020-07-27 13:15:05,836 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 14:29:29, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.3182, loss: 1.3182, grad_norm: 8.8887 2020-07-27 13:15:18,190 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 14:29:15, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3216, loss: 1.3216, grad_norm: 8.7424 2020-07-27 13:15:31,690 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 14:29:01, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3447, loss: 1.3447, grad_norm: 8.9881 2020-07-27 13:15:44,687 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 14:28:47, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3708, loss: 1.3708, grad_norm: 8.9894 2020-07-27 13:15:56,986 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 14:28:32, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 9.0780 2020-07-27 13:16:10,290 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 14:28:18, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3285, loss: 1.3285, grad_norm: 8.9272 2020-07-27 13:16:22,917 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 14:28:04, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3585, loss: 1.3585, grad_norm: 9.3017 2020-07-27 13:16:36,121 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 14:27:50, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8867, loss_cls: 1.2760, loss: 1.2760, grad_norm: 9.2471 2020-07-27 13:16:48,270 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 14:27:36, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3490, loss: 1.3490, grad_norm: 9.0165 2020-07-27 13:17:01,364 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 14:27:22, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2942, loss: 1.2942, grad_norm: 8.7172 2020-07-27 13:17:13,598 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 14:27:08, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3536, loss: 1.3536, grad_norm: 9.2198 2020-07-27 13:17:27,195 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 14:26:54, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2704, loss: 1.2704, grad_norm: 8.7345 2020-07-27 13:17:40,533 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 14:26:40, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8742, loss_cls: 1.3576, loss: 1.3576, grad_norm: 9.0466 2020-07-27 13:17:52,720 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 14:26:26, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.2892, loss: 1.2892, grad_norm: 9.0795 2020-07-27 13:18:03,393 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-27 13:18:27,933 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 14:25:59, time: 1.002, data_time: 0.394, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.7097 2020-07-27 13:18:39,845 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 14:25:44, time: 0.600, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8625, loss_cls: 1.2796, loss: 1.2796, grad_norm: 8.7491 2020-07-27 13:18:51,861 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 14:25:30, time: 0.600, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3349, loss: 1.3349, grad_norm: 9.1274 2020-07-27 13:19:04,141 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 14:25:16, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.7856 2020-07-27 13:19:17,421 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 14:25:02, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.5722 2020-07-27 13:19:29,902 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 14:24:48, time: 0.624, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.8227 2020-07-27 13:19:42,318 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 14:24:34, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2302, loss: 1.2302, grad_norm: 8.4553 2020-07-27 13:19:54,954 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 14:24:19, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.8050 2020-07-27 13:20:09,676 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 14:24:06, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2789, loss: 1.2789, grad_norm: 8.6385 2020-07-27 13:20:22,698 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 14:23:52, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.7895 2020-07-27 13:20:35,933 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 14:23:38, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.7759 2020-07-27 13:20:48,219 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 14:23:24, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.3167, loss: 1.3167, grad_norm: 8.8489 2020-07-27 13:21:00,564 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 14:23:09, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2203, loss: 1.2203, grad_norm: 8.5714 2020-07-27 13:21:12,823 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 14:22:55, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.7216 2020-07-27 13:21:26,592 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 14:22:41, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3493, loss: 1.3493, grad_norm: 9.1912 2020-07-27 13:21:39,113 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 14:22:27, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.8472 2020-07-27 13:21:51,702 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 14:22:13, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3127, loss: 1.3127, grad_norm: 8.8093 2020-07-27 13:22:03,974 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 14:21:59, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2519, loss: 1.2519, grad_norm: 8.6277 2020-07-27 13:22:16,729 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 14:21:45, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.3740, loss: 1.3740, grad_norm: 9.1584 2020-07-27 13:22:29,366 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 14:21:31, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.7001 2020-07-27 13:22:41,725 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 14:21:16, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.6601 2020-07-27 13:22:54,616 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 14:21:02, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.6432 2020-07-27 13:23:08,335 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 14:20:48, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.6088 2020-07-27 13:23:20,407 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 14:20:34, time: 0.602, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.4921 2020-07-27 13:23:32,669 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 14:20:20, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8734, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.8888 2020-07-27 13:23:47,224 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 14:20:06, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2260, loss: 1.2260, grad_norm: 8.6515 2020-07-27 13:24:00,065 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 14:19:52, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2228, loss: 1.2228, grad_norm: 8.5148 2020-07-27 13:24:12,405 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 14:19:38, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.6905 2020-07-27 13:24:24,625 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 14:19:24, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.2873, loss: 1.2873, grad_norm: 8.4448 2020-07-27 13:24:38,364 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 14:19:10, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2241, loss: 1.2241, grad_norm: 8.8260 2020-07-27 13:24:51,571 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 14:18:56, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8750, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.9323 2020-07-27 13:25:03,943 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 14:18:42, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1336, loss: 1.1336, grad_norm: 8.1196 2020-07-27 13:25:16,828 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 14:18:28, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.5831 2020-07-27 13:25:29,983 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 14:18:14, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.8393 2020-07-27 13:25:42,639 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 14:18:00, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.6046 2020-07-27 13:25:56,305 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 14:17:46, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.7426 2020-07-27 13:26:08,655 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 14:17:31, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.6565 2020-07-27 13:26:22,125 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 14:17:18, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2242, loss: 1.2242, grad_norm: 8.5890 2020-07-27 13:26:35,449 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 14:17:04, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.6647 2020-07-27 13:26:48,502 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 14:16:50, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.7598 2020-07-27 13:27:01,167 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 14:16:35, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.6638 2020-07-27 13:27:13,654 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 14:16:21, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1544, loss: 1.1544, grad_norm: 8.2770 2020-07-27 13:27:25,965 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 14:16:07, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3537, loss: 1.3537, grad_norm: 8.9693 2020-07-27 13:27:39,018 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 14:15:53, time: 0.650, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.5942 2020-07-27 13:27:51,835 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 14:15:39, time: 0.644, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.9537 2020-07-27 13:28:05,832 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 14:15:25, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1948, loss: 1.1948, grad_norm: 8.7478 2020-07-27 13:28:17,923 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 14:15:11, time: 0.608, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3208, loss: 1.3208, grad_norm: 8.8514 2020-07-27 13:28:30,769 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 14:14:57, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.3252, loss: 1.3252, grad_norm: 8.8346 2020-07-27 13:28:44,833 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 14:14:43, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.5420 2020-07-27 13:28:57,083 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 14:14:29, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.8439 2020-07-27 13:29:09,422 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 14:14:15, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.4800 2020-07-27 13:29:21,693 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 14:14:00, time: 0.614, data_time: 0.003, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.2233, loss: 1.2233, grad_norm: 8.5624 2020-07-27 13:29:34,235 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 14:13:46, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.8510 2020-07-27 13:29:46,765 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 14:13:32, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.5830 2020-07-27 13:29:59,562 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 14:13:18, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.3461, loss: 1.3461, grad_norm: 8.7586 2020-07-27 13:30:11,773 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 14:13:04, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.3716, loss: 1.3716, grad_norm: 8.8704 2020-07-27 13:30:24,341 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 14:12:50, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3500, loss: 1.3500, grad_norm: 9.0772 2020-07-27 13:30:38,029 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 14:12:36, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1755, loss: 1.1755, grad_norm: 8.4536 2020-07-27 13:30:50,501 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 14:12:22, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.8883 2020-07-27 13:31:03,382 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 14:12:08, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2351, loss: 1.2351, grad_norm: 8.4530 2020-07-27 13:31:18,349 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 14:11:54, time: 0.749, data_time: 0.002, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1894, loss: 1.1894, grad_norm: 8.4968 2020-07-27 13:31:32,388 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 14:11:40, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.6712 2020-07-27 13:31:44,437 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 14:11:26, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3264, loss: 1.3264, grad_norm: 8.9122 2020-07-27 13:31:58,326 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 14:11:12, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2958, loss: 1.2958, grad_norm: 8.8409 2020-07-27 13:32:10,403 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 14:10:58, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.5035 2020-07-27 13:32:22,840 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 14:10:44, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2218, loss: 1.2218, grad_norm: 8.7287 2020-07-27 13:32:35,727 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 14:10:30, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.8740 2020-07-27 13:32:49,850 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 14:10:16, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.6834 2020-07-27 13:33:02,169 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 14:10:02, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1478, loss: 1.1478, grad_norm: 8.6179 2020-07-27 13:33:15,642 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 14:09:48, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.9694 2020-07-27 13:33:28,811 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 14:09:34, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.8449 2020-07-27 13:33:41,044 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 14:09:20, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8648, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.3908 2020-07-27 13:33:55,023 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 14:09:06, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2504, loss: 1.2504, grad_norm: 8.6212 2020-07-27 13:34:07,205 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 14:08:52, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.7871 2020-07-27 13:34:19,496 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 14:08:37, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.9273 2020-07-27 13:34:32,398 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 14:08:23, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.6232 2020-07-27 13:34:44,739 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 14:08:09, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8758, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.8442 2020-07-27 13:34:58,055 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 14:07:55, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8570, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.5321 2020-07-27 13:35:11,061 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 14:07:41, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.6626 2020-07-27 13:35:23,534 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 14:07:27, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3491, loss: 1.3491, grad_norm: 8.9383 2020-07-27 13:35:36,430 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 14:07:13, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.6470 2020-07-27 13:35:49,250 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 14:06:59, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8867, loss_cls: 1.1958, loss: 1.1958, grad_norm: 8.7093 2020-07-27 13:36:01,318 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 14:06:45, time: 0.603, data_time: 0.004, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.2583, loss: 1.2583, grad_norm: 8.9349 2020-07-27 13:36:14,982 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 14:06:31, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2708, loss: 1.2708, grad_norm: 8.9216 2020-07-27 13:36:28,305 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 14:06:17, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.3503 2020-07-27 13:36:41,178 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 14:06:03, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.3285, loss: 1.3285, grad_norm: 9.1469 2020-07-27 13:36:53,376 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 14:05:49, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2358, loss: 1.2358, grad_norm: 8.7939 2020-07-27 13:37:07,089 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 14:05:35, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.4669 2020-07-27 13:37:20,710 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 14:05:21, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.7454 2020-07-27 13:37:33,221 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 14:05:07, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.7168 2020-07-27 13:37:46,178 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 14:04:53, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2461, loss: 1.2461, grad_norm: 8.4899 2020-07-27 13:37:59,203 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 14:04:39, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.3908 2020-07-27 13:38:11,680 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 14:04:24, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2401, loss: 1.2401, grad_norm: 8.5888 2020-07-27 13:38:24,227 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 14:04:10, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.1889, loss: 1.1889, grad_norm: 8.6517 2020-07-27 13:38:36,686 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 14:03:56, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.1847, loss: 1.1847, grad_norm: 8.5343 2020-07-27 13:38:49,153 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 14:03:42, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.3109, loss: 1.3109, grad_norm: 8.8500 2020-07-27 13:39:03,239 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 14:03:28, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8789, loss_cls: 1.2121, loss: 1.2121, grad_norm: 8.7063 2020-07-27 13:39:15,352 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 14:03:14, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3695, loss: 1.3695, grad_norm: 8.9365 2020-07-27 13:39:28,669 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 14:03:00, time: 0.667, data_time: 0.004, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.5863 2020-07-27 13:39:41,215 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 14:02:46, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7406, top5_acc: 0.8961, loss_cls: 1.0936, loss: 1.0936, grad_norm: 8.1443 2020-07-27 13:39:53,505 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 14:02:32, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.1827, loss: 1.1827, grad_norm: 8.7917 2020-07-27 13:40:06,007 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 14:02:17, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.7887 2020-07-27 13:40:18,730 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 14:02:03, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2889, loss: 1.2889, grad_norm: 8.8578 2020-07-27 13:40:31,137 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 14:01:49, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.4691 2020-07-27 13:40:44,770 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 14:01:35, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.2078, loss: 1.2078, grad_norm: 8.8998 2020-07-27 13:40:57,188 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 14:01:21, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2547, loss: 1.2547, grad_norm: 8.8828 2020-07-27 13:41:09,460 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 14:01:07, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.7185 2020-07-27 13:41:23,039 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 14:00:53, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.9455 2020-07-27 13:41:35,795 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 14:00:39, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2245, loss: 1.2245, grad_norm: 8.7534 2020-07-27 13:41:49,285 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 14:00:25, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2398, loss: 1.2398, grad_norm: 8.5405 2020-07-27 13:42:02,392 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 14:00:11, time: 0.654, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.7588 2020-07-27 13:42:14,474 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 13:59:57, time: 0.602, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.4940 2020-07-27 13:42:27,459 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 13:59:43, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2639, loss: 1.2639, grad_norm: 8.7629 2020-07-27 13:42:40,252 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 13:59:29, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1479, loss: 1.1479, grad_norm: 8.4582 2020-07-27 13:42:53,408 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 13:59:15, time: 0.661, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3779, loss: 1.3779, grad_norm: 9.3077 2020-07-27 13:43:07,467 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 13:59:01, time: 0.699, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.9648 2020-07-27 13:43:19,547 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 13:58:47, time: 0.608, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.7935 2020-07-27 13:43:32,804 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 13:58:33, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2721, loss: 1.2721, grad_norm: 8.8491 2020-07-27 13:43:45,702 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 13:58:19, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1833, loss: 1.1833, grad_norm: 8.5097 2020-07-27 13:43:58,268 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 13:58:05, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3399, loss: 1.3399, grad_norm: 9.0930 2020-07-27 13:44:11,156 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 13:57:51, time: 0.648, data_time: 0.011, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.1789, loss: 1.1789, grad_norm: 8.4436 2020-07-27 13:44:23,434 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 13:57:36, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.2956, loss: 1.2956, grad_norm: 8.7428 2020-07-27 13:44:35,719 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 13:57:22, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.8557 2020-07-27 13:44:48,408 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 13:57:08, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2237, loss: 1.2237, grad_norm: 8.6560 2020-07-27 13:45:00,834 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 13:56:54, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.7709 2020-07-27 13:45:14,011 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 13:56:40, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.6377 2020-07-27 13:45:27,888 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 13:56:26, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.8076 2020-07-27 13:45:41,257 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 13:56:12, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.4570 2020-07-27 13:45:54,241 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 13:55:58, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2857, loss: 1.2857, grad_norm: 8.6861 2020-07-27 13:46:06,737 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 13:55:44, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.8362 2020-07-27 13:46:19,014 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 13:55:30, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.2060, loss: 1.2060, grad_norm: 8.6550 2020-07-27 13:46:32,450 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 13:55:16, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.9216 2020-07-27 13:46:45,135 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 13:55:02, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2862, loss: 1.2862, grad_norm: 8.9280 2020-07-27 13:46:57,411 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 13:54:48, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2861, loss: 1.2861, grad_norm: 9.1318 2020-07-27 13:47:09,700 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 13:54:33, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.5795 2020-07-27 13:47:23,067 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 13:54:19, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.9831 2020-07-27 13:47:36,539 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 13:54:06, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.8869 2020-07-27 13:47:49,840 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 13:53:52, time: 0.663, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2627, loss: 1.2627, grad_norm: 8.9836 2020-07-27 13:48:02,468 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 13:53:38, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2280, loss: 1.2280, grad_norm: 8.7468 2020-07-27 13:48:16,493 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 13:53:24, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2601, loss: 1.2601, grad_norm: 8.4993 2020-07-27 13:48:28,854 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 13:53:10, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.7315 2020-07-27 13:48:41,409 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 13:52:55, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.6126 2020-07-27 13:48:53,952 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 13:52:41, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.7135 2020-07-27 13:49:08,399 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 13:52:28, time: 0.722, data_time: 0.012, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.9301 2020-07-27 13:49:21,596 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 13:52:14, time: 0.660, data_time: 0.002, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.6059 2020-07-27 13:49:34,127 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 13:52:00, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2566, loss: 1.2566, grad_norm: 8.5765 2020-07-27 13:49:47,181 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 13:51:46, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0733, loss: 1.0733, grad_norm: 8.1740 2020-07-27 13:50:00,166 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 13:51:31, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.7158 2020-07-27 13:50:12,868 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 13:51:17, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.6832 2020-07-27 13:50:25,990 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 13:51:03, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.7495 2020-07-27 13:50:39,113 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 13:50:49, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2851, loss: 1.2851, grad_norm: 9.2391 2020-07-27 13:50:51,719 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 13:50:35, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2301, loss: 1.2301, grad_norm: 8.7163 2020-07-27 13:51:04,421 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 13:50:21, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.6200 2020-07-27 13:51:16,845 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 13:50:07, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2535, loss: 1.2535, grad_norm: 8.6526 2020-07-27 13:51:29,034 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 13:49:53, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.9327 2020-07-27 13:51:41,478 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 13:49:39, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.7173 2020-07-27 13:51:55,168 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 13:49:25, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.4553 2020-07-27 13:52:07,296 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 13:49:11, time: 0.605, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.7501 2020-07-27 13:52:19,860 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 13:48:57, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3681, loss: 1.3681, grad_norm: 9.3459 2020-07-27 13:52:32,518 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 13:48:42, time: 0.630, data_time: 0.004, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2388, loss: 1.2388, grad_norm: 8.5294 2020-07-27 13:52:45,596 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 13:48:28, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.5272 2020-07-27 13:52:58,087 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 13:48:14, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.6878 2020-07-27 13:53:10,937 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 13:48:00, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2499, loss: 1.2499, grad_norm: 8.8352 2020-07-27 13:53:23,345 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 13:47:46, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2189, loss: 1.2189, grad_norm: 8.5306 2020-07-27 13:53:37,733 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 13:47:32, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.4401 2020-07-27 13:53:50,022 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 13:47:18, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.2317, loss: 1.2317, grad_norm: 8.8084 2020-07-27 13:54:02,664 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 13:47:04, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.7198 2020-07-27 13:54:14,958 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 13:46:50, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.6445 2020-07-27 13:54:27,260 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 13:46:36, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.9051 2020-07-27 13:54:41,146 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 13:46:22, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2549, loss: 1.2549, grad_norm: 8.6876 2020-07-27 13:54:54,571 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 13:46:08, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.2767, loss: 1.2767, grad_norm: 8.8654 2020-07-27 13:55:06,634 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 13:45:54, time: 0.601, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2899, loss: 1.2899, grad_norm: 9.0463 2020-07-27 13:55:21,060 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 13:45:40, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2212, loss: 1.2212, grad_norm: 8.6392 2020-07-27 13:55:34,475 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 13:45:26, time: 0.671, data_time: 0.003, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.1875 2020-07-27 13:55:47,668 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 13:45:12, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1157, loss: 1.1157, grad_norm: 8.6312 2020-07-27 13:55:59,939 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 13:44:58, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1167, loss: 1.1167, grad_norm: 8.3770 2020-07-27 13:56:14,069 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 13:44:44, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2779, loss: 1.2779, grad_norm: 8.9055 2020-07-27 13:56:26,298 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 13:44:30, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2435, loss: 1.2435, grad_norm: 8.8963 2020-07-27 13:56:40,416 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 13:44:16, time: 0.702, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3022, loss: 1.3022, grad_norm: 8.9193 2020-07-27 13:56:53,632 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 13:44:02, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2908, loss: 1.2908, grad_norm: 8.9549 2020-07-27 13:57:07,069 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 13:43:48, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2943, loss: 1.2943, grad_norm: 8.8625 2020-07-27 13:57:19,093 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 13:43:34, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8633, loss_cls: 1.2526, loss: 1.2526, grad_norm: 8.6388 2020-07-27 13:57:31,326 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 13:43:20, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8664, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.8697 2020-07-27 13:57:43,750 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 13:43:06, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.7253 2020-07-27 13:57:56,099 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 13:42:52, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.2118, loss: 1.2118, grad_norm: 8.8581 2020-07-27 13:58:08,566 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 13:42:38, time: 0.626, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.7732 2020-07-27 13:58:21,050 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 13:42:23, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.8271 2020-07-27 13:58:32,099 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-07-27 13:58:53,531 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 13:41:57, time: 1.005, data_time: 0.404, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.7876 2020-07-27 13:59:06,131 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 13:41:42, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.8021 2020-07-27 13:59:18,295 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 13:41:28, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2711, loss: 1.2711, grad_norm: 8.7633 2020-07-27 13:59:30,525 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 13:41:14, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2017, loss: 1.2017, grad_norm: 8.6326 2020-07-27 13:59:42,849 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 13:41:00, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2887, loss: 1.2887, grad_norm: 8.9749 2020-07-27 13:59:55,651 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 13:40:46, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2124, loss: 1.2124, grad_norm: 8.6892 2020-07-27 14:00:11,097 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 13:40:32, time: 0.762, data_time: 0.005, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.1044, loss: 1.1044, grad_norm: 8.1992 2020-07-27 14:00:23,580 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 13:40:18, time: 0.634, data_time: 0.025, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.7585 2020-07-27 14:00:36,227 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 13:40:04, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.8182 2020-07-27 14:00:49,365 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 13:39:50, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.8885 2020-07-27 14:01:01,681 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 13:39:36, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.1966, loss: 1.1966, grad_norm: 8.2536 2020-07-27 14:01:14,155 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 13:39:22, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.1874, loss: 1.1874, grad_norm: 8.6105 2020-07-27 14:01:28,274 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 13:39:08, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1762, loss: 1.1762, grad_norm: 8.5954 2020-07-27 14:01:41,432 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 13:38:54, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2823, loss: 1.2823, grad_norm: 9.1722 2020-07-27 14:01:54,820 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 13:38:40, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.7458 2020-07-27 14:02:07,008 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 13:38:26, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.0134 2020-07-27 14:02:20,798 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 13:38:12, time: 0.682, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.2386, loss: 1.2386, grad_norm: 8.9520 2020-07-27 14:02:33,432 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 13:37:58, time: 0.640, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1883, loss: 1.1883, grad_norm: 8.5616 2020-07-27 14:02:45,894 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 13:37:44, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8734, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.8132 2020-07-27 14:02:59,933 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 13:37:30, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.8691 2020-07-27 14:03:12,383 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 13:37:16, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1938, loss: 1.1938, grad_norm: 8.4487 2020-07-27 14:03:24,826 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 13:37:02, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.5472 2020-07-27 14:03:37,794 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 13:36:48, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.6739 2020-07-27 14:03:49,970 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 13:36:34, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.9565 2020-07-27 14:04:03,100 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 13:36:20, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.3036, loss: 1.3036, grad_norm: 9.1744 2020-07-27 14:04:16,457 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 13:36:06, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2459, loss: 1.2459, grad_norm: 8.7934 2020-07-27 14:04:30,989 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 13:35:52, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.5592 2020-07-27 14:04:44,307 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 13:35:38, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1887, loss: 1.1887, grad_norm: 8.7721 2020-07-27 14:04:56,435 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 13:35:24, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.9013 2020-07-27 14:05:08,682 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 13:35:10, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.8010 2020-07-27 14:05:21,980 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 13:34:56, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.8109 2020-07-27 14:05:35,094 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 13:34:42, time: 0.656, data_time: 0.003, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2390, loss: 1.2390, grad_norm: 8.7411 2020-07-27 14:05:47,468 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 13:34:28, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1977, loss: 1.1977, grad_norm: 8.8211 2020-07-27 14:05:59,911 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 13:34:14, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.5100 2020-07-27 14:06:14,421 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 13:34:00, time: 0.725, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.8574 2020-07-27 14:06:26,467 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 13:33:46, time: 0.602, data_time: 0.003, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8820, loss_cls: 1.2388, loss: 1.2388, grad_norm: 8.8771 2020-07-27 14:06:38,903 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 13:33:31, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2887, loss: 1.2887, grad_norm: 9.0775 2020-07-27 14:06:51,085 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 13:33:17, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.4149 2020-07-27 14:07:03,554 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 13:33:03, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1891, loss: 1.1891, grad_norm: 8.4814 2020-07-27 14:07:15,906 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 13:32:49, time: 0.618, data_time: 0.002, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1659, loss: 1.1659, grad_norm: 8.6795 2020-07-27 14:07:30,012 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 13:32:35, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2475, loss: 1.2475, grad_norm: 8.7698 2020-07-27 14:07:42,425 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 13:32:21, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.5786 2020-07-27 14:07:54,820 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 13:32:07, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.9232 2020-07-27 14:08:07,663 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 13:31:53, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.6026 2020-07-27 14:08:20,080 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 13:31:39, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.4856 2020-07-27 14:08:35,574 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 13:31:25, time: 0.778, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.8098 2020-07-27 14:08:47,761 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 13:31:11, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2371, loss: 1.2371, grad_norm: 8.8590 2020-07-27 14:09:01,125 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 13:30:57, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.6213 2020-07-27 14:09:14,687 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 13:30:43, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2390, loss: 1.2390, grad_norm: 8.6951 2020-07-27 14:09:26,859 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 13:30:29, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2662, loss: 1.2662, grad_norm: 9.0871 2020-07-27 14:09:39,914 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 13:30:15, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3081, loss: 1.3081, grad_norm: 8.8213 2020-07-27 14:09:54,632 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 13:30:02, time: 0.738, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.7545 2020-07-27 14:10:08,357 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 13:29:48, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.9259 2020-07-27 14:10:20,721 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 13:29:34, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2354, loss: 1.2354, grad_norm: 8.5324 2020-07-27 14:10:33,936 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 13:29:20, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.3957 2020-07-27 14:10:47,025 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 13:29:06, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1677, loss: 1.1677, grad_norm: 8.5147 2020-07-27 14:10:59,548 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 13:28:51, time: 0.626, data_time: 0.003, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.8000 2020-07-27 14:11:12,807 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 13:28:38, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.9532 2020-07-27 14:11:27,683 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 13:28:24, time: 0.747, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.7639 2020-07-27 14:11:40,053 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 13:28:10, time: 0.619, data_time: 0.002, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2542, loss: 1.2542, grad_norm: 9.0088 2020-07-27 14:11:52,395 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 13:27:56, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2508, loss: 1.2508, grad_norm: 8.8680 2020-07-27 14:12:06,083 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 13:27:42, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2539, loss: 1.2539, grad_norm: 9.0509 2020-07-27 14:12:19,572 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 13:27:28, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3234, loss: 1.3234, grad_norm: 9.0906 2020-07-27 14:12:32,894 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 13:27:14, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.5998 2020-07-27 14:12:46,278 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 13:27:00, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2701, loss: 1.2701, grad_norm: 9.0567 2020-07-27 14:12:58,319 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 13:26:46, time: 0.605, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2513, loss: 1.2513, grad_norm: 8.7440 2020-07-27 14:13:11,437 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 13:26:32, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.3882, loss: 1.3882, grad_norm: 9.2467 2020-07-27 14:13:24,893 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 13:26:18, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1391, loss: 1.1391, grad_norm: 8.3913 2020-07-27 14:13:38,009 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 13:26:04, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1792, loss: 1.1792, grad_norm: 8.5817 2020-07-27 14:13:51,175 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 13:25:50, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.9740 2020-07-27 14:14:03,916 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 13:25:36, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.6789 2020-07-27 14:14:16,271 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 13:25:22, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.6667 2020-07-27 14:14:30,582 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 13:25:08, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2385, loss: 1.2385, grad_norm: 8.8130 2020-07-27 14:14:44,712 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 13:24:54, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.1951, loss: 1.1951, grad_norm: 8.6594 2020-07-27 14:14:57,534 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 13:24:40, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.5689 2020-07-27 14:15:10,538 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 13:24:26, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.8070 2020-07-27 14:15:23,548 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 13:24:12, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.4606 2020-07-27 14:15:35,852 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 13:23:58, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2356, loss: 1.2356, grad_norm: 8.5891 2020-07-27 14:15:49,724 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 13:23:44, time: 0.692, data_time: 0.004, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.5171 2020-07-27 14:16:03,006 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 13:23:30, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.7963 2020-07-27 14:16:16,079 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 13:23:16, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.8770 2020-07-27 14:16:29,316 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 13:23:02, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3324, loss: 1.3324, grad_norm: 9.1142 2020-07-27 14:16:41,992 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 13:22:48, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.6505 2020-07-27 14:16:56,359 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 13:22:35, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2149, loss: 1.2149, grad_norm: 8.6683 2020-07-27 14:17:08,866 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 13:22:21, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1840, loss: 1.1840, grad_norm: 8.5302 2020-07-27 14:17:21,799 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 13:22:07, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.8498 2020-07-27 14:17:35,813 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 13:21:53, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.6395 2020-07-27 14:17:48,422 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 13:21:39, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1587, loss: 1.1587, grad_norm: 8.5843 2020-07-27 14:18:01,032 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 13:21:25, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.7432 2020-07-27 14:18:14,623 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 13:21:11, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2847, loss: 1.2847, grad_norm: 9.1906 2020-07-27 14:18:26,828 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 13:20:57, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.4110 2020-07-27 14:18:39,550 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 13:20:42, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.9494 2020-07-27 14:18:51,807 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 13:20:28, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1265, loss: 1.1265, grad_norm: 8.4530 2020-07-27 14:19:04,199 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 13:20:14, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.0195 2020-07-27 14:19:16,658 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 13:20:00, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2024, loss: 1.2024, grad_norm: 8.9389 2020-07-27 14:19:29,310 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 13:19:46, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1928, loss: 1.1928, grad_norm: 8.9838 2020-07-27 14:19:41,961 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 13:19:32, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2453, loss: 1.2453, grad_norm: 8.8905 2020-07-27 14:19:54,755 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 13:19:18, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2810, loss: 1.2810, grad_norm: 8.9594 2020-07-27 14:20:06,998 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 13:19:04, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.7430 2020-07-27 14:20:20,369 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 13:18:50, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.2143, loss: 1.2143, grad_norm: 8.7069 2020-07-27 14:20:33,616 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 13:18:36, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1828, loss: 1.1828, grad_norm: 8.6273 2020-07-27 14:20:46,113 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 13:18:22, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3094, loss: 1.3094, grad_norm: 8.8592 2020-07-27 14:20:58,339 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 13:18:08, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2798, loss: 1.2798, grad_norm: 9.0037 2020-07-27 14:21:11,854 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 13:17:54, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.8933 2020-07-27 14:21:24,160 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 13:17:39, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.8062 2020-07-27 14:21:36,488 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 13:17:25, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1856, loss: 1.1856, grad_norm: 8.7618 2020-07-27 14:21:49,861 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 13:17:11, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.2919, loss: 1.2919, grad_norm: 9.1646 2020-07-27 14:22:02,078 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 13:16:57, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1515, loss: 1.1515, grad_norm: 8.8358 2020-07-27 14:22:14,211 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 13:16:43, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.6423 2020-07-27 14:22:27,693 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 13:16:29, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.2986, loss: 1.2986, grad_norm: 8.8105 2020-07-27 14:22:40,217 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 13:16:15, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2542, loss: 1.2542, grad_norm: 8.9328 2020-07-27 14:22:54,888 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 13:16:01, time: 0.729, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2606, loss: 1.2606, grad_norm: 8.7814 2020-07-27 14:23:07,890 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 13:15:47, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1791, loss: 1.1791, grad_norm: 8.6238 2020-07-27 14:23:21,682 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 13:15:34, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1073, loss: 1.1073, grad_norm: 8.3506 2020-07-27 14:23:33,928 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 13:15:19, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1979, loss: 1.1979, grad_norm: 8.9262 2020-07-27 14:23:47,694 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 13:15:06, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2884, loss: 1.2884, grad_norm: 8.8957 2020-07-27 14:24:01,066 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 13:14:52, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.8951 2020-07-27 14:24:13,971 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 13:14:38, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.7250 2020-07-27 14:24:26,386 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 13:14:24, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3140, loss: 1.3140, grad_norm: 9.1604 2020-07-27 14:24:38,731 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 13:14:09, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.8673 2020-07-27 14:24:51,579 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 13:13:55, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.7001 2020-07-27 14:25:04,321 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 13:13:41, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.0842 2020-07-27 14:25:16,659 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 13:13:27, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.8828 2020-07-27 14:25:30,155 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 13:13:13, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2276, loss: 1.2276, grad_norm: 8.9293 2020-07-27 14:25:42,411 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 13:12:59, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2111, loss: 1.2111, grad_norm: 8.7060 2020-07-27 14:25:54,860 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 13:12:45, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.8896 2020-07-27 14:26:07,662 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 13:12:31, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2326, loss: 1.2326, grad_norm: 8.7843 2020-07-27 14:26:20,131 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 13:12:17, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1925, loss: 1.1925, grad_norm: 8.6412 2020-07-27 14:26:33,610 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 13:12:03, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2351, loss: 1.2351, grad_norm: 8.6341 2020-07-27 14:26:47,207 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 13:11:49, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2068, loss: 1.2068, grad_norm: 8.9549 2020-07-27 14:26:59,431 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 13:11:35, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.7141 2020-07-27 14:27:12,142 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 13:11:21, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.9104 2020-07-27 14:27:24,421 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 13:11:07, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.0314 2020-07-27 14:27:37,195 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 13:10:53, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.1624, loss: 1.1624, grad_norm: 8.6444 2020-07-27 14:27:49,931 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 13:10:39, time: 0.638, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2356, loss: 1.2356, grad_norm: 8.9604 2020-07-27 14:28:03,824 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 13:10:25, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.7385 2020-07-27 14:28:17,817 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 13:10:11, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1449, loss: 1.1449, grad_norm: 8.7106 2020-07-27 14:28:31,122 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 13:09:57, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.5803 2020-07-27 14:28:43,995 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 13:09:43, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2754, loss: 1.2754, grad_norm: 9.1348 2020-07-27 14:28:56,462 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 13:09:29, time: 0.624, data_time: 0.003, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.9368 2020-07-27 14:29:10,199 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 13:09:15, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2387, loss: 1.2387, grad_norm: 8.5575 2020-07-27 14:29:23,196 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 13:09:01, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2356, loss: 1.2356, grad_norm: 8.7673 2020-07-27 14:29:35,438 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 13:08:47, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.1859, loss: 1.1859, grad_norm: 8.9641 2020-07-27 14:29:48,927 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 13:08:33, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.2929, loss: 1.2929, grad_norm: 8.8197 2020-07-27 14:30:01,446 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 13:08:19, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2835, loss: 1.2835, grad_norm: 9.0499 2020-07-27 14:30:14,630 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 13:08:05, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2373, loss: 1.2373, grad_norm: 9.0163 2020-07-27 14:30:27,192 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 13:07:51, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.8234 2020-07-27 14:30:39,882 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 13:07:37, time: 0.635, data_time: 0.002, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.5254 2020-07-27 14:30:52,150 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 13:07:23, time: 0.611, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.6736 2020-07-27 14:31:04,576 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 13:07:09, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.0085 2020-07-27 14:31:17,496 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 13:06:55, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.7163 2020-07-27 14:31:29,894 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 13:06:40, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2361, loss: 1.2361, grad_norm: 9.0227 2020-07-27 14:31:42,925 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 13:06:26, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2020, loss: 1.2020, grad_norm: 8.6410 2020-07-27 14:31:56,118 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 13:06:12, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8711, loss_cls: 1.2793, loss: 1.2793, grad_norm: 8.6934 2020-07-27 14:32:08,855 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 13:05:58, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1776, loss: 1.1776, grad_norm: 8.7945 2020-07-27 14:32:21,435 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 13:05:44, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3223, loss: 1.3223, grad_norm: 9.2770 2020-07-27 14:32:33,799 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 13:05:30, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.6064 2020-07-27 14:32:46,558 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 13:05:16, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.7430 2020-07-27 14:33:00,998 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 13:05:02, time: 0.718, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2763, loss: 1.2763, grad_norm: 9.1745 2020-07-27 14:33:13,793 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 13:04:48, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1826, loss: 1.1826, grad_norm: 8.9005 2020-07-27 14:33:28,444 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 13:04:35, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2621, loss: 1.2621, grad_norm: 8.6576 2020-07-27 14:33:40,406 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 13:04:21, time: 0.601, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1964, loss: 1.1964, grad_norm: 8.9878 2020-07-27 14:33:53,922 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 13:04:07, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3045, loss: 1.3045, grad_norm: 9.2728 2020-07-27 14:34:06,099 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 13:03:53, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2770, loss: 1.2770, grad_norm: 8.8375 2020-07-27 14:34:18,439 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 13:03:38, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.2603, loss: 1.2603, grad_norm: 8.9664 2020-07-27 14:34:30,664 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 13:03:24, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.8729 2020-07-27 14:34:43,815 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 13:03:10, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3410, loss: 1.3410, grad_norm: 9.1021 2020-07-27 14:34:56,038 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 13:02:56, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.1905, loss: 1.1905, grad_norm: 8.9331 2020-07-27 14:35:08,849 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 13:02:42, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2157, loss: 1.2157, grad_norm: 8.5628 2020-07-27 14:35:22,345 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 13:02:28, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.4775 2020-07-27 14:35:35,953 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 13:02:14, time: 0.681, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.7587 2020-07-27 14:35:48,307 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 13:02:00, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.0025 2020-07-27 14:36:00,812 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 13:01:46, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1579, loss: 1.1579, grad_norm: 8.7133 2020-07-27 14:36:13,585 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 13:01:32, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2537, loss: 1.2537, grad_norm: 8.7450 2020-07-27 14:36:25,743 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 13:01:18, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.8992 2020-07-27 14:36:38,296 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 13:01:04, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.9583 2020-07-27 14:36:50,790 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 13:00:50, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1673, loss: 1.1673, grad_norm: 8.7418 2020-07-27 14:37:03,689 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 13:00:36, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2277, loss: 1.2277, grad_norm: 8.8774 2020-07-27 14:37:16,172 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 13:00:22, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.9759 2020-07-27 14:37:29,288 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 13:00:08, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2882, loss: 1.2882, grad_norm: 9.1095 2020-07-27 14:37:42,072 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 12:59:54, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2131, loss: 1.2131, grad_norm: 8.9492 2020-07-27 14:37:55,452 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 12:59:40, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8820, loss_cls: 1.3020, loss: 1.3020, grad_norm: 9.1961 2020-07-27 14:38:07,796 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 12:59:26, time: 0.624, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.9567 2020-07-27 14:38:20,976 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 12:59:12, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.7744 2020-07-27 14:38:34,841 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 12:58:58, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.6797 2020-07-27 14:38:46,943 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 12:58:44, time: 0.602, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.6325 2020-07-27 14:39:00,023 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 12:58:30, time: 0.657, data_time: 0.010, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1286, loss: 1.1286, grad_norm: 8.4998 2020-07-27 14:39:11,512 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-07-27 14:39:38,915 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 12:58:04, time: 1.297, data_time: 0.690, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.5776 2020-07-27 14:39:50,823 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 12:57:50, time: 0.595, data_time: 0.002, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1986, loss: 1.1986, grad_norm: 8.7153 2020-07-27 14:40:02,908 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 12:57:36, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.8330 2020-07-27 14:40:15,174 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 12:57:22, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2455, loss: 1.2455, grad_norm: 8.9709 2020-07-27 14:40:27,543 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 12:57:07, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2132, loss: 1.2132, grad_norm: 8.6286 2020-07-27 14:40:39,733 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 12:56:53, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3054, loss: 1.3054, grad_norm: 8.8616 2020-07-27 14:40:52,046 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 12:56:39, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2312, loss: 1.2312, grad_norm: 8.8783 2020-07-27 14:41:04,516 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 12:56:25, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.6227 2020-07-27 14:41:17,085 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 12:56:11, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2623, loss: 1.2623, grad_norm: 8.8086 2020-07-27 14:41:30,658 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 12:55:57, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.9314 2020-07-27 14:41:43,228 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 12:55:43, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8719, loss_cls: 1.2082, loss: 1.2082, grad_norm: 8.5556 2020-07-27 14:41:55,499 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 12:55:29, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.6693 2020-07-27 14:42:08,069 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 12:55:15, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.8463 2020-07-27 14:42:21,941 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 12:55:01, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2187, loss: 1.2187, grad_norm: 8.8529 2020-07-27 14:42:34,440 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 12:54:47, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1569, loss: 1.1569, grad_norm: 8.8957 2020-07-27 14:42:46,710 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 12:54:33, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.6720 2020-07-27 14:43:00,112 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 12:54:19, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.5988 2020-07-27 14:43:12,281 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 12:54:05, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.6726 2020-07-27 14:43:24,696 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 12:53:51, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1803, loss: 1.1803, grad_norm: 8.7152 2020-07-27 14:43:38,081 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 12:53:37, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1358, loss: 1.1358, grad_norm: 8.4122 2020-07-27 14:43:50,836 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 12:53:23, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.7198 2020-07-27 14:44:03,685 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 12:53:09, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2236, loss: 1.2236, grad_norm: 9.1131 2020-07-27 14:44:16,088 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 12:52:55, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2163, loss: 1.2163, grad_norm: 9.0040 2020-07-27 14:44:29,337 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 12:52:41, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.1982, loss: 1.1982, grad_norm: 8.7006 2020-07-27 14:44:41,551 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 12:52:26, time: 0.608, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1664, loss: 1.1664, grad_norm: 8.6307 2020-07-27 14:44:53,838 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 12:52:12, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2836, loss: 1.2836, grad_norm: 9.0875 2020-07-27 14:45:06,499 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 12:51:58, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.6733 2020-07-27 14:45:18,907 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 12:51:44, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8805, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.6882 2020-07-27 14:45:32,008 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 12:51:30, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.1910 2020-07-27 14:45:44,693 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 12:51:16, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.6783 2020-07-27 14:45:57,450 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 12:51:02, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2854, loss: 1.2854, grad_norm: 9.0518 2020-07-27 14:46:10,572 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 12:50:48, time: 0.657, data_time: 0.003, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.9773 2020-07-27 14:46:24,412 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 12:50:34, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.7666 2020-07-27 14:46:36,511 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 12:50:20, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8969, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.5162 2020-07-27 14:46:50,760 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 12:50:06, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3222, loss: 1.3222, grad_norm: 9.3032 2020-07-27 14:47:03,695 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 12:49:52, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2517, loss: 1.2517, grad_norm: 8.9554 2020-07-27 14:47:16,275 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 12:49:38, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.0626 2020-07-27 14:47:28,495 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 12:49:24, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2900, loss: 1.2900, grad_norm: 9.1559 2020-07-27 14:47:42,324 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 12:49:10, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2406, loss: 1.2406, grad_norm: 9.0844 2020-07-27 14:47:54,944 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 12:48:56, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.8105 2020-07-27 14:48:08,156 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 12:48:42, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2544, loss: 1.2544, grad_norm: 9.2445 2020-07-27 14:48:20,695 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 12:48:28, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2955, loss: 1.2955, grad_norm: 9.0198 2020-07-27 14:48:33,073 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 12:48:14, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.1299 2020-07-27 14:48:45,335 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 12:48:00, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.8781 2020-07-27 14:48:59,318 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 12:47:46, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.7349 2020-07-27 14:49:11,506 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 12:47:32, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.7322 2020-07-27 14:49:24,562 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 12:47:18, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2813, loss: 1.2813, grad_norm: 9.3319 2020-07-27 14:49:36,751 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 12:47:04, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.7472 2020-07-27 14:49:49,665 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 12:46:50, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.0813 2020-07-27 14:50:01,994 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 12:46:36, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2139, loss: 1.2139, grad_norm: 9.0814 2020-07-27 14:50:14,583 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 12:46:22, time: 0.629, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.0398 2020-07-27 14:50:27,258 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 12:46:08, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1616, loss: 1.1616, grad_norm: 8.8167 2020-07-27 14:50:40,278 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 12:45:54, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2608, loss: 1.2608, grad_norm: 9.2816 2020-07-27 14:50:52,549 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 12:45:40, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.6899 2020-07-27 14:51:05,468 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 12:45:26, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2490, loss: 1.2490, grad_norm: 8.7493 2020-07-27 14:51:18,045 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 12:45:12, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8922, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.5162 2020-07-27 14:51:32,053 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 12:44:58, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.8878 2020-07-27 14:51:44,820 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 12:44:44, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8844, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.2019 2020-07-27 14:51:56,994 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 12:44:30, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2565, loss: 1.2565, grad_norm: 8.8568 2020-07-27 14:52:09,432 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 12:44:16, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.6097 2020-07-27 14:52:22,432 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 12:44:02, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2101, loss: 1.2101, grad_norm: 8.5810 2020-07-27 14:52:34,934 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 12:43:47, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.3066, loss: 1.3066, grad_norm: 9.0634 2020-07-27 14:52:48,257 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 12:43:34, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2326, loss: 1.2326, grad_norm: 9.0840 2020-07-27 14:53:02,608 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 12:43:20, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2081, loss: 1.2081, grad_norm: 8.8201 2020-07-27 14:53:15,196 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 12:43:06, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.9385 2020-07-27 14:53:28,024 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 12:42:52, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.9928 2020-07-27 14:53:40,306 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 12:42:38, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.8742 2020-07-27 14:53:54,351 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 12:42:24, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1836, loss: 1.1836, grad_norm: 8.8524 2020-07-27 14:54:06,443 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 12:42:10, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1343, loss: 1.1343, grad_norm: 8.5473 2020-07-27 14:54:19,969 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 12:41:56, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.8689 2020-07-27 14:54:32,472 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 12:41:42, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.8470 2020-07-27 14:54:45,402 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 12:41:28, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.9711 2020-07-27 14:54:57,636 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 12:41:14, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2648, loss: 1.2648, grad_norm: 9.1860 2020-07-27 14:55:10,385 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 12:41:00, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.0378 2020-07-27 14:55:23,990 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 12:40:46, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.1962, loss: 1.1962, grad_norm: 8.8396 2020-07-27 14:55:36,090 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 12:40:32, time: 0.605, data_time: 0.002, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2632, loss: 1.2632, grad_norm: 9.1720 2020-07-27 14:55:49,820 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 12:40:18, time: 0.684, data_time: 0.012, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1909, loss: 1.1909, grad_norm: 8.8208 2020-07-27 14:56:01,946 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 12:40:04, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.2866, loss: 1.2866, grad_norm: 9.0747 2020-07-27 14:56:15,431 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 12:39:50, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.8930 2020-07-27 14:56:27,714 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 12:39:36, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.7599 2020-07-27 14:56:41,162 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 12:39:22, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.2823, loss: 1.2823, grad_norm: 8.8694 2020-07-27 14:56:54,462 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 12:39:08, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.7938 2020-07-27 14:57:08,508 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 12:38:54, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2353, loss: 1.2353, grad_norm: 8.8844 2020-07-27 14:57:22,383 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 12:38:40, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.7665 2020-07-27 14:57:34,581 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 12:38:26, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.8293 2020-07-27 14:57:48,030 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 12:38:12, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.6226 2020-07-27 14:58:02,221 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 12:37:58, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.9190 2020-07-27 14:58:16,044 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 12:37:45, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1983, loss: 1.1983, grad_norm: 8.8613 2020-07-27 14:58:28,218 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 12:37:31, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0891, loss: 1.0891, grad_norm: 8.6883 2020-07-27 14:58:40,487 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 12:37:16, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2392, loss: 1.2392, grad_norm: 8.9510 2020-07-27 14:58:52,930 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 12:37:02, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.9668 2020-07-27 14:59:05,667 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 12:36:48, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1482, loss: 1.1482, grad_norm: 8.6424 2020-07-27 14:59:18,989 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 12:36:34, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.0981 2020-07-27 14:59:32,264 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 12:36:20, time: 0.667, data_time: 0.011, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.7152 2020-07-27 14:59:44,473 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 12:36:06, time: 0.607, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.1390 2020-07-27 14:59:56,639 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 12:35:52, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1800, loss: 1.1800, grad_norm: 8.9417 2020-07-27 15:00:12,601 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 12:35:39, time: 0.787, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.9154 2020-07-27 15:00:25,865 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 12:35:25, time: 0.674, data_time: 0.018, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.8722 2020-07-27 15:00:37,986 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 12:35:11, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2161, loss: 1.2161, grad_norm: 9.0346 2020-07-27 15:00:51,214 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 12:34:57, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.5038 2020-07-27 15:01:03,495 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 12:34:43, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1642, loss: 1.1642, grad_norm: 8.8415 2020-07-27 15:01:15,822 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 12:34:29, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2435, loss: 1.2435, grad_norm: 8.7777 2020-07-27 15:01:29,499 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 12:34:15, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.5732 2020-07-27 15:01:42,818 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 12:34:01, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.8312 2020-07-27 15:01:55,106 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 12:33:47, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8891, loss_cls: 1.1283, loss: 1.1283, grad_norm: 8.3315 2020-07-27 15:02:07,625 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 12:33:33, time: 0.631, data_time: 0.012, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1526, loss: 1.1526, grad_norm: 8.8347 2020-07-27 15:02:19,950 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 12:33:18, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.9763 2020-07-27 15:02:33,980 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 12:33:05, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2432, loss: 1.2432, grad_norm: 8.6688 2020-07-27 15:02:46,587 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 12:32:51, time: 0.628, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3240, loss: 1.3240, grad_norm: 9.3563 2020-07-27 15:03:00,796 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 12:32:37, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3771, loss: 1.3771, grad_norm: 9.6833 2020-07-27 15:03:13,734 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 12:32:23, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2957, loss: 1.2957, grad_norm: 9.0917 2020-07-27 15:03:26,188 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 12:32:09, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.8784 2020-07-27 15:03:39,317 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 12:31:55, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2615, loss: 1.2615, grad_norm: 9.1820 2020-07-27 15:03:52,585 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 12:31:41, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2110, loss: 1.2110, grad_norm: 8.3983 2020-07-27 15:04:06,149 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 12:31:27, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2266, loss: 1.2266, grad_norm: 9.1307 2020-07-27 15:04:19,547 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 12:31:13, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1528, loss: 1.1528, grad_norm: 8.7400 2020-07-27 15:04:32,333 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 12:30:59, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.7815 2020-07-27 15:04:45,535 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 12:30:45, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2839, loss: 1.2839, grad_norm: 9.0605 2020-07-27 15:04:58,311 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 12:30:31, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.7012 2020-07-27 15:05:11,293 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 12:30:17, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1918, loss: 1.1918, grad_norm: 8.6237 2020-07-27 15:05:24,568 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 12:30:03, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8891, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.6255 2020-07-27 15:05:36,756 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 12:29:49, time: 0.607, data_time: 0.011, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1494, loss: 1.1494, grad_norm: 8.7434 2020-07-27 15:05:48,949 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 12:29:35, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.9542 2020-07-27 15:06:02,115 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 12:29:21, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1922, loss: 1.1922, grad_norm: 8.8925 2020-07-27 15:06:14,383 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 12:29:07, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1590, loss: 1.1590, grad_norm: 8.6346 2020-07-27 15:06:28,157 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 12:28:53, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8852, loss_cls: 1.2471, loss: 1.2471, grad_norm: 9.0578 2020-07-27 15:06:40,454 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 12:28:39, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2529, loss: 1.2529, grad_norm: 9.0752 2020-07-27 15:06:54,139 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 12:28:25, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2464, loss: 1.2464, grad_norm: 9.0297 2020-07-27 15:07:07,215 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 12:28:11, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1287, loss: 1.1287, grad_norm: 8.7725 2020-07-27 15:07:20,123 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 12:27:57, time: 0.643, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2605, loss: 1.2605, grad_norm: 9.1207 2020-07-27 15:07:32,437 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 12:27:43, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.1646 2020-07-27 15:07:45,096 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 12:27:29, time: 0.633, data_time: 0.002, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2598, loss: 1.2598, grad_norm: 8.6905 2020-07-27 15:07:57,698 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 12:27:15, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.3079, loss: 1.3079, grad_norm: 9.2288 2020-07-27 15:08:10,270 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 12:27:01, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.2439 2020-07-27 15:08:25,248 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 12:26:48, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2945, loss: 1.2945, grad_norm: 8.9857 2020-07-27 15:08:38,271 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 12:26:34, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1700, loss: 1.1700, grad_norm: 8.5065 2020-07-27 15:08:51,891 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 12:26:20, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.9500 2020-07-27 15:09:04,511 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 12:26:06, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.2084, loss: 1.2084, grad_norm: 8.4111 2020-07-27 15:09:19,036 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 12:25:52, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.3090, loss: 1.3090, grad_norm: 9.2416 2020-07-27 15:09:31,759 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 12:25:38, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2115, loss: 1.2115, grad_norm: 8.7633 2020-07-27 15:09:44,331 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 12:25:24, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2541, loss: 1.2541, grad_norm: 9.0375 2020-07-27 15:09:56,575 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 12:25:10, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1813, loss: 1.1813, grad_norm: 8.7229 2020-07-27 15:10:09,392 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 12:24:56, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2291, loss: 1.2291, grad_norm: 8.9133 2020-07-27 15:10:21,698 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 12:24:42, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8906, loss_cls: 1.1333, loss: 1.1333, grad_norm: 8.3878 2020-07-27 15:10:35,271 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 12:24:28, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2026, loss: 1.2026, grad_norm: 8.8587 2020-07-27 15:10:49,532 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 12:24:14, time: 0.713, data_time: 0.002, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.7619 2020-07-27 15:11:02,974 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 12:24:00, time: 0.672, data_time: 0.002, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2039, loss: 1.2039, grad_norm: 8.8278 2020-07-27 15:11:16,100 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 12:23:46, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8492, loss_cls: 1.2936, loss: 1.2936, grad_norm: 8.9609 2020-07-27 15:11:29,727 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 12:23:32, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1517, loss: 1.1517, grad_norm: 8.9337 2020-07-27 15:11:43,253 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 12:23:19, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.6549 2020-07-27 15:11:56,804 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 12:23:05, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1293, loss: 1.1293, grad_norm: 8.6512 2020-07-27 15:12:09,352 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 12:22:51, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3574, loss: 1.3574, grad_norm: 9.1970 2020-07-27 15:12:21,966 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 12:22:37, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2447, loss: 1.2447, grad_norm: 9.0791 2020-07-27 15:12:34,323 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 12:22:23, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.9943 2020-07-27 15:12:48,877 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 12:22:09, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.0321 2020-07-27 15:13:02,437 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 12:21:55, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.8909 2020-07-27 15:13:14,805 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 12:21:41, time: 0.619, data_time: 0.003, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.6891 2020-07-27 15:13:27,146 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 12:21:27, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.9161 2020-07-27 15:13:40,926 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 12:21:13, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3155, loss: 1.3155, grad_norm: 9.1817 2020-07-27 15:13:54,673 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 12:20:59, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2107, loss: 1.2107, grad_norm: 8.9007 2020-07-27 15:14:06,894 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 12:20:45, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1982, loss: 1.1982, grad_norm: 8.6285 2020-07-27 15:14:19,190 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 12:20:31, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2090, loss: 1.2090, grad_norm: 8.7381 2020-07-27 15:14:32,220 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 12:20:17, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1954, loss: 1.1954, grad_norm: 8.6340 2020-07-27 15:14:45,661 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 12:20:03, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2505, loss: 1.2505, grad_norm: 8.8547 2020-07-27 15:14:58,083 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 12:19:49, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.3102, loss: 1.3102, grad_norm: 9.0578 2020-07-27 15:15:11,655 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 12:19:35, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.9163 2020-07-27 15:15:24,784 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 12:19:21, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1974, loss: 1.1974, grad_norm: 8.8274 2020-07-27 15:15:37,003 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 12:19:07, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.7771 2020-07-27 15:15:50,057 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 12:18:53, time: 0.657, data_time: 0.012, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3086, loss: 1.3086, grad_norm: 9.1111 2020-07-27 15:16:03,098 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 12:18:39, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1238, loss: 1.1238, grad_norm: 8.5713 2020-07-27 15:16:15,243 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 12:18:25, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1732, loss: 1.1732, grad_norm: 8.9818 2020-07-27 15:16:28,003 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 12:18:11, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.9383 2020-07-27 15:16:41,673 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 12:17:57, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2185, loss: 1.2185, grad_norm: 8.8147 2020-07-27 15:16:55,898 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 12:17:44, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2843, loss: 1.2843, grad_norm: 9.0357 2020-07-27 15:17:07,927 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 12:17:29, time: 0.604, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1373, loss: 1.1373, grad_norm: 8.6199 2020-07-27 15:17:20,613 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 12:17:15, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2588, loss: 1.2588, grad_norm: 9.0680 2020-07-27 15:17:33,366 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 12:17:01, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.6970 2020-07-27 15:17:45,823 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 12:16:47, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.3378, loss: 1.3378, grad_norm: 9.2977 2020-07-27 15:17:58,094 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 12:16:33, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.9590 2020-07-27 15:18:10,619 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 12:16:19, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.2739 2020-07-27 15:18:24,134 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 12:16:05, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.0595 2020-07-27 15:18:36,556 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 12:15:51, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.3517 2020-07-27 15:18:49,448 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 12:15:37, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1873, loss: 1.1873, grad_norm: 8.6571 2020-07-27 15:19:02,135 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 12:15:23, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.1618 2020-07-27 15:19:16,109 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 12:15:09, time: 0.702, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.0417 2020-07-27 15:19:29,277 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 12:14:55, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.0130 2020-07-27 15:19:41,491 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 12:14:41, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8930, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.9063 2020-07-27 15:19:52,977 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-07-27 15:20:22,255 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 12:14:16, time: 1.392, data_time: 0.780, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.1959, loss: 1.1959, grad_norm: 8.5614 2020-07-27 15:20:34,469 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 12:14:02, time: 0.610, data_time: 0.002, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1543, loss: 1.1543, grad_norm: 8.8002 2020-07-27 15:20:47,160 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 12:13:48, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.1185 2020-07-27 15:20:59,665 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 12:13:34, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2336, loss: 1.2336, grad_norm: 8.6621 2020-07-27 15:21:13,951 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 12:13:20, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1635, loss: 1.1635, grad_norm: 8.9984 2020-07-27 15:21:27,464 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 12:13:06, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8727, loss_cls: 1.2112, loss: 1.2112, grad_norm: 8.8128 2020-07-27 15:21:40,204 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 12:12:52, time: 0.635, data_time: 0.004, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.7803 2020-07-27 15:21:53,136 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 12:12:38, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1430, loss: 1.1430, grad_norm: 8.5139 2020-07-27 15:22:06,956 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 12:12:25, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8875, loss_cls: 1.1093, loss: 1.1093, grad_norm: 8.5827 2020-07-27 15:22:19,520 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 12:12:11, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.0264 2020-07-27 15:22:32,524 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 12:11:57, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.8720 2020-07-27 15:22:46,169 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 12:11:43, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8930, loss_cls: 1.1716, loss: 1.1716, grad_norm: 8.9889 2020-07-27 15:22:58,759 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 12:11:29, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2349, loss: 1.2349, grad_norm: 8.9883 2020-07-27 15:23:11,425 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 12:11:15, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.8260 2020-07-27 15:23:23,896 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 12:11:01, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.7928 2020-07-27 15:23:36,929 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 12:10:47, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1899, loss: 1.1899, grad_norm: 8.5315 2020-07-27 15:23:50,349 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 12:10:33, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.7272 2020-07-27 15:24:02,640 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 12:10:19, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.2606, loss: 1.2606, grad_norm: 9.1223 2020-07-27 15:24:14,984 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 12:10:05, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.0924 2020-07-27 15:24:27,496 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 12:09:51, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8828, loss_cls: 1.3214, loss: 1.3214, grad_norm: 9.6253 2020-07-27 15:24:40,711 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 12:09:37, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8648, loss_cls: 1.2458, loss: 1.2458, grad_norm: 9.0376 2020-07-27 15:24:54,113 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 12:09:23, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3002, loss: 1.3002, grad_norm: 9.3174 2020-07-27 15:25:06,352 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 12:09:09, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.5985 2020-07-27 15:25:18,602 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 12:08:55, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1601, loss: 1.1601, grad_norm: 8.5404 2020-07-27 15:25:31,754 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 12:08:41, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1738, loss: 1.1738, grad_norm: 8.4433 2020-07-27 15:25:44,085 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 12:08:27, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.0919, loss: 1.0919, grad_norm: 8.4538 2020-07-27 15:25:58,602 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 12:08:13, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.5164 2020-07-27 15:26:10,750 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 12:07:59, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2611, loss: 1.2611, grad_norm: 9.2061 2020-07-27 15:26:23,622 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 12:07:45, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.8339 2020-07-27 15:26:37,032 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 12:07:31, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3109, loss: 1.3109, grad_norm: 9.2446 2020-07-27 15:26:50,169 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 12:07:17, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.3154, loss: 1.3154, grad_norm: 9.0926 2020-07-27 15:27:02,593 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 12:07:03, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.7299 2020-07-27 15:27:16,796 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 12:06:49, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8883, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.9107 2020-07-27 15:27:29,579 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 12:06:35, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2037, loss: 1.2037, grad_norm: 8.8587 2020-07-27 15:27:42,684 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 12:06:21, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2723, loss: 1.2723, grad_norm: 9.0896 2020-07-27 15:27:54,888 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 12:06:07, time: 0.609, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.0589 2020-07-27 15:28:07,979 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 12:05:53, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1627, loss: 1.1627, grad_norm: 8.5227 2020-07-27 15:28:21,209 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 12:05:39, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.2139 2020-07-27 15:28:33,364 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 12:05:25, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.7686 2020-07-27 15:28:46,942 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 12:05:11, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2688, loss: 1.2688, grad_norm: 9.0143 2020-07-27 15:28:59,111 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 12:04:57, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8727, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.3658 2020-07-27 15:29:12,126 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 12:04:43, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.8266 2020-07-27 15:29:25,650 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 12:04:29, time: 0.676, data_time: 0.003, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.3886 2020-07-27 15:29:38,394 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 12:04:15, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.7325 2020-07-27 15:29:52,392 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 12:04:02, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.4734 2020-07-27 15:30:06,695 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 12:03:48, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.4299 2020-07-27 15:30:19,034 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 12:03:34, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.8337 2020-07-27 15:30:32,285 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 12:03:20, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2682, loss: 1.2682, grad_norm: 9.0700 2020-07-27 15:30:44,581 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 12:03:06, time: 0.619, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2072, loss: 1.2072, grad_norm: 8.9713 2020-07-27 15:30:57,313 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 12:02:52, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.8732 2020-07-27 15:31:10,143 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 12:02:38, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.1672 2020-07-27 15:31:22,610 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 12:02:24, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.8107 2020-07-27 15:31:34,889 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 12:02:10, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2252, loss: 1.2252, grad_norm: 8.6520 2020-07-27 15:31:47,289 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 12:01:56, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.1564 2020-07-27 15:31:59,659 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 12:01:41, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8742, loss_cls: 1.2085, loss: 1.2085, grad_norm: 8.6836 2020-07-27 15:32:12,452 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 12:01:27, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2518, loss: 1.2518, grad_norm: 9.0027 2020-07-27 15:32:24,860 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 12:01:13, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2076, loss: 1.2076, grad_norm: 8.8709 2020-07-27 15:32:38,160 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 12:00:59, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.3146 2020-07-27 15:32:52,980 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 12:00:46, time: 0.744, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2453, loss: 1.2453, grad_norm: 8.9699 2020-07-27 15:33:04,994 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 12:00:32, time: 0.601, data_time: 0.003, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.6649 2020-07-27 15:33:19,134 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 12:00:18, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1911, loss: 1.1911, grad_norm: 8.8297 2020-07-27 15:33:31,415 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 12:00:04, time: 0.617, data_time: 0.012, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.9886 2020-07-27 15:33:43,711 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 11:59:50, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2636, loss: 1.2636, grad_norm: 9.2697 2020-07-27 15:33:56,184 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 11:59:36, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.8876 2020-07-27 15:34:10,388 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 11:59:22, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.0625 2020-07-27 15:34:22,613 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 11:59:08, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.9076 2020-07-27 15:34:34,900 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 11:58:54, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.0661 2020-07-27 15:34:47,398 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 11:58:40, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.1099 2020-07-27 15:35:01,707 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 11:58:26, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.8376 2020-07-27 15:35:13,958 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 11:58:12, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.3115, loss: 1.3115, grad_norm: 9.3672 2020-07-27 15:35:27,645 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 11:57:58, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2850, loss: 1.2850, grad_norm: 9.1126 2020-07-27 15:35:40,363 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 11:57:44, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1214, loss: 1.1214, grad_norm: 8.8545 2020-07-27 15:35:54,325 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 11:57:30, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1539, loss: 1.1539, grad_norm: 8.7002 2020-07-27 15:36:06,455 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 11:57:16, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.0204 2020-07-27 15:36:18,741 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 11:57:02, time: 0.611, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2168, loss: 1.2168, grad_norm: 8.8102 2020-07-27 15:36:31,094 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 11:56:48, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.8643 2020-07-27 15:36:44,582 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 11:56:34, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1274, loss: 1.1274, grad_norm: 8.6842 2020-07-27 15:36:56,948 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 11:56:20, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2188, loss: 1.2188, grad_norm: 8.9769 2020-07-27 15:37:10,524 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 11:56:06, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.9743 2020-07-27 15:37:23,793 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 11:55:52, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.7746 2020-07-27 15:37:36,747 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 11:55:38, time: 0.648, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2442, loss: 1.2442, grad_norm: 9.1929 2020-07-27 15:37:49,345 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 11:55:24, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.1663, loss: 1.1663, grad_norm: 8.5852 2020-07-27 15:38:02,973 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 11:55:11, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2052, loss: 1.2052, grad_norm: 8.8797 2020-07-27 15:38:15,350 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 11:54:56, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8812, loss_cls: 1.1558, loss: 1.1558, grad_norm: 8.8128 2020-07-27 15:38:28,273 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 11:54:43, time: 0.650, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.8354 2020-07-27 15:38:40,674 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 11:54:28, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1296, loss: 1.1296, grad_norm: 8.6256 2020-07-27 15:38:53,978 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 11:54:15, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8828, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.8672 2020-07-27 15:39:06,184 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 11:54:00, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1775, loss: 1.1775, grad_norm: 8.6581 2020-07-27 15:39:19,755 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 11:53:47, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.6373 2020-07-27 15:39:33,036 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 11:53:33, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2307, loss: 1.2307, grad_norm: 8.9071 2020-07-27 15:39:46,308 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 11:53:19, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2396, loss: 1.2396, grad_norm: 8.8403 2020-07-27 15:39:59,011 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 11:53:05, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.8406 2020-07-27 15:40:12,407 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 11:52:51, time: 0.672, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.0680 2020-07-27 15:40:25,636 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 11:52:37, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1784, loss: 1.1784, grad_norm: 8.9911 2020-07-27 15:40:38,935 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 11:52:23, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1231, loss: 1.1231, grad_norm: 8.5025 2020-07-27 15:40:52,110 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 11:52:09, time: 0.658, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1837, loss: 1.1837, grad_norm: 8.9200 2020-07-27 15:41:04,535 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 11:51:55, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1384, loss: 1.1384, grad_norm: 8.5671 2020-07-27 15:41:17,884 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 11:51:41, time: 0.670, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1417, loss: 1.1417, grad_norm: 8.7298 2020-07-27 15:41:30,721 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 11:51:27, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.7421 2020-07-27 15:41:43,118 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 11:51:13, time: 0.623, data_time: 0.013, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.6462 2020-07-27 15:41:56,642 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 11:50:59, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.7921 2020-07-27 15:42:08,920 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 11:50:45, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.8784 2020-07-27 15:42:21,261 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 11:50:31, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1260, loss: 1.1260, grad_norm: 8.4792 2020-07-27 15:42:33,690 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 11:50:17, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2412, loss: 1.2412, grad_norm: 9.1382 2020-07-27 15:42:47,914 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 11:50:03, time: 0.708, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.2164, loss: 1.2164, grad_norm: 8.8541 2020-07-27 15:43:00,113 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 11:49:49, time: 0.613, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.0630 2020-07-27 15:43:12,665 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 11:49:35, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.1911, loss: 1.1911, grad_norm: 9.0072 2020-07-27 15:43:25,341 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 11:49:21, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2455, loss: 1.2455, grad_norm: 9.0664 2020-07-27 15:43:38,228 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 11:49:07, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1853, loss: 1.1853, grad_norm: 8.7287 2020-07-27 15:43:51,559 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 11:48:53, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2183, loss: 1.2183, grad_norm: 8.9962 2020-07-27 15:44:04,347 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 11:48:39, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.6461 2020-07-27 15:44:16,716 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 11:48:25, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.2194 2020-07-27 15:44:29,751 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 11:48:11, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.9146 2020-07-27 15:44:44,500 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 11:47:58, time: 0.738, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.6808 2020-07-27 15:44:57,673 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 11:47:44, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.8832 2020-07-27 15:45:09,924 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 11:47:30, time: 0.615, data_time: 0.012, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.0830 2020-07-27 15:45:23,187 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 11:47:16, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2426, loss: 1.2426, grad_norm: 8.9166 2020-07-27 15:45:35,309 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 11:47:02, time: 0.606, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2670, loss: 1.2670, grad_norm: 9.1893 2020-07-27 15:45:48,830 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 11:46:48, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2083, loss: 1.2083, grad_norm: 9.1419 2020-07-27 15:46:01,324 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 11:46:34, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2725, loss: 1.2725, grad_norm: 9.0815 2020-07-27 15:46:14,518 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 11:46:20, time: 0.657, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8609, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.9125 2020-07-27 15:46:27,606 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 11:46:06, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2679, loss: 1.2679, grad_norm: 9.1108 2020-07-27 15:46:40,449 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 11:45:52, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2692, loss: 1.2692, grad_norm: 9.0098 2020-07-27 15:46:52,595 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 11:45:38, time: 0.614, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.6453 2020-07-27 15:47:05,309 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 11:45:24, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.8729 2020-07-27 15:47:18,267 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 11:45:10, time: 0.651, data_time: 0.011, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.7375 2020-07-27 15:47:31,189 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 11:44:56, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2751, loss: 1.2751, grad_norm: 9.1802 2020-07-27 15:47:44,677 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 11:44:42, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2655, loss: 1.2655, grad_norm: 8.9469 2020-07-27 15:47:56,960 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 11:44:28, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0984, loss: 1.0984, grad_norm: 8.7849 2020-07-27 15:48:09,271 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 11:44:14, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8914, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.1458 2020-07-27 15:48:23,026 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 11:44:00, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.0359 2020-07-27 15:48:35,258 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 11:43:46, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0846, loss: 1.0846, grad_norm: 8.6874 2020-07-27 15:48:47,523 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 11:43:32, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2255, loss: 1.2255, grad_norm: 9.0932 2020-07-27 15:48:59,854 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 11:43:18, time: 0.620, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2149, loss: 1.2149, grad_norm: 9.1156 2020-07-27 15:49:12,427 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 11:43:04, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1439, loss: 1.1439, grad_norm: 8.5408 2020-07-27 15:49:25,225 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 11:42:50, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.7252 2020-07-27 15:49:37,635 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 11:42:36, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.1132 2020-07-27 15:49:51,142 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 11:42:22, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.9931 2020-07-27 15:50:04,545 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 11:42:08, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.9229 2020-07-27 15:50:17,951 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 11:41:54, time: 0.670, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.8960 2020-07-27 15:50:32,125 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 11:41:40, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8797, loss_cls: 1.2445, loss: 1.2445, grad_norm: 8.9857 2020-07-27 15:50:44,489 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 11:41:26, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2241, loss: 1.2241, grad_norm: 8.9756 2020-07-27 15:50:57,862 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 11:41:13, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1846, loss: 1.1846, grad_norm: 8.6966 2020-07-27 15:51:10,663 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 11:40:59, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.9229 2020-07-27 15:51:24,069 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 11:40:45, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2491, loss: 1.2491, grad_norm: 9.0064 2020-07-27 15:51:36,827 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 11:40:31, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2663, loss: 1.2663, grad_norm: 9.0052 2020-07-27 15:51:49,646 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 11:40:17, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.9880 2020-07-27 15:52:02,611 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 11:40:03, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1345, loss: 1.1345, grad_norm: 8.7637 2020-07-27 15:52:16,535 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 11:39:49, time: 0.698, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.0245 2020-07-27 15:52:30,283 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 11:39:35, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2149, loss: 1.2149, grad_norm: 9.0176 2020-07-27 15:52:43,087 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 11:39:21, time: 0.642, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.8184 2020-07-27 15:52:57,270 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 11:39:07, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.2202 2020-07-27 15:53:09,317 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 11:38:53, time: 0.605, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2563, loss: 1.2563, grad_norm: 9.1891 2020-07-27 15:53:21,758 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 11:38:39, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2537, loss: 1.2537, grad_norm: 9.1437 2020-07-27 15:53:34,218 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 11:38:25, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.9869 2020-07-27 15:53:47,445 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 11:38:11, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8820, loss_cls: 1.1951, loss: 1.1951, grad_norm: 9.2033 2020-07-27 15:54:00,303 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 11:37:57, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2695, loss: 1.2695, grad_norm: 8.9747 2020-07-27 15:54:12,903 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 11:37:43, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1154, loss: 1.1154, grad_norm: 8.6876 2020-07-27 15:54:25,860 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 11:37:29, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2596, loss: 1.2596, grad_norm: 8.9727 2020-07-27 15:54:39,884 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 11:37:16, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1926, loss: 1.1926, grad_norm: 8.9316 2020-07-27 15:54:52,149 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 11:37:02, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.7897 2020-07-27 15:55:04,878 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 11:36:48, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2016, loss: 1.2016, grad_norm: 8.8084 2020-07-27 15:55:17,588 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 11:36:34, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.8536 2020-07-27 15:55:30,932 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 11:36:20, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2314, loss: 1.2314, grad_norm: 9.0739 2020-07-27 15:55:44,232 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 11:36:06, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1830, loss: 1.1830, grad_norm: 8.9213 2020-07-27 15:55:57,131 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 11:35:52, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.7191 2020-07-27 15:56:09,829 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 11:35:38, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1963, loss: 1.1963, grad_norm: 8.7535 2020-07-27 15:56:23,620 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 11:35:24, time: 0.692, data_time: 0.011, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1370, loss: 1.1370, grad_norm: 8.9709 2020-07-27 15:56:36,293 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 11:35:10, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2099, loss: 1.2099, grad_norm: 8.7969 2020-07-27 15:56:50,236 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 11:34:56, time: 0.701, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.0159 2020-07-27 15:57:02,978 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 11:34:42, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.8705 2020-07-27 15:57:15,335 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 11:34:28, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.1147 2020-07-27 15:57:28,443 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 11:34:14, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2330, loss: 1.2330, grad_norm: 8.7799 2020-07-27 15:57:40,787 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 11:34:00, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.0012 2020-07-27 15:57:53,746 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 11:33:46, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2041, loss: 1.2041, grad_norm: 8.7870 2020-07-27 15:58:06,400 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 11:33:32, time: 0.636, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.7118 2020-07-27 15:58:19,990 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 11:33:18, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.2236, loss: 1.2236, grad_norm: 9.1868 2020-07-27 15:58:32,882 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 11:33:05, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.9792 2020-07-27 15:58:45,286 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 11:32:50, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2044, loss: 1.2044, grad_norm: 8.8961 2020-07-27 15:58:58,426 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 11:32:37, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.9991 2020-07-27 15:59:11,009 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 11:32:23, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.3003, loss: 1.3003, grad_norm: 9.1225 2020-07-27 15:59:25,403 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 11:32:09, time: 0.724, data_time: 0.011, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.8818 2020-07-27 15:59:39,462 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 11:31:55, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.5100 2020-07-27 15:59:52,266 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 11:31:41, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.9562 2020-07-27 16:00:09,894 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 11:31:28, time: 0.870, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.8523 2020-07-27 16:00:22,529 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 11:31:14, time: 0.644, data_time: 0.021, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2372, loss: 1.2372, grad_norm: 8.6760 2020-07-27 16:00:35,658 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 11:31:00, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1604, loss: 1.1604, grad_norm: 9.0034 2020-07-27 16:00:48,202 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-07-27 16:01:16,197 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 11:30:35, time: 1.318, data_time: 0.724, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1318, loss: 1.1318, grad_norm: 8.7154 2020-07-27 16:01:28,200 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 11:30:21, time: 0.600, data_time: 0.003, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.7811 2020-07-27 16:01:40,388 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 11:30:07, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1371, loss: 1.1371, grad_norm: 8.5940 2020-07-27 16:01:53,839 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 11:29:53, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.2038 2020-07-27 16:02:07,563 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 11:29:39, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.7783 2020-07-27 16:02:19,971 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 11:29:25, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1926, loss: 1.1926, grad_norm: 8.9415 2020-07-27 16:02:32,603 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 11:29:11, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.9649 2020-07-27 16:02:46,533 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 11:28:57, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.1552 2020-07-27 16:02:58,933 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 11:28:43, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8883, loss_cls: 1.1885, loss: 1.1885, grad_norm: 8.8823 2020-07-27 16:03:11,817 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 11:28:29, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1789, loss: 1.1789, grad_norm: 8.8905 2020-07-27 16:03:24,812 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 11:28:15, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2639, loss: 1.2639, grad_norm: 9.0897 2020-07-27 16:03:38,874 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 11:28:01, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1545, loss: 1.1545, grad_norm: 8.7216 2020-07-27 16:03:51,062 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 11:27:47, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2277, loss: 1.2277, grad_norm: 8.7570 2020-07-27 16:04:03,950 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 11:27:33, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.8937 2020-07-27 16:04:16,919 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 11:27:19, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.8842 2020-07-27 16:04:30,269 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 11:27:06, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.0635 2020-07-27 16:04:42,625 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 11:26:51, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2196, loss: 1.2196, grad_norm: 8.8400 2020-07-27 16:04:54,934 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 11:26:37, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2974, loss: 1.2974, grad_norm: 8.8570 2020-07-27 16:05:07,669 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 11:26:23, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2545, loss: 1.2545, grad_norm: 9.1770 2020-07-27 16:05:21,231 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 11:26:10, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.9155 2020-07-27 16:05:34,705 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 11:25:56, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1863, loss: 1.1863, grad_norm: 8.6753 2020-07-27 16:05:46,792 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 11:25:42, time: 0.601, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.3096 2020-07-27 16:06:00,989 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 11:25:28, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.3825 2020-07-27 16:06:13,155 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 11:25:14, time: 0.606, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2731, loss: 1.2731, grad_norm: 9.3119 2020-07-27 16:06:27,482 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 11:25:00, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.7806 2020-07-27 16:06:40,158 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 11:24:46, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2917, loss: 1.2917, grad_norm: 9.2827 2020-07-27 16:06:53,546 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 11:24:32, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.1903 2020-07-27 16:07:06,617 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 11:24:18, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1788, loss: 1.1788, grad_norm: 8.7769 2020-07-27 16:07:20,101 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 11:24:04, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3832, loss: 1.3832, grad_norm: 9.4260 2020-07-27 16:07:33,182 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 11:23:51, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.9847 2020-07-27 16:07:45,741 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 11:23:37, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8562, loss_cls: 1.2851, loss: 1.2851, grad_norm: 8.8356 2020-07-27 16:07:58,320 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 11:23:23, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2242, loss: 1.2242, grad_norm: 8.9815 2020-07-27 16:08:11,644 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 11:23:09, time: 0.667, data_time: 0.003, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.8688 2020-07-27 16:08:24,106 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 11:22:55, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2265, loss: 1.2265, grad_norm: 9.2665 2020-07-27 16:08:36,559 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 11:22:41, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.7017 2020-07-27 16:08:50,256 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 11:22:27, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2534, loss: 1.2534, grad_norm: 9.0677 2020-07-27 16:09:02,500 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 11:22:13, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1650, loss: 1.1650, grad_norm: 8.5154 2020-07-27 16:09:15,572 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 11:21:59, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.1626 2020-07-27 16:09:30,155 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 11:21:45, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2480, loss: 1.2480, grad_norm: 8.9737 2020-07-27 16:09:42,314 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 11:21:31, time: 0.605, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.7518 2020-07-27 16:09:56,454 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 11:21:17, time: 0.710, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.1312 2020-07-27 16:10:09,113 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 11:21:03, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.8186 2020-07-27 16:10:21,860 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 11:20:49, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.9641 2020-07-27 16:10:35,789 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 11:20:36, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2485, loss: 1.2485, grad_norm: 8.9921 2020-07-27 16:10:47,792 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 11:20:21, time: 0.604, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.9828 2020-07-27 16:11:01,314 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 11:20:08, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.8325 2020-07-27 16:11:13,530 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 11:19:53, time: 0.611, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.9984 2020-07-27 16:11:26,176 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 11:19:39, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1874, loss: 1.1874, grad_norm: 8.8313 2020-07-27 16:11:39,288 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 11:19:26, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2531, loss: 1.2531, grad_norm: 9.0132 2020-07-27 16:11:53,876 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 11:19:12, time: 0.727, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.1694, loss: 1.1694, grad_norm: 8.9447 2020-07-27 16:12:07,060 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 11:18:58, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1994, loss: 1.1994, grad_norm: 8.9104 2020-07-27 16:12:20,379 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 11:18:44, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1328, loss: 1.1328, grad_norm: 8.2752 2020-07-27 16:12:32,503 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 11:18:30, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.7112 2020-07-27 16:12:45,063 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 11:18:16, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.8960 2020-07-27 16:12:57,364 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 11:18:02, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.1049 2020-07-27 16:13:09,943 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 11:17:48, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3231, loss: 1.3231, grad_norm: 9.3847 2020-07-27 16:13:24,006 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 11:17:34, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.7622 2020-07-27 16:13:37,534 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 11:17:20, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.8551 2020-07-27 16:13:49,864 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 11:17:06, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.9596 2020-07-27 16:14:03,336 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 11:16:52, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.9623 2020-07-27 16:14:17,471 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 11:16:39, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2052, loss: 1.2052, grad_norm: 8.9791 2020-07-27 16:14:29,763 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 11:16:25, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2428, loss: 1.2428, grad_norm: 8.9361 2020-07-27 16:14:42,143 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 11:16:11, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.9091 2020-07-27 16:14:56,539 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 11:15:57, time: 0.716, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2302, loss: 1.2302, grad_norm: 9.0874 2020-07-27 16:15:08,919 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 11:15:43, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.9783 2020-07-27 16:15:21,564 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 11:15:29, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2138, loss: 1.2138, grad_norm: 8.9588 2020-07-27 16:15:35,135 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 11:15:15, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8922, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.1291 2020-07-27 16:15:47,442 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 11:15:01, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.9223 2020-07-27 16:16:01,104 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 11:14:47, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.7552 2020-07-27 16:16:14,708 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 11:14:33, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.3007, loss: 1.3007, grad_norm: 9.3442 2020-07-27 16:16:26,865 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 11:14:19, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.1343 2020-07-27 16:16:40,353 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 11:14:05, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.8467 2020-07-27 16:16:54,318 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 11:13:52, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2372, loss: 1.2372, grad_norm: 9.1185 2020-07-27 16:17:06,865 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 11:13:38, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2730, loss: 1.2730, grad_norm: 9.0290 2020-07-27 16:17:19,130 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 11:13:24, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.1948, loss: 1.1948, grad_norm: 8.7182 2020-07-27 16:17:31,937 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 11:13:10, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.0819 2020-07-27 16:17:44,412 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 11:12:56, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.8218 2020-07-27 16:17:57,986 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 11:12:42, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.0276 2020-07-27 16:18:11,129 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 11:12:28, time: 0.661, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.9183 2020-07-27 16:18:23,658 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 11:12:14, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1722, loss: 1.1722, grad_norm: 9.0241 2020-07-27 16:18:36,202 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 11:12:00, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2299, loss: 1.2299, grad_norm: 8.9537 2020-07-27 16:18:50,236 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 11:11:46, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2263, loss: 1.2263, grad_norm: 9.1253 2020-07-27 16:19:02,472 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 11:11:32, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2696, loss: 1.2696, grad_norm: 9.1751 2020-07-27 16:19:16,508 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 11:11:18, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2373, loss: 1.2373, grad_norm: 8.9908 2020-07-27 16:19:29,437 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 11:11:04, time: 0.647, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.9306 2020-07-27 16:19:41,913 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 11:10:50, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.8838 2020-07-27 16:19:55,009 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 11:10:36, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2444, loss: 1.2444, grad_norm: 8.9494 2020-07-27 16:20:08,537 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 11:10:23, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.8030 2020-07-27 16:20:20,852 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 11:10:09, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.7771 2020-07-27 16:20:34,253 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 11:09:55, time: 0.671, data_time: 0.003, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2509, loss: 1.2509, grad_norm: 9.0928 2020-07-27 16:20:48,397 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 11:09:41, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8609, loss_cls: 1.2762, loss: 1.2762, grad_norm: 8.8914 2020-07-27 16:21:01,749 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 11:09:27, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.9841 2020-07-27 16:21:14,106 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 11:09:13, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.9298 2020-07-27 16:21:27,350 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 11:08:59, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.2869, loss: 1.2869, grad_norm: 9.4103 2020-07-27 16:21:40,520 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 11:08:45, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1421, loss: 1.1421, grad_norm: 8.7929 2020-07-27 16:21:52,791 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 11:08:31, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.2611, loss: 1.2611, grad_norm: 8.9522 2020-07-27 16:22:06,220 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 11:08:17, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1658, loss: 1.1658, grad_norm: 8.8331 2020-07-27 16:22:19,641 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 11:08:03, time: 0.673, data_time: 0.012, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1663, loss: 1.1663, grad_norm: 8.6888 2020-07-27 16:22:32,001 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 11:07:49, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2032, loss: 1.2032, grad_norm: 8.6529 2020-07-27 16:22:45,587 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 11:07:36, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1767, loss: 1.1767, grad_norm: 8.8555 2020-07-27 16:22:57,878 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 11:07:22, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.7140 2020-07-27 16:23:10,226 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 11:07:08, time: 0.618, data_time: 0.004, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2297, loss: 1.2297, grad_norm: 9.1597 2020-07-27 16:23:22,822 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 11:06:54, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.2982, loss: 1.2982, grad_norm: 9.3949 2020-07-27 16:23:35,149 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 11:06:39, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3129, loss: 1.3129, grad_norm: 9.2434 2020-07-27 16:23:47,703 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 11:06:25, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.2652 2020-07-27 16:24:01,048 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 11:06:12, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2561, loss: 1.2561, grad_norm: 9.2303 2020-07-27 16:24:13,706 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 11:05:58, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2168, loss: 1.2168, grad_norm: 9.2026 2020-07-27 16:24:27,008 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 11:05:44, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.0014 2020-07-27 16:24:39,512 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 11:05:30, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.9648 2020-07-27 16:24:53,349 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 11:05:16, time: 0.693, data_time: 0.003, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.2555, loss: 1.2555, grad_norm: 9.0095 2020-07-27 16:25:06,076 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 11:05:02, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2837, loss: 1.2837, grad_norm: 8.8649 2020-07-27 16:25:18,661 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 11:04:48, time: 0.632, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.1186 2020-07-27 16:25:32,838 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 11:04:34, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.7536 2020-07-27 16:25:45,385 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 11:04:20, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.8669 2020-07-27 16:25:57,824 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 11:04:06, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.6279 2020-07-27 16:26:11,511 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 11:03:52, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.8671 2020-07-27 16:26:24,008 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 11:03:38, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.9644 2020-07-27 16:26:36,864 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 11:03:24, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1963, loss: 1.1963, grad_norm: 8.9023 2020-07-27 16:26:50,037 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 11:03:11, time: 0.656, data_time: 0.004, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1362, loss: 1.1362, grad_norm: 8.4990 2020-07-27 16:27:04,408 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 11:02:57, time: 0.721, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1751, loss: 1.1751, grad_norm: 8.7140 2020-07-27 16:27:17,129 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 11:02:43, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.0696 2020-07-27 16:27:30,110 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 11:02:29, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2456, loss: 1.2456, grad_norm: 9.2475 2020-07-27 16:27:43,455 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 11:02:15, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2424, loss: 1.2424, grad_norm: 9.0987 2020-07-27 16:27:56,751 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 11:02:01, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.8389 2020-07-27 16:28:10,573 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 11:01:47, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3102, loss: 1.3102, grad_norm: 9.4596 2020-07-27 16:28:23,364 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 11:01:33, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8734, loss_cls: 1.2091, loss: 1.2091, grad_norm: 8.9232 2020-07-27 16:28:36,298 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 11:01:20, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.1212 2020-07-27 16:28:49,221 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 11:01:06, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.9283 2020-07-27 16:29:02,055 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 11:00:52, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.3112 2020-07-27 16:29:15,253 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 11:00:38, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.0066 2020-07-27 16:29:27,660 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 11:00:24, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3199, loss: 1.3199, grad_norm: 9.3703 2020-07-27 16:29:40,300 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 11:00:10, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.9412 2020-07-27 16:29:53,878 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 10:59:56, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1098, loss: 1.1098, grad_norm: 8.7055 2020-07-27 16:30:06,153 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 10:59:42, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.7586 2020-07-27 16:30:20,298 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 10:59:28, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.2424 2020-07-27 16:30:32,570 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 10:59:14, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1297, loss: 1.1297, grad_norm: 8.7523 2020-07-27 16:30:46,327 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 10:59:00, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1731, loss: 1.1731, grad_norm: 8.6850 2020-07-27 16:30:59,534 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 10:58:46, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.0860 2020-07-27 16:31:12,052 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 10:58:32, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.9121 2020-07-27 16:31:24,938 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 10:58:18, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.5742 2020-07-27 16:31:38,210 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 10:58:05, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.0667 2020-07-27 16:31:50,913 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 10:57:51, time: 0.635, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.8870 2020-07-27 16:32:03,396 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 10:57:37, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.0535 2020-07-27 16:32:16,152 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 10:57:23, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.1916 2020-07-27 16:32:29,281 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 10:57:09, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.1004 2020-07-27 16:32:41,893 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 10:56:55, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1387, loss: 1.1387, grad_norm: 8.7407 2020-07-27 16:32:55,837 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 10:56:41, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.8759 2020-07-27 16:33:08,533 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 10:56:27, time: 0.642, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.2057, loss: 1.2057, grad_norm: 8.9577 2020-07-27 16:33:21,613 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 10:56:13, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.1317 2020-07-27 16:33:34,180 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 10:55:59, time: 0.632, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2076, loss: 1.2076, grad_norm: 8.7359 2020-07-27 16:33:47,981 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 10:55:45, time: 0.690, data_time: 0.012, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.7394 2020-07-27 16:34:00,286 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 10:55:31, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3067, loss: 1.3067, grad_norm: 9.3839 2020-07-27 16:34:13,370 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 10:55:17, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.9931 2020-07-27 16:34:25,840 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 10:55:03, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.9295 2020-07-27 16:34:38,384 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 10:54:49, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.8328 2020-07-27 16:34:51,303 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 10:54:35, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1321, loss: 1.1321, grad_norm: 8.6300 2020-07-27 16:35:04,745 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 10:54:21, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1625, loss: 1.1625, grad_norm: 8.7121 2020-07-27 16:35:17,387 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 10:54:08, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.6604 2020-07-27 16:35:31,122 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 10:53:54, time: 0.684, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2463, loss: 1.2463, grad_norm: 9.1031 2020-07-27 16:35:44,736 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 10:53:40, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1320, loss: 1.1320, grad_norm: 8.8673 2020-07-27 16:35:58,365 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 10:53:26, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1622, loss: 1.1622, grad_norm: 8.8065 2020-07-27 16:36:10,482 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 10:53:12, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2460, loss: 1.2460, grad_norm: 8.8015 2020-07-27 16:36:23,667 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 10:52:58, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.9894 2020-07-27 16:36:36,145 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 10:52:44, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8789, loss_cls: 1.1776, loss: 1.1776, grad_norm: 8.7896 2020-07-27 16:36:49,706 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 10:52:30, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3208, loss: 1.3208, grad_norm: 9.0262 2020-07-27 16:37:03,118 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 10:52:16, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.8899 2020-07-27 16:37:16,058 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 10:52:03, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1814, loss: 1.1814, grad_norm: 8.7194 2020-07-27 16:37:30,019 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 10:51:49, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2180, loss: 1.2180, grad_norm: 8.9481 2020-07-27 16:37:42,296 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 10:51:35, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1892, loss: 1.1892, grad_norm: 8.7790 2020-07-27 16:37:54,894 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 10:51:21, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2501, loss: 1.2501, grad_norm: 9.1984 2020-07-27 16:38:08,892 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 10:51:07, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.2710, loss: 1.2710, grad_norm: 9.4642 2020-07-27 16:38:21,637 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 10:50:53, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2690, loss: 1.2690, grad_norm: 9.0183 2020-07-27 16:38:35,131 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 10:50:39, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2925, loss: 1.2925, grad_norm: 9.2183 2020-07-27 16:38:47,518 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 10:50:25, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1988, loss: 1.1988, grad_norm: 8.6407 2020-07-27 16:38:59,907 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 10:50:11, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.2163, loss: 1.2163, grad_norm: 9.3949 2020-07-27 16:39:12,487 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 10:49:57, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2577, loss: 1.2577, grad_norm: 9.0256 2020-07-27 16:39:25,064 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 10:49:43, time: 0.629, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.9478 2020-07-27 16:39:37,807 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 10:49:29, time: 0.637, data_time: 0.002, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.0738, loss: 1.0738, grad_norm: 8.6852 2020-07-27 16:39:51,660 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 10:49:15, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.8559 2020-07-27 16:40:04,153 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 10:49:01, time: 0.627, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.0246 2020-07-27 16:40:17,256 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 10:48:47, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1757, loss: 1.1757, grad_norm: 8.7998 2020-07-27 16:40:29,620 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 10:48:33, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1505, loss: 1.1505, grad_norm: 8.7769 2020-07-27 16:40:43,131 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 10:48:20, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.1524 2020-07-27 16:40:55,655 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 10:48:06, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2998, loss: 1.2998, grad_norm: 9.3416 2020-07-27 16:41:08,989 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 10:47:52, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2652, loss: 1.2652, grad_norm: 9.1715 2020-07-27 16:41:22,591 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 10:47:38, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.7475 2020-07-27 16:41:35,714 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 10:47:24, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1804, loss: 1.1804, grad_norm: 8.8060 2020-07-27 16:41:46,530 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-27 16:42:07,299 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 10:46:57, time: 0.962, data_time: 0.360, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2338, loss: 1.2338, grad_norm: 8.8128 2020-07-27 16:42:19,757 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 10:46:43, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2067, loss: 1.2067, grad_norm: 8.9623 2020-07-27 16:42:32,094 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 10:46:29, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.9705 2020-07-27 16:42:45,558 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 10:46:16, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2470, loss: 1.2470, grad_norm: 9.0317 2020-07-27 16:42:58,595 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 10:46:02, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.0762 2020-07-27 16:43:11,424 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 10:45:48, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.0645 2020-07-27 16:43:23,919 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 10:45:34, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1629, loss: 1.1629, grad_norm: 8.8963 2020-07-27 16:43:37,420 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 10:45:20, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.6561 2020-07-27 16:43:50,494 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 10:45:06, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1935, loss: 1.1935, grad_norm: 9.0282 2020-07-27 16:44:04,058 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 10:44:52, time: 0.680, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.1014, loss: 1.1014, grad_norm: 8.8312 2020-07-27 16:44:16,574 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 10:44:38, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2773, loss: 1.2773, grad_norm: 9.1403 2020-07-27 16:44:30,848 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 10:44:24, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.3109, loss: 1.3109, grad_norm: 9.3374 2020-07-27 16:44:43,563 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 10:44:10, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.2046, loss: 1.2046, grad_norm: 8.7420 2020-07-27 16:44:55,823 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 10:43:56, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.2693 2020-07-27 16:45:09,203 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 10:43:43, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.1341 2020-07-27 16:45:22,798 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 10:43:29, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8898, loss_cls: 1.1852, loss: 1.1852, grad_norm: 8.9346 2020-07-27 16:45:36,123 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 10:43:15, time: 0.667, data_time: 0.002, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.2056, loss: 1.2056, grad_norm: 8.7830 2020-07-27 16:45:49,103 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 10:43:01, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8664, loss_cls: 1.2586, loss: 1.2586, grad_norm: 9.0050 2020-07-27 16:46:02,314 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 10:42:47, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.2306, loss: 1.2306, grad_norm: 8.9630 2020-07-27 16:46:15,352 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 10:42:33, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1105, loss: 1.1105, grad_norm: 8.5663 2020-07-27 16:46:28,327 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 10:42:19, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1818, loss: 1.1818, grad_norm: 8.8794 2020-07-27 16:46:42,312 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 10:42:05, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.0806 2020-07-27 16:46:54,848 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 10:41:52, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.8130 2020-07-27 16:47:07,137 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 10:41:37, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.0613 2020-07-27 16:47:20,224 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 10:41:24, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1634, loss: 1.1634, grad_norm: 8.6152 2020-07-27 16:47:32,582 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 10:41:10, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.2390 2020-07-27 16:47:45,191 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 10:40:56, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8625, loss_cls: 1.2837, loss: 1.2837, grad_norm: 8.8655 2020-07-27 16:47:59,105 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 10:40:42, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1403, loss: 1.1403, grad_norm: 8.7308 2020-07-27 16:48:11,112 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 10:40:28, time: 0.601, data_time: 0.004, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2168, loss: 1.2168, grad_norm: 8.9409 2020-07-27 16:48:24,448 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 10:40:14, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.0835 2020-07-27 16:48:37,381 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 10:40:00, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2755, loss: 1.2755, grad_norm: 9.1455 2020-07-27 16:48:50,481 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 10:39:46, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.1690, loss: 1.1690, grad_norm: 8.9779 2020-07-27 16:49:03,083 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 10:39:32, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.0235 2020-07-27 16:49:16,859 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 10:39:18, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8984, loss_cls: 1.1200, loss: 1.1200, grad_norm: 9.0047 2020-07-27 16:49:29,080 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 10:39:04, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.7164 2020-07-27 16:49:42,825 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 10:38:50, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1411, loss: 1.1411, grad_norm: 8.8769 2020-07-27 16:49:56,082 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 10:38:37, time: 0.665, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.0211 2020-07-27 16:50:08,665 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 10:38:23, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.3184 2020-07-27 16:50:21,985 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 10:38:09, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.0011 2020-07-27 16:50:34,299 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 10:37:55, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.1810, loss: 1.1810, grad_norm: 8.8500 2020-07-27 16:50:46,860 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 10:37:41, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1703, loss: 1.1703, grad_norm: 9.0427 2020-07-27 16:51:00,382 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 10:37:27, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.0873 2020-07-27 16:51:12,986 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 10:37:13, time: 0.634, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.0063 2020-07-27 16:51:27,226 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 10:36:59, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.0501 2020-07-27 16:51:40,447 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 10:36:45, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.1826 2020-07-27 16:51:53,529 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 10:36:31, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8641, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.9975 2020-07-27 16:52:06,505 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 10:36:17, time: 0.653, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.7378 2020-07-27 16:52:19,126 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 10:36:04, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2656, loss: 1.2656, grad_norm: 9.0472 2020-07-27 16:52:32,004 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 10:35:50, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1858, loss: 1.1858, grad_norm: 8.9418 2020-07-27 16:52:46,109 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 10:35:36, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2595, loss: 1.2595, grad_norm: 9.2951 2020-07-27 16:52:58,902 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 10:35:22, time: 0.640, data_time: 0.002, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1780, loss: 1.1780, grad_norm: 8.9567 2020-07-27 16:53:13,175 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 10:35:08, time: 0.711, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.1945 2020-07-27 16:53:25,595 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 10:34:54, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.1480, loss: 1.1480, grad_norm: 8.7934 2020-07-27 16:53:39,235 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 10:34:40, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.2078, loss: 1.2078, grad_norm: 8.9673 2020-07-27 16:53:51,908 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 10:34:26, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.6342 2020-07-27 16:54:05,952 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 10:34:13, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.9898 2020-07-27 16:54:18,849 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 10:33:59, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.1468 2020-07-27 16:54:31,280 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 10:33:45, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.8222 2020-07-27 16:54:43,945 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 10:33:31, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1940, loss: 1.1940, grad_norm: 8.9866 2020-07-27 16:54:57,372 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 10:33:17, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.4363 2020-07-27 16:55:10,836 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 10:33:03, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.3635 2020-07-27 16:55:23,391 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 10:32:49, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.2190 2020-07-27 16:55:38,051 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 10:32:35, time: 0.736, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.0851, loss: 1.0851, grad_norm: 8.4594 2020-07-27 16:55:51,569 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 10:32:22, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.0143 2020-07-27 16:56:04,107 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 10:32:08, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.9013 2020-07-27 16:56:17,772 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 10:31:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.0727 2020-07-27 16:56:30,388 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 10:31:40, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1494, loss: 1.1494, grad_norm: 8.7089 2020-07-27 16:56:43,824 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 10:31:26, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1726, loss: 1.1726, grad_norm: 8.9529 2020-07-27 16:56:57,853 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 10:31:12, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2636, loss: 1.2636, grad_norm: 9.1966 2020-07-27 16:57:10,095 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 10:30:58, time: 0.610, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1661, loss: 1.1661, grad_norm: 8.8751 2020-07-27 16:57:22,551 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 10:30:44, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.1062, loss: 1.1062, grad_norm: 8.9524 2020-07-27 16:57:36,887 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 10:30:31, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2112, loss: 1.2112, grad_norm: 8.6722 2020-07-27 16:57:49,377 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 10:30:17, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2379, loss: 1.2379, grad_norm: 9.3039 2020-07-27 16:58:02,524 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 10:30:03, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.1058 2020-07-27 16:58:15,040 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 10:29:49, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 8.9798 2020-07-27 16:58:29,575 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 10:29:35, time: 0.723, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.0670 2020-07-27 16:58:41,890 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 10:29:21, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.7416 2020-07-27 16:58:55,363 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 10:29:07, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1694, loss: 1.1694, grad_norm: 8.9357 2020-07-27 16:59:08,956 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 10:28:53, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.2814 2020-07-27 16:59:21,780 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 10:28:39, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2380, loss: 1.2380, grad_norm: 8.9270 2020-07-27 16:59:35,442 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 10:28:26, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.2920 2020-07-27 16:59:48,420 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 10:28:12, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.0912 2020-07-27 17:00:01,146 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 10:27:58, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.9674 2020-07-27 17:00:18,685 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 10:27:45, time: 0.852, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1343, loss: 1.1343, grad_norm: 8.8575 2020-07-27 17:00:32,389 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 10:27:31, time: 0.711, data_time: 0.067, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1712, loss: 1.1712, grad_norm: 8.8990 2020-07-27 17:00:45,769 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 10:27:17, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2375, loss: 1.2375, grad_norm: 9.2706 2020-07-27 17:00:58,238 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 10:27:03, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1568, loss: 1.1568, grad_norm: 8.7182 2020-07-27 17:01:10,680 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 10:26:49, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.1535 2020-07-27 17:01:24,419 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 10:26:35, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1712, loss: 1.1712, grad_norm: 8.6526 2020-07-27 17:01:38,298 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 10:26:21, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2619, loss: 1.2619, grad_norm: 9.1476 2020-07-27 17:01:50,935 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 10:26:08, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1663, loss: 1.1663, grad_norm: 8.9444 2020-07-27 17:02:04,678 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 10:25:54, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3243, loss: 1.3243, grad_norm: 9.3861 2020-07-27 17:02:17,155 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 10:25:40, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2499, loss: 1.2499, grad_norm: 9.2782 2020-07-27 17:02:29,936 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 10:25:26, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.2997 2020-07-27 17:02:43,057 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 10:25:12, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8875, loss_cls: 1.1258, loss: 1.1258, grad_norm: 8.7793 2020-07-27 17:02:56,030 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 10:24:58, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.0040 2020-07-27 17:03:09,263 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 10:24:44, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1937, loss: 1.1937, grad_norm: 8.8023 2020-07-27 17:03:21,666 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 10:24:30, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2785, loss: 1.2785, grad_norm: 9.2072 2020-07-27 17:03:36,344 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 10:24:16, time: 0.736, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8898, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.0682 2020-07-27 17:03:49,742 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 10:24:03, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.2097, loss: 1.2097, grad_norm: 8.9358 2020-07-27 17:04:01,975 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 10:23:49, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1576, loss: 1.1576, grad_norm: 8.6718 2020-07-27 17:04:14,853 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 10:23:35, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2094, loss: 1.2094, grad_norm: 8.9963 2020-07-27 17:04:27,515 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 10:23:21, time: 0.633, data_time: 0.003, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.2957, loss: 1.2957, grad_norm: 9.8158 2020-07-27 17:04:40,449 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 10:23:07, time: 0.647, data_time: 0.003, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2284, loss: 1.2284, grad_norm: 9.2489 2020-07-27 17:04:53,589 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 10:22:53, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.1094, loss: 1.1094, grad_norm: 8.6560 2020-07-27 17:05:06,508 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 10:22:39, time: 0.648, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.7778 2020-07-27 17:05:20,005 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 10:22:25, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.9686 2020-07-27 17:05:32,324 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 10:22:11, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.1608 2020-07-27 17:05:45,966 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 10:21:57, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.7152 2020-07-27 17:05:59,561 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 10:21:44, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8781, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.5424 2020-07-27 17:06:11,922 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 10:21:29, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.9652 2020-07-27 17:06:24,518 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 10:21:16, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2212, loss: 1.2212, grad_norm: 8.9081 2020-07-27 17:06:38,084 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 10:21:02, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.8330 2020-07-27 17:06:51,310 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 10:20:48, time: 0.664, data_time: 0.012, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.9906 2020-07-27 17:07:03,979 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 10:20:34, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.9509 2020-07-27 17:07:16,336 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 10:20:20, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.8677 2020-07-27 17:07:30,313 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 10:20:06, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.2402 2020-07-27 17:07:43,223 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 10:19:52, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.4010 2020-07-27 17:07:56,421 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 10:19:38, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.8686 2020-07-27 17:08:09,096 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 10:19:24, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.9719 2020-07-27 17:08:22,993 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 10:19:11, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1375, loss: 1.1375, grad_norm: 8.8405 2020-07-27 17:08:35,337 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 10:18:57, time: 0.617, data_time: 0.002, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8781, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.8797 2020-07-27 17:08:47,719 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 10:18:43, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2801, loss: 1.2801, grad_norm: 9.4908 2020-07-27 17:09:02,226 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 10:18:29, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.7083 2020-07-27 17:09:14,685 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 10:18:15, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.0411 2020-07-27 17:09:28,280 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 10:18:01, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2397, loss: 1.2397, grad_norm: 9.1636 2020-07-27 17:09:41,209 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 10:17:47, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.1620 2020-07-27 17:09:54,219 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 10:17:33, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.8332 2020-07-27 17:10:07,549 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 10:17:19, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 8.6432 2020-07-27 17:10:21,242 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 10:17:06, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.3553 2020-07-27 17:10:33,740 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 10:16:52, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.9779 2020-07-27 17:10:46,373 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 10:16:38, time: 0.631, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.8703 2020-07-27 17:11:00,497 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 10:16:24, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.9067 2020-07-27 17:11:13,050 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 10:16:10, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2319, loss: 1.2319, grad_norm: 8.9820 2020-07-27 17:11:26,176 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 10:15:56, time: 0.655, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.1556 2020-07-27 17:11:38,539 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 10:15:42, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1964, loss: 1.1964, grad_norm: 8.8628 2020-07-27 17:11:52,131 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 10:15:28, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.5404 2020-07-27 17:12:04,741 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 10:15:14, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.1732 2020-07-27 17:12:17,453 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 10:15:00, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.1321 2020-07-27 17:12:29,863 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 10:14:46, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7492, top5_acc: 0.8992, loss_cls: 1.0677, loss: 1.0677, grad_norm: 8.5877 2020-07-27 17:12:43,430 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 10:14:33, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.7762 2020-07-27 17:12:56,397 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 10:14:19, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.2468 2020-07-27 17:13:09,605 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 10:14:05, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.1410 2020-07-27 17:13:22,279 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 10:13:51, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2558, loss: 1.2558, grad_norm: 9.3025 2020-07-27 17:13:34,833 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 10:13:37, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2068, loss: 1.2068, grad_norm: 9.1327 2020-07-27 17:13:48,059 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 10:13:23, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2864, loss: 1.2864, grad_norm: 9.0794 2020-07-27 17:14:01,593 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 10:13:09, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1848, loss: 1.1848, grad_norm: 8.9654 2020-07-27 17:14:15,119 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 10:12:55, time: 0.680, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.7948 2020-07-27 17:14:27,542 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 10:12:41, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.8000 2020-07-27 17:14:40,058 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 10:12:27, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.2950, loss: 1.2950, grad_norm: 9.4870 2020-07-27 17:14:53,745 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 10:12:14, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.0771 2020-07-27 17:15:07,729 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 10:12:00, time: 0.702, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.9392 2020-07-27 17:15:20,156 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 10:11:46, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.1804 2020-07-27 17:15:33,781 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 10:11:32, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.1522 2020-07-27 17:15:47,135 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 10:11:18, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.2915 2020-07-27 17:16:00,454 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 10:11:04, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.0723 2020-07-27 17:16:13,715 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 10:10:50, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2810, loss: 1.2810, grad_norm: 9.3908 2020-07-27 17:16:27,253 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 10:10:37, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.9785 2020-07-27 17:16:39,645 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 10:10:23, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.7977 2020-07-27 17:16:52,817 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 10:10:09, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2366, loss: 1.2366, grad_norm: 9.2393 2020-07-27 17:17:05,645 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 10:09:55, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.9057 2020-07-27 17:17:18,965 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 10:09:41, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1012, loss: 1.1012, grad_norm: 8.4636 2020-07-27 17:17:32,602 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 10:09:27, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.1883 2020-07-27 17:17:45,825 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 10:09:13, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2927, loss: 1.2927, grad_norm: 9.3554 2020-07-27 17:17:58,506 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 10:08:59, time: 0.632, data_time: 0.012, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.2043 2020-07-27 17:18:12,276 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 10:08:46, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2553, loss: 1.2553, grad_norm: 9.3832 2020-07-27 17:18:24,720 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 10:08:32, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.1461 2020-07-27 17:18:37,237 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 10:08:18, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1501, loss: 1.1501, grad_norm: 8.9794 2020-07-27 17:18:50,964 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 10:08:04, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.1508 2020-07-27 17:19:04,121 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 10:07:50, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8789, loss_cls: 1.2717, loss: 1.2717, grad_norm: 9.1840 2020-07-27 17:19:16,714 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 10:07:36, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.1592 2020-07-27 17:19:29,493 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 10:07:22, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.9081 2020-07-27 17:19:42,142 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 10:07:08, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1170, loss: 1.1170, grad_norm: 8.7882 2020-07-27 17:19:54,712 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 10:06:54, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.1921, loss: 1.1921, grad_norm: 8.8828 2020-07-27 17:20:08,449 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 10:06:40, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.2563 2020-07-27 17:20:20,918 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 10:06:26, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.2535 2020-07-27 17:20:33,553 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 10:06:12, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.0981 2020-07-27 17:20:46,404 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 10:05:59, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.2286 2020-07-27 17:20:58,926 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 10:05:45, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1934, loss: 1.1934, grad_norm: 9.2420 2020-07-27 17:21:11,872 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 10:05:31, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.5375 2020-07-27 17:21:24,584 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 10:05:17, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1160, loss: 1.1160, grad_norm: 8.8505 2020-07-27 17:21:38,115 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 10:05:03, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.0676 2020-07-27 17:21:50,759 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 10:04:49, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.0369 2020-07-27 17:22:03,543 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 10:04:35, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.2669 2020-07-27 17:22:17,287 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 10:04:21, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.2588 2020-07-27 17:22:29,987 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 10:04:07, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.9016, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.0126 2020-07-27 17:22:43,398 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 10:03:53, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.2373, loss: 1.2373, grad_norm: 9.4764 2020-07-27 17:22:53,768 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-07-27 17:23:20,022 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 10:03:28, time: 1.147, data_time: 0.531, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.9521 2020-07-27 17:23:31,981 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 10:03:13, time: 0.599, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.2374 2020-07-27 17:23:44,854 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 10:03:00, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2378, loss: 1.2378, grad_norm: 9.2283 2020-07-27 17:23:58,636 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 10:02:46, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1939, loss: 1.1939, grad_norm: 8.9935 2020-07-27 17:24:11,032 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 10:02:32, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1716, loss: 1.1716, grad_norm: 8.7529 2020-07-27 17:24:24,312 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 10:02:18, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.2160, loss: 1.2160, grad_norm: 9.1400 2020-07-27 17:24:36,623 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 10:02:04, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.7188 2020-07-27 17:24:50,581 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 10:01:50, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1795, loss: 1.1795, grad_norm: 8.8672 2020-07-27 17:25:03,961 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 10:01:36, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2409, loss: 1.2409, grad_norm: 9.1920 2020-07-27 17:25:17,247 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 10:01:22, time: 0.664, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.0936 2020-07-27 17:25:29,482 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 10:01:08, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.1038 2020-07-27 17:25:42,133 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 10:00:55, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2665, loss: 1.2665, grad_norm: 9.0849 2020-07-27 17:25:56,136 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 10:00:41, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1500, loss: 1.1500, grad_norm: 8.9596 2020-07-27 17:26:08,861 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 10:00:27, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2599, loss: 1.2599, grad_norm: 9.4638 2020-07-27 17:26:21,888 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 10:00:13, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.2640 2020-07-27 17:26:34,889 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 9:59:59, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.0981 2020-07-27 17:26:47,236 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 9:59:45, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1638, loss: 1.1638, grad_norm: 8.7170 2020-07-27 17:27:00,275 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 9:59:31, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8820, loss_cls: 1.1543, loss: 1.1543, grad_norm: 8.8785 2020-07-27 17:27:13,635 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 9:59:17, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.7378 2020-07-27 17:27:26,927 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 9:59:03, time: 0.666, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.9848 2020-07-27 17:27:39,997 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 9:58:50, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2461, loss: 1.2461, grad_norm: 9.1837 2020-07-27 17:27:53,125 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 9:58:36, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.1582 2020-07-27 17:28:05,530 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 9:58:22, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2001, loss: 1.2001, grad_norm: 8.9115 2020-07-27 17:28:19,132 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 9:58:08, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2527, loss: 1.2527, grad_norm: 9.4397 2020-07-27 17:28:32,450 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 9:57:54, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1628, loss: 1.1628, grad_norm: 8.8370 2020-07-27 17:28:45,583 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 9:57:40, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3063, loss: 1.3063, grad_norm: 9.4015 2020-07-27 17:28:58,174 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 9:57:26, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.1346, loss: 1.1346, grad_norm: 8.7713 2020-07-27 17:29:10,851 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 9:57:12, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1468, loss: 1.1468, grad_norm: 8.9950 2020-07-27 17:29:24,827 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 9:56:59, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.9087 2020-07-27 17:29:37,662 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 9:56:45, time: 0.644, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.0585 2020-07-27 17:29:50,731 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 9:56:31, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.0224 2020-07-27 17:30:03,052 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 9:56:17, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2584, loss: 1.2584, grad_norm: 9.1938 2020-07-27 17:30:15,909 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 9:56:03, time: 0.643, data_time: 0.002, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2384, loss: 1.2384, grad_norm: 8.8428 2020-07-27 17:30:28,646 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 9:55:49, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1679, loss: 1.1679, grad_norm: 9.0548 2020-07-27 17:30:41,747 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 9:55:35, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2667, loss: 1.2667, grad_norm: 9.3745 2020-07-27 17:30:54,690 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 9:55:21, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2339, loss: 1.2339, grad_norm: 9.2019 2020-07-27 17:31:07,424 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 9:55:07, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.1121 2020-07-27 17:31:20,455 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 9:54:53, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.1266, loss: 1.1266, grad_norm: 8.9187 2020-07-27 17:31:34,485 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 9:54:40, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8797, loss_cls: 1.1171, loss: 1.1171, grad_norm: 8.3702 2020-07-27 17:31:46,639 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 9:54:25, time: 0.605, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2912, loss: 1.2912, grad_norm: 9.3262 2020-07-27 17:31:59,784 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 9:54:12, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1984, loss: 1.1984, grad_norm: 9.3467 2020-07-27 17:32:14,175 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 9:53:58, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2533, loss: 1.2533, grad_norm: 9.0841 2020-07-27 17:32:26,739 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 9:53:44, time: 0.636, data_time: 0.010, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1436, loss: 1.1436, grad_norm: 8.8216 2020-07-27 17:32:39,117 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 9:53:30, time: 0.619, data_time: 0.003, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2349, loss: 1.2349, grad_norm: 9.0596 2020-07-27 17:32:53,386 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 9:53:16, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1955, loss: 1.1955, grad_norm: 8.9147 2020-07-27 17:33:06,046 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 9:53:02, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1157, loss: 1.1157, grad_norm: 8.8821 2020-07-27 17:33:18,527 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 9:52:48, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.2884 2020-07-27 17:33:31,146 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 9:52:34, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.9619 2020-07-27 17:33:44,271 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 9:52:21, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.2846 2020-07-27 17:33:57,562 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 9:52:07, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2386, loss: 1.2386, grad_norm: 9.2065 2020-07-27 17:34:10,929 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 9:51:53, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8969, loss_cls: 1.0927, loss: 1.0927, grad_norm: 9.0036 2020-07-27 17:34:23,355 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 9:51:39, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.0619 2020-07-27 17:34:35,908 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 9:51:25, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.9762 2020-07-27 17:34:49,720 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 9:51:11, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.0318 2020-07-27 17:35:02,841 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 9:50:57, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.1996 2020-07-27 17:35:15,655 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 9:50:43, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.2253, loss: 1.2253, grad_norm: 9.2421 2020-07-27 17:35:29,579 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 9:50:30, time: 0.695, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1573, loss: 1.1573, grad_norm: 8.9817 2020-07-27 17:35:41,790 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 9:50:16, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8727, loss_cls: 1.1556, loss: 1.1556, grad_norm: 8.6787 2020-07-27 17:35:56,115 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 9:50:02, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8875, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.9694 2020-07-27 17:36:08,810 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 9:49:48, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2352, loss: 1.2352, grad_norm: 9.5506 2020-07-27 17:36:21,323 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 9:49:34, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1382, loss: 1.1382, grad_norm: 8.8277 2020-07-27 17:36:34,520 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 9:49:20, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.9024 2020-07-27 17:36:48,333 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 9:49:06, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2465, loss: 1.2465, grad_norm: 9.2858 2020-07-27 17:37:00,985 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 9:48:52, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1999, loss: 1.1999, grad_norm: 8.9554 2020-07-27 17:37:13,524 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 9:48:38, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.1954, loss: 1.1954, grad_norm: 8.9565 2020-07-27 17:37:26,814 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 9:48:25, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.3702 2020-07-27 17:37:39,619 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 9:48:11, time: 0.635, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2295, loss: 1.2295, grad_norm: 8.9577 2020-07-27 17:37:53,560 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 9:47:57, time: 0.702, data_time: 0.013, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.0491 2020-07-27 17:38:06,128 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 9:47:43, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3113, loss: 1.3113, grad_norm: 9.2069 2020-07-27 17:38:18,865 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 9:47:29, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1520, loss: 1.1520, grad_norm: 8.9804 2020-07-27 17:38:31,321 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 9:47:15, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.2797 2020-07-27 17:38:44,764 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 9:47:01, time: 0.674, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2876, loss: 1.2876, grad_norm: 9.3851 2020-07-27 17:38:58,893 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 9:46:48, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.1739 2020-07-27 17:39:11,128 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 9:46:34, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.3085, loss: 1.3085, grad_norm: 9.4869 2020-07-27 17:39:24,283 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 9:46:20, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.2090 2020-07-27 17:39:37,127 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 9:46:06, time: 0.646, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.1784 2020-07-27 17:39:50,869 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 9:45:52, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1510, loss: 1.1510, grad_norm: 8.8458 2020-07-27 17:40:04,195 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 9:45:38, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1454, loss: 1.1454, grad_norm: 8.9049 2020-07-27 17:40:16,411 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 9:45:24, time: 0.611, data_time: 0.002, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.8492 2020-07-27 17:40:29,651 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 9:45:10, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1197, loss: 1.1197, grad_norm: 9.1585 2020-07-27 17:40:42,224 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 9:44:56, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.2456 2020-07-27 17:40:55,342 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 9:44:42, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2392, loss: 1.2392, grad_norm: 9.2693 2020-07-27 17:41:08,197 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 9:44:29, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2683, loss: 1.2683, grad_norm: 9.1133 2020-07-27 17:41:20,959 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 9:44:15, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.8669 2020-07-27 17:41:34,401 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 9:44:01, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.0370 2020-07-27 17:41:49,050 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 9:43:47, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1273, loss: 1.1273, grad_norm: 9.0654 2020-07-27 17:42:02,385 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 9:43:33, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1580, loss: 1.1580, grad_norm: 8.7781 2020-07-27 17:42:14,988 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 9:43:19, time: 0.627, data_time: 0.010, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.2753 2020-07-27 17:42:27,243 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 9:43:05, time: 0.617, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.9469 2020-07-27 17:42:40,046 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 9:42:51, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8539, loss_cls: 1.2862, loss: 1.2862, grad_norm: 9.3283 2020-07-27 17:42:52,528 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 9:42:37, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2480, loss: 1.2480, grad_norm: 9.1956 2020-07-27 17:43:05,193 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 9:42:24, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2440, loss: 1.2440, grad_norm: 9.0603 2020-07-27 17:43:18,523 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 9:42:10, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.0717 2020-07-27 17:43:32,106 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 9:41:56, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.4464 2020-07-27 17:43:45,455 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 9:41:42, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.8757 2020-07-27 17:43:57,933 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 9:41:28, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1748, loss: 1.1748, grad_norm: 8.7737 2020-07-27 17:44:10,705 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 9:41:14, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.7031 2020-07-27 17:44:24,678 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 9:41:00, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.8450 2020-07-27 17:44:37,959 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 9:40:47, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.0693 2020-07-27 17:44:51,110 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 9:40:33, time: 0.658, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1637, loss: 1.1637, grad_norm: 8.9151 2020-07-27 17:45:04,156 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 9:40:19, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2909, loss: 1.2909, grad_norm: 9.1624 2020-07-27 17:45:17,248 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 9:40:05, time: 0.655, data_time: 0.002, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.7884 2020-07-27 17:45:29,987 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 9:39:51, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.0500 2020-07-27 17:45:42,628 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 9:39:37, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.8332 2020-07-27 17:45:56,109 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 9:39:23, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8867, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.8699 2020-07-27 17:46:08,866 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 9:39:09, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.0225 2020-07-27 17:46:21,633 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 9:38:55, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2687, loss: 1.2687, grad_norm: 9.3446 2020-07-27 17:46:35,486 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 9:38:42, time: 0.693, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.8565 2020-07-27 17:46:48,521 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 9:38:28, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2236, loss: 1.2236, grad_norm: 9.1080 2020-07-27 17:47:00,933 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 9:38:14, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.1484 2020-07-27 17:47:13,843 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 9:38:00, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1292, loss: 1.1292, grad_norm: 8.5951 2020-07-27 17:47:26,451 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 9:37:46, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3262, loss: 1.3262, grad_norm: 9.5552 2020-07-27 17:47:39,248 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 9:37:32, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2726, loss: 1.2726, grad_norm: 9.1864 2020-07-27 17:47:52,036 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 9:37:18, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.9910 2020-07-27 17:48:05,553 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 9:37:04, time: 0.676, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2770, loss: 1.2770, grad_norm: 9.4325 2020-07-27 17:48:18,324 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 9:36:50, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.3206 2020-07-27 17:48:31,116 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 9:36:36, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.7928 2020-07-27 17:48:44,874 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 9:36:23, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2681, loss: 1.2681, grad_norm: 9.5717 2020-07-27 17:48:58,033 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 9:36:09, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1644, loss: 1.1644, grad_norm: 8.8644 2020-07-27 17:49:10,757 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 9:35:55, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2408, loss: 1.2408, grad_norm: 9.1942 2020-07-27 17:49:23,094 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 9:35:41, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.0804 2020-07-27 17:49:35,618 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 9:35:27, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.2842, loss: 1.2842, grad_norm: 9.6050 2020-07-27 17:49:48,309 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 9:35:13, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2476, loss: 1.2476, grad_norm: 9.3004 2020-07-27 17:50:01,667 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 9:34:59, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.0234 2020-07-27 17:50:14,036 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 9:34:45, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.1940 2020-07-27 17:50:27,200 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 9:34:31, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2088, loss: 1.2088, grad_norm: 9.0521 2020-07-27 17:50:40,839 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 9:34:18, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2812, loss: 1.2812, grad_norm: 9.2504 2020-07-27 17:50:54,203 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 9:34:04, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.0462 2020-07-27 17:51:06,520 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 9:33:50, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2702, loss: 1.2702, grad_norm: 9.4643 2020-07-27 17:51:19,773 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 9:33:36, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2291, loss: 1.2291, grad_norm: 8.8881 2020-07-27 17:51:32,197 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 9:33:22, time: 0.624, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2735, loss: 1.2735, grad_norm: 9.2910 2020-07-27 17:51:45,274 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 9:33:08, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.8331 2020-07-27 17:51:58,518 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 9:32:54, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.8607 2020-07-27 17:52:12,056 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 9:32:40, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.0439 2020-07-27 17:52:24,681 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 9:32:26, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2028, loss: 1.2028, grad_norm: 9.3411 2020-07-27 17:52:38,310 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 9:32:13, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.0192 2020-07-27 17:52:51,138 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 9:31:59, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.1822 2020-07-27 17:53:04,611 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 9:31:45, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8695, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.1684 2020-07-27 17:53:17,017 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 9:31:31, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.1581 2020-07-27 17:53:30,982 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 9:31:17, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1788, loss: 1.1788, grad_norm: 8.9218 2020-07-27 17:53:43,195 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 9:31:03, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.9963 2020-07-27 17:53:55,723 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 9:30:49, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2284, loss: 1.2284, grad_norm: 9.0657 2020-07-27 17:54:08,248 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 9:30:35, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.0693 2020-07-27 17:54:21,819 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 9:30:22, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.5152 2020-07-27 17:54:34,962 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 9:30:08, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.4610 2020-07-27 17:54:47,727 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 9:29:54, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2088, loss: 1.2088, grad_norm: 8.9880 2020-07-27 17:55:00,388 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 9:29:40, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1274, loss: 1.1274, grad_norm: 9.0129 2020-07-27 17:55:13,957 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 9:29:26, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8672, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.5853 2020-07-27 17:55:26,375 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 9:29:12, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2852, loss: 1.2852, grad_norm: 9.2122 2020-07-27 17:55:39,962 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 9:28:58, time: 0.674, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.9967 2020-07-27 17:55:52,859 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 9:28:44, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1628, loss: 1.1628, grad_norm: 8.7463 2020-07-27 17:56:05,256 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 9:28:30, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2960, loss: 1.2960, grad_norm: 9.3444 2020-07-27 17:56:18,699 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 9:28:17, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.9006 2020-07-27 17:56:31,338 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 9:28:03, time: 0.631, data_time: 0.004, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2542, loss: 1.2542, grad_norm: 9.2298 2020-07-27 17:56:43,642 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 9:27:49, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.0632 2020-07-27 17:56:57,153 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 9:27:35, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1512, loss: 1.1512, grad_norm: 8.9056 2020-07-27 17:57:09,814 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 9:27:21, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.0784 2020-07-27 17:57:22,555 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 9:27:07, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1589, loss: 1.1589, grad_norm: 8.9662 2020-07-27 17:57:35,046 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 9:26:53, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2585, loss: 1.2585, grad_norm: 9.2198 2020-07-27 17:57:48,568 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 9:26:39, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1386, loss: 1.1386, grad_norm: 9.0895 2020-07-27 17:58:01,689 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 9:26:25, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2104, loss: 1.2104, grad_norm: 8.8282 2020-07-27 17:58:15,010 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 9:26:12, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.8427 2020-07-27 17:58:27,658 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 9:25:58, time: 0.635, data_time: 0.008, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8992, loss_cls: 1.0956, loss: 1.0956, grad_norm: 8.5797 2020-07-27 17:58:40,209 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 9:25:44, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2101, loss: 1.2101, grad_norm: 8.9061 2020-07-27 17:58:53,481 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 9:25:30, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8703, loss_cls: 1.2843, loss: 1.2843, grad_norm: 9.6849 2020-07-27 17:59:06,535 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 9:25:16, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.2306 2020-07-27 17:59:19,059 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 9:25:02, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.3482 2020-07-27 17:59:31,526 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 9:24:48, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.1565 2020-07-27 17:59:44,397 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 9:24:34, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.0183 2020-07-27 17:59:57,631 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 9:24:20, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8977, loss_cls: 1.1082, loss: 1.1082, grad_norm: 8.7901 2020-07-27 18:00:12,630 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 9:24:07, time: 0.752, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2547, loss: 1.2547, grad_norm: 9.2901 2020-07-27 18:00:25,020 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 9:23:53, time: 0.622, data_time: 0.019, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.9574 2020-07-27 18:00:37,621 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 9:23:39, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2769, loss: 1.2769, grad_norm: 9.3265 2020-07-27 18:00:51,208 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 9:23:25, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.4043 2020-07-27 18:01:04,614 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 9:23:11, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3030, loss: 1.3030, grad_norm: 9.2170 2020-07-27 18:01:17,889 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 9:22:57, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2406, loss: 1.2406, grad_norm: 9.2012 2020-07-27 18:01:30,322 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 9:22:43, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2248, loss: 1.2248, grad_norm: 8.9885 2020-07-27 18:01:43,693 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 9:22:30, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2663, loss: 1.2663, grad_norm: 9.3011 2020-07-27 18:01:56,125 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 9:22:16, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.2054 2020-07-27 18:02:09,720 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 9:22:02, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2624, loss: 1.2624, grad_norm: 9.2990 2020-07-27 18:02:22,080 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 9:21:48, time: 0.621, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1881, loss: 1.1881, grad_norm: 8.8444 2020-07-27 18:02:34,827 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 9:21:34, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9125, loss_cls: 1.0640, loss: 1.0640, grad_norm: 8.8761 2020-07-27 18:02:48,189 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 9:21:20, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.8121 2020-07-27 18:03:00,514 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 9:21:06, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1369, loss: 1.1369, grad_norm: 8.9686 2020-07-27 18:03:13,163 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 9:20:52, time: 0.631, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2076, loss: 1.2076, grad_norm: 8.9718 2020-07-27 18:03:26,384 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 9:20:38, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2641, loss: 1.2641, grad_norm: 9.4504 2020-07-27 18:03:38,918 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 9:20:24, time: 0.625, data_time: 0.003, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.3059, loss: 1.3059, grad_norm: 9.1102 2020-07-27 18:03:49,542 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-07-27 18:04:16,170 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 9:19:59, time: 1.234, data_time: 0.617, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2319, loss: 1.2319, grad_norm: 9.2271 2020-07-27 18:04:28,037 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 9:19:45, time: 0.596, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.9008, loss_cls: 1.1133, loss: 1.1133, grad_norm: 8.9812 2020-07-27 18:04:41,003 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 9:19:31, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2655, loss: 1.2655, grad_norm: 9.2444 2020-07-27 18:04:53,949 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 9:19:17, time: 0.659, data_time: 0.013, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2232, loss: 1.2232, grad_norm: 9.1813 2020-07-27 18:05:08,007 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 9:19:03, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2342, loss: 1.2342, grad_norm: 9.1326 2020-07-27 18:05:21,091 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 9:18:49, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1369, loss: 1.1369, grad_norm: 8.9179 2020-07-27 18:05:33,253 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 9:18:35, time: 0.608, data_time: 0.002, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2532, loss: 1.2532, grad_norm: 9.1581 2020-07-27 18:05:46,892 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 9:18:22, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.8880 2020-07-27 18:05:59,626 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 9:18:08, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1291, loss: 1.1291, grad_norm: 8.7600 2020-07-27 18:06:12,631 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 9:17:54, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.0843 2020-07-27 18:06:24,888 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 9:17:40, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2410, loss: 1.2410, grad_norm: 9.3543 2020-07-27 18:06:39,069 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 9:17:26, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1369, loss: 1.1369, grad_norm: 9.0964 2020-07-27 18:06:51,800 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 9:17:12, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.0231 2020-07-27 18:07:05,090 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 9:16:58, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.0545 2020-07-27 18:07:18,350 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 9:16:45, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.2222 2020-07-27 18:07:31,649 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 9:16:31, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8945, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.0675 2020-07-27 18:07:44,475 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 9:16:17, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.9856 2020-07-27 18:07:57,891 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 9:16:03, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1446, loss: 1.1446, grad_norm: 8.7361 2020-07-27 18:08:11,024 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 9:15:49, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.1966, loss: 1.1966, grad_norm: 9.2363 2020-07-27 18:08:24,191 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 9:15:35, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1118, loss: 1.1118, grad_norm: 8.9112 2020-07-27 18:08:37,609 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 9:15:21, time: 0.679, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1815, loss: 1.1815, grad_norm: 8.7903 2020-07-27 18:08:50,837 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 9:15:08, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.8302 2020-07-27 18:09:03,972 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 9:14:54, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.1109, loss: 1.1109, grad_norm: 8.9402 2020-07-27 18:09:16,755 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 9:14:40, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2287, loss: 1.2287, grad_norm: 9.2303 2020-07-27 18:09:29,651 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 9:14:26, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2684, loss: 1.2684, grad_norm: 9.2451 2020-07-27 18:09:42,730 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 9:14:12, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.1595 2020-07-27 18:09:56,618 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 9:13:58, time: 0.698, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.0065 2020-07-27 18:10:09,197 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 9:13:44, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.1183 2020-07-27 18:10:22,681 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 9:13:31, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.3408 2020-07-27 18:10:36,273 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 9:13:17, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2428, loss: 1.2428, grad_norm: 9.5057 2020-07-27 18:10:48,678 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 9:13:03, time: 0.620, data_time: 0.003, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2082, loss: 1.2082, grad_norm: 9.1517 2020-07-27 18:11:01,835 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 9:12:49, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3562, loss: 1.3562, grad_norm: 9.6543 2020-07-27 18:11:16,088 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 9:12:35, time: 0.715, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.8825 2020-07-27 18:11:28,302 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 9:12:21, time: 0.608, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.1034 2020-07-27 18:11:41,817 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 9:12:08, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.0310 2020-07-27 18:11:54,231 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 9:11:54, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1329, loss: 1.1329, grad_norm: 8.7472 2020-07-27 18:12:06,930 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 9:11:40, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8867, loss_cls: 1.1284, loss: 1.1284, grad_norm: 8.6186 2020-07-27 18:12:19,942 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 9:11:26, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.1970 2020-07-27 18:12:33,723 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 9:11:12, time: 0.691, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1850, loss: 1.1850, grad_norm: 8.9934 2020-07-27 18:12:47,084 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 9:10:58, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1693, loss: 1.1693, grad_norm: 8.6732 2020-07-27 18:12:59,694 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 9:10:44, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3057, loss: 1.3057, grad_norm: 9.2694 2020-07-27 18:13:12,774 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 9:10:30, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.2434 2020-07-27 18:13:25,486 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 9:10:16, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.9330 2020-07-27 18:13:39,021 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 9:10:03, time: 0.673, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2441, loss: 1.2441, grad_norm: 9.3239 2020-07-27 18:13:51,509 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 9:09:49, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.0698 2020-07-27 18:14:04,371 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 9:09:35, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.4529 2020-07-27 18:14:17,140 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 9:09:21, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2557, loss: 1.2557, grad_norm: 9.3011 2020-07-27 18:14:30,169 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 9:09:07, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1911, loss: 1.1911, grad_norm: 9.1861 2020-07-27 18:14:44,404 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 9:08:53, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1227, loss: 1.1227, grad_norm: 8.8289 2020-07-27 18:14:57,060 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 9:08:39, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2567, loss: 1.2567, grad_norm: 9.0730 2020-07-27 18:15:10,946 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 9:08:26, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.0764 2020-07-27 18:15:24,324 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 9:08:12, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.9542 2020-07-27 18:15:37,676 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 9:07:58, time: 0.668, data_time: 0.002, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.0085 2020-07-27 18:15:49,998 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 9:07:44, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.2980, loss: 1.2980, grad_norm: 9.3335 2020-07-27 18:16:02,724 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 9:07:30, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.1694 2020-07-27 18:16:15,620 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 9:07:16, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.2710 2020-07-27 18:16:29,829 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 9:07:03, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.2336 2020-07-27 18:16:43,502 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 9:06:49, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.9398 2020-07-27 18:16:56,272 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 9:06:35, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2993, loss: 1.2993, grad_norm: 9.5348 2020-07-27 18:17:08,777 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 9:06:21, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.3854 2020-07-27 18:17:23,178 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 9:06:07, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.2229 2020-07-27 18:17:35,764 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 9:05:53, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1346, loss: 1.1346, grad_norm: 8.9539 2020-07-27 18:17:48,268 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 9:05:39, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2292, loss: 1.2292, grad_norm: 9.1811 2020-07-27 18:18:01,031 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 9:05:26, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.0926 2020-07-27 18:18:14,404 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 9:05:12, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2362, loss: 1.2362, grad_norm: 9.3969 2020-07-27 18:18:26,833 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 9:04:58, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1808, loss: 1.1808, grad_norm: 8.9349 2020-07-27 18:18:40,323 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 9:04:44, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1416, loss: 1.1416, grad_norm: 8.7998 2020-07-27 18:18:54,160 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 9:04:30, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8969, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.2685 2020-07-27 18:19:07,123 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 9:04:16, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.0576 2020-07-27 18:19:19,885 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 9:04:02, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1965, loss: 1.1965, grad_norm: 9.3097 2020-07-27 18:19:33,373 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 9:03:49, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.1608 2020-07-27 18:19:47,593 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 9:03:35, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1488, loss: 1.1488, grad_norm: 8.8753 2020-07-27 18:20:01,039 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 9:03:21, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.9773 2020-07-27 18:20:13,255 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 9:03:07, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0922, loss: 1.0922, grad_norm: 8.7745 2020-07-27 18:20:27,388 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 9:02:53, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.0134 2020-07-27 18:20:39,763 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 9:02:39, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.9693 2020-07-27 18:20:52,864 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 9:02:26, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.9535 2020-07-27 18:21:05,147 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 9:02:12, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2440, loss: 1.2440, grad_norm: 9.4521 2020-07-27 18:21:17,902 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 9:01:58, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.0130 2020-07-27 18:21:30,556 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 9:01:44, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.1176 2020-07-27 18:21:43,701 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 9:01:30, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2268, loss: 1.2268, grad_norm: 9.1117 2020-07-27 18:21:56,283 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 9:01:16, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.0478 2020-07-27 18:22:09,373 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 9:01:02, time: 0.657, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.0834 2020-07-27 18:22:21,959 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 9:00:48, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.3319 2020-07-27 18:22:35,053 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 9:00:34, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.1827, loss: 1.1827, grad_norm: 8.9690 2020-07-27 18:22:48,659 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 9:00:21, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.2158, loss: 1.2158, grad_norm: 9.2981 2020-07-27 18:23:02,218 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 9:00:07, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1863, loss: 1.1863, grad_norm: 8.9909 2020-07-27 18:23:14,484 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 8:59:53, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.9902 2020-07-27 18:23:27,823 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 8:59:39, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.2322 2020-07-27 18:23:41,195 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 8:59:25, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.2205 2020-07-27 18:23:53,689 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 8:59:11, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.1659 2020-07-27 18:24:07,513 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 8:58:57, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.0621 2020-07-27 18:24:20,529 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 8:58:44, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.1167 2020-07-27 18:24:32,839 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 8:58:30, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8953, loss_cls: 1.0839, loss: 1.0839, grad_norm: 8.3839 2020-07-27 18:24:47,127 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 8:58:16, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.9037 2020-07-27 18:24:59,477 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 8:58:02, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.0871 2020-07-27 18:25:12,828 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 8:57:48, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.0359 2020-07-27 18:25:25,128 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 8:57:34, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8773, loss_cls: 1.2453, loss: 1.2453, grad_norm: 9.3170 2020-07-27 18:25:39,011 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 8:57:20, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1539, loss: 1.1539, grad_norm: 8.9011 2020-07-27 18:25:52,477 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 8:57:07, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2181, loss: 1.2181, grad_norm: 9.5239 2020-07-27 18:26:04,785 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 8:56:53, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.0742 2020-07-27 18:26:17,336 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 8:56:39, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8758, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.8755 2020-07-27 18:26:31,031 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 8:56:25, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2411, loss: 1.2411, grad_norm: 8.9730 2020-07-27 18:26:43,935 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 8:56:11, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1432, loss: 1.1432, grad_norm: 8.9784 2020-07-27 18:26:57,100 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 8:55:57, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1556, loss: 1.1556, grad_norm: 8.7815 2020-07-27 18:27:09,884 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 8:55:43, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.0735 2020-07-27 18:27:22,799 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 8:55:30, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1188, loss: 1.1188, grad_norm: 8.7834 2020-07-27 18:27:35,950 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 8:55:16, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1329, loss: 1.1329, grad_norm: 9.0029 2020-07-27 18:27:48,374 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 8:55:02, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.1454, loss: 1.1454, grad_norm: 8.8427 2020-07-27 18:28:01,054 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 8:54:48, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3066, loss: 1.3066, grad_norm: 9.3978 2020-07-27 18:28:13,839 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 8:54:34, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1408, loss: 1.1408, grad_norm: 8.9442 2020-07-27 18:28:26,797 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 8:54:20, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.4417 2020-07-27 18:28:39,913 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 8:54:06, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1400, loss: 1.1400, grad_norm: 8.8655 2020-07-27 18:28:53,822 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 8:53:52, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2213, loss: 1.2213, grad_norm: 9.2204 2020-07-27 18:29:06,095 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 8:53:38, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.8515 2020-07-27 18:29:19,563 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 8:53:25, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.1917 2020-07-27 18:29:32,921 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 8:53:11, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.1593 2020-07-27 18:29:45,397 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 8:52:57, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.1462 2020-07-27 18:29:59,047 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 8:52:43, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.4265 2020-07-27 18:30:12,234 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 8:52:29, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1350, loss: 1.1350, grad_norm: 8.9363 2020-07-27 18:30:24,771 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 8:52:15, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2736, loss: 1.2736, grad_norm: 9.5423 2020-07-27 18:30:37,902 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 8:52:02, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.9564 2020-07-27 18:30:50,821 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 8:51:48, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2572, loss: 1.2572, grad_norm: 9.2637 2020-07-27 18:31:04,608 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 8:51:34, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.2166 2020-07-27 18:31:16,664 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 8:51:20, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3457, loss: 1.3457, grad_norm: 9.3500 2020-07-27 18:31:30,361 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 8:51:06, time: 0.681, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.9179 2020-07-27 18:31:43,603 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 8:50:52, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.3630 2020-07-27 18:31:57,437 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 8:50:39, time: 0.688, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.3577 2020-07-27 18:32:10,540 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 8:50:25, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1589, loss: 1.1589, grad_norm: 8.9120 2020-07-27 18:32:24,090 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 8:50:11, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1419, loss: 1.1419, grad_norm: 8.9905 2020-07-27 18:32:37,904 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 8:49:57, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8633, loss_cls: 1.2633, loss: 1.2633, grad_norm: 9.3732 2020-07-27 18:32:50,666 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 8:49:43, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1788, loss: 1.1788, grad_norm: 8.8281 2020-07-27 18:33:04,190 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 8:49:29, time: 0.679, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.1197 2020-07-27 18:33:18,996 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 8:49:16, time: 0.737, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1606, loss: 1.1606, grad_norm: 8.8020 2020-07-27 18:33:31,445 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 8:49:02, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2886, loss: 1.2886, grad_norm: 9.2350 2020-07-27 18:33:44,239 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 8:48:48, time: 0.636, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.8793 2020-07-27 18:33:57,097 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 8:48:34, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1690, loss: 1.1690, grad_norm: 8.8304 2020-07-27 18:34:09,997 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 8:48:20, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.0731 2020-07-27 18:34:22,961 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 8:48:06, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.2896 2020-07-27 18:34:35,793 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 8:47:52, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.2295 2020-07-27 18:34:49,258 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 8:47:39, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.9443 2020-07-27 18:35:01,578 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 8:47:25, time: 0.612, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3875 2020-07-27 18:35:15,238 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 8:47:11, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.2720 2020-07-27 18:35:28,198 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 8:46:57, time: 0.644, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.0203 2020-07-27 18:35:41,916 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 8:46:43, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1548, loss: 1.1548, grad_norm: 8.6800 2020-07-27 18:35:54,840 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 8:46:29, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1718, loss: 1.1718, grad_norm: 8.9816 2020-07-27 18:36:07,745 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 8:46:16, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.3538 2020-07-27 18:36:22,062 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 8:46:02, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1581, loss: 1.1581, grad_norm: 8.8894 2020-07-27 18:36:34,516 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 8:45:48, time: 0.625, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.0307 2020-07-27 18:36:48,688 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 8:45:34, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2119, loss: 1.2119, grad_norm: 9.0419 2020-07-27 18:37:01,756 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 8:45:20, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.1836, loss: 1.1836, grad_norm: 8.9125 2020-07-27 18:37:14,584 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 8:45:06, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2218, loss: 1.2218, grad_norm: 9.2421 2020-07-27 18:37:27,122 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 8:44:53, time: 0.634, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.9034 2020-07-27 18:37:39,720 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 8:44:39, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8867, loss_cls: 1.2445, loss: 1.2445, grad_norm: 9.3991 2020-07-27 18:37:52,254 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 8:44:25, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.2975 2020-07-27 18:38:06,773 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 8:44:11, time: 0.723, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1040, loss: 1.1040, grad_norm: 8.7193 2020-07-27 18:38:19,155 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 8:43:57, time: 0.622, data_time: 0.010, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.1172, loss: 1.1172, grad_norm: 8.8781 2020-07-27 18:38:33,842 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 8:43:43, time: 0.732, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.9055, loss_cls: 1.0918, loss: 1.0918, grad_norm: 8.7863 2020-07-27 18:38:46,054 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 8:43:30, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2218, loss: 1.2218, grad_norm: 9.4260 2020-07-27 18:38:58,892 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 8:43:16, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.1498 2020-07-27 18:39:13,079 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 8:43:02, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.1929, loss: 1.1929, grad_norm: 9.2029 2020-07-27 18:39:25,602 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 8:42:48, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8945, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.0669 2020-07-27 18:39:38,449 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 8:42:34, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1284, loss: 1.1284, grad_norm: 8.5916 2020-07-27 18:39:51,327 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 8:42:20, time: 0.644, data_time: 0.002, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.2188 2020-07-27 18:40:04,162 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 8:42:06, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.2243, loss: 1.2243, grad_norm: 9.3508 2020-07-27 18:40:18,316 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 8:41:53, time: 0.707, data_time: 0.002, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1930, loss: 1.1930, grad_norm: 8.9441 2020-07-27 18:40:31,275 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 8:41:39, time: 0.645, data_time: 0.004, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.0384 2020-07-27 18:40:44,544 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 8:41:25, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2484, loss: 1.2484, grad_norm: 9.3663 2020-07-27 18:40:57,358 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 8:41:11, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.2275 2020-07-27 18:41:09,898 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 8:40:57, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.9903 2020-07-27 18:41:23,509 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 8:40:43, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.2966 2020-07-27 18:41:35,994 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 8:40:29, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.1267 2020-07-27 18:41:48,994 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 8:40:16, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2805, loss: 1.2805, grad_norm: 9.2109 2020-07-27 18:42:01,390 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 8:40:02, time: 0.621, data_time: 0.014, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8922, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.0518 2020-07-27 18:42:15,315 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 8:39:48, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.5013 2020-07-27 18:42:27,660 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 8:39:34, time: 0.618, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.0678 2020-07-27 18:42:41,060 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 8:39:20, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.1392 2020-07-27 18:42:53,534 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 8:39:06, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2339, loss: 1.2339, grad_norm: 9.3499 2020-07-27 18:43:06,234 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 8:38:52, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2643, loss: 1.2643, grad_norm: 9.5482 2020-07-27 18:43:19,024 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 8:38:38, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.8061 2020-07-27 18:43:31,455 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 8:38:24, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2479, loss: 1.2479, grad_norm: 9.1842 2020-07-27 18:43:45,546 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 8:38:11, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2465, loss: 1.2465, grad_norm: 9.4941 2020-07-27 18:43:57,809 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 8:37:57, time: 0.610, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2743, loss: 1.2743, grad_norm: 9.3180 2020-07-27 18:44:10,874 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 8:37:43, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.2668, loss: 1.2668, grad_norm: 9.4553 2020-07-27 18:44:23,856 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 8:37:29, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.0872, loss: 1.0872, grad_norm: 8.5984 2020-07-27 18:44:36,996 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 8:37:15, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.3586 2020-07-27 18:44:50,186 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 8:37:01, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.3106 2020-07-27 18:45:00,922 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-07-27 18:45:22,680 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 8:36:35, time: 0.958, data_time: 0.362, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.0853 2020-07-27 18:45:34,849 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 8:36:21, time: 0.609, data_time: 0.002, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1376, loss: 1.1376, grad_norm: 8.8810 2020-07-27 18:45:48,022 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 8:36:07, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1477, loss: 1.1477, grad_norm: 8.9160 2020-07-27 18:46:00,703 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 8:35:53, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.8144 2020-07-27 18:46:14,239 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 8:35:40, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.2886 2020-07-27 18:46:27,817 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 8:35:26, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2533, loss: 1.2533, grad_norm: 9.4526 2020-07-27 18:46:40,843 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 8:35:12, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.0725 2020-07-27 18:46:54,080 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 8:34:58, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.3271 2020-07-27 18:47:06,609 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 8:34:44, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.1143, loss: 1.1143, grad_norm: 8.9123 2020-07-27 18:47:19,498 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 8:34:30, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.2397 2020-07-27 18:47:32,456 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 8:34:16, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.1101 2020-07-27 18:47:44,894 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 8:34:03, time: 0.625, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2018, loss: 1.2018, grad_norm: 8.9995 2020-07-27 18:47:58,998 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 8:33:49, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.1230 2020-07-27 18:48:12,806 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 8:33:35, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.4483 2020-07-27 18:48:26,071 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 8:33:21, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.1556 2020-07-27 18:48:39,274 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 8:33:07, time: 0.664, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.2828, loss: 1.2828, grad_norm: 9.2742 2020-07-27 18:48:52,399 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 8:32:54, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1312, loss: 1.1312, grad_norm: 8.8946 2020-07-27 18:49:06,039 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 8:32:40, time: 0.684, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.3105, loss: 1.3105, grad_norm: 9.6396 2020-07-27 18:49:18,566 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 8:32:26, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.0925 2020-07-27 18:49:31,555 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 8:32:12, time: 0.651, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.3417 2020-07-27 18:49:44,767 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 8:31:58, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2431, loss: 1.2431, grad_norm: 9.2516 2020-07-27 18:49:58,245 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 8:31:44, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1859, loss: 1.1859, grad_norm: 9.3206 2020-07-27 18:50:11,534 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 8:31:31, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1419, loss: 1.1419, grad_norm: 9.0194 2020-07-27 18:50:24,263 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 8:31:17, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1685, loss: 1.1685, grad_norm: 9.0903 2020-07-27 18:50:37,432 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 8:31:03, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.8115 2020-07-27 18:50:50,265 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 8:30:49, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.3824 2020-07-27 18:51:03,549 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 8:30:35, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.9708 2020-07-27 18:51:16,750 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 8:30:21, time: 0.665, data_time: 0.015, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.1349 2020-07-27 18:51:30,638 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 8:30:08, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.5256 2020-07-27 18:51:44,606 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 8:29:54, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.0169 2020-07-27 18:51:57,837 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 8:29:40, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.2457 2020-07-27 18:52:10,879 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 8:29:26, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.9551 2020-07-27 18:52:24,789 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 8:29:12, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.8346 2020-07-27 18:52:37,764 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 8:28:59, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.7762 2020-07-27 18:52:52,040 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 8:28:45, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.0002 2020-07-27 18:53:05,842 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 8:28:31, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.3435 2020-07-27 18:53:18,473 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 8:28:17, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.1854, loss: 1.1854, grad_norm: 9.3222 2020-07-27 18:53:31,103 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 8:28:03, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8680, loss_cls: 1.2217, loss: 1.2217, grad_norm: 9.1668 2020-07-27 18:53:44,136 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 8:27:50, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.1341, loss: 1.1341, grad_norm: 8.7490 2020-07-27 18:53:57,036 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 8:27:36, time: 0.645, data_time: 0.003, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1307, loss: 1.1307, grad_norm: 8.7783 2020-07-27 18:54:10,861 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 8:27:22, time: 0.690, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.9842 2020-07-27 18:54:24,522 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 8:27:08, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.9482 2020-07-27 18:54:38,429 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 8:26:54, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.3473 2020-07-27 18:54:50,923 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 8:26:40, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3312, loss: 1.3312, grad_norm: 9.5472 2020-07-27 18:55:03,891 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 8:26:27, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.1174, loss: 1.1174, grad_norm: 8.9841 2020-07-27 18:55:17,363 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 8:26:13, time: 0.674, data_time: 0.002, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1426, loss: 1.1426, grad_norm: 8.6804 2020-07-27 18:55:29,817 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 8:25:59, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.3955 2020-07-27 18:55:44,375 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 8:25:45, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2194, loss: 1.2194, grad_norm: 9.2157 2020-07-27 18:55:56,828 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 8:25:31, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2432, loss: 1.2432, grad_norm: 9.5370 2020-07-27 18:56:10,025 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 8:25:18, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.2990 2020-07-27 18:56:24,512 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 8:25:04, time: 0.724, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3108, loss: 1.3108, grad_norm: 9.5045 2020-07-27 18:56:38,861 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 8:24:50, time: 0.718, data_time: 0.004, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.0123 2020-07-27 18:56:51,180 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 8:24:36, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.2877 2020-07-27 18:57:04,773 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 8:24:22, time: 0.681, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8750, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.0751 2020-07-27 18:57:18,449 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 8:24:09, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.9711 2020-07-27 18:57:31,847 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 8:23:55, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1715, loss: 1.1715, grad_norm: 8.9465 2020-07-27 18:57:44,694 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 8:23:41, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.3994 2020-07-27 18:57:58,120 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 8:23:27, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8734, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.9843 2020-07-27 18:58:12,324 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 8:23:14, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.9210 2020-07-27 18:58:25,451 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 8:23:00, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.0952 2020-07-27 18:58:39,752 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 8:22:46, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.6227 2020-07-27 18:58:52,168 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 8:22:32, time: 0.625, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.0144 2020-07-27 18:59:05,002 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 8:22:18, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2447, loss: 1.2447, grad_norm: 9.2046 2020-07-27 18:59:19,026 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 8:22:04, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.0794 2020-07-27 18:59:32,345 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 8:21:51, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.6870 2020-07-27 18:59:46,392 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 8:21:37, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.3749 2020-07-27 19:00:00,156 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 8:21:23, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3072, loss: 1.3072, grad_norm: 9.4525 2020-07-27 19:00:18,483 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 8:21:10, time: 0.912, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.8125 2020-07-27 19:00:30,703 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 8:20:56, time: 0.616, data_time: 0.019, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1020, loss: 1.1020, grad_norm: 8.7331 2020-07-27 19:00:44,291 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 8:20:42, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.0613 2020-07-27 19:00:57,543 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 8:20:28, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1239, loss: 1.1239, grad_norm: 9.1379 2020-07-27 19:01:10,152 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 8:20:15, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8648, loss_cls: 1.2138, loss: 1.2138, grad_norm: 8.9713 2020-07-27 19:01:23,629 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 8:20:01, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1689, loss: 1.1689, grad_norm: 8.9539 2020-07-27 19:01:37,025 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 8:19:47, time: 0.674, data_time: 0.011, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8695, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.1774 2020-07-27 19:01:50,027 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 8:19:33, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2114, loss: 1.2114, grad_norm: 8.9315 2020-07-27 19:02:03,419 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 8:19:19, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2288, loss: 1.2288, grad_norm: 9.0383 2020-07-27 19:02:16,971 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 8:19:06, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2753, loss: 1.2753, grad_norm: 9.3418 2020-07-27 19:02:30,620 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 8:18:52, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.0546 2020-07-27 19:02:44,044 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 8:18:38, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.2177 2020-07-27 19:02:57,791 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 8:18:24, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2010, loss: 1.2010, grad_norm: 8.9178 2020-07-27 19:03:11,341 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 8:18:10, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.2097 2020-07-27 19:03:25,324 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 8:17:57, time: 0.701, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1558, loss: 1.1558, grad_norm: 8.9222 2020-07-27 19:03:39,195 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 8:17:43, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2493, loss: 1.2493, grad_norm: 9.2331 2020-07-27 19:03:51,540 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 8:17:29, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.0480 2020-07-27 19:04:05,198 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 8:17:15, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8812, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.3933 2020-07-27 19:04:18,193 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 8:17:01, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1809, loss: 1.1809, grad_norm: 8.9753 2020-07-27 19:04:33,302 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 8:16:48, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.3513 2020-07-27 19:04:46,724 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 8:16:34, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1296, loss: 1.1296, grad_norm: 9.1071 2020-07-27 19:05:00,941 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 8:16:20, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.0085 2020-07-27 19:05:13,686 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 8:16:06, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.2004, loss: 1.2004, grad_norm: 9.4148 2020-07-27 19:05:26,743 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 8:15:53, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.1542 2020-07-27 19:05:40,249 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 8:15:39, time: 0.678, data_time: 0.010, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.1745 2020-07-27 19:05:54,117 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 8:15:25, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2800, loss: 1.2800, grad_norm: 9.2071 2020-07-27 19:06:08,465 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 8:15:11, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.5881 2020-07-27 19:06:20,946 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 8:14:57, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.1063 2020-07-27 19:06:35,215 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 8:14:44, time: 0.716, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.5213 2020-07-27 19:06:48,626 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 8:14:30, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8820, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.0836 2020-07-27 19:07:01,504 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 8:14:16, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.1837 2020-07-27 19:07:16,223 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 8:14:03, time: 0.733, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1586, loss: 1.1586, grad_norm: 8.6961 2020-07-27 19:07:30,543 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 8:13:49, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1308, loss: 1.1308, grad_norm: 8.7890 2020-07-27 19:07:44,432 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 8:13:35, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1260, loss: 1.1260, grad_norm: 8.9050 2020-07-27 19:07:58,439 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 8:13:21, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2377, loss: 1.2377, grad_norm: 9.3338 2020-07-27 19:08:12,004 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 8:13:08, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.7526 2020-07-27 19:08:24,720 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 8:12:54, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1938, loss: 1.1938, grad_norm: 8.9801 2020-07-27 19:08:38,389 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 8:12:40, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1232, loss: 1.1232, grad_norm: 8.8271 2020-07-27 19:08:52,112 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 8:12:26, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.4393 2020-07-27 19:09:05,869 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 8:12:12, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8742, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.1911 2020-07-27 19:09:20,055 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 8:11:59, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2262, loss: 1.2262, grad_norm: 9.3766 2020-07-27 19:09:33,532 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 8:11:45, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8969, loss_cls: 1.1216, loss: 1.1216, grad_norm: 9.1765 2020-07-27 19:09:46,994 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 8:11:31, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.8294 2020-07-27 19:10:01,112 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 8:11:17, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1191, loss: 1.1191, grad_norm: 9.1611 2020-07-27 19:10:15,015 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 8:11:04, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2214, loss: 1.2214, grad_norm: 8.8936 2020-07-27 19:10:27,499 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 8:10:50, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2342, loss: 1.2342, grad_norm: 9.1072 2020-07-27 19:10:42,942 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 8:10:36, time: 0.769, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2634, loss: 1.2634, grad_norm: 9.3835 2020-07-27 19:10:56,348 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 8:10:22, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.1104, loss: 1.1104, grad_norm: 8.9106 2020-07-27 19:11:09,291 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 8:10:09, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.0241 2020-07-27 19:11:22,235 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 8:09:55, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.2906 2020-07-27 19:11:36,522 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 8:09:41, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.9303 2020-07-27 19:11:50,938 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 8:09:27, time: 0.721, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3159, loss: 1.3159, grad_norm: 9.6472 2020-07-27 19:12:04,346 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 8:09:14, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.1326 2020-07-27 19:12:18,476 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 8:09:00, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.2559 2020-07-27 19:12:32,239 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 8:08:46, time: 0.688, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.3265 2020-07-27 19:12:45,203 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 8:08:32, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2534, loss: 1.2534, grad_norm: 9.5232 2020-07-27 19:12:58,251 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 8:08:18, time: 0.656, data_time: 0.011, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2560, loss: 1.2560, grad_norm: 9.4899 2020-07-27 19:13:12,052 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 8:08:05, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.3676 2020-07-27 19:13:25,324 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 8:07:51, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8898, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.2616 2020-07-27 19:13:39,703 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 8:07:37, time: 0.715, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1895, loss: 1.1895, grad_norm: 9.1748 2020-07-27 19:13:52,531 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 8:07:23, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.0036 2020-07-27 19:14:05,544 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 8:07:09, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1821, loss: 1.1821, grad_norm: 8.9404 2020-07-27 19:14:19,440 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 8:06:56, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2490, loss: 1.2490, grad_norm: 9.2659 2020-07-27 19:14:33,937 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 8:06:42, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2583, loss: 1.2583, grad_norm: 9.3802 2020-07-27 19:14:46,181 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 8:06:28, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2431, loss: 1.2431, grad_norm: 9.3875 2020-07-27 19:15:00,374 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 8:06:14, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1859, loss: 1.1859, grad_norm: 9.0184 2020-07-27 19:15:13,227 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 8:06:01, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8594, loss_cls: 1.2319, loss: 1.2319, grad_norm: 8.9661 2020-07-27 19:15:26,155 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 8:05:47, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2163, loss: 1.2163, grad_norm: 9.2712 2020-07-27 19:15:39,301 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 8:05:33, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1720, loss: 1.1720, grad_norm: 8.9440 2020-07-27 19:15:52,201 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 8:05:19, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.1184 2020-07-27 19:16:05,829 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 8:05:05, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.2730 2020-07-27 19:16:18,558 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 8:04:51, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.0025 2020-07-27 19:16:31,226 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 8:04:37, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2413, loss: 1.2413, grad_norm: 9.2738 2020-07-27 19:16:45,040 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 8:04:24, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2225, loss: 1.2225, grad_norm: 8.9890 2020-07-27 19:16:57,497 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 8:04:10, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.6512 2020-07-27 19:17:11,432 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 8:03:56, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.8523 2020-07-27 19:17:25,600 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 8:03:42, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3418, loss: 1.3418, grad_norm: 9.4388 2020-07-27 19:17:38,402 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 8:03:28, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2047, loss: 1.2047, grad_norm: 9.5577 2020-07-27 19:17:51,417 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 8:03:15, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.2288 2020-07-27 19:18:04,929 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 8:03:01, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.9351 2020-07-27 19:18:19,033 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 8:02:47, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.1446 2020-07-27 19:18:31,418 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 8:02:33, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1253, loss: 1.1253, grad_norm: 9.0435 2020-07-27 19:18:45,439 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 8:02:20, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.0857 2020-07-27 19:18:58,958 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 8:02:06, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2265, loss: 1.2265, grad_norm: 8.9735 2020-07-27 19:19:11,468 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 8:01:52, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.8900 2020-07-27 19:19:25,746 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 8:01:38, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.0634 2020-07-27 19:19:38,886 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 8:01:24, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.1942 2020-07-27 19:19:51,587 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 8:01:10, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.1413, loss: 1.1413, grad_norm: 9.1223 2020-07-27 19:20:04,326 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 8:00:57, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1884, loss: 1.1884, grad_norm: 8.8932 2020-07-27 19:20:17,781 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 8:00:43, time: 0.673, data_time: 0.002, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.1330 2020-07-27 19:20:31,318 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 8:00:29, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2352, loss: 1.2352, grad_norm: 9.1154 2020-07-27 19:20:44,018 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 8:00:15, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.3195 2020-07-27 19:20:57,994 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 8:00:01, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2811, loss: 1.2811, grad_norm: 9.5635 2020-07-27 19:21:10,656 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 7:59:47, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1334, loss: 1.1334, grad_norm: 8.8653 2020-07-27 19:21:24,149 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 7:59:34, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.1778 2020-07-27 19:21:37,366 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 7:59:20, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.4105 2020-07-27 19:21:50,991 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 7:59:06, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.1106 2020-07-27 19:22:03,504 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 7:58:52, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1774, loss: 1.1774, grad_norm: 8.9967 2020-07-27 19:22:16,986 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 7:58:38, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.0397 2020-07-27 19:22:30,085 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 7:58:25, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2657, loss: 1.2657, grad_norm: 9.2131 2020-07-27 19:22:42,997 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 7:58:11, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8984, loss_cls: 1.1075, loss: 1.1075, grad_norm: 9.0721 2020-07-27 19:22:57,224 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 7:57:57, time: 0.713, data_time: 0.004, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.1584, loss: 1.1584, grad_norm: 8.9196 2020-07-27 19:23:11,136 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 7:57:43, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8984, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.9476 2020-07-27 19:23:24,698 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 7:57:29, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.0554 2020-07-27 19:23:37,101 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 7:57:16, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1649, loss: 1.1649, grad_norm: 8.9991 2020-07-27 19:23:50,400 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 7:57:02, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8852, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.6526 2020-07-27 19:24:03,377 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 7:56:48, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2487, loss: 1.2487, grad_norm: 9.3358 2020-07-27 19:24:16,001 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 7:56:34, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.0856 2020-07-27 19:24:29,096 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 7:56:20, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.2907 2020-07-27 19:24:42,571 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 7:56:06, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.1742 2020-07-27 19:24:56,424 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 7:55:53, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1191, loss: 1.1191, grad_norm: 8.9276 2020-07-27 19:25:09,622 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 7:55:39, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2250, loss: 1.2250, grad_norm: 9.4395 2020-07-27 19:25:22,810 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 7:55:25, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2029, loss: 1.2029, grad_norm: 9.2116 2020-07-27 19:25:36,034 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 7:55:11, time: 0.661, data_time: 0.001, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1604, loss: 1.1604, grad_norm: 8.8890 2020-07-27 19:25:49,437 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 7:54:57, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.3767 2020-07-27 19:26:02,660 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 7:54:44, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.2811 2020-07-27 19:26:16,384 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 7:54:30, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8859, loss_cls: 1.1275, loss: 1.1275, grad_norm: 8.9831 2020-07-27 19:26:30,148 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 7:54:16, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1433, loss: 1.1433, grad_norm: 9.0917 2020-07-27 19:26:43,056 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 7:54:02, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2243, loss: 1.2243, grad_norm: 9.3376 2020-07-27 19:26:56,233 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 7:53:48, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1365, loss: 1.1365, grad_norm: 8.9269 2020-07-27 19:27:08,645 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-07-27 19:27:36,214 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 7:53:23, time: 1.299, data_time: 0.681, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1583, loss: 1.1583, grad_norm: 9.1695 2020-07-27 19:27:48,117 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 7:53:09, time: 0.597, data_time: 0.011, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2700, loss: 1.2700, grad_norm: 9.4273 2020-07-27 19:28:00,462 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 7:52:55, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2362, loss: 1.2362, grad_norm: 9.4976 2020-07-27 19:28:12,697 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 7:52:41, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1513, loss: 1.1513, grad_norm: 8.8653 2020-07-27 19:28:26,585 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 7:52:27, time: 0.692, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.9511 2020-07-27 19:28:39,328 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 7:52:14, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.4517 2020-07-27 19:28:53,524 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 7:52:00, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2439, loss: 1.2439, grad_norm: 9.2476 2020-07-27 19:29:05,872 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 7:51:46, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2971, loss: 1.2971, grad_norm: 9.4311 2020-07-27 19:29:18,682 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 7:51:32, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.8051 2020-07-27 19:29:31,657 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 7:51:18, time: 0.652, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1719, loss: 1.1719, grad_norm: 9.0744 2020-07-27 19:29:46,224 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 7:51:05, time: 0.725, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.3647 2020-07-27 19:29:58,481 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 7:50:51, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2584, loss: 1.2584, grad_norm: 9.5780 2020-07-27 19:30:12,555 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 7:50:37, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.1001 2020-07-27 19:30:25,426 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 7:50:23, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.2806 2020-07-27 19:30:37,963 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 7:50:09, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1540, loss: 1.1540, grad_norm: 8.7489 2020-07-27 19:30:51,782 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 7:49:55, time: 0.694, data_time: 0.010, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.9372 2020-07-27 19:31:05,211 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 7:49:42, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.1318 2020-07-27 19:31:18,448 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 7:49:28, time: 0.666, data_time: 0.010, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1553, loss: 1.1553, grad_norm: 9.1084 2020-07-27 19:31:31,996 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 7:49:14, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2270, loss: 1.2270, grad_norm: 9.3999 2020-07-27 19:31:44,854 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 7:49:00, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1653, loss: 1.1653, grad_norm: 9.2018 2020-07-27 19:31:58,878 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 7:48:46, time: 0.699, data_time: 0.004, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.2589 2020-07-27 19:32:12,825 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 7:48:33, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.2669 2020-07-27 19:32:25,299 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 7:48:19, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.1769 2020-07-27 19:32:38,973 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 7:48:05, time: 0.687, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.1869 2020-07-27 19:32:51,561 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 7:47:51, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2479, loss: 1.2479, grad_norm: 9.4692 2020-07-27 19:33:03,832 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 7:47:37, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1458, loss: 1.1458, grad_norm: 8.9365 2020-07-27 19:33:17,660 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 7:47:23, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2491, loss: 1.2491, grad_norm: 9.2876 2020-07-27 19:33:30,775 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 7:47:10, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8875, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.3364 2020-07-27 19:33:43,360 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 7:46:56, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2373, loss: 1.2373, grad_norm: 9.2312 2020-07-27 19:33:57,249 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 7:46:42, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1516, loss: 1.1516, grad_norm: 8.9799 2020-07-27 19:34:10,731 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 7:46:28, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.1203 2020-07-27 19:34:23,118 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 7:46:14, time: 0.622, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.2763, loss: 1.2763, grad_norm: 9.2735 2020-07-27 19:34:36,528 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 7:46:01, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.0651 2020-07-27 19:34:49,731 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 7:45:47, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2287, loss: 1.2287, grad_norm: 9.5543 2020-07-27 19:35:03,348 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 7:45:33, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.1436 2020-07-27 19:35:15,732 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 7:45:19, time: 0.619, data_time: 0.001, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.3838 2020-07-27 19:35:30,065 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 7:45:05, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.3285 2020-07-27 19:35:42,311 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 7:44:51, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0600, loss: 1.0600, grad_norm: 8.5686 2020-07-27 19:35:57,368 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 7:44:38, time: 0.749, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2585, loss: 1.2585, grad_norm: 9.3010 2020-07-27 19:36:10,597 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 7:44:24, time: 0.665, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1788, loss: 1.1788, grad_norm: 9.0188 2020-07-27 19:36:23,595 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 7:44:10, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1737, loss: 1.1737, grad_norm: 9.2702 2020-07-27 19:36:37,606 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 7:43:56, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1145, loss: 1.1145, grad_norm: 8.8682 2020-07-27 19:36:50,004 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 7:43:43, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0854, loss: 1.0854, grad_norm: 8.8531 2020-07-27 19:37:03,233 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 7:43:29, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1386, loss: 1.1386, grad_norm: 8.9765 2020-07-27 19:37:16,893 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 7:43:15, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.1802 2020-07-27 19:37:29,442 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 7:43:01, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.0957 2020-07-27 19:37:42,127 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 7:42:47, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.1112 2020-07-27 19:37:55,843 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 7:42:33, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2233, loss: 1.2233, grad_norm: 9.4587 2020-07-27 19:38:09,006 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 7:42:20, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2294, loss: 1.2294, grad_norm: 9.4986 2020-07-27 19:38:21,412 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 7:42:06, time: 0.626, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8891, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.2008 2020-07-27 19:38:34,119 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 7:41:52, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.2732 2020-07-27 19:38:46,635 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 7:41:38, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.1502 2020-07-27 19:39:00,820 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 7:41:24, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2301, loss: 1.2301, grad_norm: 9.1928 2020-07-27 19:39:13,118 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 7:41:10, time: 0.615, data_time: 0.003, memory: 5170, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.1017, loss: 1.1017, grad_norm: 9.0464 2020-07-27 19:39:26,300 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 7:40:56, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.0372 2020-07-27 19:39:39,244 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 7:40:43, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2576, loss: 1.2576, grad_norm: 9.5161 2020-07-27 19:39:51,692 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 7:40:29, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2667, loss: 1.2667, grad_norm: 9.6221 2020-07-27 19:40:04,387 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 7:40:15, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.3626 2020-07-27 19:40:17,310 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 7:40:01, time: 0.646, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.1859 2020-07-27 19:40:30,201 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 7:39:47, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3499, loss: 1.3499, grad_norm: 9.6220 2020-07-27 19:40:42,745 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 7:39:33, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.2078 2020-07-27 19:40:55,482 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 7:39:19, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.2206 2020-07-27 19:41:09,699 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 7:39:06, time: 0.714, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2340, loss: 1.2340, grad_norm: 9.2817 2020-07-27 19:41:23,056 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 7:38:52, time: 0.666, data_time: 0.004, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8984, loss_cls: 1.1114, loss: 1.1114, grad_norm: 8.8199 2020-07-27 19:41:35,402 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 7:38:38, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.9572 2020-07-27 19:41:48,499 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 7:38:24, time: 0.652, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.1982 2020-07-27 19:42:02,404 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 7:38:10, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1576, loss: 1.1576, grad_norm: 8.9110 2020-07-27 19:42:15,591 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 7:37:57, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.0947 2020-07-27 19:42:27,758 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 7:37:43, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.3405 2020-07-27 19:42:41,353 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 7:37:29, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.1525 2020-07-27 19:42:54,412 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 7:37:15, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.1269 2020-07-27 19:43:08,695 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 7:37:01, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8992, loss_cls: 1.0932, loss: 1.0932, grad_norm: 8.9872 2020-07-27 19:43:22,397 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 7:36:48, time: 0.689, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.8002 2020-07-27 19:43:35,235 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 7:36:34, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.1719, loss: 1.1719, grad_norm: 9.0552 2020-07-27 19:43:49,716 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 7:36:20, time: 0.727, data_time: 0.010, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1965, loss: 1.1965, grad_norm: 9.3161 2020-07-27 19:44:03,268 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 7:36:06, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2742, loss: 1.2742, grad_norm: 9.2209 2020-07-27 19:44:15,559 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 7:35:52, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2380, loss: 1.2380, grad_norm: 9.1817 2020-07-27 19:44:28,927 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 7:35:39, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.1942 2020-07-27 19:44:42,156 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 7:35:25, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8922, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.3244 2020-07-27 19:44:54,591 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 7:35:11, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.2155 2020-07-27 19:45:07,544 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 7:34:57, time: 0.650, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.1959, loss: 1.1959, grad_norm: 9.2403 2020-07-27 19:45:20,924 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 7:34:43, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8883, loss_cls: 1.1297, loss: 1.1297, grad_norm: 8.8912 2020-07-27 19:45:33,407 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 7:34:29, time: 0.625, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.2316 2020-07-27 19:45:46,050 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 7:34:15, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.2062 2020-07-27 19:45:59,974 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 7:34:02, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8719, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.0112 2020-07-27 19:46:13,351 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 7:33:48, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.1220 2020-07-27 19:46:25,833 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 7:33:34, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.0757 2020-07-27 19:46:39,887 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 7:33:20, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1149, loss: 1.1149, grad_norm: 8.9698 2020-07-27 19:46:52,747 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 7:33:06, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1044, loss: 1.1044, grad_norm: 8.7995 2020-07-27 19:47:05,866 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 7:32:53, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8648, loss_cls: 1.2230, loss: 1.2230, grad_norm: 9.0802 2020-07-27 19:47:19,285 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 7:32:39, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8961, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.0907 2020-07-27 19:47:32,744 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 7:32:25, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.0588 2020-07-27 19:47:45,703 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 7:32:11, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1238, loss: 1.1238, grad_norm: 8.7242 2020-07-27 19:47:59,125 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 7:31:57, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.3330 2020-07-27 19:48:13,205 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 7:31:44, time: 0.703, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.0175 2020-07-27 19:48:27,258 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 7:31:30, time: 0.704, data_time: 0.008, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8953, loss_cls: 1.0953, loss: 1.0953, grad_norm: 8.5088 2020-07-27 19:48:39,454 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 7:31:16, time: 0.607, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1470, loss: 1.1470, grad_norm: 8.9566 2020-07-27 19:48:52,114 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 7:31:02, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1518, loss: 1.1518, grad_norm: 8.9220 2020-07-27 19:49:05,557 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 7:30:48, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.3210 2020-07-27 19:49:19,770 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 7:30:35, time: 0.713, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.2194, loss: 1.2194, grad_norm: 9.4646 2020-07-27 19:49:32,059 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 7:30:21, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.2581 2020-07-27 19:49:45,445 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 7:30:07, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3556, loss: 1.3556, grad_norm: 9.7884 2020-07-27 19:49:58,122 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 7:29:53, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3801, loss: 1.3801, grad_norm: 9.8265 2020-07-27 19:50:11,808 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 7:29:39, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2238, loss: 1.2238, grad_norm: 9.3021 2020-07-27 19:50:24,674 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 7:29:26, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2029, loss: 1.2029, grad_norm: 9.2246 2020-07-27 19:50:37,460 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 7:29:12, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.0976 2020-07-27 19:50:50,262 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 7:28:58, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.3070 2020-07-27 19:51:04,342 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 7:28:44, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.7453, top5_acc: 0.8977, loss_cls: 1.0496, loss: 1.0496, grad_norm: 8.7718 2020-07-27 19:51:17,832 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 7:28:30, time: 0.673, data_time: 0.004, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.2467 2020-07-27 19:51:30,203 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 7:28:16, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1944, loss: 1.1944, grad_norm: 9.1059 2020-07-27 19:51:43,494 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 7:28:03, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.5423 2020-07-27 19:51:56,801 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 7:27:49, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.0934 2020-07-27 19:52:09,562 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 7:27:35, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.9000, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.3051 2020-07-27 19:52:22,740 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 7:27:21, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2169, loss: 1.2169, grad_norm: 8.9228 2020-07-27 19:52:36,107 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 7:27:07, time: 0.669, data_time: 0.003, memory: 5170, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.1603 2020-07-27 19:52:48,879 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 7:26:54, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.2314, loss: 1.2314, grad_norm: 9.1691 2020-07-27 19:53:01,656 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 7:26:40, time: 0.643, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.0318 2020-07-27 19:53:16,525 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 7:26:26, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.2338 2020-07-27 19:53:28,770 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 7:26:12, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2922, loss: 1.2922, grad_norm: 9.4653 2020-07-27 19:53:42,247 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 7:25:58, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.1592, loss: 1.1592, grad_norm: 8.9089 2020-07-27 19:53:57,003 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 7:25:45, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.3567 2020-07-27 19:54:09,843 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 7:25:31, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2016, loss: 1.2016, grad_norm: 9.1271 2020-07-27 19:54:23,245 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 7:25:17, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.2706, loss: 1.2706, grad_norm: 9.4060 2020-07-27 19:54:36,924 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 7:25:03, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.0698 2020-07-27 19:54:49,291 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 7:24:49, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.0409 2020-07-27 19:55:03,968 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 7:24:36, time: 0.734, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.3322 2020-07-27 19:55:16,804 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 7:24:22, time: 0.642, data_time: 0.002, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.9309 2020-07-27 19:55:29,650 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 7:24:08, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2083, loss: 1.2083, grad_norm: 9.3513 2020-07-27 19:55:43,516 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 7:23:54, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.2351 2020-07-27 19:55:56,804 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 7:23:41, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1260, loss: 1.1260, grad_norm: 8.8553 2020-07-27 19:56:10,065 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 7:23:27, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2591, loss: 1.2591, grad_norm: 9.3494 2020-07-27 19:56:23,770 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 7:23:13, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1238, loss: 1.1238, grad_norm: 8.6549 2020-07-27 19:56:37,310 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 7:22:59, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.1493 2020-07-27 19:56:49,927 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 7:22:45, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.4002 2020-07-27 19:57:04,121 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 7:22:32, time: 0.714, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.1807 2020-07-27 19:57:17,743 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 7:22:18, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2602, loss: 1.2602, grad_norm: 9.1418 2020-07-27 19:57:31,041 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 7:22:04, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1063, loss: 1.1063, grad_norm: 9.0869 2020-07-27 19:57:44,158 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 7:21:50, time: 0.656, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2819, loss: 1.2819, grad_norm: 9.3237 2020-07-27 19:57:57,375 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 7:21:36, time: 0.661, data_time: 0.002, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8930, loss_cls: 1.1998, loss: 1.1998, grad_norm: 9.3648 2020-07-27 19:58:11,124 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 7:21:23, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2497, loss: 1.2497, grad_norm: 9.3924 2020-07-27 19:58:24,094 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 7:21:09, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.1524 2020-07-27 19:58:36,896 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 7:20:55, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2165, loss: 1.2165, grad_norm: 9.0144 2020-07-27 19:58:49,949 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 7:20:41, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.2219 2020-07-27 19:59:04,349 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 7:20:27, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.9008, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.3786 2020-07-27 19:59:17,694 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 7:20:14, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2453, loss: 1.2453, grad_norm: 9.4716 2020-07-27 19:59:30,451 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 7:20:00, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.2673 2020-07-27 19:59:43,800 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 7:19:46, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.1060 2020-07-27 19:59:56,434 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 7:19:32, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.2902 2020-07-27 20:00:11,134 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 7:19:19, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8938, loss_cls: 1.0918, loss: 1.0918, grad_norm: 9.0276 2020-07-27 20:00:24,749 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 7:19:05, time: 0.686, data_time: 0.024, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.0269 2020-07-27 20:00:39,231 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 7:18:51, time: 0.727, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.0832, loss: 1.0832, grad_norm: 8.7562 2020-07-27 20:00:52,881 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 7:18:37, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1509, loss: 1.1509, grad_norm: 9.2586 2020-07-27 20:01:05,223 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 7:18:23, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.1425 2020-07-27 20:01:19,190 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 7:18:10, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1359, loss: 1.1359, grad_norm: 8.9682 2020-07-27 20:01:32,636 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 7:17:56, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1660, loss: 1.1660, grad_norm: 9.1520 2020-07-27 20:01:45,504 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 7:17:42, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2166, loss: 1.2166, grad_norm: 9.2619 2020-07-27 20:01:59,509 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 7:17:28, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.3179 2020-07-27 20:02:14,187 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 7:17:15, time: 0.732, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.1367 2020-07-27 20:02:26,753 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 7:17:01, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.9468 2020-07-27 20:02:40,335 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 7:16:47, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.0956 2020-07-27 20:02:54,959 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 7:16:33, time: 0.734, data_time: 0.009, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1035, loss: 1.1035, grad_norm: 8.6616 2020-07-27 20:03:08,190 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 7:16:20, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8992, loss_cls: 1.1193, loss: 1.1193, grad_norm: 9.1296 2020-07-27 20:03:21,470 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 7:16:06, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.3000 2020-07-27 20:03:34,998 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 7:15:52, time: 0.676, data_time: 0.004, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2414, loss: 1.2414, grad_norm: 9.2987 2020-07-27 20:03:48,713 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 7:15:38, time: 0.686, data_time: 0.001, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8812, loss_cls: 1.1570, loss: 1.1570, grad_norm: 8.9475 2020-07-27 20:04:02,331 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 7:15:25, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8953, loss_cls: 1.0943, loss: 1.0943, grad_norm: 8.9082 2020-07-27 20:04:15,746 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 7:15:11, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2524, loss: 1.2524, grad_norm: 9.1552 2020-07-27 20:04:28,593 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 7:14:57, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.2787 2020-07-27 20:04:42,738 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 7:14:43, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.1630 2020-07-27 20:04:55,347 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 7:14:29, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.2702 2020-07-27 20:05:08,832 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 7:14:16, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2262, loss: 1.2262, grad_norm: 9.2979 2020-07-27 20:05:22,154 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 7:14:02, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.4263 2020-07-27 20:05:36,400 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 7:13:48, time: 0.712, data_time: 0.002, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.0341 2020-07-27 20:05:49,820 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 7:13:34, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2427, loss: 1.2427, grad_norm: 9.2709 2020-07-27 20:06:03,045 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 7:13:20, time: 0.666, data_time: 0.012, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0903, loss: 1.0903, grad_norm: 8.9028 2020-07-27 20:06:16,119 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 7:13:07, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2825, loss: 1.2825, grad_norm: 9.3534 2020-07-27 20:06:30,750 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 7:12:53, time: 0.735, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.2361 2020-07-27 20:06:44,104 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 7:12:39, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.0658 2020-07-27 20:06:56,765 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 7:12:25, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.1373 2020-07-27 20:07:11,465 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 7:12:12, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.4006 2020-07-27 20:07:24,040 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 7:11:58, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.3315 2020-07-27 20:07:37,736 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 7:11:44, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.3068 2020-07-27 20:07:52,749 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 7:11:30, time: 0.753, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8789, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.1403 2020-07-27 20:08:06,365 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 7:11:17, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1294 2020-07-27 20:08:18,981 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 7:11:03, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.1453 2020-07-27 20:08:33,238 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 7:10:49, time: 0.714, data_time: 0.003, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.1934 2020-07-27 20:08:47,108 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 7:10:35, time: 0.692, data_time: 0.004, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.3189 2020-07-27 20:08:58,918 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-27 20:09:24,363 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-04, eta: 7:10:10, time: 1.191, data_time: 0.591, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1297, loss: 1.1297, grad_norm: 9.0197 2020-07-27 20:09:36,437 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-04, eta: 7:09:56, time: 0.606, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.1859 2020-07-27 20:09:49,728 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-04, eta: 7:09:42, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2379, loss: 1.2379, grad_norm: 9.2870 2020-07-27 20:10:03,869 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-04, eta: 7:09:28, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8773, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.0467 2020-07-27 20:10:16,335 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-04, eta: 7:09:14, time: 0.623, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2591, loss: 1.2591, grad_norm: 9.3033 2020-07-27 20:10:29,889 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-04, eta: 7:09:01, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1618, loss: 1.1618, grad_norm: 8.9967 2020-07-27 20:10:43,732 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-04, eta: 7:08:47, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1024, loss: 1.1024, grad_norm: 8.7407 2020-07-27 20:10:57,444 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-04, eta: 7:08:33, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.5704 2020-07-27 20:11:10,557 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-04, eta: 7:08:19, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.4091 2020-07-27 20:11:25,872 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-04, eta: 7:08:06, time: 0.765, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.0947, loss: 1.0947, grad_norm: 8.7209 2020-07-27 20:11:38,150 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-04, eta: 7:07:52, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.1070, loss: 1.1070, grad_norm: 9.0055 2020-07-27 20:11:51,686 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-04, eta: 7:07:38, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.8870 2020-07-27 20:12:05,533 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-04, eta: 7:07:24, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2015, loss: 1.2015, grad_norm: 8.9516 2020-07-27 20:12:18,613 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-04, eta: 7:07:11, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1072, loss: 1.1072, grad_norm: 8.7266 2020-07-27 20:12:32,475 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-04, eta: 7:06:57, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.1819 2020-07-27 20:12:46,583 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-04, eta: 7:06:43, time: 0.703, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.0016 2020-07-27 20:12:59,022 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-04, eta: 7:06:29, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.1202, loss: 1.1202, grad_norm: 8.9930 2020-07-27 20:13:12,692 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-04, eta: 7:06:15, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1055, loss: 1.1055, grad_norm: 8.6278 2020-07-27 20:13:27,499 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-04, eta: 7:06:02, time: 0.742, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.1485 2020-07-27 20:13:39,930 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-04, eta: 7:05:48, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.0709 2020-07-27 20:13:53,282 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-04, eta: 7:05:34, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.0228 2020-07-27 20:14:05,921 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-04, eta: 7:05:20, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.0900 2020-07-27 20:14:18,746 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-04, eta: 7:05:06, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2402, loss: 1.2402, grad_norm: 9.4506 2020-07-27 20:14:32,381 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-04, eta: 7:04:53, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.0432 2020-07-27 20:14:46,531 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-04, eta: 7:04:39, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.1147 2020-07-27 20:14:59,986 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-04, eta: 7:04:25, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2555, loss: 1.2555, grad_norm: 9.3327 2020-07-27 20:15:12,567 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-04, eta: 7:04:11, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8938, loss_cls: 1.1126, loss: 1.1126, grad_norm: 9.0826 2020-07-27 20:15:26,201 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-04, eta: 7:03:58, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.0552 2020-07-27 20:15:39,973 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-04, eta: 7:03:44, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.2940 2020-07-27 20:15:52,665 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-04, eta: 7:03:30, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.1925, loss: 1.1925, grad_norm: 9.1390 2020-07-27 20:16:07,642 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-04, eta: 7:03:16, time: 0.749, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1745, loss: 1.1745, grad_norm: 9.1452 2020-07-27 20:16:20,921 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-04, eta: 7:03:03, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.9541 2020-07-27 20:16:34,237 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-04, eta: 7:02:49, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.2620 2020-07-27 20:16:47,796 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-04, eta: 7:02:35, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.0823 2020-07-27 20:17:01,510 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-04, eta: 7:02:21, time: 0.686, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1382, loss: 1.1382, grad_norm: 8.9256 2020-07-27 20:17:15,083 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-04, eta: 7:02:07, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.2377 2020-07-27 20:17:27,747 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-04, eta: 7:01:54, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.2494 2020-07-27 20:17:41,403 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-04, eta: 7:01:40, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2249, loss: 1.2249, grad_norm: 9.5187 2020-07-27 20:17:55,045 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-04, eta: 7:01:26, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.3964 2020-07-27 20:18:07,473 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-04, eta: 7:01:12, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.2064 2020-07-27 20:18:21,048 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-04, eta: 7:00:58, time: 0.682, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2459, loss: 1.2459, grad_norm: 9.5724 2020-07-27 20:18:35,322 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-04, eta: 7:00:45, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.0373 2020-07-27 20:18:47,925 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-04, eta: 7:00:31, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.1280 2020-07-27 20:19:01,629 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-04, eta: 7:00:17, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.6761 2020-07-27 20:19:14,381 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-04, eta: 7:00:03, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8859, loss_cls: 1.1459, loss: 1.1459, grad_norm: 8.8780 2020-07-27 20:19:28,167 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-04, eta: 6:59:50, time: 0.685, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1982, loss: 1.1982, grad_norm: 9.3794 2020-07-27 20:19:41,682 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-04, eta: 6:59:36, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.7508, top5_acc: 0.9070, loss_cls: 1.0708, loss: 1.0708, grad_norm: 8.9631 2020-07-27 20:19:54,513 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-04, eta: 6:59:22, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.0343 2020-07-27 20:20:07,736 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-04, eta: 6:59:08, time: 0.665, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2879, loss: 1.2879, grad_norm: 9.4972 2020-07-27 20:20:20,861 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-04, eta: 6:58:54, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.3181 2020-07-27 20:20:33,947 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-04, eta: 6:58:41, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2587, loss: 1.2587, grad_norm: 9.3946 2020-07-27 20:20:48,507 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-04, eta: 6:58:27, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.1977 2020-07-27 20:21:01,755 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-04, eta: 6:58:13, time: 0.669, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3232, loss: 1.3232, grad_norm: 9.7920 2020-07-27 20:21:14,366 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-04, eta: 6:57:59, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.3438 2020-07-27 20:21:27,820 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-04, eta: 6:57:45, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.9954 2020-07-27 20:21:41,455 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-04, eta: 6:57:32, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.1772, loss: 1.1772, grad_norm: 8.8186 2020-07-27 20:21:54,696 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-04, eta: 6:57:18, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.1430 2020-07-27 20:22:07,285 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-04, eta: 6:57:04, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1096, loss: 1.1096, grad_norm: 8.8023 2020-07-27 20:22:20,005 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-04, eta: 6:56:50, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.1300 2020-07-27 20:22:33,429 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-04, eta: 6:56:36, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1339, loss: 1.1339, grad_norm: 8.9504 2020-07-27 20:22:47,425 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-04, eta: 6:56:23, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.3883 2020-07-27 20:23:00,226 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-04, eta: 6:56:09, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.2152 2020-07-27 20:23:13,583 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-04, eta: 6:55:55, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.6721 2020-07-27 20:23:26,290 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-04, eta: 6:55:41, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1573, loss: 1.1573, grad_norm: 8.9207 2020-07-27 20:23:39,238 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-04, eta: 6:55:27, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.0999 2020-07-27 20:23:53,045 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-04, eta: 6:55:14, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1032, loss: 1.1032, grad_norm: 9.2709 2020-07-27 20:24:07,790 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-04, eta: 6:55:00, time: 0.741, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.9322 2020-07-27 20:24:20,145 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-04, eta: 6:54:46, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2680, loss: 1.2680, grad_norm: 9.4594 2020-07-27 20:24:33,240 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-04, eta: 6:54:32, time: 0.660, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1532, loss: 1.1532, grad_norm: 8.9517 2020-07-27 20:24:47,118 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-04, eta: 6:54:18, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.5060 2020-07-27 20:24:59,684 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-04, eta: 6:54:05, time: 0.637, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.2217 2020-07-27 20:25:12,785 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-04, eta: 6:53:51, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1943, loss: 1.1943, grad_norm: 9.3227 2020-07-27 20:25:25,826 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-04, eta: 6:53:37, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.2172, loss: 1.2172, grad_norm: 9.3016 2020-07-27 20:25:39,338 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-04, eta: 6:53:23, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.3127 2020-07-27 20:25:52,658 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-04, eta: 6:53:09, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.3711 2020-07-27 20:26:05,340 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-04, eta: 6:52:56, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.5297 2020-07-27 20:26:18,309 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-04, eta: 6:52:42, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.3925 2020-07-27 20:26:32,119 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-04, eta: 6:52:28, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.3055, loss: 1.3055, grad_norm: 9.7401 2020-07-27 20:26:46,066 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-04, eta: 6:52:14, time: 0.697, data_time: 0.002, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1829, loss: 1.1829, grad_norm: 9.2717 2020-07-27 20:26:59,304 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-04, eta: 6:52:00, time: 0.662, data_time: 0.002, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.3311 2020-07-27 20:27:13,932 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-04, eta: 6:51:47, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1174, loss: 1.1174, grad_norm: 9.0885 2020-07-27 20:27:26,141 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-04, eta: 6:51:33, time: 0.614, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2260, loss: 1.2260, grad_norm: 9.4549 2020-07-27 20:27:39,628 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-04, eta: 6:51:19, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1966, loss: 1.1966, grad_norm: 9.3488 2020-07-27 20:27:52,455 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-04, eta: 6:51:05, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.2888 2020-07-27 20:28:05,148 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-04, eta: 6:50:51, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.1432 2020-07-27 20:28:20,240 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-04, eta: 6:50:38, time: 0.756, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.1968 2020-07-27 20:28:35,312 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-04, eta: 6:50:24, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.4502 2020-07-27 20:28:47,553 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-04, eta: 6:50:10, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1269, loss: 1.1269, grad_norm: 9.0237 2020-07-27 20:29:01,962 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-04, eta: 6:49:57, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.8058 2020-07-27 20:29:14,694 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-04, eta: 6:49:43, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.0525 2020-07-27 20:29:28,323 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-04, eta: 6:49:29, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.3639 2020-07-27 20:29:41,285 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-04, eta: 6:49:15, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.1560 2020-07-27 20:29:53,885 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-04, eta: 6:49:01, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.9339 2020-07-27 20:30:06,737 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-04, eta: 6:48:48, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1513, loss: 1.1513, grad_norm: 8.8161 2020-07-27 20:30:19,551 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-04, eta: 6:48:34, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7562, top5_acc: 0.9023, loss_cls: 1.0401, loss: 1.0401, grad_norm: 8.8573 2020-07-27 20:30:33,372 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-04, eta: 6:48:20, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1306, loss: 1.1306, grad_norm: 8.9340 2020-07-27 20:30:47,018 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-04, eta: 6:48:06, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8742, loss_cls: 1.2637, loss: 1.2637, grad_norm: 9.4211 2020-07-27 20:31:00,000 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-04, eta: 6:47:52, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379, grad_norm: 9.2072 2020-07-27 20:31:12,607 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-04, eta: 6:47:38, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1557, loss: 1.1557, grad_norm: 9.0992 2020-07-27 20:31:26,715 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-04, eta: 6:47:25, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2485, loss: 1.2485, grad_norm: 9.3803 2020-07-27 20:31:39,614 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-04, eta: 6:47:11, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3356, loss: 1.3356, grad_norm: 9.6457 2020-07-27 20:31:52,370 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-04, eta: 6:46:57, time: 0.640, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.4817 2020-07-27 20:32:05,429 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-04, eta: 6:46:43, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.1217 2020-07-27 20:32:18,801 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-04, eta: 6:46:29, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.1667 2020-07-27 20:32:32,397 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-04, eta: 6:46:16, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.1193 2020-07-27 20:32:46,553 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-04, eta: 6:46:02, time: 0.710, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2359, loss: 1.2359, grad_norm: 9.4422 2020-07-27 20:32:58,874 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-04, eta: 6:45:48, time: 0.616, data_time: 0.002, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.2365 2020-07-27 20:33:11,536 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-04, eta: 6:45:34, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.3770 2020-07-27 20:33:24,964 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-04, eta: 6:45:21, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.1843 2020-07-27 20:33:38,238 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-04, eta: 6:45:07, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1458, loss: 1.1458, grad_norm: 8.9359 2020-07-27 20:33:51,153 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-04, eta: 6:44:53, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.1031 2020-07-27 20:34:04,601 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-04, eta: 6:44:39, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1953, loss: 1.1953, grad_norm: 9.4525 2020-07-27 20:34:18,647 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-04, eta: 6:44:25, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.0498 2020-07-27 20:34:31,605 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-04, eta: 6:44:12, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2616, loss: 1.2616, grad_norm: 9.2000 2020-07-27 20:34:43,844 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-04, eta: 6:43:58, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.2650, loss: 1.2650, grad_norm: 9.1665 2020-07-27 20:34:56,666 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-04, eta: 6:43:44, time: 0.639, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.1280 2020-07-27 20:35:10,501 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-04, eta: 6:43:30, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2366, loss: 1.2366, grad_norm: 9.3828 2020-07-27 20:35:22,971 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-04, eta: 6:43:16, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8906, loss_cls: 1.1276, loss: 1.1276, grad_norm: 8.7086 2020-07-27 20:35:36,683 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-04, eta: 6:43:02, time: 0.687, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.3704 2020-07-27 20:35:49,590 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-04, eta: 6:42:49, time: 0.643, data_time: 0.004, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.0766 2020-07-27 20:36:02,987 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-04, eta: 6:42:35, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.2933 2020-07-27 20:36:17,853 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-04, eta: 6:42:21, time: 0.740, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1650, loss: 1.1650, grad_norm: 9.1701 2020-07-27 20:36:31,476 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-04, eta: 6:42:07, time: 0.685, data_time: 0.011, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2430, loss: 1.2430, grad_norm: 9.6047 2020-07-27 20:36:43,764 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-04, eta: 6:41:54, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8914, loss_cls: 1.1004, loss: 1.1004, grad_norm: 8.8518 2020-07-27 20:36:56,981 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-04, eta: 6:41:40, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2882, loss: 1.2882, grad_norm: 9.5797 2020-07-27 20:37:09,528 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-04, eta: 6:41:26, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8781, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.8894 2020-07-27 20:37:22,178 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-04, eta: 6:41:12, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.2045 2020-07-27 20:37:35,188 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-04, eta: 6:40:58, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8805, loss_cls: 1.2374, loss: 1.2374, grad_norm: 9.4247 2020-07-27 20:37:49,113 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-04, eta: 6:40:45, time: 0.699, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.0914 2020-07-27 20:38:01,311 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-04, eta: 6:40:31, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.1585 2020-07-27 20:38:13,647 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-04, eta: 6:40:17, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.1350 2020-07-27 20:38:26,494 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-04, eta: 6:40:03, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3042, loss: 1.3042, grad_norm: 9.6825 2020-07-27 20:38:39,701 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-04, eta: 6:39:49, time: 0.664, data_time: 0.010, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8773, loss_cls: 1.2495, loss: 1.2495, grad_norm: 9.4567 2020-07-27 20:38:52,923 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-04, eta: 6:39:35, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.1454 2020-07-27 20:39:05,640 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-04, eta: 6:39:21, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.2456 2020-07-27 20:39:19,249 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-04, eta: 6:39:08, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1075, loss: 1.1075, grad_norm: 9.2146 2020-07-27 20:39:33,004 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-04, eta: 6:38:54, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1769, loss: 1.1769, grad_norm: 9.1163 2020-07-27 20:39:45,983 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-04, eta: 6:38:40, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2445, loss: 1.2445, grad_norm: 9.2642 2020-07-27 20:39:58,475 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-04, eta: 6:38:26, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1413, loss: 1.1413, grad_norm: 8.8782 2020-07-27 20:40:12,908 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-04, eta: 6:38:13, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.2470 2020-07-27 20:40:25,666 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-04, eta: 6:37:59, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.1884 2020-07-27 20:40:38,947 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-04, eta: 6:37:45, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2589, loss: 1.2589, grad_norm: 9.2763 2020-07-27 20:40:51,485 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-04, eta: 6:37:31, time: 0.629, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.0825 2020-07-27 20:41:05,272 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-04, eta: 6:37:17, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2083, loss: 1.2083, grad_norm: 9.1828 2020-07-27 20:41:18,923 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-04, eta: 6:37:04, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2531, loss: 1.2531, grad_norm: 9.4821 2020-07-27 20:41:32,199 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-04, eta: 6:36:50, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.2990 2020-07-27 20:41:45,709 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-04, eta: 6:36:36, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.3839 2020-07-27 20:41:58,497 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-04, eta: 6:36:22, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.2080 2020-07-27 20:42:12,661 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-04, eta: 6:36:08, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.0899 2020-07-27 20:42:24,939 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-04, eta: 6:35:55, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2549, loss: 1.2549, grad_norm: 9.1148 2020-07-27 20:42:39,004 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-04, eta: 6:35:41, time: 0.707, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.3273 2020-07-27 20:42:51,578 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-04, eta: 6:35:27, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.3640 2020-07-27 20:43:05,968 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-04, eta: 6:35:13, time: 0.723, data_time: 0.011, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8727, loss_cls: 1.2078, loss: 1.2078, grad_norm: 9.3107 2020-07-27 20:43:20,469 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-04, eta: 6:35:00, time: 0.721, data_time: 0.004, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.0931 2020-07-27 20:43:32,820 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-04, eta: 6:34:46, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.1247 2020-07-27 20:43:45,464 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-04, eta: 6:34:32, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8852, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.2896 2020-07-27 20:43:58,806 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-04, eta: 6:34:18, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2375, loss: 1.2375, grad_norm: 9.4392 2020-07-27 20:44:13,911 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-04, eta: 6:34:05, time: 0.755, data_time: 0.002, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2443, loss: 1.2443, grad_norm: 9.3766 2020-07-27 20:44:26,307 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-04, eta: 6:33:51, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2310, loss: 1.2310, grad_norm: 9.3389 2020-07-27 20:44:38,602 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-04, eta: 6:33:37, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.3610 2020-07-27 20:44:51,985 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-04, eta: 6:33:23, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.1740 2020-07-27 20:45:04,627 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-04, eta: 6:33:09, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1482, loss: 1.1482, grad_norm: 9.0886 2020-07-27 20:45:17,219 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-04, eta: 6:32:55, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1969, loss: 1.1969, grad_norm: 9.3092 2020-07-27 20:45:30,212 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-04, eta: 6:32:41, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.2672 2020-07-27 20:45:43,087 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-04, eta: 6:32:28, time: 0.644, data_time: 0.002, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8797, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.8184 2020-07-27 20:45:55,480 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-04, eta: 6:32:14, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.0122 2020-07-27 20:46:08,336 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-04, eta: 6:32:00, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.0939 2020-07-27 20:46:22,253 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-04, eta: 6:31:46, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.1235 2020-07-27 20:46:35,638 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-04, eta: 6:31:32, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8992, loss_cls: 1.1015, loss: 1.1015, grad_norm: 9.1231 2020-07-27 20:46:50,019 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-04, eta: 6:31:19, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.2599, loss: 1.2599, grad_norm: 9.5273 2020-07-27 20:47:03,870 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-04, eta: 6:31:05, time: 0.702, data_time: 0.012, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.2166 2020-07-27 20:47:16,336 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-04, eta: 6:30:51, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.0650 2020-07-27 20:47:28,950 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-04, eta: 6:30:37, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2744, loss: 1.2744, grad_norm: 9.8200 2020-07-27 20:47:41,587 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-04, eta: 6:30:23, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.4202 2020-07-27 20:47:54,240 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-04, eta: 6:30:10, time: 0.636, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.3383 2020-07-27 20:48:06,830 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-04, eta: 6:29:56, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2150, loss: 1.2150, grad_norm: 9.0064 2020-07-27 20:48:19,599 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-04, eta: 6:29:42, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.5370 2020-07-27 20:48:32,206 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-04, eta: 6:29:28, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.0732 2020-07-27 20:48:45,302 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-04, eta: 6:29:14, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1487, loss: 1.1487, grad_norm: 8.9213 2020-07-27 20:48:58,734 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-04, eta: 6:29:00, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1342, loss: 1.1342, grad_norm: 8.6701 2020-07-27 20:49:11,019 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-04, eta: 6:28:47, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.3616 2020-07-27 20:49:25,212 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-04, eta: 6:28:33, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.4009 2020-07-27 20:49:37,583 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-04, eta: 6:28:19, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.1327 2020-07-27 20:49:50,065 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-04, eta: 6:28:05, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.1259 2020-07-27 20:50:03,717 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-04, eta: 6:27:51, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1288, loss: 1.1288, grad_norm: 9.1118 2020-07-27 20:50:16,131 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-04, eta: 6:27:37, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1694, loss: 1.1694, grad_norm: 8.8510 2020-07-27 20:50:28,683 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-04, eta: 6:27:24, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1217, loss: 1.1217, grad_norm: 9.1559 2020-07-27 20:50:40,433 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-07-27 20:51:01,902 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-04, eta: 6:26:58, time: 1.007, data_time: 0.405, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.3055 2020-07-27 20:51:15,275 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-04, eta: 6:26:44, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1359, loss: 1.1359, grad_norm: 9.0538 2020-07-27 20:51:27,842 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-04, eta: 6:26:30, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2916, loss: 1.2916, grad_norm: 9.5464 2020-07-27 20:51:40,105 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-04, eta: 6:26:16, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.0866 2020-07-27 20:51:53,669 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-04, eta: 6:26:02, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2137, loss: 1.2137, grad_norm: 9.2231 2020-07-27 20:52:06,211 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-04, eta: 6:25:49, time: 0.630, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.2423 2020-07-27 20:52:20,196 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-04, eta: 6:25:35, time: 0.698, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.3946 2020-07-27 20:52:33,777 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-04, eta: 6:25:21, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.2438 2020-07-27 20:52:46,667 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-04, eta: 6:25:07, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.9000, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.7937 2020-07-27 20:52:58,953 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-04, eta: 6:24:53, time: 0.619, data_time: 0.012, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.2591 2020-07-27 20:53:13,894 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-04, eta: 6:24:40, time: 0.746, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2412, loss: 1.2412, grad_norm: 9.5229 2020-07-27 20:53:27,129 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-04, eta: 6:24:26, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.3145 2020-07-27 20:53:39,303 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-04, eta: 6:24:12, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8867, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.4634 2020-07-27 20:53:51,835 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-04, eta: 6:23:58, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2484, loss: 1.2484, grad_norm: 9.1739 2020-07-27 20:54:04,179 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-04, eta: 6:23:44, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.0645 2020-07-27 20:54:18,697 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-04, eta: 6:23:31, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 1.1124, loss: 1.1124, grad_norm: 9.1630 2020-07-27 20:54:30,983 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-04, eta: 6:23:17, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1456, loss: 1.1456, grad_norm: 8.9822 2020-07-27 20:54:44,672 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-04, eta: 6:23:03, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.1961 2020-07-27 20:54:57,687 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-04, eta: 6:22:49, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1562, loss: 1.1562, grad_norm: 8.8920 2020-07-27 20:55:11,630 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-04, eta: 6:22:36, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.1091 2020-07-27 20:55:24,375 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-04, eta: 6:22:22, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.9617 2020-07-27 20:55:36,803 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-04, eta: 6:22:08, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.9000, loss_cls: 1.1013, loss: 1.1013, grad_norm: 9.1093 2020-07-27 20:55:49,616 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-04, eta: 6:21:54, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2602, loss: 1.2602, grad_norm: 9.2700 2020-07-27 20:56:03,341 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-04, eta: 6:21:40, time: 0.687, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2137, loss: 1.2137, grad_norm: 9.3182 2020-07-27 20:56:17,034 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-04, eta: 6:21:26, time: 0.683, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8719, loss_cls: 1.2611, loss: 1.2611, grad_norm: 9.6216 2020-07-27 20:56:30,314 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-04, eta: 6:21:13, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.0632 2020-07-27 20:56:42,700 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-04, eta: 6:20:59, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.0946 2020-07-27 20:56:57,270 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-04, eta: 6:20:45, time: 0.731, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.2374 2020-07-27 20:57:11,025 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-04, eta: 6:20:31, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.0341 2020-07-27 20:57:23,889 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-04, eta: 6:20:18, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.0655 2020-07-27 20:57:36,240 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-04, eta: 6:20:04, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.2436 2020-07-27 20:57:50,521 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-04, eta: 6:19:50, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.1391 2020-07-27 20:58:03,300 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-04, eta: 6:19:36, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1323, loss: 1.1323, grad_norm: 9.2025 2020-07-27 20:58:16,413 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-04, eta: 6:19:22, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.1102 2020-07-27 20:58:29,997 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-04, eta: 6:19:09, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.3268 2020-07-27 20:58:43,124 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-04, eta: 6:18:55, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.0536 2020-07-27 20:58:57,564 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-04, eta: 6:18:41, time: 0.718, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2340, loss: 1.2340, grad_norm: 9.3377 2020-07-27 20:59:10,620 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-04, eta: 6:18:27, time: 0.657, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.2738 2020-07-27 20:59:23,428 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-04, eta: 6:18:14, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.1064 2020-07-27 20:59:36,877 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-04, eta: 6:18:00, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2581, loss: 1.2581, grad_norm: 9.4070 2020-07-27 20:59:50,010 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-04, eta: 6:17:46, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.1636 2020-07-27 21:00:03,275 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-04, eta: 6:17:32, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.0200 2020-07-27 21:00:16,566 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-04, eta: 6:17:18, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.5487 2020-07-27 21:00:29,200 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-04, eta: 6:17:05, time: 0.638, data_time: 0.015, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.1851 2020-07-27 21:00:42,881 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-04, eta: 6:16:51, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8969, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.4384 2020-07-27 21:00:56,278 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-04, eta: 6:16:37, time: 0.669, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.5242 2020-07-27 21:01:08,758 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-04, eta: 6:16:23, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.0459 2020-07-27 21:01:22,843 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-04, eta: 6:16:09, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.9794 2020-07-27 21:01:35,137 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-04, eta: 6:15:56, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.3627 2020-07-27 21:01:48,284 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-04, eta: 6:15:42, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8750, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.1359 2020-07-27 21:02:01,217 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-04, eta: 6:15:28, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3046, loss: 1.3046, grad_norm: 9.4788 2020-07-27 21:02:15,244 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-04, eta: 6:15:14, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.4941 2020-07-27 21:02:28,522 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-04, eta: 6:15:00, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8852, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.0458 2020-07-27 21:02:40,986 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-04, eta: 6:14:47, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2399, loss: 1.2399, grad_norm: 9.8144 2020-07-27 21:02:53,538 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-04, eta: 6:14:33, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1407, loss: 1.1407, grad_norm: 9.0917 2020-07-27 21:03:06,379 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-04, eta: 6:14:19, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.6930, top5_acc: 0.9000, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.3882 2020-07-27 21:03:18,718 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-04, eta: 6:14:05, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2321, loss: 1.2321, grad_norm: 9.1513 2020-07-27 21:03:31,418 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-04, eta: 6:13:51, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.3517 2020-07-27 21:03:43,894 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-04, eta: 6:13:37, time: 0.627, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.3246 2020-07-27 21:03:57,061 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-04, eta: 6:13:24, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.1994 2020-07-27 21:04:09,762 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-04, eta: 6:13:10, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2150, loss: 1.2150, grad_norm: 9.5335 2020-07-27 21:04:22,741 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-04, eta: 6:12:56, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.4878 2020-07-27 21:04:35,162 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-04, eta: 6:12:42, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.2567 2020-07-27 21:04:47,652 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-04, eta: 6:12:28, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3220, loss: 1.3220, grad_norm: 9.7349 2020-07-27 21:05:02,720 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-04, eta: 6:12:15, time: 0.755, data_time: 0.005, memory: 5170, top1_acc: 0.7383, top5_acc: 0.9016, loss_cls: 1.0917, loss: 1.0917, grad_norm: 9.0883 2020-07-27 21:05:16,324 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-04, eta: 6:12:01, time: 0.680, data_time: 0.002, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1174, loss: 1.1174, grad_norm: 9.0133 2020-07-27 21:05:29,607 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-04, eta: 6:11:47, time: 0.662, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.4114 2020-07-27 21:05:42,605 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-04, eta: 6:11:33, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.3638 2020-07-27 21:05:56,026 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-04, eta: 6:11:19, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7406, top5_acc: 0.8820, loss_cls: 1.1195, loss: 1.1195, grad_norm: 8.9016 2020-07-27 21:06:08,515 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-04, eta: 6:11:06, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.1387 2020-07-27 21:06:22,442 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-04, eta: 6:10:52, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8781, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.0491 2020-07-27 21:06:35,556 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-04, eta: 6:10:38, time: 0.659, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.6170 2020-07-27 21:06:48,964 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-04, eta: 6:10:24, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.2522 2020-07-27 21:07:01,615 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-04, eta: 6:10:10, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.1948 2020-07-27 21:07:13,936 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-04, eta: 6:09:57, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1183, loss: 1.1183, grad_norm: 8.8099 2020-07-27 21:07:27,217 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-04, eta: 6:09:43, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.3228 2020-07-27 21:07:39,524 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-04, eta: 6:09:29, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.4256 2020-07-27 21:07:53,550 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-04, eta: 6:09:15, time: 0.705, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.0459 2020-07-27 21:08:06,594 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-04, eta: 6:09:01, time: 0.648, data_time: 0.004, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.4548 2020-07-27 21:08:20,346 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-04, eta: 6:08:48, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.0074 2020-07-27 21:08:33,607 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-04, eta: 6:08:34, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2675, loss: 1.2675, grad_norm: 9.5162 2020-07-27 21:08:46,028 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-04, eta: 6:08:20, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.1184 2020-07-27 21:08:58,378 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-04, eta: 6:08:06, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2419, loss: 1.2419, grad_norm: 9.1895 2020-07-27 21:09:10,834 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-04, eta: 6:07:52, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.2625 2020-07-27 21:09:23,278 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-04, eta: 6:07:38, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.3206 2020-07-27 21:09:35,723 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-04, eta: 6:07:25, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8867, loss_cls: 1.1067, loss: 1.1067, grad_norm: 8.9367 2020-07-27 21:09:48,494 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-04, eta: 6:07:11, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1314, loss: 1.1314, grad_norm: 9.0419 2020-07-27 21:10:01,757 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-04, eta: 6:06:57, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.2737 2020-07-27 21:10:14,039 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-04, eta: 6:06:43, time: 0.614, data_time: 0.002, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1934, loss: 1.1934, grad_norm: 9.2195 2020-07-27 21:10:26,600 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-04, eta: 6:06:29, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3036, loss: 1.3036, grad_norm: 9.7419 2020-07-27 21:10:39,417 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-04, eta: 6:06:15, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.2210 2020-07-27 21:10:51,836 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-04, eta: 6:06:02, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.2330 2020-07-27 21:11:05,200 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-04, eta: 6:05:48, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1987, loss: 1.1987, grad_norm: 9.0459 2020-07-27 21:11:17,643 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-04, eta: 6:05:34, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1417, loss: 1.1417, grad_norm: 9.1173 2020-07-27 21:11:30,514 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-04, eta: 6:05:20, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1246, loss: 1.1246, grad_norm: 8.9545 2020-07-27 21:11:43,617 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-04, eta: 6:05:06, time: 0.653, data_time: 0.004, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.4278 2020-07-27 21:11:58,053 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-04, eta: 6:04:53, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.3700 2020-07-27 21:12:10,649 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-04, eta: 6:04:39, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1355, loss: 1.1355, grad_norm: 8.8653 2020-07-27 21:12:23,402 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-04, eta: 6:04:25, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.2585, loss: 1.2585, grad_norm: 9.4806 2020-07-27 21:12:35,817 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-04, eta: 6:04:11, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 9.0862 2020-07-27 21:12:48,156 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-04, eta: 6:03:57, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8844, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.3235 2020-07-27 21:13:02,450 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-04, eta: 6:03:44, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1685, loss: 1.1685, grad_norm: 9.4217 2020-07-27 21:13:14,737 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-04, eta: 6:03:30, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8680, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.2622 2020-07-27 21:13:27,999 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-04, eta: 6:03:16, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2493, loss: 1.2493, grad_norm: 9.4132 2020-07-27 21:13:41,503 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-04, eta: 6:03:02, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.4150 2020-07-27 21:13:53,861 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-04, eta: 6:02:48, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.3808 2020-07-27 21:14:06,239 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-04, eta: 6:02:34, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.8365 2020-07-27 21:14:20,190 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-04, eta: 6:02:21, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.3230 2020-07-27 21:14:33,580 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-04, eta: 6:02:07, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.0699 2020-07-27 21:14:46,122 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-04, eta: 6:01:53, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1220, loss: 1.1220, grad_norm: 8.9911 2020-07-27 21:14:58,440 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-04, eta: 6:01:39, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.4583 2020-07-27 21:15:11,685 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-04, eta: 6:01:25, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2359, loss: 1.2359, grad_norm: 9.4755 2020-07-27 21:15:24,110 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-04, eta: 6:01:12, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2541, loss: 1.2541, grad_norm: 9.4436 2020-07-27 21:15:36,902 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-04, eta: 6:00:58, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.0163 2020-07-27 21:15:49,825 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-04, eta: 6:00:44, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1552, loss: 1.1552, grad_norm: 8.8817 2020-07-27 21:16:03,096 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-04, eta: 6:00:30, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.9614 2020-07-27 21:16:16,534 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-04, eta: 6:00:16, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8906, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.2672 2020-07-27 21:16:29,962 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-04, eta: 6:00:03, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.2161, loss: 1.2161, grad_norm: 9.0936 2020-07-27 21:16:42,315 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-04, eta: 5:59:49, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.3544 2020-07-27 21:16:54,744 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-04, eta: 5:59:35, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.2741 2020-07-27 21:17:07,718 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-04, eta: 5:59:21, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2662, loss: 1.2662, grad_norm: 9.5023 2020-07-27 21:17:20,295 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-04, eta: 5:59:07, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2525, loss: 1.2525, grad_norm: 9.7851 2020-07-27 21:17:33,141 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-04, eta: 5:58:53, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.2506 2020-07-27 21:17:45,562 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-04, eta: 5:58:40, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.3947 2020-07-27 21:17:58,557 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-04, eta: 5:58:26, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.2315 2020-07-27 21:18:11,957 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-04, eta: 5:58:12, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.1747 2020-07-27 21:18:24,812 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-04, eta: 5:57:58, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.2702, loss: 1.2702, grad_norm: 9.5574 2020-07-27 21:18:38,581 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-04, eta: 5:57:45, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8984, loss_cls: 1.0643, loss: 1.0643, grad_norm: 8.9383 2020-07-27 21:18:50,726 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-04, eta: 5:57:31, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2777, loss: 1.2777, grad_norm: 9.5540 2020-07-27 21:19:03,377 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-04, eta: 5:57:17, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.3784 2020-07-27 21:19:15,747 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-04, eta: 5:57:03, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8961, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.0216 2020-07-27 21:19:28,868 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-04, eta: 5:56:49, time: 0.656, data_time: 0.002, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1939, loss: 1.1939, grad_norm: 8.9725 2020-07-27 21:19:43,132 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-04, eta: 5:56:35, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.4509 2020-07-27 21:19:55,343 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-04, eta: 5:56:22, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.5994 2020-07-27 21:20:08,126 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-04, eta: 5:56:08, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1217, loss: 1.1217, grad_norm: 8.9420 2020-07-27 21:20:22,671 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-04, eta: 5:55:54, time: 0.729, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.2837 2020-07-27 21:20:35,964 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-04, eta: 5:55:40, time: 0.662, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.0339 2020-07-27 21:20:48,785 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-04, eta: 5:55:26, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.4874 2020-07-27 21:21:01,104 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-04, eta: 5:55:13, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.1972, loss: 1.1972, grad_norm: 9.2768 2020-07-27 21:21:14,837 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-04, eta: 5:54:59, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2022, loss: 1.2022, grad_norm: 9.2912 2020-07-27 21:21:27,176 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-04, eta: 5:54:45, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.9000, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.0727 2020-07-27 21:21:40,376 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-04, eta: 5:54:31, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.1618 2020-07-27 21:21:52,756 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-04, eta: 5:54:17, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.1404 2020-07-27 21:22:05,852 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-04, eta: 5:54:04, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3020, loss: 1.3020, grad_norm: 9.4087 2020-07-27 21:22:19,996 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-04, eta: 5:53:50, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.2058 2020-07-27 21:22:32,581 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-04, eta: 5:53:36, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1460, loss: 1.1460, grad_norm: 8.9986 2020-07-27 21:22:45,119 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-04, eta: 5:53:22, time: 0.624, data_time: 0.009, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.0515 2020-07-27 21:22:57,674 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-04, eta: 5:53:08, time: 0.631, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1420, loss: 1.1420, grad_norm: 8.9731 2020-07-27 21:23:10,572 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-04, eta: 5:52:55, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8992, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.2834 2020-07-27 21:23:23,812 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-04, eta: 5:52:41, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.3686 2020-07-27 21:23:37,290 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-04, eta: 5:52:27, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2133, loss: 1.2133, grad_norm: 9.2290 2020-07-27 21:23:50,730 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-04, eta: 5:52:13, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8930, loss_cls: 1.1253, loss: 1.1253, grad_norm: 8.9393 2020-07-27 21:24:03,105 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-04, eta: 5:51:59, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2545, loss: 1.2545, grad_norm: 9.3506 2020-07-27 21:24:16,897 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-04, eta: 5:51:46, time: 0.689, data_time: 0.002, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.0506 2020-07-27 21:24:29,151 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-04, eta: 5:51:32, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.2165, loss: 1.2165, grad_norm: 9.3781 2020-07-27 21:24:43,338 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-04, eta: 5:51:18, time: 0.711, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2292, loss: 1.2292, grad_norm: 9.3602 2020-07-27 21:24:55,750 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-04, eta: 5:51:04, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.5563 2020-07-27 21:25:09,209 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-04, eta: 5:50:51, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2973, loss: 1.2973, grad_norm: 9.5186 2020-07-27 21:25:22,687 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-04, eta: 5:50:37, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1368, loss: 1.1368, grad_norm: 9.0382 2020-07-27 21:25:35,303 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-04, eta: 5:50:23, time: 0.631, data_time: 0.002, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.4925 2020-07-27 21:25:49,433 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-04, eta: 5:50:09, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.5075 2020-07-27 21:26:01,547 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-04, eta: 5:49:55, time: 0.607, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.3898 2020-07-27 21:26:14,129 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-04, eta: 5:49:41, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.2751, loss: 1.2751, grad_norm: 9.6444 2020-07-27 21:26:28,052 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-04, eta: 5:49:28, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.6238 2020-07-27 21:26:41,239 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-04, eta: 5:49:14, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.3304 2020-07-27 21:26:53,874 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-04, eta: 5:49:00, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.2230 2020-07-27 21:27:06,662 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-04, eta: 5:48:46, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2244, loss: 1.2244, grad_norm: 9.1964 2020-07-27 21:27:20,911 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-04, eta: 5:48:33, time: 0.717, data_time: 0.011, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.4723 2020-07-27 21:27:33,483 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-04, eta: 5:48:19, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.5024 2020-07-27 21:27:47,053 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-04, eta: 5:48:05, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.4208 2020-07-27 21:27:59,360 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-04, eta: 5:47:51, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.3839 2020-07-27 21:28:12,423 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-04, eta: 5:47:37, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1990, loss: 1.1990, grad_norm: 9.1498 2020-07-27 21:28:25,101 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-04, eta: 5:47:24, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.2398 2020-07-27 21:28:38,298 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-04, eta: 5:47:10, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.0722 2020-07-27 21:28:51,326 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-04, eta: 5:46:56, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1517, loss: 1.1517, grad_norm: 8.9412 2020-07-27 21:29:04,201 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-04, eta: 5:46:42, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.4244 2020-07-27 21:29:17,752 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-04, eta: 5:46:28, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.1215, loss: 1.1215, grad_norm: 8.9126 2020-07-27 21:29:30,209 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-04, eta: 5:46:15, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.5293 2020-07-27 21:29:45,614 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-04, eta: 5:46:01, time: 0.767, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1354, loss: 1.1354, grad_norm: 8.9347 2020-07-27 21:29:59,285 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-04, eta: 5:45:47, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.7293 2020-07-27 21:30:13,299 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-04, eta: 5:45:34, time: 0.698, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.2466 2020-07-27 21:30:25,556 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-04, eta: 5:45:20, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.0967 2020-07-27 21:30:38,558 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-04, eta: 5:45:06, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7508, top5_acc: 0.9086, loss_cls: 1.0366, loss: 1.0366, grad_norm: 8.4855 2020-07-27 21:30:51,899 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-04, eta: 5:44:52, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1485, loss: 1.1485, grad_norm: 9.4116 2020-07-27 21:31:05,526 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-04, eta: 5:44:38, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2439, loss: 1.2439, grad_norm: 9.1979 2020-07-27 21:31:18,122 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-04, eta: 5:44:25, time: 0.630, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.4098 2020-07-27 21:31:31,822 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-04, eta: 5:44:11, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.7547 2020-07-27 21:31:43,181 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-07-27 21:32:09,724 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-04, eta: 5:43:45, time: 1.208, data_time: 0.608, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2524, loss: 1.2524, grad_norm: 9.4686 2020-07-27 21:32:21,841 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-04, eta: 5:43:31, time: 0.608, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.2104 2020-07-27 21:32:34,634 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-04, eta: 5:43:18, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.2682 2020-07-27 21:32:48,156 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-04, eta: 5:43:04, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.4537 2020-07-27 21:33:00,633 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-04, eta: 5:42:50, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.1277 2020-07-27 21:33:14,167 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-04, eta: 5:42:36, time: 0.678, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.1563 2020-07-27 21:33:27,592 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-04, eta: 5:42:23, time: 0.672, data_time: 0.003, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8680, loss_cls: 1.2320, loss: 1.2320, grad_norm: 9.3905 2020-07-27 21:33:41,553 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-04, eta: 5:42:09, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.2911, loss: 1.2911, grad_norm: 9.9252 2020-07-27 21:33:54,664 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-04, eta: 5:41:55, time: 0.658, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1390, loss: 1.1390, grad_norm: 8.9963 2020-07-27 21:34:07,630 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-04, eta: 5:41:41, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1276, loss: 1.1276, grad_norm: 9.0875 2020-07-27 21:34:20,486 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-04, eta: 5:41:27, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1193, loss: 1.1193, grad_norm: 9.3661 2020-07-27 21:34:33,245 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-04, eta: 5:41:14, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2359, loss: 1.2359, grad_norm: 9.4101 2020-07-27 21:34:46,245 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-04, eta: 5:41:00, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1294, loss: 1.1294, grad_norm: 9.2301 2020-07-27 21:34:59,225 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-04, eta: 5:40:46, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.0888 2020-07-27 21:35:13,634 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-04, eta: 5:40:32, time: 0.724, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.2896 2020-07-27 21:35:27,088 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-04, eta: 5:40:19, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8953, loss_cls: 1.0826, loss: 1.0826, grad_norm: 8.8470 2020-07-27 21:35:39,432 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-04, eta: 5:40:05, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.0619 2020-07-27 21:35:53,695 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-04, eta: 5:39:51, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.2492 2020-07-27 21:36:07,865 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-04, eta: 5:39:37, time: 0.711, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.2216 2020-07-27 21:36:20,169 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-04, eta: 5:39:23, time: 0.613, data_time: 0.004, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.2416 2020-07-27 21:36:32,908 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-04, eta: 5:39:10, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.4498 2020-07-27 21:36:46,818 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-04, eta: 5:38:56, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2291, loss: 1.2291, grad_norm: 9.2728 2020-07-27 21:36:59,782 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-04, eta: 5:38:42, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.1496 2020-07-27 21:37:12,937 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-04, eta: 5:38:28, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.4556 2020-07-27 21:37:25,974 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-04, eta: 5:38:15, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.6825 2020-07-27 21:37:39,278 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-04, eta: 5:38:01, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3372 2020-07-27 21:37:53,374 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-04, eta: 5:37:47, time: 0.708, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.1383 2020-07-27 21:38:07,025 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-04, eta: 5:37:33, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.0264 2020-07-27 21:38:19,457 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-04, eta: 5:37:19, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1189, loss: 1.1189, grad_norm: 9.0114 2020-07-27 21:38:32,483 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-04, eta: 5:37:06, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.0690 2020-07-27 21:38:46,410 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-04, eta: 5:36:52, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2375, loss: 1.2375, grad_norm: 9.5726 2020-07-27 21:38:59,113 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-04, eta: 5:36:38, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1673, loss: 1.1673, grad_norm: 9.3463 2020-07-27 21:39:12,903 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-04, eta: 5:36:24, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8898, loss_cls: 1.0716, loss: 1.0716, grad_norm: 8.8846 2020-07-27 21:39:26,178 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-04, eta: 5:36:11, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2278, loss: 1.2278, grad_norm: 9.2960 2020-07-27 21:39:38,955 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-04, eta: 5:35:57, time: 0.643, data_time: 0.015, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.1869 2020-07-27 21:39:52,306 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-04, eta: 5:35:43, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2046, loss: 1.2046, grad_norm: 9.5299 2020-07-27 21:40:05,403 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-04, eta: 5:35:29, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2224, loss: 1.2224, grad_norm: 9.2316 2020-07-27 21:40:18,707 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-04, eta: 5:35:16, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.4028 2020-07-27 21:40:32,028 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-04, eta: 5:35:02, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.4551 2020-07-27 21:40:45,731 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-04, eta: 5:34:48, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8812, loss_cls: 1.2490, loss: 1.2490, grad_norm: 9.3182 2020-07-27 21:40:59,668 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-04, eta: 5:34:34, time: 0.690, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1628, loss: 1.1628, grad_norm: 9.1458 2020-07-27 21:41:13,841 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-04, eta: 5:34:21, time: 0.716, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.1932 2020-07-27 21:41:26,790 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-04, eta: 5:34:07, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.1049, loss: 1.1049, grad_norm: 8.9403 2020-07-27 21:41:39,827 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-04, eta: 5:33:53, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1659, loss: 1.1659, grad_norm: 9.1133 2020-07-27 21:41:52,913 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-04, eta: 5:33:39, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1785, loss: 1.1785, grad_norm: 8.9612 2020-07-27 21:42:06,630 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-04, eta: 5:33:26, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.0663 2020-07-27 21:42:20,190 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-04, eta: 5:33:12, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.2187 2020-07-27 21:42:33,822 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-04, eta: 5:32:58, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.4426 2020-07-27 21:42:46,972 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-04, eta: 5:32:44, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.3867 2020-07-27 21:43:01,610 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-04, eta: 5:32:31, time: 0.734, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.2694 2020-07-27 21:43:16,473 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-04, eta: 5:32:17, time: 0.741, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.6124 2020-07-27 21:43:30,425 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-04, eta: 5:32:03, time: 0.700, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1060, loss: 1.1060, grad_norm: 9.3469 2020-07-27 21:43:42,933 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-04, eta: 5:31:49, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.4922 2020-07-27 21:43:57,220 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-04, eta: 5:31:36, time: 0.718, data_time: 0.010, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8789, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.9785 2020-07-27 21:44:10,882 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-04, eta: 5:31:22, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.1802 2020-07-27 21:44:23,552 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-04, eta: 5:31:08, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.4472 2020-07-27 21:44:36,705 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-04, eta: 5:30:54, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.3805 2020-07-27 21:44:50,597 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-04, eta: 5:30:41, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.1930 2020-07-27 21:45:04,501 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-04, eta: 5:30:27, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8906, loss_cls: 1.1357, loss: 1.1357, grad_norm: 8.9014 2020-07-27 21:45:18,096 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-04, eta: 5:30:13, time: 0.679, data_time: 0.002, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.2994 2020-07-27 21:45:31,595 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-04, eta: 5:29:59, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2613, loss: 1.2613, grad_norm: 9.4211 2020-07-27 21:45:44,810 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-04, eta: 5:29:46, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2451, loss: 1.2451, grad_norm: 9.4284 2020-07-27 21:45:58,184 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-04, eta: 5:29:32, time: 0.668, data_time: 0.010, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.3300 2020-07-27 21:46:13,232 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-04, eta: 5:29:18, time: 0.754, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.2416 2020-07-27 21:46:25,637 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-04, eta: 5:29:04, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.3061 2020-07-27 21:46:39,434 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-04, eta: 5:28:51, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.3871 2020-07-27 21:46:52,413 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-04, eta: 5:28:37, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2653, loss: 1.2653, grad_norm: 9.4279 2020-07-27 21:47:05,393 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-04, eta: 5:28:23, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.5052 2020-07-27 21:47:19,343 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-04, eta: 5:28:09, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2402, loss: 1.2402, grad_norm: 9.1931 2020-07-27 21:47:32,951 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-04, eta: 5:27:56, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1689, loss: 1.1689, grad_norm: 9.3086 2020-07-27 21:47:46,435 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-04, eta: 5:27:42, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.1617 2020-07-27 21:47:59,343 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-04, eta: 5:27:28, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.9008, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.2063 2020-07-27 21:48:13,916 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-04, eta: 5:27:14, time: 0.726, data_time: 0.004, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.2350 2020-07-27 21:48:27,024 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-04, eta: 5:27:01, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8930, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.3033 2020-07-27 21:48:40,916 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-04, eta: 5:26:47, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8734, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.0989 2020-07-27 21:48:55,142 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-04, eta: 5:26:33, time: 0.714, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2781, loss: 1.2781, grad_norm: 9.6055 2020-07-27 21:49:08,747 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-04, eta: 5:26:19, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1658, loss: 1.1658, grad_norm: 9.0411 2020-07-27 21:49:22,559 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-04, eta: 5:26:06, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.9485 2020-07-27 21:49:35,648 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-04, eta: 5:25:52, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1501, loss: 1.1501, grad_norm: 8.7995 2020-07-27 21:49:50,064 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-04, eta: 5:25:38, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.3017 2020-07-27 21:50:04,440 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-04, eta: 5:25:25, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.0711 2020-07-27 21:50:17,744 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-04, eta: 5:25:11, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.4075 2020-07-27 21:50:31,917 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-04, eta: 5:24:57, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.2474 2020-07-27 21:50:44,557 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-04, eta: 5:24:43, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.5299 2020-07-27 21:50:58,071 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-04, eta: 5:24:30, time: 0.678, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.2996, loss: 1.2996, grad_norm: 9.6957 2020-07-27 21:51:12,020 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-04, eta: 5:24:16, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.7643 2020-07-27 21:51:25,205 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-04, eta: 5:24:02, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.7367, top5_acc: 0.9086, loss_cls: 1.0223, loss: 1.0223, grad_norm: 8.8450 2020-07-27 21:51:38,483 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-04, eta: 5:23:48, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1659, loss: 1.1659, grad_norm: 9.1552 2020-07-27 21:51:51,761 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-04, eta: 5:23:35, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.5957 2020-07-27 21:52:05,637 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-04, eta: 5:23:21, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.6041 2020-07-27 21:52:18,165 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-04, eta: 5:23:07, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.5552 2020-07-27 21:52:32,058 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-04, eta: 5:22:53, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8938, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.1996 2020-07-27 21:52:45,469 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-04, eta: 5:22:40, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.1208 2020-07-27 21:52:58,904 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-04, eta: 5:22:26, time: 0.671, data_time: 0.001, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.1570 2020-07-27 21:53:12,383 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-04, eta: 5:22:12, time: 0.671, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.3532 2020-07-27 21:53:25,098 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-04, eta: 5:21:58, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.1612 2020-07-27 21:53:38,712 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-04, eta: 5:21:44, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8719, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.0516 2020-07-27 21:53:51,942 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-04, eta: 5:21:31, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.3370 2020-07-27 21:54:05,089 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-04, eta: 5:21:17, time: 0.655, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.1779 2020-07-27 21:54:18,333 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-04, eta: 5:21:03, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2411, loss: 1.2411, grad_norm: 9.5683 2020-07-27 21:54:31,936 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-04, eta: 5:20:49, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1142, loss: 1.1142, grad_norm: 8.9126 2020-07-27 21:54:45,179 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-04, eta: 5:20:36, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.1919 2020-07-27 21:54:58,683 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-04, eta: 5:20:22, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1965, loss: 1.1965, grad_norm: 9.5042 2020-07-27 21:55:12,033 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-04, eta: 5:20:08, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2412, loss: 1.2412, grad_norm: 9.4043 2020-07-27 21:55:24,883 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-04, eta: 5:19:54, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.1090 2020-07-27 21:55:37,650 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-04, eta: 5:19:40, time: 0.640, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.3832 2020-07-27 21:55:51,788 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-04, eta: 5:19:27, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.2405 2020-07-27 21:56:04,458 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-04, eta: 5:19:13, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2411, loss: 1.2411, grad_norm: 9.3547 2020-07-27 21:56:18,529 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-04, eta: 5:18:59, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.4821 2020-07-27 21:56:31,904 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-04, eta: 5:18:46, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8891, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.4847 2020-07-27 21:56:45,803 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-04, eta: 5:18:32, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1171, loss: 1.1171, grad_norm: 8.8874 2020-07-27 21:56:59,739 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-04, eta: 5:18:18, time: 0.698, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1871, loss: 1.1871, grad_norm: 9.4150 2020-07-27 21:57:13,401 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-04, eta: 5:18:04, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.2966 2020-07-27 21:57:26,748 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-04, eta: 5:17:51, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8766, loss_cls: 1.1562, loss: 1.1562, grad_norm: 9.1543 2020-07-27 21:57:40,310 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-04, eta: 5:17:37, time: 0.676, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.0373 2020-07-27 21:57:53,999 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-04, eta: 5:17:23, time: 0.688, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.2167 2020-07-27 21:58:06,555 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-04, eta: 5:17:09, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1670, loss: 1.1670, grad_norm: 9.2945 2020-07-27 21:58:19,904 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-04, eta: 5:16:56, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.4125 2020-07-27 21:58:34,465 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-04, eta: 5:16:42, time: 0.726, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.4328 2020-07-27 21:58:46,811 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-04, eta: 5:16:28, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.4586 2020-07-27 21:59:00,796 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-04, eta: 5:16:14, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.6393 2020-07-27 21:59:13,179 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-04, eta: 5:16:00, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2300 2020-07-27 21:59:27,599 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-04, eta: 5:15:47, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.5307 2020-07-27 21:59:40,461 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-04, eta: 5:15:33, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.1586 2020-07-27 21:59:52,995 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-04, eta: 5:15:19, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1718, loss: 1.1718, grad_norm: 8.9948 2020-07-27 22:00:07,863 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-04, eta: 5:15:05, time: 0.742, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.1384 2020-07-27 22:00:21,764 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-04, eta: 5:14:52, time: 0.696, data_time: 0.012, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.4967 2020-07-27 22:00:34,150 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-04, eta: 5:14:38, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.0968 2020-07-27 22:00:47,133 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-04, eta: 5:14:24, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.2912 2020-07-27 22:01:00,749 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-04, eta: 5:14:10, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.5308 2020-07-27 22:01:14,515 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-04, eta: 5:13:57, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.3985 2020-07-27 22:01:27,354 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-04, eta: 5:13:43, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1362, loss: 1.1362, grad_norm: 8.8230 2020-07-27 22:01:40,451 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-04, eta: 5:13:29, time: 0.653, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.3330 2020-07-27 22:01:53,861 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-04, eta: 5:13:15, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1110, loss: 1.1110, grad_norm: 9.0050 2020-07-27 22:02:06,994 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-04, eta: 5:13:02, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8836, loss_cls: 1.2036, loss: 1.2036, grad_norm: 9.4275 2020-07-27 22:02:20,277 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-04, eta: 5:12:48, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.4280 2020-07-27 22:02:33,158 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-04, eta: 5:12:34, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2082, loss: 1.2082, grad_norm: 9.5286 2020-07-27 22:02:45,888 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-04, eta: 5:12:20, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8711, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.2148 2020-07-27 22:02:58,465 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-04, eta: 5:12:06, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.0302 2020-07-27 22:03:11,618 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-04, eta: 5:11:53, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.2767 2020-07-27 22:03:25,138 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-04, eta: 5:11:39, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.3662 2020-07-27 22:03:37,478 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-04, eta: 5:11:25, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.3625 2020-07-27 22:03:50,856 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-04, eta: 5:11:11, time: 0.667, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8844, loss_cls: 1.1538, loss: 1.1538, grad_norm: 8.8789 2020-07-27 22:04:03,111 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-04, eta: 5:10:57, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1097, loss: 1.1097, grad_norm: 9.1612 2020-07-27 22:04:17,846 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-04, eta: 5:10:44, time: 0.735, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.0895, loss: 1.0895, grad_norm: 8.8914 2020-07-27 22:04:30,533 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-04, eta: 5:10:30, time: 0.637, data_time: 0.010, memory: 5170, top1_acc: 0.7398, top5_acc: 0.8914, loss_cls: 1.0860, loss: 1.0860, grad_norm: 8.9690 2020-07-27 22:04:43,218 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-04, eta: 5:10:16, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.1146 2020-07-27 22:04:56,274 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-04, eta: 5:10:02, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.4166 2020-07-27 22:05:09,131 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-04, eta: 5:09:49, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.9290 2020-07-27 22:05:23,217 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-04, eta: 5:09:35, time: 0.706, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.9166 2020-07-27 22:05:35,479 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-04, eta: 5:09:21, time: 0.612, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.3225 2020-07-27 22:05:49,245 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-04, eta: 5:09:07, time: 0.686, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.1893 2020-07-27 22:06:01,541 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-04, eta: 5:08:53, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.0456 2020-07-27 22:06:14,238 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-04, eta: 5:08:40, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2483, loss: 1.2483, grad_norm: 9.2369 2020-07-27 22:06:26,695 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-04, eta: 5:08:26, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2417, loss: 1.2417, grad_norm: 9.1969 2020-07-27 22:06:40,383 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-04, eta: 5:08:12, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.3594 2020-07-27 22:06:54,704 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-04, eta: 5:07:58, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1556, loss: 1.1556, grad_norm: 8.8827 2020-07-27 22:07:07,630 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-04, eta: 5:07:45, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.1252 2020-07-27 22:07:20,517 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-04, eta: 5:07:31, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.2427 2020-07-27 22:07:32,888 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-04, eta: 5:07:17, time: 0.615, data_time: 0.007, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8844, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.0086 2020-07-27 22:07:45,271 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-04, eta: 5:07:03, time: 0.623, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.3822 2020-07-27 22:07:58,123 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-04, eta: 5:06:49, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.6592 2020-07-27 22:08:11,540 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-04, eta: 5:06:36, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1542, loss: 1.1542, grad_norm: 8.9794 2020-07-27 22:08:23,862 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-04, eta: 5:06:22, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.1679 2020-07-27 22:08:37,217 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-04, eta: 5:06:08, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2864, loss: 1.2864, grad_norm: 9.3174 2020-07-27 22:08:49,468 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-04, eta: 5:05:54, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1268, loss: 1.1268, grad_norm: 8.9652 2020-07-27 22:09:03,226 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-04, eta: 5:05:40, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2246, loss: 1.2246, grad_norm: 9.6659 2020-07-27 22:09:15,608 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-04, eta: 5:05:27, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.3384 2020-07-27 22:09:29,197 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-04, eta: 5:05:13, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.0791 2020-07-27 22:09:42,731 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-04, eta: 5:04:59, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.1964 2020-07-27 22:09:56,498 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-04, eta: 5:04:45, time: 0.690, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.5629 2020-07-27 22:10:08,757 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-04, eta: 5:04:31, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.3265 2020-07-27 22:10:21,152 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-04, eta: 5:04:18, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8719, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.1259 2020-07-27 22:10:33,533 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-04, eta: 5:04:04, time: 0.616, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8719, loss_cls: 1.2965, loss: 1.2965, grad_norm: 9.7751 2020-07-27 22:10:47,203 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-04, eta: 5:03:50, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2039, loss: 1.2039, grad_norm: 9.4183 2020-07-27 22:10:59,578 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-04, eta: 5:03:36, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.2079, loss: 1.2079, grad_norm: 9.3832 2020-07-27 22:11:12,979 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-04, eta: 5:03:22, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.2477 2020-07-27 22:11:25,497 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-04, eta: 5:03:09, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2095, loss: 1.2095, grad_norm: 9.1316 2020-07-27 22:11:39,113 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-04, eta: 5:02:55, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.1005, loss: 1.1005, grad_norm: 8.9162 2020-07-27 22:11:51,931 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-04, eta: 5:02:41, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1653, loss: 1.1653, grad_norm: 9.4708 2020-07-27 22:12:04,241 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-04, eta: 5:02:27, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1964 2020-07-27 22:12:16,611 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-04, eta: 5:02:13, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.2303 2020-07-27 22:12:29,729 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-04, eta: 5:02:00, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.1682 2020-07-27 22:12:43,524 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-04, eta: 5:01:46, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.1643 2020-07-27 22:12:57,031 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-04, eta: 5:01:32, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.0934, loss: 1.0934, grad_norm: 8.9655 2020-07-27 22:13:09,437 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-04, eta: 5:01:18, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.5749 2020-07-27 22:13:21,816 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-04, eta: 5:01:05, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8953, loss_cls: 1.0654, loss: 1.0654, grad_norm: 8.8690 2020-07-27 22:13:34,707 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-07-27 22:14:00,902 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-04, eta: 5:00:39, time: 1.244, data_time: 0.625, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2645, loss: 1.2645, grad_norm: 9.6081 2020-07-27 22:14:13,155 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-04, eta: 5:00:25, time: 0.613, data_time: 0.002, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1550, loss: 1.1550, grad_norm: 8.9926 2020-07-27 22:14:25,433 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-04, eta: 5:00:11, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.3020 2020-07-27 22:14:39,320 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-04, eta: 4:59:58, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.4568 2020-07-27 22:14:51,550 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-04, eta: 4:59:44, time: 0.611, data_time: 0.002, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.2276 2020-07-27 22:15:04,190 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-04, eta: 4:59:30, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8773, loss_cls: 1.2053, loss: 1.2053, grad_norm: 9.2716 2020-07-27 22:15:17,020 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-04, eta: 4:59:16, time: 0.641, data_time: 0.002, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.2194 2020-07-27 22:15:31,650 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-04, eta: 4:59:03, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.4721 2020-07-27 22:15:44,324 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-04, eta: 4:58:49, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.1264, loss: 1.1264, grad_norm: 9.2298 2020-07-27 22:15:56,830 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-04, eta: 4:58:35, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.9086, loss_cls: 1.0912, loss: 1.0912, grad_norm: 9.3554 2020-07-27 22:16:09,130 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-04, eta: 4:58:21, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.4316 2020-07-27 22:16:22,359 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-04, eta: 4:58:07, time: 0.660, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1205, loss: 1.1205, grad_norm: 8.9939 2020-07-27 22:16:35,167 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-04, eta: 4:57:54, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.3113 2020-07-27 22:16:47,493 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-04, eta: 4:57:40, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.0782, loss: 1.0782, grad_norm: 8.9091 2020-07-27 22:17:01,321 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-04, eta: 4:57:26, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.2641 2020-07-27 22:17:14,539 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-04, eta: 4:57:12, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.7161 2020-07-27 22:17:26,963 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-04, eta: 4:56:58, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.5772 2020-07-27 22:17:39,739 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-04, eta: 4:56:45, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.2938, loss: 1.2938, grad_norm: 9.3938 2020-07-27 22:17:52,837 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-04, eta: 4:56:31, time: 0.658, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.3623 2020-07-27 22:18:05,946 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-04, eta: 4:56:17, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8773, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.3383 2020-07-27 22:18:18,757 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-04, eta: 4:56:03, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2222, loss: 1.2222, grad_norm: 9.4938 2020-07-27 22:18:31,099 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-04, eta: 4:55:49, time: 0.615, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.6136 2020-07-27 22:18:44,518 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-04, eta: 4:55:36, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.2047, loss: 1.2047, grad_norm: 9.2425 2020-07-27 22:18:57,846 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-04, eta: 4:55:22, time: 0.665, data_time: 0.010, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.2346 2020-07-27 22:19:09,990 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-04, eta: 4:55:08, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2249, loss: 1.2249, grad_norm: 9.3545 2020-07-27 22:19:22,736 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-04, eta: 4:54:54, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1232, loss: 1.1232, grad_norm: 9.3395 2020-07-27 22:19:35,692 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-04, eta: 4:54:41, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1063, loss: 1.1063, grad_norm: 8.9519 2020-07-27 22:19:48,656 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-04, eta: 4:54:27, time: 0.646, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8789, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.5039 2020-07-27 22:20:01,188 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-04, eta: 4:54:13, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2306, loss: 1.2306, grad_norm: 9.7155 2020-07-27 22:20:13,557 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-04, eta: 4:53:59, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.2544 2020-07-27 22:20:26,536 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-04, eta: 4:53:45, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.1924 2020-07-27 22:20:38,959 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-04, eta: 4:53:31, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.0895, loss: 1.0895, grad_norm: 9.0501 2020-07-27 22:20:51,400 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-04, eta: 4:53:18, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1478, loss: 1.1478, grad_norm: 9.4386 2020-07-27 22:21:05,905 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-04, eta: 4:53:04, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.2036 2020-07-27 22:21:18,190 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-04, eta: 4:52:50, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2385, loss: 1.2385, grad_norm: 9.7361 2020-07-27 22:21:32,237 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-04, eta: 4:52:36, time: 0.700, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.2657 2020-07-27 22:21:45,317 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-04, eta: 4:52:23, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.1603 2020-07-27 22:21:59,663 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-04, eta: 4:52:09, time: 0.716, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.2878 2020-07-27 22:22:12,067 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-04, eta: 4:51:55, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.3244 2020-07-27 22:22:26,162 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-04, eta: 4:51:41, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.3646 2020-07-27 22:22:39,658 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-04, eta: 4:51:28, time: 0.677, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1934, loss: 1.1934, grad_norm: 9.2938 2020-07-27 22:22:52,573 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-04, eta: 4:51:14, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.0933, loss: 1.0933, grad_norm: 9.0666 2020-07-27 22:23:05,144 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-04, eta: 4:51:00, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.2871 2020-07-27 22:23:17,550 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-04, eta: 4:50:46, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.1752 2020-07-27 22:23:29,984 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-04, eta: 4:50:32, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0693, loss: 1.0693, grad_norm: 9.0956 2020-07-27 22:23:42,329 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-04, eta: 4:50:19, time: 0.614, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.3097 2020-07-27 22:23:57,586 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-04, eta: 4:50:05, time: 0.766, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.2982, loss: 1.2982, grad_norm: 9.4201 2020-07-27 22:24:10,581 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-04, eta: 4:49:51, time: 0.648, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8930, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.2765 2020-07-27 22:24:24,258 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-04, eta: 4:49:38, time: 0.685, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.2971 2020-07-27 22:24:39,001 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-04, eta: 4:49:24, time: 0.735, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.2499 2020-07-27 22:24:51,441 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-04, eta: 4:49:10, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.8015 2020-07-27 22:25:03,987 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-04, eta: 4:48:56, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8602, loss_cls: 1.2315, loss: 1.2315, grad_norm: 9.2387 2020-07-27 22:25:17,363 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-04, eta: 4:48:43, time: 0.669, data_time: 0.002, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.3790 2020-07-27 22:25:31,868 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-04, eta: 4:48:29, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3031, loss: 1.3031, grad_norm: 9.4350 2020-07-27 22:25:44,054 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-04, eta: 4:48:15, time: 0.612, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.4692 2020-07-27 22:25:58,229 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-04, eta: 4:48:01, time: 0.707, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.2529 2020-07-27 22:26:10,394 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-04, eta: 4:47:47, time: 0.610, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.2914 2020-07-27 22:26:23,068 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-04, eta: 4:47:34, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.4223 2020-07-27 22:26:36,272 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-04, eta: 4:47:20, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.5181 2020-07-27 22:26:49,460 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-04, eta: 4:47:06, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.1829 2020-07-27 22:27:02,812 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-04, eta: 4:46:52, time: 0.668, data_time: 0.002, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.5385 2020-07-27 22:27:16,247 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-04, eta: 4:46:39, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1262, loss: 1.1262, grad_norm: 8.8996 2020-07-27 22:27:28,575 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-04, eta: 4:46:25, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.3955 2020-07-27 22:27:42,509 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-04, eta: 4:46:11, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2080, loss: 1.2080, grad_norm: 9.4470 2020-07-27 22:27:54,712 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-04, eta: 4:45:57, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8844, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.9095 2020-07-27 22:28:08,440 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-04, eta: 4:45:44, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.2409 2020-07-27 22:28:20,749 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-04, eta: 4:45:30, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2078, loss: 1.2078, grad_norm: 9.3435 2020-07-27 22:28:33,303 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-04, eta: 4:45:16, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2350, loss: 1.2350, grad_norm: 9.7650 2020-07-27 22:28:46,167 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-04, eta: 4:45:02, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.5391 2020-07-27 22:28:59,999 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-04, eta: 4:44:48, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8852, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.2323 2020-07-27 22:29:12,811 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-04, eta: 4:44:35, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.2070 2020-07-27 22:29:27,721 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-04, eta: 4:44:21, time: 0.743, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.0549 2020-07-27 22:29:40,132 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-04, eta: 4:44:07, time: 0.623, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2999, loss: 1.2999, grad_norm: 9.6967 2020-07-27 22:29:53,130 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-04, eta: 4:43:53, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1734, loss: 1.1734, grad_norm: 9.2336 2020-07-27 22:30:06,521 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-04, eta: 4:43:40, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.8196 2020-07-27 22:30:20,066 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-04, eta: 4:43:26, time: 0.676, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.4113 2020-07-27 22:30:33,055 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-04, eta: 4:43:12, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2558, loss: 1.2558, grad_norm: 9.5636 2020-07-27 22:30:45,756 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-04, eta: 4:42:58, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2495, loss: 1.2495, grad_norm: 9.7748 2020-07-27 22:30:59,232 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-04, eta: 4:42:45, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.2998 2020-07-27 22:31:11,783 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-04, eta: 4:42:31, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8789, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.1316 2020-07-27 22:31:25,257 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-04, eta: 4:42:17, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.3152 2020-07-27 22:31:37,834 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-04, eta: 4:42:03, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.0600 2020-07-27 22:31:50,813 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-04, eta: 4:41:49, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.6662 2020-07-27 22:32:04,522 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-04, eta: 4:41:36, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2634, loss: 1.2634, grad_norm: 9.5179 2020-07-27 22:32:17,252 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-04, eta: 4:41:22, time: 0.637, data_time: 0.003, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1831, loss: 1.1831, grad_norm: 9.0049 2020-07-27 22:32:31,183 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-04, eta: 4:41:08, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2529, loss: 1.2529, grad_norm: 9.6162 2020-07-27 22:32:44,210 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-04, eta: 4:40:54, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2330, loss: 1.2330, grad_norm: 9.6242 2020-07-27 22:32:57,204 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-04, eta: 4:40:41, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2166, loss: 1.2166, grad_norm: 9.0685 2020-07-27 22:33:10,781 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-04, eta: 4:40:27, time: 0.679, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.7611 2020-07-27 22:33:23,270 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-04, eta: 4:40:13, time: 0.625, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8578, loss_cls: 1.2616, loss: 1.2616, grad_norm: 9.5172 2020-07-27 22:33:36,936 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-04, eta: 4:39:59, time: 0.683, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.0592 2020-07-27 22:33:50,441 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-04, eta: 4:39:46, time: 0.675, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8727, loss_cls: 1.2704, loss: 1.2704, grad_norm: 9.5231 2020-07-27 22:34:04,100 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-04, eta: 4:39:32, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.1600 2020-07-27 22:34:16,465 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-04, eta: 4:39:18, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.3588 2020-07-27 22:34:30,253 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-04, eta: 4:39:04, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.4039 2020-07-27 22:34:42,667 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-04, eta: 4:38:50, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.6837 2020-07-27 22:34:55,549 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-04, eta: 4:38:37, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.3387 2020-07-27 22:35:08,214 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-04, eta: 4:38:23, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.3190 2020-07-27 22:35:21,879 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-04, eta: 4:38:09, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.3047 2020-07-27 22:35:36,318 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-04, eta: 4:37:56, time: 0.722, data_time: 0.002, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.2814 2020-07-27 22:35:49,164 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-04, eta: 4:37:42, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.9030 2020-07-27 22:36:01,784 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-04, eta: 4:37:28, time: 0.633, data_time: 0.004, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.0788 2020-07-27 22:36:15,156 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-04, eta: 4:37:14, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.2295 2020-07-27 22:36:28,254 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-04, eta: 4:37:00, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.3575 2020-07-27 22:36:41,536 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-04, eta: 4:36:47, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.3061 2020-07-27 22:36:54,912 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-04, eta: 4:36:33, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0947, loss: 1.0947, grad_norm: 9.3348 2020-07-27 22:37:07,706 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-04, eta: 4:36:19, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2860, loss: 1.2860, grad_norm: 9.5396 2020-07-27 22:37:20,406 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-04, eta: 4:36:05, time: 0.642, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.3163 2020-07-27 22:37:33,082 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-04, eta: 4:35:52, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.6372 2020-07-27 22:37:46,062 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-04, eta: 4:35:38, time: 0.650, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.0898, loss: 1.0898, grad_norm: 8.9899 2020-07-27 22:37:59,462 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-04, eta: 4:35:24, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1274, loss: 1.1274, grad_norm: 9.0608 2020-07-27 22:38:13,672 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-04, eta: 4:35:10, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.3753 2020-07-27 22:38:26,081 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-04, eta: 4:34:56, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8750, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.4066 2020-07-27 22:38:39,798 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-04, eta: 4:34:43, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1792, loss: 1.1792, grad_norm: 9.1598 2020-07-27 22:38:52,945 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-04, eta: 4:34:29, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1673, loss: 1.1673, grad_norm: 9.2615 2020-07-27 22:39:05,447 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-04, eta: 4:34:15, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.3162 2020-07-27 22:39:18,413 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-04, eta: 4:34:01, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2039, loss: 1.2039, grad_norm: 9.2262 2020-07-27 22:39:31,913 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-04, eta: 4:33:48, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.4429 2020-07-27 22:39:44,432 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-04, eta: 4:33:34, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.3169 2020-07-27 22:39:58,169 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-04, eta: 4:33:20, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.1107 2020-07-27 22:40:12,808 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-04, eta: 4:33:06, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8820, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.4000 2020-07-27 22:40:26,601 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-04, eta: 4:32:53, time: 0.692, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8719, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.1682 2020-07-27 22:40:38,867 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-04, eta: 4:32:39, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.2267 2020-07-27 22:40:53,442 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-04, eta: 4:32:25, time: 0.730, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2254, loss: 1.2254, grad_norm: 9.2197 2020-07-27 22:41:05,855 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-04, eta: 4:32:11, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.5529 2020-07-27 22:41:19,535 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-04, eta: 4:31:58, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.2841 2020-07-27 22:41:32,118 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-04, eta: 4:31:44, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8938, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.0776 2020-07-27 22:41:45,521 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-04, eta: 4:31:30, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.2311, loss: 1.2311, grad_norm: 9.7540 2020-07-27 22:41:59,076 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-04, eta: 4:31:16, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.5458 2020-07-27 22:42:12,914 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-04, eta: 4:31:03, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1259, loss: 1.1259, grad_norm: 9.2776 2020-07-27 22:42:25,516 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-04, eta: 4:30:49, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1759, loss: 1.1759, grad_norm: 9.2302 2020-07-27 22:42:39,694 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-04, eta: 4:30:35, time: 0.712, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2830, loss: 1.2830, grad_norm: 9.5347 2020-07-27 22:42:52,204 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-04, eta: 4:30:21, time: 0.623, data_time: 0.011, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.1961 2020-07-27 22:43:04,885 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-04, eta: 4:30:08, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.7635 2020-07-27 22:43:18,304 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-04, eta: 4:29:54, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.2963 2020-07-27 22:43:31,047 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-04, eta: 4:29:40, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8984, loss_cls: 1.1077, loss: 1.1077, grad_norm: 8.8807 2020-07-27 22:43:44,752 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-04, eta: 4:29:26, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.4612 2020-07-27 22:43:58,440 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-04, eta: 4:29:13, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.5952 2020-07-27 22:44:11,402 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-04, eta: 4:28:59, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8836, loss_cls: 1.1121, loss: 1.1121, grad_norm: 9.0826 2020-07-27 22:44:23,962 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-04, eta: 4:28:45, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2785, loss: 1.2785, grad_norm: 9.6250 2020-07-27 22:44:37,843 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-04, eta: 4:28:31, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.2908 2020-07-27 22:44:51,393 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-04, eta: 4:28:18, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1996, loss: 1.1996, grad_norm: 9.5237 2020-07-27 22:45:04,237 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-04, eta: 4:28:04, time: 0.641, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.6769 2020-07-27 22:45:18,570 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-04, eta: 4:27:50, time: 0.717, data_time: 0.002, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2527, loss: 1.2527, grad_norm: 9.6821 2020-07-27 22:45:31,168 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-04, eta: 4:27:36, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3308, loss: 1.3308, grad_norm: 9.8129 2020-07-27 22:45:45,177 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-04, eta: 4:27:23, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1282, loss: 1.1282, grad_norm: 8.9548 2020-07-27 22:45:57,989 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-04, eta: 4:27:09, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1555, loss: 1.1555, grad_norm: 9.3375 2020-07-27 22:46:11,061 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-04, eta: 4:26:55, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8820, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.3317 2020-07-27 22:46:25,146 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-04, eta: 4:26:41, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.9555 2020-07-27 22:46:38,771 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-04, eta: 4:26:28, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.2685 2020-07-27 22:46:52,257 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-04, eta: 4:26:14, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2610, loss: 1.2610, grad_norm: 9.3879 2020-07-27 22:47:04,734 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-04, eta: 4:26:00, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.2983 2020-07-27 22:47:17,466 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-04, eta: 4:25:46, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1403, loss: 1.1403, grad_norm: 9.2301 2020-07-27 22:47:31,340 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-04, eta: 4:25:33, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.4909 2020-07-27 22:47:45,081 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-04, eta: 4:25:19, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8992, loss_cls: 1.0513, loss: 1.0513, grad_norm: 9.1553 2020-07-27 22:47:57,575 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-04, eta: 4:25:05, time: 0.632, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.0995, loss: 1.0995, grad_norm: 8.8188 2020-07-27 22:48:10,413 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-04, eta: 4:24:51, time: 0.640, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1438, loss: 1.1438, grad_norm: 9.1223 2020-07-27 22:48:24,308 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-04, eta: 4:24:38, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.3480 2020-07-27 22:48:37,433 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-04, eta: 4:24:24, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8836, loss_cls: 1.2601, loss: 1.2601, grad_norm: 9.8540 2020-07-27 22:48:50,649 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-04, eta: 4:24:10, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.4845 2020-07-27 22:49:05,319 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-04, eta: 4:23:56, time: 0.730, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.2959 2020-07-27 22:49:19,186 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-04, eta: 4:23:43, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.3268 2020-07-27 22:49:32,464 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-04, eta: 4:23:29, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.1533 2020-07-27 22:49:45,627 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-04, eta: 4:23:15, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.1541 2020-07-27 22:49:58,072 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-04, eta: 4:23:01, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.6260 2020-07-27 22:50:11,428 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-04, eta: 4:22:48, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.7999 2020-07-27 22:50:26,070 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-04, eta: 4:22:34, time: 0.729, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1400, loss: 1.1400, grad_norm: 9.1026 2020-07-27 22:50:39,152 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-04, eta: 4:22:20, time: 0.657, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.2219 2020-07-27 22:50:53,452 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-04, eta: 4:22:06, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1397, loss: 1.1397, grad_norm: 8.9537 2020-07-27 22:51:05,764 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-04, eta: 4:21:53, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1096, loss: 1.1096, grad_norm: 9.2295 2020-07-27 22:51:19,500 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-04, eta: 4:21:39, time: 0.683, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1491, loss: 1.1491, grad_norm: 9.0952 2020-07-27 22:51:33,028 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-04, eta: 4:21:25, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.2752 2020-07-27 22:51:45,629 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-04, eta: 4:21:11, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.2713 2020-07-27 22:51:58,921 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-04, eta: 4:20:58, time: 0.667, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.2379 2020-07-27 22:52:14,489 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-04, eta: 4:20:44, time: 0.775, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8891, loss_cls: 1.1248, loss: 1.1248, grad_norm: 9.1900 2020-07-27 22:52:26,687 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-04, eta: 4:20:30, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.0452 2020-07-27 22:52:41,027 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-04, eta: 4:20:17, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1343, loss: 1.1343, grad_norm: 9.3376 2020-07-27 22:52:53,365 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-04, eta: 4:20:03, time: 0.619, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.4356 2020-07-27 22:53:06,858 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-04, eta: 4:19:49, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1479, loss: 1.1479, grad_norm: 9.2199 2020-07-27 22:53:19,599 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-04, eta: 4:19:35, time: 0.640, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.2489 2020-07-27 22:53:32,671 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-04, eta: 4:19:21, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7414, top5_acc: 0.8961, loss_cls: 1.0796, loss: 1.0796, grad_norm: 9.0298 2020-07-27 22:53:47,721 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-04, eta: 4:19:08, time: 0.754, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.4444 2020-07-27 22:54:00,172 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-04, eta: 4:18:54, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.4654 2020-07-27 22:54:12,886 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-04, eta: 4:18:40, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.3871 2020-07-27 22:54:25,899 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-04, eta: 4:18:26, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8930, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.3349 2020-07-27 22:54:40,129 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-04, eta: 4:18:13, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.5266 2020-07-27 22:54:53,804 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-04, eta: 4:17:59, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.1699 2020-07-27 22:55:04,639 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-07-27 22:55:25,701 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-04, eta: 4:17:33, time: 1.013, data_time: 0.401, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.4809 2020-07-27 22:55:38,489 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-04, eta: 4:17:20, time: 0.639, data_time: 0.002, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.4325 2020-07-27 22:55:51,931 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-04, eta: 4:17:06, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2255, loss: 1.2255, grad_norm: 9.6241 2020-07-27 22:56:04,461 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-04, eta: 4:16:52, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.6587 2020-07-27 22:56:17,470 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-04, eta: 4:16:38, time: 0.650, data_time: 0.002, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.3058 2020-07-27 22:56:31,063 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-04, eta: 4:16:24, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.3476 2020-07-27 22:56:44,781 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-04, eta: 4:16:11, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8781, loss_cls: 1.1416, loss: 1.1416, grad_norm: 9.0573 2020-07-27 22:56:57,295 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-04, eta: 4:15:57, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.3065 2020-07-27 22:57:10,524 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-04, eta: 4:15:43, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.3426 2020-07-27 22:57:23,476 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-04, eta: 4:15:29, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.4350 2020-07-27 22:57:38,003 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-04, eta: 4:15:16, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.4194 2020-07-27 22:57:50,529 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-04, eta: 4:15:02, time: 0.624, data_time: 0.004, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1773, loss: 1.1773, grad_norm: 9.4485 2020-07-27 22:58:04,494 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-04, eta: 4:14:48, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.0765 2020-07-27 22:58:16,850 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-04, eta: 4:14:34, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8625, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.3887 2020-07-27 22:58:30,215 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-04, eta: 4:14:21, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.3441 2020-07-27 22:58:43,458 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-04, eta: 4:14:07, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.3118 2020-07-27 22:58:57,174 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-04, eta: 4:13:53, time: 0.689, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2506, loss: 1.2506, grad_norm: 9.4906 2020-07-27 22:59:09,731 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-04, eta: 4:13:39, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1164, loss: 1.1164, grad_norm: 8.9937 2020-07-27 22:59:23,249 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-04, eta: 4:13:26, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.4728 2020-07-27 22:59:35,725 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-04, eta: 4:13:12, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.2214 2020-07-27 22:59:48,948 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-04, eta: 4:12:58, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8938, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.4323 2020-07-27 23:00:02,991 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-04, eta: 4:12:44, time: 0.700, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.5347 2020-07-27 23:00:18,298 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-04, eta: 4:12:31, time: 0.735, data_time: 0.021, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.2669 2020-07-27 23:00:31,315 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-04, eta: 4:12:17, time: 0.683, data_time: 0.040, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.0426 2020-07-27 23:00:45,837 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-04, eta: 4:12:03, time: 0.726, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2494, loss: 1.2494, grad_norm: 9.5487 2020-07-27 23:00:58,165 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-04, eta: 4:11:50, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.4684 2020-07-27 23:01:10,685 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-04, eta: 4:11:36, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.4815 2020-07-27 23:01:23,228 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-04, eta: 4:11:22, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.4305 2020-07-27 23:01:35,997 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-04, eta: 4:11:08, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.2538 2020-07-27 23:01:49,594 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-04, eta: 4:10:54, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.1365 2020-07-27 23:02:03,079 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-04, eta: 4:10:41, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1943, loss: 1.1943, grad_norm: 9.0924 2020-07-27 23:02:16,776 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-04, eta: 4:10:27, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.4463 2020-07-27 23:02:29,147 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-04, eta: 4:10:13, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.5961 2020-07-27 23:02:42,009 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-04, eta: 4:09:59, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.4044 2020-07-27 23:02:56,004 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-04, eta: 4:09:46, time: 0.703, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.1328 2020-07-27 23:03:09,447 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-04, eta: 4:09:32, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2892, loss: 1.2892, grad_norm: 9.6420 2020-07-27 23:03:21,810 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-04, eta: 4:09:18, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.3293 2020-07-27 23:03:35,496 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-04, eta: 4:09:04, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.3095 2020-07-27 23:03:48,217 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-04, eta: 4:08:51, time: 0.638, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2380, loss: 1.2380, grad_norm: 9.5910 2020-07-27 23:04:01,498 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-04, eta: 4:08:37, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8898, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.0014 2020-07-27 23:04:13,957 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-04, eta: 4:08:23, time: 0.626, data_time: 0.010, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2598, loss: 1.2598, grad_norm: 9.6573 2020-07-27 23:04:28,244 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-04, eta: 4:08:09, time: 0.711, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.2206 2020-07-27 23:04:41,222 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-04, eta: 4:07:56, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8602, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.3943 2020-07-27 23:04:54,034 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-04, eta: 4:07:42, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.0794 2020-07-27 23:05:06,797 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-04, eta: 4:07:28, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1604, loss: 1.1604, grad_norm: 9.2827 2020-07-27 23:05:20,248 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-04, eta: 4:07:14, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.1825 2020-07-27 23:05:33,573 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-04, eta: 4:07:01, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1573, loss: 1.1573, grad_norm: 9.3448 2020-07-27 23:05:46,178 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-04, eta: 4:06:47, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.1873 2020-07-27 23:05:58,794 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-04, eta: 4:06:33, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.3501 2020-07-27 23:06:12,969 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-04, eta: 4:06:19, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.2786 2020-07-27 23:06:25,467 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-04, eta: 4:06:06, time: 0.628, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.5338 2020-07-27 23:06:38,118 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-04, eta: 4:05:52, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2242, loss: 1.2242, grad_norm: 9.2134 2020-07-27 23:06:50,580 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-04, eta: 4:05:38, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2386, loss: 1.2386, grad_norm: 9.5214 2020-07-27 23:07:04,032 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-04, eta: 4:05:24, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.3181 2020-07-27 23:07:16,894 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-04, eta: 4:05:10, time: 0.645, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8742, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.2303 2020-07-27 23:07:29,816 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-04, eta: 4:04:57, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0677, loss: 1.0677, grad_norm: 8.9564 2020-07-27 23:07:42,601 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-04, eta: 4:04:43, time: 0.642, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.1251 2020-07-27 23:07:55,492 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-04, eta: 4:04:29, time: 0.643, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.3977 2020-07-27 23:08:08,755 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-04, eta: 4:04:15, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1364, loss: 1.1364, grad_norm: 9.2380 2020-07-27 23:08:21,133 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-04, eta: 4:04:02, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.0355 2020-07-27 23:08:33,855 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-04, eta: 4:03:48, time: 0.639, data_time: 0.008, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8789, loss_cls: 1.1678, loss: 1.1678, grad_norm: 9.0746 2020-07-27 23:08:48,158 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-04, eta: 4:03:34, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.5124 2020-07-27 23:09:00,465 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-04, eta: 4:03:20, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0801, loss: 1.0801, grad_norm: 8.9584 2020-07-27 23:09:13,493 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-04, eta: 4:03:07, time: 0.649, data_time: 0.004, memory: 5170, top1_acc: 0.7320, top5_acc: 0.9016, loss_cls: 1.0691, loss: 1.0691, grad_norm: 9.0527 2020-07-27 23:09:26,370 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-04, eta: 4:02:53, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.3017 2020-07-27 23:09:40,790 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-04, eta: 4:02:39, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.4565 2020-07-27 23:09:52,867 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-04, eta: 4:02:25, time: 0.606, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2602, loss: 1.2602, grad_norm: 9.8517 2020-07-27 23:10:05,545 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-04, eta: 4:02:11, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1386, loss: 1.1386, grad_norm: 9.2905 2020-07-27 23:10:18,422 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-04, eta: 4:01:58, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.3495 2020-07-27 23:10:31,169 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-04, eta: 4:01:44, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.4040 2020-07-27 23:10:43,612 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-04, eta: 4:01:30, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.3817 2020-07-27 23:10:57,947 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-04, eta: 4:01:16, time: 0.715, data_time: 0.005, memory: 5170, top1_acc: 0.7383, top5_acc: 0.9055, loss_cls: 1.0494, loss: 1.0494, grad_norm: 8.9279 2020-07-27 23:11:10,141 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-04, eta: 4:01:03, time: 0.611, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.0563 2020-07-27 23:11:24,717 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-04, eta: 4:00:49, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.3033 2020-07-27 23:11:37,327 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-04, eta: 4:00:35, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.3156 2020-07-27 23:11:49,689 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-04, eta: 4:00:21, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.1423 2020-07-27 23:12:03,368 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-04, eta: 4:00:08, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.9039, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.4508 2020-07-27 23:12:16,436 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-04, eta: 3:59:54, time: 0.653, data_time: 0.003, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2295, loss: 1.2295, grad_norm: 9.3328 2020-07-27 23:12:28,748 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-04, eta: 3:59:40, time: 0.614, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.1912 2020-07-27 23:12:41,327 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-04, eta: 3:59:26, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.4041 2020-07-27 23:12:53,946 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-04, eta: 3:59:13, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8844, loss_cls: 1.0944, loss: 1.0944, grad_norm: 8.9498 2020-07-27 23:13:08,708 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-04, eta: 3:58:59, time: 0.742, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.0878 2020-07-27 23:13:21,882 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-04, eta: 3:58:45, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.4432 2020-07-27 23:13:34,039 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-04, eta: 3:58:31, time: 0.611, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.4249 2020-07-27 23:13:46,532 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-04, eta: 3:58:18, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.8429 2020-07-27 23:13:58,890 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-04, eta: 3:58:04, time: 0.621, data_time: 0.012, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2662, loss: 1.2662, grad_norm: 9.4036 2020-07-27 23:14:11,611 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-04, eta: 3:57:50, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.5387 2020-07-27 23:14:25,332 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-04, eta: 3:57:36, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.4034 2020-07-27 23:14:37,633 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-04, eta: 3:57:22, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.6876 2020-07-27 23:14:50,490 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-04, eta: 3:57:09, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.4189 2020-07-27 23:15:02,813 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-04, eta: 3:56:55, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1312, loss: 1.1312, grad_norm: 9.2515 2020-07-27 23:15:15,348 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-04, eta: 3:56:41, time: 0.627, data_time: 0.002, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.0498 2020-07-27 23:15:27,809 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-04, eta: 3:56:27, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0869, loss: 1.0869, grad_norm: 8.9563 2020-07-27 23:15:40,695 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-04, eta: 3:56:13, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1888, loss: 1.1888, grad_norm: 9.3791 2020-07-27 23:15:54,013 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-04, eta: 3:56:00, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0920, loss: 1.0920, grad_norm: 9.1647 2020-07-27 23:16:06,230 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-04, eta: 3:55:46, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1929, loss: 1.1929, grad_norm: 9.1942 2020-07-27 23:16:18,993 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-04, eta: 3:55:32, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3606 2020-07-27 23:16:32,383 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-04, eta: 3:55:18, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1557, loss: 1.1557, grad_norm: 9.0946 2020-07-27 23:16:45,395 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-04, eta: 3:55:05, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0791, loss: 1.0791, grad_norm: 9.1149 2020-07-27 23:16:58,856 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-04, eta: 3:54:51, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.6355 2020-07-27 23:17:11,559 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-04, eta: 3:54:37, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0758, loss: 1.0758, grad_norm: 8.9346 2020-07-27 23:17:24,774 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-04, eta: 3:54:23, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.2238 2020-07-27 23:17:37,069 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-04, eta: 3:54:10, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0689, loss: 1.0689, grad_norm: 9.0942 2020-07-27 23:17:51,217 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-04, eta: 3:53:56, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.4172 2020-07-27 23:18:03,449 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-04, eta: 3:53:42, time: 0.610, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.2800 2020-07-27 23:18:17,160 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-04, eta: 3:53:28, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.1494 2020-07-27 23:18:29,420 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-04, eta: 3:53:15, time: 0.609, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.0661 2020-07-27 23:18:41,693 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-04, eta: 3:53:01, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.4665 2020-07-27 23:18:55,915 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-04, eta: 3:52:47, time: 0.710, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.4454 2020-07-27 23:19:07,945 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-04, eta: 3:52:33, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1407, loss: 1.1407, grad_norm: 9.2912 2020-07-27 23:19:20,479 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-04, eta: 3:52:19, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.7438, top5_acc: 0.9039, loss_cls: 1.0751, loss: 1.0751, grad_norm: 9.0092 2020-07-27 23:19:32,827 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-04, eta: 3:52:06, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2722, loss: 1.2722, grad_norm: 9.6952 2020-07-27 23:19:45,558 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-04, eta: 3:51:52, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.3234 2020-07-27 23:19:58,087 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-04, eta: 3:51:38, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.2876 2020-07-27 23:20:11,208 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-04, eta: 3:51:24, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.0605 2020-07-27 23:20:25,463 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-04, eta: 3:51:11, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2170, loss: 1.2170, grad_norm: 9.5315 2020-07-27 23:20:39,257 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-04, eta: 3:50:57, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.6248 2020-07-27 23:20:51,957 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-04, eta: 3:50:43, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1417, loss: 1.1417, grad_norm: 9.1025 2020-07-27 23:21:04,489 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-04, eta: 3:50:29, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.3142 2020-07-27 23:21:17,240 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-04, eta: 3:50:16, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.3052 2020-07-27 23:21:29,673 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-04, eta: 3:50:02, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.5116 2020-07-27 23:21:42,009 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-04, eta: 3:49:48, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.2029, loss: 1.2029, grad_norm: 9.4382 2020-07-27 23:21:54,814 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-04, eta: 3:49:34, time: 0.638, data_time: 0.004, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.2401 2020-07-27 23:22:09,048 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-04, eta: 3:49:21, time: 0.714, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.2813, loss: 1.2813, grad_norm: 9.6858 2020-07-27 23:22:22,248 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-04, eta: 3:49:07, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.4204 2020-07-27 23:22:34,720 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-04, eta: 3:48:53, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2561, loss: 1.2561, grad_norm: 9.4756 2020-07-27 23:22:47,112 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-04, eta: 3:48:39, time: 0.618, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.3412 2020-07-27 23:23:00,470 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-04, eta: 3:48:26, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1614, loss: 1.1614, grad_norm: 9.4500 2020-07-27 23:23:13,289 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-04, eta: 3:48:12, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.2707 2020-07-27 23:23:25,945 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-04, eta: 3:47:58, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.4587 2020-07-27 23:23:38,657 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-04, eta: 3:47:44, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8812, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.6700 2020-07-27 23:23:51,233 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-04, eta: 3:47:30, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8977, loss_cls: 1.1187, loss: 1.1187, grad_norm: 9.5875 2020-07-27 23:24:04,461 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-04, eta: 3:47:17, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2190, loss: 1.2190, grad_norm: 9.6373 2020-07-27 23:24:16,898 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-04, eta: 3:47:03, time: 0.625, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2446, loss: 1.2446, grad_norm: 9.3502 2020-07-27 23:24:29,341 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-04, eta: 3:46:49, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1882, loss: 1.1882, grad_norm: 9.0911 2020-07-27 23:24:44,282 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-04, eta: 3:46:35, time: 0.749, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2260, loss: 1.2260, grad_norm: 9.3010 2020-07-27 23:24:56,497 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-04, eta: 3:46:22, time: 0.609, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1996, loss: 1.1996, grad_norm: 9.1868 2020-07-27 23:25:08,712 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-04, eta: 3:46:08, time: 0.612, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.9836 2020-07-27 23:25:21,129 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-04, eta: 3:45:54, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.2949 2020-07-27 23:25:35,746 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-04, eta: 3:45:40, time: 0.731, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3225, loss: 1.3225, grad_norm: 9.6397 2020-07-27 23:25:48,943 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-04, eta: 3:45:27, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2253, loss: 1.2253, grad_norm: 9.4071 2020-07-27 23:26:02,352 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-04, eta: 3:45:13, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.3876 2020-07-27 23:26:15,139 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-04, eta: 3:44:59, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.5114 2020-07-27 23:26:28,155 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-04, eta: 3:44:45, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.0936, loss: 1.0936, grad_norm: 8.6731 2020-07-27 23:26:41,196 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-04, eta: 3:44:32, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.3687 2020-07-27 23:26:54,529 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-04, eta: 3:44:18, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.6883 2020-07-27 23:27:07,628 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-04, eta: 3:44:04, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.3732 2020-07-27 23:27:19,857 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-04, eta: 3:43:50, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1281, loss: 1.1281, grad_norm: 8.9557 2020-07-27 23:27:32,930 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-04, eta: 3:43:37, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.7202 2020-07-27 23:27:46,871 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-04, eta: 3:43:23, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.2099 2020-07-27 23:28:00,035 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-04, eta: 3:43:09, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.2024, loss: 1.2024, grad_norm: 9.5532 2020-07-27 23:28:12,959 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-04, eta: 3:42:55, time: 0.649, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2165, loss: 1.2165, grad_norm: 9.2344 2020-07-27 23:28:26,086 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-04, eta: 3:42:42, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.1569 2020-07-27 23:28:39,334 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-04, eta: 3:42:28, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.5867 2020-07-27 23:28:51,775 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-04, eta: 3:42:14, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.3367 2020-07-27 23:29:04,225 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-04, eta: 3:42:00, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.6316 2020-07-27 23:29:17,840 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-04, eta: 3:41:47, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.2088 2020-07-27 23:29:30,734 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-04, eta: 3:41:33, time: 0.646, data_time: 0.010, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.1171, loss: 1.1171, grad_norm: 9.2904 2020-07-27 23:29:43,038 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-04, eta: 3:41:19, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1388, loss: 1.1388, grad_norm: 8.9747 2020-07-27 23:29:55,392 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-04, eta: 3:41:05, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.1429 2020-07-27 23:30:09,171 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-04, eta: 3:40:51, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.9000, loss_cls: 1.1153, loss: 1.1153, grad_norm: 9.4139 2020-07-27 23:30:23,792 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-04, eta: 3:40:38, time: 0.734, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.5769 2020-07-27 23:30:35,901 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-04, eta: 3:40:24, time: 0.603, data_time: 0.004, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.0985, loss: 1.0985, grad_norm: 9.0659 2020-07-27 23:30:48,291 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-04, eta: 3:40:10, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1720, loss: 1.1720, grad_norm: 9.4576 2020-07-27 23:31:00,971 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-04, eta: 3:39:56, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.9643 2020-07-27 23:31:13,706 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-04, eta: 3:39:43, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2551, loss: 1.2551, grad_norm: 9.5509 2020-07-27 23:31:26,397 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-04, eta: 3:39:29, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8828, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.5650 2020-07-27 23:31:40,348 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-04, eta: 3:39:15, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1056, loss: 1.1056, grad_norm: 8.8724 2020-07-27 23:31:52,673 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-04, eta: 3:39:01, time: 0.614, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2351, loss: 1.2351, grad_norm: 9.6155 2020-07-27 23:32:05,696 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-04, eta: 3:38:48, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.5471 2020-07-27 23:32:18,081 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-04, eta: 3:38:34, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7414, top5_acc: 0.8922, loss_cls: 1.0862, loss: 1.0862, grad_norm: 9.0055 2020-07-27 23:32:30,588 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-04, eta: 3:38:20, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.4242 2020-07-27 23:32:43,351 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-04, eta: 3:38:06, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.3956 2020-07-27 23:32:56,549 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-04, eta: 3:37:53, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2655, loss: 1.2655, grad_norm: 9.6623 2020-07-27 23:33:10,086 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-04, eta: 3:37:39, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.6576 2020-07-27 23:33:23,103 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-04, eta: 3:37:25, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8773, loss_cls: 1.1873, loss: 1.1873, grad_norm: 9.3601 2020-07-27 23:33:35,722 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-04, eta: 3:37:11, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.1561 2020-07-27 23:33:48,378 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-04, eta: 3:36:58, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.1969 2020-07-27 23:34:02,043 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-04, eta: 3:36:44, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.2066, loss: 1.2066, grad_norm: 9.6099 2020-07-27 23:34:16,171 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-04, eta: 3:36:30, time: 0.709, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.0832 2020-07-27 23:34:28,302 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-04, eta: 3:36:16, time: 0.605, data_time: 0.004, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1337, loss: 1.1337, grad_norm: 8.9702 2020-07-27 23:34:40,658 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-04, eta: 3:36:03, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.2695 2020-07-27 23:34:54,345 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-04, eta: 3:35:49, time: 0.682, data_time: 0.004, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.3168 2020-07-27 23:35:06,624 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-04, eta: 3:35:35, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1663, loss: 1.1663, grad_norm: 9.1850 2020-07-27 23:35:19,266 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-04, eta: 3:35:21, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.5344 2020-07-27 23:35:32,831 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-04, eta: 3:35:08, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2911, loss: 1.2911, grad_norm: 9.4957 2020-07-27 23:35:45,349 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-04, eta: 3:34:54, time: 0.623, data_time: 0.004, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8797, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.0753 2020-07-27 23:35:57,723 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-27 23:36:23,265 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-04, eta: 3:34:28, time: 1.151, data_time: 0.530, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.5706 2020-07-27 23:36:36,080 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-04, eta: 3:34:15, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.8130 2020-07-27 23:36:48,092 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-04, eta: 3:34:01, time: 0.598, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.7825 2020-07-27 23:37:01,358 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-04, eta: 3:33:47, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.3733 2020-07-27 23:37:13,892 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-04, eta: 3:33:33, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8922, loss_cls: 1.1032, loss: 1.1032, grad_norm: 9.2078 2020-07-27 23:37:27,382 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-04, eta: 3:33:19, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.4087 2020-07-27 23:37:41,347 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-04, eta: 3:33:06, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.0859 2020-07-27 23:37:54,888 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-04, eta: 3:32:52, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.1225 2020-07-27 23:38:07,022 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-04, eta: 3:32:38, time: 0.607, data_time: 0.004, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2583, loss: 1.2583, grad_norm: 9.5076 2020-07-27 23:38:19,591 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-04, eta: 3:32:24, time: 0.628, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1852, loss: 1.1852, grad_norm: 9.4151 2020-07-27 23:38:32,735 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-04, eta: 3:32:11, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2879, loss: 1.2879, grad_norm: 9.6779 2020-07-27 23:38:45,574 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-04, eta: 3:31:57, time: 0.650, data_time: 0.011, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8828, loss_cls: 1.0895, loss: 1.0895, grad_norm: 8.6935 2020-07-27 23:38:59,464 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-04, eta: 3:31:43, time: 0.691, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.4211 2020-07-27 23:39:12,911 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-04, eta: 3:31:30, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2619, loss: 1.2619, grad_norm: 9.6278 2020-07-27 23:39:25,425 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-04, eta: 3:31:16, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.1136, loss: 1.1136, grad_norm: 9.0060 2020-07-27 23:39:38,651 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-04, eta: 3:31:02, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.2024, loss: 1.2024, grad_norm: 9.5512 2020-07-27 23:39:51,897 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-04, eta: 3:30:48, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.0771 2020-07-27 23:40:04,374 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-04, eta: 3:30:34, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.2745 2020-07-27 23:40:18,933 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-04, eta: 3:30:21, time: 0.728, data_time: 0.002, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.4801 2020-07-27 23:40:31,116 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-04, eta: 3:30:07, time: 0.603, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.2455 2020-07-27 23:40:43,434 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-04, eta: 3:29:53, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2049, loss: 1.2049, grad_norm: 9.5772 2020-07-27 23:40:57,386 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-04, eta: 3:29:40, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.4565 2020-07-27 23:41:09,760 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-04, eta: 3:29:26, time: 0.622, data_time: 0.010, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.3108 2020-07-27 23:41:22,174 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-04, eta: 3:29:12, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2165, loss: 1.2165, grad_norm: 9.5871 2020-07-27 23:41:35,035 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-04, eta: 3:28:58, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.2079, loss: 1.2079, grad_norm: 9.4079 2020-07-27 23:41:47,626 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-04, eta: 3:28:44, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.7059 2020-07-27 23:42:00,434 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-04, eta: 3:28:31, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0802, loss: 1.0802, grad_norm: 9.3191 2020-07-27 23:42:12,995 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-04, eta: 3:28:17, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.5104 2020-07-27 23:42:25,716 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-04, eta: 3:28:03, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2471, loss: 1.2471, grad_norm: 9.3889 2020-07-27 23:42:39,358 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-04, eta: 3:27:49, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.3947 2020-07-27 23:42:54,375 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-04, eta: 3:27:36, time: 0.751, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.5651 2020-07-27 23:43:06,726 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-04, eta: 3:27:22, time: 0.617, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1140, loss: 1.1140, grad_norm: 9.4274 2020-07-27 23:43:20,218 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-04, eta: 3:27:08, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.2515 2020-07-27 23:43:32,781 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-04, eta: 3:26:54, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.5811 2020-07-27 23:43:46,250 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-04, eta: 3:26:41, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2710, loss: 1.2710, grad_norm: 9.5770 2020-07-27 23:43:58,560 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-04, eta: 3:26:27, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.3774 2020-07-27 23:44:11,300 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-04, eta: 3:26:13, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.3380 2020-07-27 23:44:24,287 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-04, eta: 3:25:59, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3044, loss: 1.3044, grad_norm: 9.8678 2020-07-27 23:44:37,561 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-04, eta: 3:25:46, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1526, loss: 1.1526, grad_norm: 9.5243 2020-07-27 23:44:50,315 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-04, eta: 3:25:32, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2924, loss: 1.2924, grad_norm: 9.8728 2020-07-27 23:45:03,416 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-04, eta: 3:25:18, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8805, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.0486 2020-07-27 23:45:16,109 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-04, eta: 3:25:04, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.2289 2020-07-27 23:45:28,700 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-04, eta: 3:24:51, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.2684 2020-07-27 23:45:41,441 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-04, eta: 3:24:37, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2718, loss: 1.2718, grad_norm: 9.5033 2020-07-27 23:45:54,397 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-04, eta: 3:24:23, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1658, loss: 1.1658, grad_norm: 9.4201 2020-07-27 23:46:07,660 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-04, eta: 3:24:09, time: 0.673, data_time: 0.012, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2412, loss: 1.2412, grad_norm: 9.4295 2020-07-27 23:46:20,380 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-04, eta: 3:23:56, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.2833 2020-07-27 23:46:34,587 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-04, eta: 3:23:42, time: 0.711, data_time: 0.004, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.1174, loss: 1.1174, grad_norm: 9.1723 2020-07-27 23:46:48,009 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-04, eta: 3:23:28, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.6716 2020-07-27 23:47:00,233 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-04, eta: 3:23:14, time: 0.615, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.1659 2020-07-27 23:47:13,516 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-04, eta: 3:23:01, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8938, loss_cls: 1.0788, loss: 1.0788, grad_norm: 9.0969 2020-07-27 23:47:26,173 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-04, eta: 3:22:47, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2341, loss: 1.2341, grad_norm: 9.4935 2020-07-27 23:47:40,377 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-04, eta: 3:22:33, time: 0.708, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.4496 2020-07-27 23:47:52,699 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-04, eta: 3:22:19, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1500, loss: 1.1500, grad_norm: 9.1142 2020-07-27 23:48:06,628 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-04, eta: 3:22:06, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.4193 2020-07-27 23:48:19,264 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-04, eta: 3:21:52, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8766, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.4954 2020-07-27 23:48:31,829 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-04, eta: 3:21:38, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.3128 2020-07-27 23:48:46,120 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-04, eta: 3:21:25, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.4089 2020-07-27 23:48:58,884 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-04, eta: 3:21:11, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1528, loss: 1.1528, grad_norm: 9.1523 2020-07-27 23:49:11,397 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-04, eta: 3:20:57, time: 0.629, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2366, loss: 1.2366, grad_norm: 9.5525 2020-07-27 23:49:24,228 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-04, eta: 3:20:43, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.0446 2020-07-27 23:49:37,235 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-04, eta: 3:20:30, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.0334 2020-07-27 23:49:50,247 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-04, eta: 3:20:16, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.4846 2020-07-27 23:50:02,905 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-04, eta: 3:20:02, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.3613 2020-07-27 23:50:15,726 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-04, eta: 3:19:48, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1289, loss: 1.1289, grad_norm: 9.2736 2020-07-27 23:50:29,429 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-04, eta: 3:19:35, time: 0.686, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.4277 2020-07-27 23:50:44,350 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-04, eta: 3:19:21, time: 0.747, data_time: 0.003, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.2822 2020-07-27 23:50:58,019 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-04, eta: 3:19:07, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.3591 2020-07-27 23:51:10,541 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-04, eta: 3:18:53, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.0981, loss: 1.0981, grad_norm: 9.3271 2020-07-27 23:51:23,998 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-04, eta: 3:18:40, time: 0.671, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.5131 2020-07-27 23:51:36,646 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-04, eta: 3:18:26, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.1984, loss: 1.1984, grad_norm: 9.4996 2020-07-27 23:51:50,859 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-04, eta: 3:18:12, time: 0.707, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.3917 2020-07-27 23:52:04,266 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-04, eta: 3:17:58, time: 0.674, data_time: 0.013, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.4235 2020-07-27 23:52:16,774 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-04, eta: 3:17:45, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2230, loss: 1.2230, grad_norm: 9.5201 2020-07-27 23:52:30,253 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-04, eta: 3:17:31, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2435, loss: 1.2435, grad_norm: 9.6076 2020-07-27 23:52:42,647 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-04, eta: 3:17:17, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.1456 2020-07-27 23:52:55,548 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-04, eta: 3:17:03, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.4113 2020-07-27 23:53:08,857 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-04, eta: 3:16:50, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.4244 2020-07-27 23:53:21,605 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-04, eta: 3:16:36, time: 0.639, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1944, loss: 1.1944, grad_norm: 9.4276 2020-07-27 23:53:34,452 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-04, eta: 3:16:22, time: 0.641, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.5738 2020-07-27 23:53:48,373 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-04, eta: 3:16:09, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.3904 2020-07-27 23:54:01,827 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-04, eta: 3:15:55, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.2527, loss: 1.2527, grad_norm: 9.6153 2020-07-27 23:54:15,058 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-04, eta: 3:15:41, time: 0.663, data_time: 0.003, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.2443 2020-07-27 23:54:27,591 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-04, eta: 3:15:27, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2066, loss: 1.2066, grad_norm: 9.4394 2020-07-27 23:54:41,691 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-04, eta: 3:15:14, time: 0.708, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1951, loss: 1.1951, grad_norm: 9.4291 2020-07-27 23:54:55,015 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-04, eta: 3:15:00, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2717, loss: 1.2717, grad_norm: 9.5422 2020-07-27 23:55:08,444 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-04, eta: 3:14:46, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.2172 2020-07-27 23:55:21,064 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-04, eta: 3:14:32, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.5560 2020-07-27 23:55:35,136 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-04, eta: 3:14:19, time: 0.704, data_time: 0.002, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.3793 2020-07-27 23:55:48,611 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-04, eta: 3:14:05, time: 0.672, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.2978 2020-07-27 23:56:01,073 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-04, eta: 3:13:51, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1246, loss: 1.1246, grad_norm: 8.8816 2020-07-27 23:56:14,834 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-04, eta: 3:13:37, time: 0.686, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8609, loss_cls: 1.2643, loss: 1.2643, grad_norm: 9.4998 2020-07-27 23:56:27,942 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-04, eta: 3:13:24, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2317, loss: 1.2317, grad_norm: 9.6451 2020-07-27 23:56:40,700 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-04, eta: 3:13:10, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.4453 2020-07-27 23:56:53,898 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-04, eta: 3:12:56, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1087, loss: 1.1087, grad_norm: 9.1748 2020-07-27 23:57:07,482 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-04, eta: 3:12:43, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.6566 2020-07-27 23:57:19,999 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-04, eta: 3:12:29, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8914, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.9614 2020-07-27 23:57:34,215 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-04, eta: 3:12:15, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.3468 2020-07-27 23:57:47,609 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-04, eta: 3:12:01, time: 0.671, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.6062 2020-07-27 23:58:00,086 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-04, eta: 3:11:48, time: 0.620, data_time: 0.009, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8797, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.1172 2020-07-27 23:58:13,506 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-04, eta: 3:11:34, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.1669 2020-07-27 23:58:26,519 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-04, eta: 3:11:20, time: 0.647, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2186, loss: 1.2186, grad_norm: 9.6773 2020-07-27 23:58:39,174 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-04, eta: 3:11:06, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.3909 2020-07-27 23:58:53,534 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-04, eta: 3:10:53, time: 0.715, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.0964 2020-07-27 23:59:06,780 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-04, eta: 3:10:39, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2398, loss: 1.2398, grad_norm: 9.4644 2020-07-27 23:59:20,189 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-04, eta: 3:10:25, time: 0.668, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2287, loss: 1.2287, grad_norm: 9.7391 2020-07-27 23:59:33,212 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-04, eta: 3:10:11, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.2011, loss: 1.2011, grad_norm: 9.3798 2020-07-27 23:59:45,789 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-04, eta: 3:09:58, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.2539 2020-07-27 23:59:59,923 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-04, eta: 3:09:44, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2114, loss: 1.2114, grad_norm: 9.5043 2020-07-28 00:00:15,385 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-04, eta: 3:09:30, time: 0.760, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.2342 2020-07-28 00:00:28,557 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-04, eta: 3:09:17, time: 0.672, data_time: 0.025, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.0813 2020-07-28 00:00:41,149 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-04, eta: 3:09:03, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3058, loss: 1.3058, grad_norm: 9.5838 2020-07-28 00:00:54,518 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-04, eta: 3:08:49, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.3052 2020-07-28 00:01:07,778 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-04, eta: 3:08:35, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.3556 2020-07-28 00:01:20,799 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-04, eta: 3:08:22, time: 0.654, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.3759 2020-07-28 00:01:33,427 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-04, eta: 3:08:08, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.1006, loss: 1.1006, grad_norm: 9.2466 2020-07-28 00:01:47,376 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-04, eta: 3:07:54, time: 0.704, data_time: 0.009, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.1965 2020-07-28 00:02:00,354 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-04, eta: 3:07:40, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.9016, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.1599 2020-07-28 00:02:12,957 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-04, eta: 3:07:27, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1944, loss: 1.1944, grad_norm: 9.1203 2020-07-28 00:02:26,298 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-04, eta: 3:07:13, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.2435 2020-07-28 00:02:39,826 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-04, eta: 3:06:59, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8820, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.0001 2020-07-28 00:02:52,919 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-04, eta: 3:06:45, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.6319 2020-07-28 00:03:05,843 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-04, eta: 3:06:32, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.2412 2020-07-28 00:03:19,165 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-04, eta: 3:06:18, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2475, loss: 1.2475, grad_norm: 9.6985 2020-07-28 00:03:32,883 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-04, eta: 3:06:04, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.2401 2020-07-28 00:03:45,479 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-04, eta: 3:05:51, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2485, loss: 1.2485, grad_norm: 9.4315 2020-07-28 00:03:58,233 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-04, eta: 3:05:37, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1437, loss: 1.1437, grad_norm: 9.1562 2020-07-28 00:04:11,317 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-04, eta: 3:05:23, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8867, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.4067 2020-07-28 00:04:24,953 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-04, eta: 3:05:09, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.8213 2020-07-28 00:04:38,334 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-04, eta: 3:04:56, time: 0.666, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.4381 2020-07-28 00:04:51,180 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-04, eta: 3:04:42, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.2677 2020-07-28 00:05:04,708 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-04, eta: 3:04:28, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.1649 2020-07-28 00:05:17,340 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-04, eta: 3:04:14, time: 0.632, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2491, loss: 1.2491, grad_norm: 9.5785 2020-07-28 00:05:32,271 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-04, eta: 3:04:01, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.1075 2020-07-28 00:05:45,534 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-04, eta: 3:03:47, time: 0.670, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.3017 2020-07-28 00:05:59,207 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-04, eta: 3:03:33, time: 0.681, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.1633 2020-07-28 00:06:12,729 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-04, eta: 3:03:20, time: 0.679, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.5418 2020-07-28 00:06:26,277 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-04, eta: 3:03:06, time: 0.675, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.4922 2020-07-28 00:06:39,139 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-04, eta: 3:02:52, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.2457 2020-07-28 00:06:52,676 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-04, eta: 3:02:38, time: 0.675, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.4960 2020-07-28 00:07:06,041 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-04, eta: 3:02:25, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.1644 2020-07-28 00:07:19,041 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-04, eta: 3:02:11, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.4025 2020-07-28 00:07:32,270 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-04, eta: 3:01:57, time: 0.666, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.2828 2020-07-28 00:07:45,459 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-04, eta: 3:01:43, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8844, loss_cls: 1.1531, loss: 1.1531, grad_norm: 9.1525 2020-07-28 00:07:58,992 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-04, eta: 3:01:30, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.2327, loss: 1.2327, grad_norm: 9.3215 2020-07-28 00:08:12,959 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-04, eta: 3:01:16, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.2114 2020-07-28 00:08:26,834 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-04, eta: 3:01:02, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.2731 2020-07-28 00:08:39,320 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-04, eta: 3:00:49, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.4283 2020-07-28 00:08:52,082 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-04, eta: 3:00:35, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.2841 2020-07-28 00:09:06,535 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-04, eta: 3:00:21, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1484, loss: 1.1484, grad_norm: 9.1704 2020-07-28 00:09:19,269 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-04, eta: 3:00:07, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.5769 2020-07-28 00:09:32,937 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-04, eta: 2:59:54, time: 0.681, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.3162 2020-07-28 00:09:46,978 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-04, eta: 2:59:40, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.4844 2020-07-28 00:09:59,685 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-04, eta: 2:59:26, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7328, top5_acc: 0.9047, loss_cls: 1.0827, loss: 1.0827, grad_norm: 9.0522 2020-07-28 00:10:13,535 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-04, eta: 2:59:12, time: 0.694, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.3979 2020-07-28 00:10:27,210 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-04, eta: 2:58:59, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.2510 2020-07-28 00:10:40,301 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-04, eta: 2:58:45, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.4890 2020-07-28 00:10:53,312 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-04, eta: 2:58:31, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.4373 2020-07-28 00:11:06,535 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-04, eta: 2:58:18, time: 0.661, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8898, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.1953 2020-07-28 00:11:22,046 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-04, eta: 2:58:04, time: 0.773, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.4503 2020-07-28 00:11:34,280 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-04, eta: 2:57:50, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.5741 2020-07-28 00:11:46,969 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-04, eta: 2:57:36, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.2258, loss: 1.2258, grad_norm: 9.5272 2020-07-28 00:12:00,976 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-04, eta: 2:57:23, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.2610 2020-07-28 00:12:13,592 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-04, eta: 2:57:09, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.0242 2020-07-28 00:12:27,678 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-04, eta: 2:56:55, time: 0.706, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.5100 2020-07-28 00:12:40,128 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-04, eta: 2:56:41, time: 0.621, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1313, loss: 1.1313, grad_norm: 9.4996 2020-07-28 00:12:53,134 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-04, eta: 2:56:28, time: 0.652, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2426, loss: 1.2426, grad_norm: 9.5245 2020-07-28 00:13:07,360 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-04, eta: 2:56:14, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2439, loss: 1.2439, grad_norm: 9.7473 2020-07-28 00:13:19,828 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-04, eta: 2:56:00, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.7831 2020-07-28 00:13:33,458 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-04, eta: 2:55:47, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.1933 2020-07-28 00:13:47,193 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-04, eta: 2:55:33, time: 0.688, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2133, loss: 1.2133, grad_norm: 9.3832 2020-07-28 00:14:01,692 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-04, eta: 2:55:19, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.6307 2020-07-28 00:14:14,383 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-04, eta: 2:55:05, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.7312, top5_acc: 0.9000, loss_cls: 1.1309, loss: 1.1309, grad_norm: 9.0467 2020-07-28 00:14:27,272 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-04, eta: 2:54:52, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.0813, loss: 1.0813, grad_norm: 9.2000 2020-07-28 00:14:40,238 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-04, eta: 2:54:38, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1181, loss: 1.1181, grad_norm: 9.2846 2020-07-28 00:14:54,359 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-04, eta: 2:54:24, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.2877 2020-07-28 00:15:07,374 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-04, eta: 2:54:11, time: 0.652, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.2229, loss: 1.2229, grad_norm: 9.4741 2020-07-28 00:15:21,593 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-04, eta: 2:53:57, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8906, loss_cls: 1.0887, loss: 1.0887, grad_norm: 9.0554 2020-07-28 00:15:34,081 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-04, eta: 2:53:43, time: 0.625, data_time: 0.003, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.4693 2020-07-28 00:15:47,259 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-04, eta: 2:53:29, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.6988 2020-07-28 00:16:01,001 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-04, eta: 2:53:16, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.5422 2020-07-28 00:16:15,516 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-04, eta: 2:53:02, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2650, loss: 1.2650, grad_norm: 9.8021 2020-07-28 00:16:28,731 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-04, eta: 2:52:48, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.4443 2020-07-28 00:16:42,061 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-04, eta: 2:52:34, time: 0.664, data_time: 0.004, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8812, loss_cls: 1.1420, loss: 1.1420, grad_norm: 8.9756 2020-07-28 00:16:55,969 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-04, eta: 2:52:21, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1796, loss: 1.1796, grad_norm: 9.5695 2020-07-28 00:17:08,382 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-04, eta: 2:52:07, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.5030 2020-07-28 00:17:21,087 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-04, eta: 2:51:53, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8812, loss_cls: 1.1635, loss: 1.1635, grad_norm: 8.9873 2020-07-28 00:17:33,029 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-07-28 00:17:58,430 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-04, eta: 2:51:28, time: 1.190, data_time: 0.564, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1481 2020-07-28 00:18:10,534 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-04, eta: 2:51:14, time: 0.607, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2355, loss: 1.2355, grad_norm: 9.5241 2020-07-28 00:18:23,856 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-04, eta: 2:51:00, time: 0.663, data_time: 0.004, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.3728 2020-07-28 00:18:36,653 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-04, eta: 2:50:47, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.7367, top5_acc: 0.9031, loss_cls: 1.0646, loss: 1.0646, grad_norm: 9.0999 2020-07-28 00:18:49,709 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-04, eta: 2:50:33, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.1196 2020-07-28 00:19:03,008 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-04, eta: 2:50:19, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8727, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.3280 2020-07-28 00:19:17,048 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-04, eta: 2:50:05, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.0539 2020-07-28 00:19:30,541 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-04, eta: 2:49:52, time: 0.674, data_time: 0.004, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1135, loss: 1.1135, grad_norm: 9.2243 2020-07-28 00:19:43,986 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-04, eta: 2:49:38, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.6402 2020-07-28 00:19:57,981 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-04, eta: 2:49:24, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8969, loss_cls: 1.1413, loss: 1.1413, grad_norm: 9.4512 2020-07-28 00:20:11,250 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-04, eta: 2:49:11, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.6412 2020-07-28 00:20:24,867 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-04, eta: 2:48:57, time: 0.684, data_time: 0.007, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.1272, loss: 1.1272, grad_norm: 9.4864 2020-07-28 00:20:38,861 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-04, eta: 2:48:43, time: 0.700, data_time: 0.004, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.1278 2020-07-28 00:20:52,912 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-04, eta: 2:48:29, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2460, loss: 1.2460, grad_norm: 9.7047 2020-07-28 00:21:05,737 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-04, eta: 2:48:16, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2196, loss: 1.2196, grad_norm: 9.7366 2020-07-28 00:21:19,373 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-04, eta: 2:48:02, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1264, loss: 1.1264, grad_norm: 9.2047 2020-07-28 00:21:33,440 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-04, eta: 2:47:48, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.5752 2020-07-28 00:21:47,186 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-04, eta: 2:47:35, time: 0.687, data_time: 0.001, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.2683 2020-07-28 00:22:00,181 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-04, eta: 2:47:21, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2642, loss: 1.2642, grad_norm: 9.7615 2020-07-28 00:22:13,380 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-04, eta: 2:47:07, time: 0.662, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.2678 2020-07-28 00:22:26,395 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-04, eta: 2:46:53, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1336, loss: 1.1336, grad_norm: 9.3102 2020-07-28 00:22:40,670 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-04, eta: 2:46:40, time: 0.717, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.6320 2020-07-28 00:22:55,454 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-04, eta: 2:46:26, time: 0.737, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8758, loss_cls: 1.1562, loss: 1.1562, grad_norm: 9.3520 2020-07-28 00:23:09,202 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-04, eta: 2:46:12, time: 0.689, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2413, loss: 1.2413, grad_norm: 9.6338 2020-07-28 00:23:22,183 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-04, eta: 2:45:59, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.1063 2020-07-28 00:23:36,593 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-04, eta: 2:45:45, time: 0.722, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.5453 2020-07-28 00:23:50,773 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-04, eta: 2:45:31, time: 0.705, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2581, loss: 1.2581, grad_norm: 9.5859 2020-07-28 00:24:04,425 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-04, eta: 2:45:17, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.1674 2020-07-28 00:24:17,277 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-04, eta: 2:45:04, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.3801 2020-07-28 00:24:32,037 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-04, eta: 2:44:50, time: 0.740, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8586, loss_cls: 1.2652, loss: 1.2652, grad_norm: 9.6512 2020-07-28 00:24:44,842 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-04, eta: 2:44:36, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.1867 2020-07-28 00:24:58,267 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-04, eta: 2:44:23, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2128, loss: 1.2128, grad_norm: 9.5657 2020-07-28 00:25:12,074 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-04, eta: 2:44:09, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.5754 2020-07-28 00:25:25,550 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-04, eta: 2:43:55, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2573, loss: 1.2573, grad_norm: 9.5901 2020-07-28 00:25:38,390 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-04, eta: 2:43:41, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.2290 2020-07-28 00:25:51,693 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-04, eta: 2:43:28, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.4627 2020-07-28 00:26:04,712 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-04, eta: 2:43:14, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8852, loss_cls: 1.1439, loss: 1.1439, grad_norm: 9.1552 2020-07-28 00:26:17,429 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-04, eta: 2:43:00, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8797, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2344 2020-07-28 00:26:30,378 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-04, eta: 2:42:46, time: 0.645, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.0769 2020-07-28 00:26:44,935 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-04, eta: 2:42:33, time: 0.730, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.2868 2020-07-28 00:26:57,753 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-04, eta: 2:42:19, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.2521 2020-07-28 00:27:11,405 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-04, eta: 2:42:05, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.4681 2020-07-28 00:27:24,889 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-04, eta: 2:41:52, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.5020 2020-07-28 00:27:38,391 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-04, eta: 2:41:38, time: 0.677, data_time: 0.024, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2825, loss: 1.2825, grad_norm: 9.6755 2020-07-28 00:27:51,224 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-04, eta: 2:41:24, time: 0.639, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.5879 2020-07-28 00:28:05,010 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-04, eta: 2:41:10, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.0841, loss: 1.0841, grad_norm: 8.8655 2020-07-28 00:28:18,563 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-04, eta: 2:40:57, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.5537 2020-07-28 00:28:31,108 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-04, eta: 2:40:43, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1147, loss: 1.1147, grad_norm: 9.0326 2020-07-28 00:28:45,073 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-04, eta: 2:40:29, time: 0.701, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2281, loss: 1.2281, grad_norm: 9.4471 2020-07-28 00:28:58,192 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-04, eta: 2:40:16, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.4921 2020-07-28 00:29:11,985 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-04, eta: 2:40:02, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.9008, loss_cls: 1.1046, loss: 1.1046, grad_norm: 9.1913 2020-07-28 00:29:24,436 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-04, eta: 2:39:48, time: 0.620, data_time: 0.004, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1551, loss: 1.1551, grad_norm: 9.0965 2020-07-28 00:29:38,570 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-04, eta: 2:39:34, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.5010 2020-07-28 00:29:52,096 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-04, eta: 2:39:21, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1645, loss: 1.1645, grad_norm: 9.2018 2020-07-28 00:30:04,790 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-04, eta: 2:39:07, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.3026, loss: 1.3026, grad_norm: 9.4461 2020-07-28 00:30:18,483 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-04, eta: 2:38:53, time: 0.683, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.7088 2020-07-28 00:30:31,107 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-04, eta: 2:38:39, time: 0.632, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2125, loss: 1.2125, grad_norm: 9.4655 2020-07-28 00:30:45,588 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-04, eta: 2:38:26, time: 0.724, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.7121 2020-07-28 00:30:57,936 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-04, eta: 2:38:12, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1223, loss: 1.1223, grad_norm: 9.4493 2020-07-28 00:31:11,242 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-04, eta: 2:37:58, time: 0.665, data_time: 0.003, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.5766 2020-07-28 00:31:24,369 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-04, eta: 2:37:45, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.5312 2020-07-28 00:31:37,916 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-04, eta: 2:37:31, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2100, loss: 1.2100, grad_norm: 9.4558 2020-07-28 00:31:53,696 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-04, eta: 2:37:17, time: 0.786, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.3039, loss: 1.3039, grad_norm: 9.7923 2020-07-28 00:32:05,973 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-04, eta: 2:37:03, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.3056 2020-07-28 00:32:19,443 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-04, eta: 2:36:50, time: 0.672, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.4047 2020-07-28 00:32:33,140 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-04, eta: 2:36:36, time: 0.687, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3946 2020-07-28 00:32:45,633 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-04, eta: 2:36:22, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.3006 2020-07-28 00:33:00,066 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-04, eta: 2:36:09, time: 0.725, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2539, loss: 1.2539, grad_norm: 9.7029 2020-07-28 00:33:13,987 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-04, eta: 2:35:55, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.3218 2020-07-28 00:33:26,819 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-04, eta: 2:35:41, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.1112, loss: 1.1112, grad_norm: 8.9363 2020-07-28 00:33:39,446 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-04, eta: 2:35:27, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.5106 2020-07-28 00:33:52,865 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-04, eta: 2:35:14, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.1920 2020-07-28 00:34:06,311 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-04, eta: 2:35:00, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8922, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.3059 2020-07-28 00:34:19,102 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-04, eta: 2:34:46, time: 0.642, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2474, loss: 1.2474, grad_norm: 9.5543 2020-07-28 00:34:33,359 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-04, eta: 2:34:33, time: 0.710, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2455, loss: 1.2455, grad_norm: 9.5361 2020-07-28 00:34:46,196 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-04, eta: 2:34:19, time: 0.644, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.9327 2020-07-28 00:34:59,931 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-04, eta: 2:34:05, time: 0.687, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.4052 2020-07-28 00:35:12,941 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-04, eta: 2:33:51, time: 0.651, data_time: 0.004, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2320, loss: 1.2320, grad_norm: 9.5117 2020-07-28 00:35:26,500 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-04, eta: 2:33:38, time: 0.678, data_time: 0.002, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8836, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.9642 2020-07-28 00:35:38,864 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-04, eta: 2:33:24, time: 0.615, data_time: 0.002, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8945, loss_cls: 1.0835, loss: 1.0835, grad_norm: 9.1417 2020-07-28 00:35:52,143 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-04, eta: 2:33:10, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1455, loss: 1.1455, grad_norm: 9.2547 2020-07-28 00:36:04,872 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-04, eta: 2:32:56, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2190, loss: 1.2190, grad_norm: 9.9377 2020-07-28 00:36:18,664 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-04, eta: 2:32:43, time: 0.693, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.0893 2020-07-28 00:36:31,071 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-04, eta: 2:32:29, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.7200 2020-07-28 00:36:45,543 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-04, eta: 2:32:15, time: 0.727, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.9360 2020-07-28 00:36:57,857 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-04, eta: 2:32:01, time: 0.613, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.5722 2020-07-28 00:37:10,503 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-04, eta: 2:31:48, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.9008, loss_cls: 1.1353, loss: 1.1353, grad_norm: 9.6897 2020-07-28 00:37:24,790 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-04, eta: 2:31:34, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1178, loss: 1.1178, grad_norm: 9.1797 2020-07-28 00:37:37,086 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-04, eta: 2:31:20, time: 0.615, data_time: 0.004, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2348, loss: 1.2348, grad_norm: 9.6668 2020-07-28 00:37:49,778 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-04, eta: 2:31:07, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1557, loss: 1.1557, grad_norm: 9.3769 2020-07-28 00:38:03,807 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-04, eta: 2:30:53, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.6933 2020-07-28 00:38:18,103 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-04, eta: 2:30:39, time: 0.713, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.3143 2020-07-28 00:38:30,379 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-04, eta: 2:30:25, time: 0.616, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.5145 2020-07-28 00:38:44,187 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-04, eta: 2:30:12, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.3952 2020-07-28 00:38:56,545 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-04, eta: 2:29:58, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.4848 2020-07-28 00:39:10,338 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-04, eta: 2:29:44, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2445, loss: 1.2445, grad_norm: 9.5630 2020-07-28 00:39:22,770 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-04, eta: 2:29:30, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.3589 2020-07-28 00:39:36,237 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-04, eta: 2:29:17, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.5537 2020-07-28 00:39:48,845 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-04, eta: 2:29:03, time: 0.634, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8758, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.2091 2020-07-28 00:40:02,567 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-04, eta: 2:28:49, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.7889 2020-07-28 00:40:16,427 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-04, eta: 2:28:36, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.2887 2020-07-28 00:40:28,839 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-04, eta: 2:28:22, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.7191 2020-07-28 00:40:42,693 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-04, eta: 2:28:08, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.3619 2020-07-28 00:40:55,460 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-04, eta: 2:27:54, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1529, loss: 1.1529, grad_norm: 9.1160 2020-07-28 00:41:08,171 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-04, eta: 2:27:41, time: 0.637, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2442, loss: 1.2442, grad_norm: 9.7049 2020-07-28 00:41:21,866 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-04, eta: 2:27:27, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1687, loss: 1.1687, grad_norm: 9.2134 2020-07-28 00:41:35,630 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-04, eta: 2:27:13, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8992, loss_cls: 1.1036, loss: 1.1036, grad_norm: 8.9942 2020-07-28 00:41:49,287 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-04, eta: 2:27:00, time: 0.680, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8930, loss_cls: 1.1254, loss: 1.1254, grad_norm: 9.1922 2020-07-28 00:42:01,907 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-04, eta: 2:26:46, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.2385 2020-07-28 00:42:14,413 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-04, eta: 2:26:32, time: 0.623, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.4199 2020-07-28 00:42:27,541 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-04, eta: 2:26:18, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.4394 2020-07-28 00:42:39,960 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-04, eta: 2:26:05, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8961, loss_cls: 1.1177, loss: 1.1177, grad_norm: 9.3747 2020-07-28 00:42:54,151 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-04, eta: 2:25:51, time: 0.709, data_time: 0.004, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2297, loss: 1.2297, grad_norm: 9.4899 2020-07-28 00:43:06,493 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-04, eta: 2:25:37, time: 0.614, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.4127 2020-07-28 00:43:19,859 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-04, eta: 2:25:23, time: 0.671, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.4974 2020-07-28 00:43:33,598 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-04, eta: 2:25:10, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.2033 2020-07-28 00:43:46,012 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-04, eta: 2:24:56, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.2855 2020-07-28 00:44:00,680 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-04, eta: 2:24:42, time: 0.733, data_time: 0.009, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8930, loss_cls: 1.0678, loss: 1.0678, grad_norm: 8.9447 2020-07-28 00:44:13,043 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-04, eta: 2:24:28, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2826, loss: 1.2826, grad_norm: 9.7707 2020-07-28 00:44:28,955 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-04, eta: 2:24:15, time: 0.793, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.4236 2020-07-28 00:44:41,646 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-04, eta: 2:24:01, time: 0.637, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.4560 2020-07-28 00:44:54,148 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-04, eta: 2:23:47, time: 0.620, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.6939 2020-07-28 00:45:06,554 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-04, eta: 2:23:34, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.5984 2020-07-28 00:45:20,104 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-04, eta: 2:23:20, time: 0.672, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.5131 2020-07-28 00:45:33,275 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-04, eta: 2:23:06, time: 0.664, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.2090 2020-07-28 00:45:47,002 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-04, eta: 2:22:52, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.5222 2020-07-28 00:46:00,158 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-04, eta: 2:22:39, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.3372 2020-07-28 00:46:13,179 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-04, eta: 2:22:25, time: 0.648, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.4547 2020-07-28 00:46:26,069 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-04, eta: 2:22:11, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.4973 2020-07-28 00:46:39,664 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-04, eta: 2:21:58, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8820, loss_cls: 1.1291, loss: 1.1291, grad_norm: 9.1558 2020-07-28 00:46:51,882 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-04, eta: 2:21:44, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.3539 2020-07-28 00:47:04,750 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-04, eta: 2:21:30, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2086, loss: 1.2086, grad_norm: 9.4643 2020-07-28 00:47:17,277 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-04, eta: 2:21:16, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.6834 2020-07-28 00:47:29,946 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-04, eta: 2:21:03, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.8486 2020-07-28 00:47:43,943 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-04, eta: 2:20:49, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.7398, top5_acc: 0.8984, loss_cls: 1.1063, loss: 1.1063, grad_norm: 9.2394 2020-07-28 00:47:56,415 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-04, eta: 2:20:35, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1755, loss: 1.1755, grad_norm: 9.4333 2020-07-28 00:48:08,960 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-04, eta: 2:20:21, time: 0.632, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.1338, loss: 1.1338, grad_norm: 9.2712 2020-07-28 00:48:22,706 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-04, eta: 2:20:08, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.2006 2020-07-28 00:48:35,053 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-04, eta: 2:19:54, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.5954 2020-07-28 00:48:47,602 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-04, eta: 2:19:40, time: 0.625, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.4226 2020-07-28 00:49:00,062 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-04, eta: 2:19:26, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.4085 2020-07-28 00:49:12,712 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-04, eta: 2:19:13, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.1670 2020-07-28 00:49:25,937 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-04, eta: 2:18:59, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.5745 2020-07-28 00:49:40,079 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-04, eta: 2:18:45, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2469, loss: 1.2469, grad_norm: 9.5856 2020-07-28 00:49:52,494 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-04, eta: 2:18:32, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.3354 2020-07-28 00:50:05,200 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-04, eta: 2:18:18, time: 0.636, data_time: 0.003, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.0712 2020-07-28 00:50:17,750 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-04, eta: 2:18:04, time: 0.627, data_time: 0.001, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1210, loss: 1.1210, grad_norm: 9.3026 2020-07-28 00:50:30,948 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-04, eta: 2:17:50, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.3544 2020-07-28 00:50:44,437 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-04, eta: 2:17:37, time: 0.677, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1460, loss: 1.1460, grad_norm: 9.4548 2020-07-28 00:50:57,122 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-04, eta: 2:17:23, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.7793 2020-07-28 00:51:10,405 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-04, eta: 2:17:09, time: 0.668, data_time: 0.007, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8852, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.2123 2020-07-28 00:51:22,785 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-04, eta: 2:16:55, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.9000, loss_cls: 1.1090, loss: 1.1090, grad_norm: 9.2048 2020-07-28 00:51:35,919 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-04, eta: 2:16:42, time: 0.659, data_time: 0.007, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1147, loss: 1.1147, grad_norm: 8.8800 2020-07-28 00:51:48,432 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-04, eta: 2:16:28, time: 0.622, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.1893, loss: 1.1893, grad_norm: 9.4052 2020-07-28 00:52:01,957 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-04, eta: 2:16:14, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8930, loss_cls: 1.1037, loss: 1.1037, grad_norm: 9.0745 2020-07-28 00:52:14,369 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-04, eta: 2:16:00, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8617, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.6278 2020-07-28 00:52:28,036 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-04, eta: 2:15:47, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.0739 2020-07-28 00:52:40,426 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-04, eta: 2:15:33, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8727, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.1972 2020-07-28 00:52:53,500 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-04, eta: 2:15:19, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8805, loss_cls: 1.1604, loss: 1.1604, grad_norm: 9.1210 2020-07-28 00:53:06,062 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-04, eta: 2:15:06, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.1834 2020-07-28 00:53:19,524 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-04, eta: 2:14:52, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.2732 2020-07-28 00:53:32,264 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-04, eta: 2:14:38, time: 0.634, data_time: 0.004, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2139, loss: 1.2139, grad_norm: 9.2600 2020-07-28 00:53:46,837 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-04, eta: 2:14:24, time: 0.732, data_time: 0.007, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8875, loss_cls: 1.0754, loss: 1.0754, grad_norm: 8.9286 2020-07-28 00:53:59,337 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-04, eta: 2:14:11, time: 0.623, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1910, loss: 1.1910, grad_norm: 9.2730 2020-07-28 00:54:13,096 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-04, eta: 2:13:57, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.5073 2020-07-28 00:54:25,714 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-04, eta: 2:13:43, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.4259 2020-07-28 00:54:38,715 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-04, eta: 2:13:29, time: 0.652, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.0835 2020-07-28 00:54:52,564 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-04, eta: 2:13:16, time: 0.691, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2377, loss: 1.2377, grad_norm: 9.4544 2020-07-28 00:55:04,732 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-04, eta: 2:13:02, time: 0.610, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.2707 2020-07-28 00:55:17,540 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-04, eta: 2:12:48, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2464, loss: 1.2464, grad_norm: 9.4521 2020-07-28 00:55:31,067 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-04, eta: 2:12:35, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2627, loss: 1.2627, grad_norm: 9.7161 2020-07-28 00:55:44,564 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-04, eta: 2:12:21, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.6182 2020-07-28 00:55:58,800 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-04, eta: 2:12:07, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2595, loss: 1.2595, grad_norm: 9.5729 2020-07-28 00:56:11,171 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-04, eta: 2:11:53, time: 0.618, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.3534 2020-07-28 00:56:23,560 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-04, eta: 2:11:40, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.9016, loss_cls: 1.1484, loss: 1.1484, grad_norm: 9.4643 2020-07-28 00:56:37,479 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-04, eta: 2:11:26, time: 0.696, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1387, loss: 1.1387, grad_norm: 9.1736 2020-07-28 00:56:49,878 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-04, eta: 2:11:12, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1544, loss: 1.1544, grad_norm: 8.9805 2020-07-28 00:57:04,080 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-04, eta: 2:10:59, time: 0.704, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.6836 2020-07-28 00:57:17,783 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-04, eta: 2:10:45, time: 0.691, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2203, loss: 1.2203, grad_norm: 9.3754 2020-07-28 00:57:31,004 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-04, eta: 2:10:31, time: 0.659, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.7773 2020-07-28 00:57:43,649 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-04, eta: 2:10:17, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.3255 2020-07-28 00:57:56,443 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-04, eta: 2:10:04, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.2628, loss: 1.2628, grad_norm: 9.9033 2020-07-28 00:58:09,451 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-04, eta: 2:09:50, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2133, loss: 1.2133, grad_norm: 9.4514 2020-07-28 00:58:22,222 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-04, eta: 2:09:36, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2577, loss: 1.2577, grad_norm: 9.7275 2020-07-28 00:58:36,747 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-04, eta: 2:09:22, time: 0.729, data_time: 0.007, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8758, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.3101 2020-07-28 00:58:49,043 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-04, eta: 2:09:09, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8969, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.4919 2020-07-28 00:59:01,530 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-04, eta: 2:08:55, time: 0.627, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.3614 2020-07-28 00:59:14,226 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-07-28 00:59:37,829 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-04, eta: 2:08:30, time: 1.112, data_time: 0.452, memory: 5170, top1_acc: 0.7445, top5_acc: 0.9000, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.3155 2020-07-28 00:59:50,418 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-04, eta: 2:08:16, time: 0.630, data_time: 0.002, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.6844 2020-07-28 01:00:03,354 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-04, eta: 2:08:02, time: 0.646, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.0912 2020-07-28 01:00:19,504 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-04, eta: 2:07:48, time: 0.798, data_time: 0.002, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2476, loss: 1.2476, grad_norm: 9.6165 2020-07-28 01:00:31,854 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-04, eta: 2:07:35, time: 0.625, data_time: 0.026, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.6192 2020-07-28 01:00:44,855 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-04, eta: 2:07:21, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.1130 2020-07-28 01:00:58,338 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-04, eta: 2:07:07, time: 0.672, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.5566 2020-07-28 01:01:11,127 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-04, eta: 2:06:54, time: 0.642, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.2500 2020-07-28 01:01:25,124 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-04, eta: 2:06:40, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.4813 2020-07-28 01:01:39,409 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-04, eta: 2:06:26, time: 0.717, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.2795 2020-07-28 01:01:52,092 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-04, eta: 2:06:12, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.1138, loss: 1.1138, grad_norm: 9.1143 2020-07-28 01:02:07,190 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-04, eta: 2:05:59, time: 0.755, data_time: 0.002, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.3510 2020-07-28 01:02:20,465 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-04, eta: 2:05:45, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8586, loss_cls: 1.2197, loss: 1.2197, grad_norm: 9.2165 2020-07-28 01:02:32,830 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-04, eta: 2:05:31, time: 0.621, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2060, loss: 1.2060, grad_norm: 9.2164 2020-07-28 01:02:45,977 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-04, eta: 2:05:18, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.3430 2020-07-28 01:02:58,935 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-04, eta: 2:05:04, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2573, loss: 1.2573, grad_norm: 9.6607 2020-07-28 01:03:11,510 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-04, eta: 2:04:50, time: 0.627, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.5668 2020-07-28 01:03:25,322 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-04, eta: 2:04:36, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.6058 2020-07-28 01:03:39,275 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-04, eta: 2:04:23, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1965, loss: 1.1965, grad_norm: 9.6165 2020-07-28 01:03:51,722 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-04, eta: 2:04:09, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.3581 2020-07-28 01:04:04,841 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-04, eta: 2:03:55, time: 0.649, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1637, loss: 1.1637, grad_norm: 9.3420 2020-07-28 01:04:17,713 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-04, eta: 2:03:41, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1925, loss: 1.1925, grad_norm: 9.7108 2020-07-28 01:04:31,319 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-04, eta: 2:03:28, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2472, loss: 1.2472, grad_norm: 9.7020 2020-07-28 01:04:44,372 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-04, eta: 2:03:14, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8836, loss_cls: 1.1104, loss: 1.1104, grad_norm: 8.9598 2020-07-28 01:04:59,214 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-04, eta: 2:03:00, time: 0.740, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.4021 2020-07-28 01:05:11,623 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-04, eta: 2:02:47, time: 0.622, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2531, loss: 1.2531, grad_norm: 9.5760 2020-07-28 01:05:25,317 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-04, eta: 2:02:33, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.3679 2020-07-28 01:05:39,166 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-04, eta: 2:02:19, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.5379 2020-07-28 01:05:52,123 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-04, eta: 2:02:06, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.1002 2020-07-28 01:06:05,593 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-04, eta: 2:01:52, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.3025 2020-07-28 01:06:18,052 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-04, eta: 2:01:38, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2057, loss: 1.2057, grad_norm: 9.3398 2020-07-28 01:06:31,088 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-04, eta: 2:01:24, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.1735 2020-07-28 01:06:44,950 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-04, eta: 2:01:11, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.1957 2020-07-28 01:06:59,222 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-04, eta: 2:00:57, time: 0.721, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.3122 2020-07-28 01:07:11,616 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-04, eta: 2:00:43, time: 0.617, data_time: 0.004, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.5863 2020-07-28 01:07:25,091 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-04, eta: 2:00:29, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2042, loss: 1.2042, grad_norm: 9.5331 2020-07-28 01:07:37,912 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-04, eta: 2:00:16, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.5157 2020-07-28 01:07:52,689 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-04, eta: 2:00:02, time: 0.740, data_time: 0.003, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1659, loss: 1.1659, grad_norm: 9.3947 2020-07-28 01:08:05,595 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-04, eta: 1:59:48, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2527, loss: 1.2527, grad_norm: 9.4412 2020-07-28 01:08:19,173 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-04, eta: 1:59:35, time: 0.683, data_time: 0.009, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8969, loss_cls: 1.1100, loss: 1.1100, grad_norm: 9.0721 2020-07-28 01:08:32,489 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-04, eta: 1:59:21, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.5390 2020-07-28 01:08:45,781 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-04, eta: 1:59:07, time: 0.668, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.6954 2020-07-28 01:08:59,570 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-04, eta: 1:58:54, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8945, loss_cls: 1.0963, loss: 1.0963, grad_norm: 9.3149 2020-07-28 01:09:12,712 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-04, eta: 1:58:40, time: 0.660, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.3765 2020-07-28 01:09:26,713 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-04, eta: 1:58:26, time: 0.700, data_time: 0.001, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.4790 2020-07-28 01:09:39,744 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-04, eta: 1:58:12, time: 0.649, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.0839 2020-07-28 01:09:52,396 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-04, eta: 1:57:59, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1452, loss: 1.1452, grad_norm: 9.3528 2020-07-28 01:10:06,021 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-04, eta: 1:57:45, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2263, loss: 1.2263, grad_norm: 9.6170 2020-07-28 01:10:18,401 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-04, eta: 1:57:31, time: 0.626, data_time: 0.009, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8883, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.3600 2020-07-28 01:10:33,152 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-04, eta: 1:57:18, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.2102 2020-07-28 01:10:45,638 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-04, eta: 1:57:04, time: 0.629, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.6565 2020-07-28 01:10:59,128 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-04, eta: 1:56:50, time: 0.673, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0863, loss: 1.0863, grad_norm: 9.0042 2020-07-28 01:11:12,652 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-04, eta: 1:56:36, time: 0.678, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.3554 2020-07-28 01:11:26,241 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-04, eta: 1:56:23, time: 0.677, data_time: 0.006, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8867, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.3984 2020-07-28 01:11:39,239 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-04, eta: 1:56:09, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8977, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.3550 2020-07-28 01:11:54,392 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-04, eta: 1:55:55, time: 0.757, data_time: 0.005, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1994, loss: 1.1994, grad_norm: 9.2004 2020-07-28 01:12:07,537 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-04, eta: 1:55:42, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8688, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.2718 2020-07-28 01:12:20,165 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-04, eta: 1:55:28, time: 0.629, data_time: 0.004, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1419, loss: 1.1419, grad_norm: 9.4445 2020-07-28 01:12:32,809 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-04, eta: 1:55:14, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.6565 2020-07-28 01:12:47,100 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-04, eta: 1:55:00, time: 0.712, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2634, loss: 1.2634, grad_norm: 9.5691 2020-07-28 01:13:00,713 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-04, eta: 1:54:47, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2670, loss: 1.2670, grad_norm: 9.5070 2020-07-28 01:13:13,667 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-04, eta: 1:54:33, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2541, loss: 1.2541, grad_norm: 9.4462 2020-07-28 01:13:27,002 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-04, eta: 1:54:19, time: 0.669, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3052, loss: 1.3052, grad_norm: 9.4969 2020-07-28 01:13:41,467 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-04, eta: 1:54:06, time: 0.721, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.5006 2020-07-28 01:13:55,020 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-04, eta: 1:53:52, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.2281 2020-07-28 01:14:08,646 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-04, eta: 1:53:38, time: 0.680, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.2791 2020-07-28 01:14:21,444 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-04, eta: 1:53:24, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.3551 2020-07-28 01:14:35,848 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-04, eta: 1:53:11, time: 0.717, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.0896 2020-07-28 01:14:48,301 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-04, eta: 1:52:57, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1040, loss: 1.1040, grad_norm: 9.1523 2020-07-28 01:15:01,387 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-04, eta: 1:52:43, time: 0.654, data_time: 0.005, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2693, loss: 1.2693, grad_norm: 9.8589 2020-07-28 01:15:14,378 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-04, eta: 1:52:30, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.4249 2020-07-28 01:15:27,553 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-04, eta: 1:52:16, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.5234 2020-07-28 01:15:41,173 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-04, eta: 1:52:02, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.0493 2020-07-28 01:15:54,551 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-04, eta: 1:51:48, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.2857 2020-07-28 01:16:08,022 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-04, eta: 1:51:35, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.1350, loss: 1.1350, grad_norm: 9.2272 2020-07-28 01:16:21,148 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-04, eta: 1:51:21, time: 0.654, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2213, loss: 1.2213, grad_norm: 9.4653 2020-07-28 01:16:34,743 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-04, eta: 1:51:07, time: 0.683, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8883, loss_cls: 1.1421, loss: 1.1421, grad_norm: 9.1860 2020-07-28 01:16:47,837 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-04, eta: 1:50:54, time: 0.651, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1569, loss: 1.1569, grad_norm: 8.9075 2020-07-28 01:17:02,900 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-04, eta: 1:50:40, time: 0.756, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8930, loss_cls: 1.1737, loss: 1.1737, grad_norm: 9.5265 2020-07-28 01:17:15,442 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-04, eta: 1:50:26, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8969, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.4259 2020-07-28 01:17:28,873 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-04, eta: 1:50:12, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2681, loss: 1.2681, grad_norm: 9.5236 2020-07-28 01:17:43,336 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-04, eta: 1:49:59, time: 0.719, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.3258 2020-07-28 01:17:56,916 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-04, eta: 1:49:45, time: 0.683, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2549, loss: 1.2549, grad_norm: 9.7516 2020-07-28 01:18:10,484 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-04, eta: 1:49:31, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1364, loss: 1.1364, grad_norm: 9.2516 2020-07-28 01:18:24,309 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-04, eta: 1:49:18, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1852, loss: 1.1852, grad_norm: 9.5479 2020-07-28 01:18:37,811 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-04, eta: 1:49:04, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.5473 2020-07-28 01:18:51,293 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-04, eta: 1:48:50, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.2807 2020-07-28 01:19:05,424 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-04, eta: 1:48:37, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.7422, top5_acc: 0.8852, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.0207 2020-07-28 01:19:18,356 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-04, eta: 1:48:23, time: 0.650, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1796, loss: 1.1796, grad_norm: 9.7199 2020-07-28 01:19:31,743 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-04, eta: 1:48:09, time: 0.665, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.4328 2020-07-28 01:19:46,139 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-04, eta: 1:47:55, time: 0.724, data_time: 0.006, memory: 5170, top1_acc: 0.7422, top5_acc: 0.8945, loss_cls: 1.0930, loss: 1.0930, grad_norm: 9.1205 2020-07-28 01:19:59,088 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-04, eta: 1:47:42, time: 0.644, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8773, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.4314 2020-07-28 01:20:12,969 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-04, eta: 1:47:28, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.6184 2020-07-28 01:20:26,280 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-04, eta: 1:47:14, time: 0.665, data_time: 0.002, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9016, loss_cls: 1.1043, loss: 1.1043, grad_norm: 9.1015 2020-07-28 01:20:40,255 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-04, eta: 1:47:01, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.0860, loss: 1.0860, grad_norm: 9.1422 2020-07-28 01:20:54,263 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-04, eta: 1:46:47, time: 0.703, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.6599 2020-07-28 01:21:06,859 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-04, eta: 1:46:33, time: 0.627, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2219, loss: 1.2219, grad_norm: 9.5599 2020-07-28 01:21:19,734 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-04, eta: 1:46:19, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1986, loss: 1.1986, grad_norm: 9.2910 2020-07-28 01:21:33,661 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-04, eta: 1:46:06, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1153, loss: 1.1153, grad_norm: 9.4822 2020-07-28 01:21:46,421 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-04, eta: 1:45:52, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8969, loss_cls: 1.0891, loss: 1.0891, grad_norm: 9.1473 2020-07-28 01:22:00,450 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-04, eta: 1:45:38, time: 0.699, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8883, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.3153 2020-07-28 01:22:13,610 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-04, eta: 1:45:25, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.1616 2020-07-28 01:22:26,511 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-04, eta: 1:45:11, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1670, loss: 1.1670, grad_norm: 9.2010 2020-07-28 01:22:40,435 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-04, eta: 1:44:57, time: 0.699, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2641, loss: 1.2641, grad_norm: 9.6877 2020-07-28 01:22:53,893 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-04, eta: 1:44:43, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.0982, loss: 1.0982, grad_norm: 9.5368 2020-07-28 01:23:08,109 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-04, eta: 1:44:30, time: 0.713, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2177, loss: 1.2177, grad_norm: 9.6663 2020-07-28 01:23:20,821 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-04, eta: 1:44:16, time: 0.633, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.3168 2020-07-28 01:23:33,991 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-04, eta: 1:44:02, time: 0.661, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8914, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.1761 2020-07-28 01:23:49,241 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-04, eta: 1:43:49, time: 0.760, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.6071 2020-07-28 01:24:01,965 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-04, eta: 1:43:35, time: 0.639, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.4493 2020-07-28 01:24:15,895 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-04, eta: 1:43:21, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.6865 2020-07-28 01:24:28,290 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-04, eta: 1:43:07, time: 0.623, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.4743 2020-07-28 01:24:42,088 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-04, eta: 1:42:54, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.5221 2020-07-28 01:24:55,080 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-04, eta: 1:42:40, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.6278 2020-07-28 01:25:08,884 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-04, eta: 1:42:26, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1546, loss: 1.1546, grad_norm: 9.2387 2020-07-28 01:25:22,437 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-04, eta: 1:42:13, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.4705 2020-07-28 01:25:35,587 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-04, eta: 1:41:59, time: 0.657, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.5837 2020-07-28 01:25:48,649 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-04, eta: 1:41:45, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.5293 2020-07-28 01:26:02,714 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-04, eta: 1:41:32, time: 0.706, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.1113 2020-07-28 01:26:15,526 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-04, eta: 1:41:18, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8984, loss_cls: 1.1052, loss: 1.1052, grad_norm: 9.2992 2020-07-28 01:26:28,494 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-04, eta: 1:41:04, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.4886 2020-07-28 01:26:42,336 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-04, eta: 1:40:50, time: 0.689, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.9406 2020-07-28 01:26:56,209 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-04, eta: 1:40:37, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.5706 2020-07-28 01:27:09,721 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-04, eta: 1:40:23, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2387, loss: 1.2387, grad_norm: 9.5329 2020-07-28 01:27:22,100 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-04, eta: 1:40:09, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.3504 2020-07-28 01:27:35,006 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-04, eta: 1:39:55, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.7450 2020-07-28 01:27:49,332 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-04, eta: 1:39:42, time: 0.720, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.3279 2020-07-28 01:28:02,772 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-04, eta: 1:39:28, time: 0.669, data_time: 0.004, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.2866 2020-07-28 01:28:15,244 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-04, eta: 1:39:14, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.3434 2020-07-28 01:28:28,654 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-04, eta: 1:39:01, time: 0.665, data_time: 0.005, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8945, loss_cls: 1.1014, loss: 1.1014, grad_norm: 8.9399 2020-07-28 01:28:42,049 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-04, eta: 1:38:47, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.1216 2020-07-28 01:28:55,640 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-04, eta: 1:38:33, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.2645 2020-07-28 01:29:09,019 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-04, eta: 1:38:20, time: 0.672, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2943, loss: 1.2943, grad_norm: 9.9305 2020-07-28 01:29:22,036 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-04, eta: 1:38:06, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1478, loss: 1.1478, grad_norm: 9.2957 2020-07-28 01:29:34,355 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-04, eta: 1:37:52, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2243, loss: 1.2243, grad_norm: 9.4270 2020-07-28 01:29:47,515 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-04, eta: 1:37:38, time: 0.655, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1395, loss: 1.1395, grad_norm: 9.3754 2020-07-28 01:30:00,729 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-04, eta: 1:37:25, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2010, loss: 1.2010, grad_norm: 9.5795 2020-07-28 01:30:14,289 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-04, eta: 1:37:11, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.2767 2020-07-28 01:30:26,629 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-04, eta: 1:36:57, time: 0.618, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1363, loss: 1.1363, grad_norm: 9.1855 2020-07-28 01:30:40,157 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-04, eta: 1:36:43, time: 0.677, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.2574 2020-07-28 01:30:53,623 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-04, eta: 1:36:30, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.6088 2020-07-28 01:31:06,923 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-04, eta: 1:36:16, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.2392, loss: 1.2392, grad_norm: 9.7555 2020-07-28 01:31:19,602 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-04, eta: 1:36:02, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.3567 2020-07-28 01:31:33,725 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-04, eta: 1:35:49, time: 0.705, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.6607 2020-07-28 01:31:46,181 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-04, eta: 1:35:35, time: 0.624, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2100, loss: 1.2100, grad_norm: 9.6944 2020-07-28 01:31:59,924 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-04, eta: 1:35:21, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.6473 2020-07-28 01:32:12,377 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-04, eta: 1:35:07, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.6420 2020-07-28 01:32:25,982 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-04, eta: 1:34:54, time: 0.678, data_time: 0.005, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2787, loss: 1.2787, grad_norm: 9.3875 2020-07-28 01:32:39,870 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-04, eta: 1:34:40, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1651, loss: 1.1651, grad_norm: 9.8262 2020-07-28 01:32:52,228 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-04, eta: 1:34:26, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.1918 2020-07-28 01:33:05,649 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-04, eta: 1:34:13, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.4059 2020-07-28 01:33:18,090 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-04, eta: 1:33:59, time: 0.619, data_time: 0.005, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1027, loss: 1.1027, grad_norm: 9.2466 2020-07-28 01:33:31,598 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-04, eta: 1:33:45, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.2536 2020-07-28 01:33:45,247 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-04, eta: 1:33:31, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.2196, loss: 1.2196, grad_norm: 9.3550 2020-07-28 01:33:57,555 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-04, eta: 1:33:18, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.4134 2020-07-28 01:34:10,323 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-04, eta: 1:33:04, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.4941 2020-07-28 01:34:23,153 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-04, eta: 1:32:50, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.3731 2020-07-28 01:34:35,740 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-04, eta: 1:32:37, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.0949 2020-07-28 01:34:48,352 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-04, eta: 1:32:23, time: 0.633, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.4240 2020-07-28 01:35:00,834 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-04, eta: 1:32:09, time: 0.621, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.4338 2020-07-28 01:35:13,885 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-04, eta: 1:31:55, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.4905 2020-07-28 01:35:26,558 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-04, eta: 1:31:42, time: 0.631, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1104, loss: 1.1104, grad_norm: 9.3226 2020-07-28 01:35:39,570 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-04, eta: 1:31:28, time: 0.651, data_time: 0.004, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.7120 2020-07-28 01:35:52,103 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-04, eta: 1:31:14, time: 0.626, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.6533 2020-07-28 01:36:05,896 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-04, eta: 1:31:01, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.5653 2020-07-28 01:36:18,759 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-04, eta: 1:30:47, time: 0.641, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.2706 2020-07-28 01:36:32,112 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-04, eta: 1:30:33, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2497, loss: 1.2497, grad_norm: 9.5441 2020-07-28 01:36:45,698 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-04, eta: 1:30:19, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.3808 2020-07-28 01:36:57,909 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-04, eta: 1:30:06, time: 0.613, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.4403 2020-07-28 01:37:10,662 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-04, eta: 1:29:52, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.7563 2020-07-28 01:37:23,110 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-04, eta: 1:29:38, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.0859 2020-07-28 01:37:36,901 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-04, eta: 1:29:25, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.2106, loss: 1.2106, grad_norm: 9.5699 2020-07-28 01:37:49,954 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-04, eta: 1:29:11, time: 0.656, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.6093 2020-07-28 01:38:02,638 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-04, eta: 1:28:57, time: 0.634, data_time: 0.001, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.5968 2020-07-28 01:38:15,809 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-04, eta: 1:28:43, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1370, loss: 1.1370, grad_norm: 9.2712 2020-07-28 01:38:28,251 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-04, eta: 1:28:30, time: 0.625, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.1369, loss: 1.1369, grad_norm: 9.1530 2020-07-28 01:38:41,214 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-04, eta: 1:28:16, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0628, loss: 1.0628, grad_norm: 8.9390 2020-07-28 01:38:54,159 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-04, eta: 1:28:02, time: 0.651, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.4464 2020-07-28 01:39:06,647 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-04, eta: 1:27:48, time: 0.622, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1458, loss: 1.1458, grad_norm: 9.1611 2020-07-28 01:39:19,247 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-04, eta: 1:27:35, time: 0.632, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.3307 2020-07-28 01:39:32,263 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-04, eta: 1:27:21, time: 0.647, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.6652 2020-07-28 01:39:46,093 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-04, eta: 1:27:07, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2644, loss: 1.2644, grad_norm: 9.6129 2020-07-28 01:39:58,852 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-04, eta: 1:26:54, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.0880, loss: 1.0880, grad_norm: 9.1266 2020-07-28 01:40:11,867 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-04, eta: 1:26:40, time: 0.653, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8992, loss_cls: 1.1061, loss: 1.1061, grad_norm: 9.2646 2020-07-28 01:40:25,638 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-04, eta: 1:26:26, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.4464 2020-07-28 01:40:37,993 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-04, eta: 1:26:12, time: 0.620, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2711, loss: 1.2711, grad_norm: 9.3440 2020-07-28 01:40:50,621 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-04, eta: 1:25:59, time: 0.630, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.3874 2020-07-28 01:41:03,676 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-07-28 01:41:28,992 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-04, eta: 1:25:33, time: 1.194, data_time: 0.580, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.3494 2020-07-28 01:41:41,658 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-04, eta: 1:25:20, time: 0.634, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.5290 2020-07-28 01:41:54,453 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-04, eta: 1:25:06, time: 0.636, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.4656 2020-07-28 01:42:07,603 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-04, eta: 1:24:52, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.4301 2020-07-28 01:42:19,906 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-04, eta: 1:24:38, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.0950, loss: 1.0950, grad_norm: 9.1346 2020-07-28 01:42:32,913 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-04, eta: 1:24:25, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8727, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.2543 2020-07-28 01:42:45,478 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-04, eta: 1:24:11, time: 0.626, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.3954 2020-07-28 01:42:59,066 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-04, eta: 1:23:57, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.5255 2020-07-28 01:43:11,442 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-04, eta: 1:23:44, time: 0.616, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2432, loss: 1.2432, grad_norm: 9.5079 2020-07-28 01:43:24,413 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-04, eta: 1:23:30, time: 0.651, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.3207 2020-07-28 01:43:37,127 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-04, eta: 1:23:16, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1199, loss: 1.1199, grad_norm: 9.1468 2020-07-28 01:43:49,414 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-04, eta: 1:23:02, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.3776 2020-07-28 01:44:02,176 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-04, eta: 1:22:49, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.3138 2020-07-28 01:44:15,365 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-04, eta: 1:22:35, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1538, loss: 1.1538, grad_norm: 9.1891 2020-07-28 01:44:28,529 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-04, eta: 1:22:21, time: 0.657, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.4093 2020-07-28 01:44:40,829 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-04, eta: 1:22:08, time: 0.616, data_time: 0.005, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.2345 2020-07-28 01:44:53,579 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-04, eta: 1:21:54, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7414, top5_acc: 0.8836, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.0959 2020-07-28 01:45:07,228 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-04, eta: 1:21:40, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.6603 2020-07-28 01:45:19,845 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-04, eta: 1:21:26, time: 0.628, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.4166 2020-07-28 01:45:33,275 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-04, eta: 1:21:13, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.5521 2020-07-28 01:45:45,576 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-04, eta: 1:20:59, time: 0.613, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2291, loss: 1.2291, grad_norm: 9.6431 2020-07-28 01:45:59,618 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-04, eta: 1:20:45, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.0922 2020-07-28 01:46:12,631 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-04, eta: 1:20:32, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1455, loss: 1.1455, grad_norm: 9.3962 2020-07-28 01:46:25,502 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-04, eta: 1:20:18, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.8398 2020-07-28 01:46:38,489 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-04, eta: 1:20:04, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.5424 2020-07-28 01:46:51,298 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-04, eta: 1:19:50, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1796, loss: 1.1796, grad_norm: 9.6963 2020-07-28 01:47:04,066 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-04, eta: 1:19:37, time: 0.635, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.2700 2020-07-28 01:47:16,447 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-04, eta: 1:19:23, time: 0.622, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.1776 2020-07-28 01:47:30,007 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-04, eta: 1:19:09, time: 0.676, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.3334 2020-07-28 01:47:43,923 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-04, eta: 1:18:56, time: 0.697, data_time: 0.008, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8969, loss_cls: 1.0594, loss: 1.0594, grad_norm: 9.0354 2020-07-28 01:47:56,331 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-04, eta: 1:18:42, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.6407 2020-07-28 01:48:09,689 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-04, eta: 1:18:28, time: 0.671, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.4614 2020-07-28 01:48:23,001 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-04, eta: 1:18:14, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2281, loss: 1.2281, grad_norm: 9.2857 2020-07-28 01:48:35,672 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-04, eta: 1:18:01, time: 0.634, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.1548 2020-07-28 01:48:49,311 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-04, eta: 1:17:47, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.5430 2020-07-28 01:49:01,547 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-04, eta: 1:17:33, time: 0.614, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2601, loss: 1.2601, grad_norm: 9.7489 2020-07-28 01:49:15,471 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-04, eta: 1:17:20, time: 0.692, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.5722 2020-07-28 01:49:27,711 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-04, eta: 1:17:06, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.6266 2020-07-28 01:49:41,624 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-04, eta: 1:16:52, time: 0.694, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.2280 2020-07-28 01:49:55,157 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-04, eta: 1:16:39, time: 0.679, data_time: 0.004, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.4822 2020-07-28 01:50:07,936 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-04, eta: 1:16:25, time: 0.634, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.2172, loss: 1.2172, grad_norm: 9.5149 2020-07-28 01:50:20,340 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-04, eta: 1:16:11, time: 0.625, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1653, loss: 1.1653, grad_norm: 9.6551 2020-07-28 01:50:34,012 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-04, eta: 1:15:57, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.1119, loss: 1.1119, grad_norm: 9.2863 2020-07-28 01:50:46,310 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-04, eta: 1:15:44, time: 0.617, data_time: 0.006, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8805, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.4362 2020-07-28 01:50:59,364 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-04, eta: 1:15:30, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.2835 2020-07-28 01:51:12,179 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-04, eta: 1:15:16, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.1775 2020-07-28 01:51:24,675 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-04, eta: 1:15:02, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.1791 2020-07-28 01:51:38,645 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-04, eta: 1:14:49, time: 0.705, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.7287 2020-07-28 01:51:51,515 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-04, eta: 1:14:35, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.1091, loss: 1.1091, grad_norm: 9.1689 2020-07-28 01:52:03,808 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-04, eta: 1:14:21, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.9039, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.3189 2020-07-28 01:52:16,162 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-04, eta: 1:14:08, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1538, loss: 1.1538, grad_norm: 9.6455 2020-07-28 01:52:29,086 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-04, eta: 1:13:54, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.5630 2020-07-28 01:52:41,922 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-04, eta: 1:13:40, time: 0.639, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8703, loss_cls: 1.2197, loss: 1.2197, grad_norm: 9.4065 2020-07-28 01:52:55,544 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-04, eta: 1:13:27, time: 0.684, data_time: 0.010, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8812, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.2702 2020-07-28 01:53:07,977 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-04, eta: 1:13:13, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1526, loss: 1.1526, grad_norm: 9.2784 2020-07-28 01:53:20,631 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-04, eta: 1:12:59, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2282, loss: 1.2282, grad_norm: 9.5728 2020-07-28 01:53:33,627 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-04, eta: 1:12:45, time: 0.647, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8867, loss_cls: 1.1471, loss: 1.1471, grad_norm: 9.3690 2020-07-28 01:53:46,835 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-04, eta: 1:12:32, time: 0.663, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.2437 2020-07-28 01:53:59,206 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-04, eta: 1:12:18, time: 0.616, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1491, loss: 1.1491, grad_norm: 9.1616 2020-07-28 01:54:12,391 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-04, eta: 1:12:04, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8828, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.3334 2020-07-28 01:54:26,273 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-04, eta: 1:11:51, time: 0.686, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.5711 2020-07-28 01:54:38,498 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-04, eta: 1:11:37, time: 0.619, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.2016, loss: 1.2016, grad_norm: 9.3175 2020-07-28 01:54:52,936 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-04, eta: 1:11:23, time: 0.721, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8906, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.3165 2020-07-28 01:55:06,025 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-04, eta: 1:11:09, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2240, loss: 1.2240, grad_norm: 9.7081 2020-07-28 01:55:18,512 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-04, eta: 1:10:56, time: 0.622, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8836, loss_cls: 1.1835, loss: 1.1835, grad_norm: 9.5223 2020-07-28 01:55:30,977 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-04, eta: 1:10:42, time: 0.626, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8953, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.4962 2020-07-28 01:55:44,224 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-04, eta: 1:10:28, time: 0.661, data_time: 0.005, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.5490 2020-07-28 01:55:57,301 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-04, eta: 1:10:15, time: 0.655, data_time: 0.003, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1871, loss: 1.1871, grad_norm: 9.6371 2020-07-28 01:56:09,588 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-04, eta: 1:10:01, time: 0.612, data_time: 0.004, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8836, loss_cls: 1.1122, loss: 1.1122, grad_norm: 9.1695 2020-07-28 01:56:22,935 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-04, eta: 1:09:47, time: 0.669, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8828, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.2836 2020-07-28 01:56:35,339 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-04, eta: 1:09:33, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.5705 2020-07-28 01:56:47,693 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-04, eta: 1:09:20, time: 0.618, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1588, loss: 1.1588, grad_norm: 9.4052 2020-07-28 01:57:01,150 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-04, eta: 1:09:06, time: 0.670, data_time: 0.006, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.3327 2020-07-28 01:57:13,460 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-04, eta: 1:08:52, time: 0.618, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9000, loss_cls: 1.0821, loss: 1.0821, grad_norm: 8.7420 2020-07-28 01:57:26,577 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-04, eta: 1:08:39, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.6507 2020-07-28 01:57:40,212 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-04, eta: 1:08:25, time: 0.687, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.1979 2020-07-28 01:57:52,643 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-04, eta: 1:08:11, time: 0.619, data_time: 0.004, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.2857 2020-07-28 01:58:05,125 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-04, eta: 1:07:57, time: 0.627, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.4941 2020-07-28 01:58:18,761 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-04, eta: 1:07:44, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.6690 2020-07-28 01:58:32,504 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-04, eta: 1:07:30, time: 0.690, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.5166 2020-07-28 01:58:44,886 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-04, eta: 1:07:16, time: 0.616, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8984, loss_cls: 1.0984, loss: 1.0984, grad_norm: 9.1779 2020-07-28 01:58:57,308 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-04, eta: 1:07:03, time: 0.624, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1940, loss: 1.1940, grad_norm: 9.6471 2020-07-28 01:59:09,707 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-04, eta: 1:06:49, time: 0.617, data_time: 0.005, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.1031, loss: 1.1031, grad_norm: 9.2304 2020-07-28 01:59:23,424 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-04, eta: 1:06:35, time: 0.688, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2253, loss: 1.2253, grad_norm: 9.9110 2020-07-28 01:59:36,658 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-04, eta: 1:06:21, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0637, loss: 1.0637, grad_norm: 8.9123 2020-07-28 01:59:49,328 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-04, eta: 1:06:08, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.5780 2020-07-28 02:00:03,680 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-04, eta: 1:05:54, time: 0.718, data_time: 0.006, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.0818, loss: 1.0818, grad_norm: 9.2104 2020-07-28 02:00:20,755 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-04, eta: 1:05:40, time: 0.844, data_time: 0.002, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.4983 2020-07-28 02:00:34,215 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-04, eta: 1:05:27, time: 0.680, data_time: 0.024, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.3008 2020-07-28 02:00:46,868 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-04, eta: 1:05:13, time: 0.636, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2102, loss: 1.2102, grad_norm: 9.4680 2020-07-28 02:00:59,297 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-04, eta: 1:04:59, time: 0.617, data_time: 0.007, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.1134, loss: 1.1134, grad_norm: 9.2120 2020-07-28 02:01:12,028 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-04, eta: 1:04:46, time: 0.641, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.5172 2020-07-28 02:01:25,907 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-04, eta: 1:04:32, time: 0.694, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.9238 2020-07-28 02:01:38,729 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-04, eta: 1:04:18, time: 0.637, data_time: 0.004, memory: 5170, top1_acc: 0.7430, top5_acc: 0.8906, loss_cls: 1.1055, loss: 1.1055, grad_norm: 9.3808 2020-07-28 02:01:52,527 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-04, eta: 1:04:04, time: 0.694, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.6038 2020-07-28 02:02:05,566 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-04, eta: 1:03:51, time: 0.648, data_time: 0.007, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8867, loss_cls: 1.0978, loss: 1.0978, grad_norm: 9.1019 2020-07-28 02:02:18,011 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-04, eta: 1:03:37, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2566, loss: 1.2566, grad_norm: 9.4787 2020-07-28 02:02:30,749 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-04, eta: 1:03:23, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2614, loss: 1.2614, grad_norm: 9.4086 2020-07-28 02:02:44,339 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-04, eta: 1:03:10, time: 0.681, data_time: 0.007, memory: 5170, top1_acc: 0.7406, top5_acc: 0.8789, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.2096 2020-07-28 02:02:57,640 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-04, eta: 1:02:56, time: 0.663, data_time: 0.006, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8969, loss_cls: 1.0841, loss: 1.0841, grad_norm: 9.3683 2020-07-28 02:03:10,673 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-04, eta: 1:02:42, time: 0.654, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8688, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.3863 2020-07-28 02:03:24,105 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-04, eta: 1:02:29, time: 0.669, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2360, loss: 1.2360, grad_norm: 9.3038 2020-07-28 02:03:37,526 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-04, eta: 1:02:15, time: 0.674, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1495, loss: 1.1495, grad_norm: 9.4672 2020-07-28 02:03:51,111 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-04, eta: 1:02:01, time: 0.674, data_time: 0.006, memory: 5170, top1_acc: 0.7445, top5_acc: 0.8969, loss_cls: 1.1171, loss: 1.1171, grad_norm: 9.2977 2020-07-28 02:04:03,344 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-04, eta: 1:01:47, time: 0.617, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2745, loss: 1.2745, grad_norm: 9.6802 2020-07-28 02:04:16,884 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-04, eta: 1:01:34, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.5922 2020-07-28 02:04:31,798 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-04, eta: 1:01:20, time: 0.749, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1403, loss: 1.1403, grad_norm: 9.3170 2020-07-28 02:04:44,091 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-04, eta: 1:01:06, time: 0.611, data_time: 0.006, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.4183 2020-07-28 02:04:57,567 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-04, eta: 1:00:53, time: 0.677, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.3403 2020-07-28 02:05:09,974 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-04, eta: 1:00:39, time: 0.617, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.4543 2020-07-28 02:05:22,818 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-04, eta: 1:00:25, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.2362 2020-07-28 02:05:36,725 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-04, eta: 1:00:11, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.7068 2020-07-28 02:05:50,341 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-04, eta: 0:59:58, time: 0.677, data_time: 0.005, memory: 5170, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0948, loss: 1.0948, grad_norm: 9.1848 2020-07-28 02:06:03,863 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-04, eta: 0:59:44, time: 0.680, data_time: 0.009, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.4006 2020-07-28 02:06:16,930 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-04, eta: 0:59:30, time: 0.651, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1378, loss: 1.1378, grad_norm: 9.2805 2020-07-28 02:06:29,809 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-04, eta: 0:59:17, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.6106 2020-07-28 02:06:43,642 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-04, eta: 0:59:03, time: 0.689, data_time: 0.001, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.5659 2020-07-28 02:06:57,093 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-04, eta: 0:58:49, time: 0.675, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.6207 2020-07-28 02:07:10,166 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-04, eta: 0:58:36, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.6160 2020-07-28 02:07:22,826 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-04, eta: 0:58:22, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.3339 2020-07-28 02:07:35,345 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-04, eta: 0:58:08, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8906, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.3512 2020-07-28 02:07:48,212 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-04, eta: 0:57:54, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8828, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.3142 2020-07-28 02:08:02,345 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-04, eta: 0:57:41, time: 0.702, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.5718 2020-07-28 02:08:14,828 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-04, eta: 0:57:27, time: 0.628, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.3916 2020-07-28 02:08:29,013 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-04, eta: 0:57:13, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.5759 2020-07-28 02:08:42,195 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-04, eta: 0:57:00, time: 0.659, data_time: 0.004, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.4656 2020-07-28 02:08:54,842 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-04, eta: 0:56:46, time: 0.630, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2456, loss: 1.2456, grad_norm: 9.7718 2020-07-28 02:09:08,065 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-04, eta: 0:56:32, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.5153 2020-07-28 02:09:21,340 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-04, eta: 0:56:19, time: 0.662, data_time: 0.005, memory: 5170, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0584, loss: 1.0584, grad_norm: 8.9718 2020-07-28 02:09:35,868 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-04, eta: 0:56:05, time: 0.728, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2363, loss: 1.2363, grad_norm: 9.7790 2020-07-28 02:09:49,988 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-04, eta: 0:55:51, time: 0.703, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1869, loss: 1.1869, grad_norm: 9.6264 2020-07-28 02:10:02,479 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-04, eta: 0:55:37, time: 0.626, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.5300 2020-07-28 02:10:14,986 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-04, eta: 0:55:24, time: 0.626, data_time: 0.003, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.5384 2020-07-28 02:10:28,076 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-04, eta: 0:55:10, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1387, loss: 1.1387, grad_norm: 9.2932 2020-07-28 02:10:41,110 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-04, eta: 0:54:56, time: 0.651, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.6921 2020-07-28 02:10:53,840 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-04, eta: 0:54:43, time: 0.634, data_time: 0.010, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1309, loss: 1.1309, grad_norm: 9.3544 2020-07-28 02:11:07,019 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-04, eta: 0:54:29, time: 0.662, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.4011 2020-07-28 02:11:20,929 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-04, eta: 0:54:15, time: 0.696, data_time: 0.002, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.5303 2020-07-28 02:11:34,616 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-04, eta: 0:54:02, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.3753 2020-07-28 02:11:48,003 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-04, eta: 0:53:48, time: 0.672, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2813, loss: 1.2813, grad_norm: 9.8578 2020-07-28 02:12:01,917 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-04, eta: 0:53:34, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1417, loss: 1.1417, grad_norm: 9.2741 2020-07-28 02:12:14,539 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-04, eta: 0:53:20, time: 0.631, data_time: 0.005, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1620, loss: 1.1620, grad_norm: 9.2296 2020-07-28 02:12:28,279 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-04, eta: 0:53:07, time: 0.684, data_time: 0.005, memory: 5170, top1_acc: 0.7398, top5_acc: 0.8859, loss_cls: 1.1106, loss: 1.1106, grad_norm: 9.0630 2020-07-28 02:12:42,182 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-04, eta: 0:52:53, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8797, loss_cls: 1.1628, loss: 1.1628, grad_norm: 9.1755 2020-07-28 02:12:55,255 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-04, eta: 0:52:39, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3171 2020-07-28 02:13:07,995 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-04, eta: 0:52:26, time: 0.640, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.2183, loss: 1.2183, grad_norm: 9.3245 2020-07-28 02:13:20,720 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-04, eta: 0:52:12, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.3423 2020-07-28 02:13:33,958 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-04, eta: 0:51:58, time: 0.662, data_time: 0.003, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.6952 2020-07-28 02:13:47,668 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-04, eta: 0:51:44, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.5192 2020-07-28 02:14:00,169 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-04, eta: 0:51:31, time: 0.628, data_time: 0.008, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8758, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.2525 2020-07-28 02:14:13,750 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-04, eta: 0:51:17, time: 0.676, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.6456 2020-07-28 02:14:27,355 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-04, eta: 0:51:03, time: 0.684, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.2490 2020-07-28 02:14:40,742 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-04, eta: 0:50:50, time: 0.666, data_time: 0.006, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8828, loss_cls: 1.1316, loss: 1.1316, grad_norm: 9.2693 2020-07-28 02:14:54,313 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-04, eta: 0:50:36, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.5246 2020-07-28 02:15:08,432 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-04, eta: 0:50:22, time: 0.706, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.3726 2020-07-28 02:15:21,490 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-04, eta: 0:50:09, time: 0.654, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.4384 2020-07-28 02:15:33,911 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-04, eta: 0:49:55, time: 0.621, data_time: 0.002, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0645, loss: 1.0645, grad_norm: 8.9339 2020-07-28 02:15:47,022 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-04, eta: 0:49:41, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.2134 2020-07-28 02:16:00,146 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-04, eta: 0:49:27, time: 0.658, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2104, loss: 1.2104, grad_norm: 9.5194 2020-07-28 02:16:14,110 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-04, eta: 0:49:14, time: 0.695, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1422, loss: 1.1422, grad_norm: 9.2031 2020-07-28 02:16:28,123 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-04, eta: 0:49:00, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.5982 2020-07-28 02:16:42,110 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-04, eta: 0:48:46, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.3577 2020-07-28 02:16:55,018 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-04, eta: 0:48:33, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2853, loss: 1.2853, grad_norm: 9.6706 2020-07-28 02:17:07,437 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-04, eta: 0:48:19, time: 0.619, data_time: 0.006, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.0578 2020-07-28 02:17:20,260 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-04, eta: 0:48:05, time: 0.643, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8719, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.2377 2020-07-28 02:17:35,232 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-04, eta: 0:47:52, time: 0.746, data_time: 0.005, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8984, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.3399 2020-07-28 02:17:47,661 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-04, eta: 0:47:38, time: 0.624, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.1109 2020-07-28 02:18:00,693 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-04, eta: 0:47:24, time: 0.649, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.1801 2020-07-28 02:18:14,813 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-04, eta: 0:47:10, time: 0.709, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.5335 2020-07-28 02:18:27,438 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-04, eta: 0:46:57, time: 0.629, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2273, loss: 1.2273, grad_norm: 9.5675 2020-07-28 02:18:41,314 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-04, eta: 0:46:43, time: 0.696, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.6363 2020-07-28 02:18:55,309 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-04, eta: 0:46:29, time: 0.696, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.7508 2020-07-28 02:19:08,244 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-04, eta: 0:46:16, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.4057 2020-07-28 02:19:21,868 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-04, eta: 0:46:02, time: 0.679, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1290, loss: 1.1290, grad_norm: 9.1939 2020-07-28 02:19:35,864 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-04, eta: 0:45:48, time: 0.702, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.1739 2020-07-28 02:19:49,955 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-04, eta: 0:45:35, time: 0.701, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.8901 2020-07-28 02:20:02,494 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-04, eta: 0:45:21, time: 0.630, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1851, loss: 1.1851, grad_norm: 9.6044 2020-07-28 02:20:15,310 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-04, eta: 0:45:07, time: 0.641, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2194, loss: 1.2194, grad_norm: 9.4607 2020-07-28 02:20:28,984 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-04, eta: 0:44:53, time: 0.681, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2732, loss: 1.2732, grad_norm: 9.8686 2020-07-28 02:20:42,406 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-04, eta: 0:44:40, time: 0.674, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2295, loss: 1.2295, grad_norm: 9.3281 2020-07-28 02:20:55,368 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-04, eta: 0:44:26, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.5821 2020-07-28 02:21:09,248 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-04, eta: 0:44:12, time: 0.697, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.0735 2020-07-28 02:21:24,050 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-04, eta: 0:43:59, time: 0.737, data_time: 0.011, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.0749, loss: 1.0749, grad_norm: 9.0138 2020-07-28 02:21:36,654 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-04, eta: 0:43:45, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.1738 2020-07-28 02:21:50,660 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-04, eta: 0:43:31, time: 0.697, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8844, loss_cls: 1.1028, loss: 1.1028, grad_norm: 9.1161 2020-07-28 02:22:04,079 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-04, eta: 0:43:18, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2592, loss: 1.2592, grad_norm: 9.6908 2020-07-28 02:22:17,313 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-04, eta: 0:43:04, time: 0.657, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.3856 2020-07-28 02:22:29,965 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-07-28 02:22:54,917 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-04, eta: 0:42:39, time: 1.168, data_time: 0.569, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.6820 2020-07-28 02:23:07,414 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-04, eta: 0:42:25, time: 0.628, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.3617 2020-07-28 02:23:20,239 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-04, eta: 0:42:11, time: 0.638, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.0966, loss: 1.0966, grad_norm: 9.1327 2020-07-28 02:23:33,521 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-04, eta: 0:41:57, time: 0.667, data_time: 0.007, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1156, loss: 1.1156, grad_norm: 9.3261 2020-07-28 02:23:47,195 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-04, eta: 0:41:44, time: 0.682, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8953, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.5284 2020-07-28 02:24:01,649 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-04, eta: 0:41:30, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1982, loss: 1.1982, grad_norm: 9.3932 2020-07-28 02:24:15,907 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-04, eta: 0:41:16, time: 0.710, data_time: 0.004, memory: 5170, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0755, loss: 1.0755, grad_norm: 8.9190 2020-07-28 02:24:28,908 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-04, eta: 0:41:03, time: 0.653, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8789, loss_cls: 1.1843, loss: 1.1843, grad_norm: 9.3198 2020-07-28 02:24:41,707 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-04, eta: 0:40:49, time: 0.637, data_time: 0.006, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2721, loss: 1.2721, grad_norm: 9.5762 2020-07-28 02:24:56,108 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-04, eta: 0:40:35, time: 0.723, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.7446 2020-07-28 02:25:10,149 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-04, eta: 0:40:22, time: 0.700, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2229, loss: 1.2229, grad_norm: 9.8557 2020-07-28 02:25:23,567 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-04, eta: 0:40:08, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1543, loss: 1.1543, grad_norm: 9.6069 2020-07-28 02:25:37,834 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-04, eta: 0:39:54, time: 0.713, data_time: 0.002, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1207, loss: 1.1207, grad_norm: 9.2053 2020-07-28 02:25:52,466 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-04, eta: 0:39:41, time: 0.732, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1687, loss: 1.1687, grad_norm: 9.3407 2020-07-28 02:26:04,959 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-04, eta: 0:39:27, time: 0.620, data_time: 0.005, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8898, loss_cls: 1.1511, loss: 1.1511, grad_norm: 9.2472 2020-07-28 02:26:18,865 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-04, eta: 0:39:13, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.5922 2020-07-28 02:26:32,529 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-04, eta: 0:38:59, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.2621 2020-07-28 02:26:46,820 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-04, eta: 0:38:46, time: 0.718, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.5719 2020-07-28 02:27:00,656 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-04, eta: 0:38:32, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.4270 2020-07-28 02:27:13,706 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-04, eta: 0:38:18, time: 0.655, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.3271 2020-07-28 02:27:26,879 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-04, eta: 0:38:05, time: 0.656, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1685, loss: 1.1685, grad_norm: 9.6595 2020-07-28 02:27:39,833 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-04, eta: 0:37:51, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1436, loss: 1.1436, grad_norm: 9.3895 2020-07-28 02:27:53,577 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-04, eta: 0:37:37, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.5127 2020-07-28 02:28:06,810 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-04, eta: 0:37:24, time: 0.664, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.4127 2020-07-28 02:28:20,244 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-04, eta: 0:37:10, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.7863 2020-07-28 02:28:33,892 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-04, eta: 0:36:56, time: 0.686, data_time: 0.009, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8875, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.1046 2020-07-28 02:28:47,671 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-04, eta: 0:36:42, time: 0.689, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0818, loss: 1.0818, grad_norm: 9.2016 2020-07-28 02:29:00,954 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-04, eta: 0:36:29, time: 0.665, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1663, loss: 1.1663, grad_norm: 9.2996 2020-07-28 02:29:15,453 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-04, eta: 0:36:15, time: 0.722, data_time: 0.005, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8867, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.3416 2020-07-28 02:29:28,062 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-04, eta: 0:36:01, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.7210 2020-07-28 02:29:42,336 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-04, eta: 0:35:48, time: 0.711, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.6168 2020-07-28 02:29:55,982 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-04, eta: 0:35:34, time: 0.685, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1387, loss: 1.1387, grad_norm: 9.9129 2020-07-28 02:30:09,726 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-04, eta: 0:35:20, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.4317 2020-07-28 02:30:23,329 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-04, eta: 0:35:07, time: 0.683, data_time: 0.009, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.0389 2020-07-28 02:30:36,572 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-04, eta: 0:34:53, time: 0.658, data_time: 0.005, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.3982 2020-07-28 02:30:50,848 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-04, eta: 0:34:39, time: 0.718, data_time: 0.007, memory: 5170, top1_acc: 0.7305, top5_acc: 0.9109, loss_cls: 1.0691, loss: 1.0691, grad_norm: 9.2112 2020-07-28 02:31:03,815 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-04, eta: 0:34:25, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1614, loss: 1.1614, grad_norm: 9.5311 2020-07-28 02:31:16,923 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-04, eta: 0:34:12, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1614, loss: 1.1614, grad_norm: 9.4662 2020-07-28 02:31:29,884 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-04, eta: 0:33:58, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.6187 2020-07-28 02:31:44,475 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-04, eta: 0:33:44, time: 0.733, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1525, loss: 1.1525, grad_norm: 9.6010 2020-07-28 02:31:58,379 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-04, eta: 0:33:31, time: 0.695, data_time: 0.006, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.2633, loss: 1.2633, grad_norm: 9.6127 2020-07-28 02:32:12,144 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-04, eta: 0:33:17, time: 0.688, data_time: 0.004, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.1819 2020-07-28 02:32:26,534 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-04, eta: 0:33:03, time: 0.720, data_time: 0.002, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1182, loss: 1.1182, grad_norm: 9.2195 2020-07-28 02:32:40,147 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-04, eta: 0:32:50, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.2413 2020-07-28 02:32:52,790 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-04, eta: 0:32:36, time: 0.632, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.4125 2020-07-28 02:33:06,018 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-04, eta: 0:32:22, time: 0.652, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1328, loss: 1.1328, grad_norm: 9.1009 2020-07-28 02:33:19,303 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-04, eta: 0:32:09, time: 0.674, data_time: 0.011, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.4921 2020-07-28 02:33:33,741 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-04, eta: 0:31:55, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.7449 2020-07-28 02:33:46,845 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-04, eta: 0:31:41, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2642, loss: 1.2642, grad_norm: 9.7118 2020-07-28 02:33:59,687 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-04, eta: 0:31:27, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.6860 2020-07-28 02:34:12,587 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-04, eta: 0:31:14, time: 0.645, data_time: 0.003, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8859, loss_cls: 1.1223, loss: 1.1223, grad_norm: 9.4441 2020-07-28 02:34:26,447 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-04, eta: 0:31:00, time: 0.690, data_time: 0.005, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.1308, loss: 1.1308, grad_norm: 8.9876 2020-07-28 02:34:40,249 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-04, eta: 0:30:46, time: 0.693, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1421, loss: 1.1421, grad_norm: 9.3130 2020-07-28 02:34:53,219 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-04, eta: 0:30:33, time: 0.646, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.3199 2020-07-28 02:35:07,668 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-04, eta: 0:30:19, time: 0.725, data_time: 0.007, memory: 5170, top1_acc: 0.7352, top5_acc: 0.9023, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.1287 2020-07-28 02:35:22,166 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-04, eta: 0:30:05, time: 0.725, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.3864 2020-07-28 02:35:35,149 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-04, eta: 0:29:52, time: 0.649, data_time: 0.002, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.5582 2020-07-28 02:35:47,894 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-04, eta: 0:29:38, time: 0.635, data_time: 0.005, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.3487 2020-07-28 02:36:02,238 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-04, eta: 0:29:24, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.6845 2020-07-28 02:36:15,559 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-04, eta: 0:29:10, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8828, loss_cls: 1.1910, loss: 1.1910, grad_norm: 9.5214 2020-07-28 02:36:29,412 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-04, eta: 0:28:57, time: 0.695, data_time: 0.007, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8977, loss_cls: 1.0681, loss: 1.0681, grad_norm: 9.1164 2020-07-28 02:36:43,472 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-04, eta: 0:28:43, time: 0.701, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.6492 2020-07-28 02:36:57,392 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-04, eta: 0:28:29, time: 0.698, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8633, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.3972 2020-07-28 02:37:11,720 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-04, eta: 0:28:16, time: 0.714, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2217, loss: 1.2217, grad_norm: 9.4238 2020-07-28 02:37:24,333 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-04, eta: 0:28:02, time: 0.633, data_time: 0.007, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.4805 2020-07-28 02:37:38,130 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-04, eta: 0:27:48, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7414, top5_acc: 0.8859, loss_cls: 1.0957, loss: 1.0957, grad_norm: 9.0942 2020-07-28 02:37:50,711 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-04, eta: 0:27:35, time: 0.632, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.4809 2020-07-28 02:38:04,369 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-04, eta: 0:27:21, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8852, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.1576 2020-07-28 02:38:18,183 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-04, eta: 0:27:07, time: 0.693, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.4859 2020-07-28 02:38:31,755 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-04, eta: 0:26:53, time: 0.676, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.5050 2020-07-28 02:38:45,203 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-04, eta: 0:26:40, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.4856 2020-07-28 02:38:59,159 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-04, eta: 0:26:26, time: 0.696, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2176, loss: 1.2176, grad_norm: 9.5332 2020-07-28 02:39:12,675 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-04, eta: 0:26:12, time: 0.678, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.2972 2020-07-28 02:39:25,997 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-04, eta: 0:25:59, time: 0.663, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.5866 2020-07-28 02:39:38,933 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-04, eta: 0:25:45, time: 0.650, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.7106 2020-07-28 02:39:53,394 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-04, eta: 0:25:31, time: 0.719, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2183, loss: 1.2183, grad_norm: 9.8859 2020-07-28 02:40:05,890 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-04, eta: 0:25:18, time: 0.629, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.6920 2020-07-28 02:40:19,104 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-04, eta: 0:25:04, time: 0.658, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.1356 2020-07-28 02:40:33,292 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-04, eta: 0:24:50, time: 0.712, data_time: 0.006, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.5349 2020-07-28 02:40:46,610 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-04, eta: 0:24:37, time: 0.664, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2438, loss: 1.2438, grad_norm: 10.0974 2020-07-28 02:41:00,197 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-04, eta: 0:24:23, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1158, loss: 1.1158, grad_norm: 9.3658 2020-07-28 02:41:12,999 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-04, eta: 0:24:09, time: 0.638, data_time: 0.005, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2430, loss: 1.2430, grad_norm: 9.3900 2020-07-28 02:41:27,332 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-04, eta: 0:23:55, time: 0.719, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.1574 2020-07-28 02:41:41,864 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-04, eta: 0:23:42, time: 0.725, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8688, loss_cls: 1.2188, loss: 1.2188, grad_norm: 9.6376 2020-07-28 02:41:54,430 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-04, eta: 0:23:28, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.4504 2020-07-28 02:42:08,081 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-04, eta: 0:23:14, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2646, loss: 1.2646, grad_norm: 9.7556 2020-07-28 02:42:20,985 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-04, eta: 0:23:01, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.0620 2020-07-28 02:42:35,699 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-04, eta: 0:22:47, time: 0.735, data_time: 0.002, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1312, loss: 1.1312, grad_norm: 9.4355 2020-07-28 02:42:50,141 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-04, eta: 0:22:33, time: 0.719, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.0983, loss: 1.0983, grad_norm: 9.1512 2020-07-28 02:43:03,144 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-04, eta: 0:22:20, time: 0.653, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.4136 2020-07-28 02:43:16,880 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-04, eta: 0:22:06, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0967, loss: 1.0967, grad_norm: 9.2211 2020-07-28 02:43:31,518 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-04, eta: 0:21:52, time: 0.734, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.4248 2020-07-28 02:43:44,233 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-04, eta: 0:21:38, time: 0.633, data_time: 0.005, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.3288 2020-07-28 02:43:57,642 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-04, eta: 0:21:25, time: 0.673, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.6634 2020-07-28 02:44:11,335 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-04, eta: 0:21:11, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.3824 2020-07-28 02:44:24,100 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-04, eta: 0:20:57, time: 0.641, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.5422 2020-07-28 02:44:38,538 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-04, eta: 0:20:44, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.6461 2020-07-28 02:44:51,703 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-04, eta: 0:20:30, time: 0.660, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1905, loss: 1.1905, grad_norm: 9.2910 2020-07-28 02:45:05,425 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-04, eta: 0:20:16, time: 0.683, data_time: 0.009, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.2300 2020-07-28 02:45:19,447 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-04, eta: 0:20:03, time: 0.704, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2788, loss: 1.2788, grad_norm: 9.8868 2020-07-28 02:45:32,166 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-04, eta: 0:19:49, time: 0.634, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2219, loss: 1.2219, grad_norm: 9.6444 2020-07-28 02:45:46,794 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-04, eta: 0:19:35, time: 0.734, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.3811 2020-07-28 02:45:59,260 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-04, eta: 0:19:22, time: 0.621, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.2860 2020-07-28 02:46:12,474 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-04, eta: 0:19:08, time: 0.663, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.4448 2020-07-28 02:46:25,941 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-04, eta: 0:18:54, time: 0.673, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1499, loss: 1.1499, grad_norm: 9.5728 2020-07-28 02:46:40,179 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-04, eta: 0:18:40, time: 0.712, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.2819 2020-07-28 02:46:53,727 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-04, eta: 0:18:27, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1987, loss: 1.1987, grad_norm: 9.8777 2020-07-28 02:47:07,498 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-04, eta: 0:18:13, time: 0.691, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.4284 2020-07-28 02:47:21,059 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-04, eta: 0:17:59, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.6685 2020-07-28 02:47:34,402 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-04, eta: 0:17:46, time: 0.670, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2843, loss: 1.2843, grad_norm: 9.8588 2020-07-28 02:47:47,099 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-04, eta: 0:17:32, time: 0.630, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.4019 2020-07-28 02:48:01,153 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-04, eta: 0:17:18, time: 0.707, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2244, loss: 1.2244, grad_norm: 9.5694 2020-07-28 02:48:14,966 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-04, eta: 0:17:05, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.8964 2020-07-28 02:48:30,113 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-04, eta: 0:16:51, time: 0.764, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2469, loss: 1.2469, grad_norm: 9.9531 2020-07-28 02:48:42,535 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-04, eta: 0:16:37, time: 0.615, data_time: 0.005, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.7702 2020-07-28 02:48:55,993 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-04, eta: 0:16:23, time: 0.679, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.2180, loss: 1.2180, grad_norm: 9.5872 2020-07-28 02:49:09,981 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-04, eta: 0:16:10, time: 0.697, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.3646 2020-07-28 02:49:23,640 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-04, eta: 0:15:56, time: 0.685, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1511, loss: 1.1511, grad_norm: 9.6265 2020-07-28 02:49:38,083 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-04, eta: 0:15:42, time: 0.720, data_time: 0.005, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8898, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.1539 2020-07-28 02:49:51,395 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-04, eta: 0:15:29, time: 0.668, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.5427 2020-07-28 02:50:03,766 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-04, eta: 0:15:15, time: 0.618, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.4391 2020-07-28 02:50:17,455 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-04, eta: 0:15:01, time: 0.685, data_time: 0.002, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.7370 2020-07-28 02:50:31,408 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-04, eta: 0:14:48, time: 0.695, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2232, loss: 1.2232, grad_norm: 9.6601 2020-07-28 02:50:44,863 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-04, eta: 0:14:34, time: 0.675, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.1086, loss: 1.1086, grad_norm: 8.9361 2020-07-28 02:50:58,123 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-04, eta: 0:14:20, time: 0.661, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1759, loss: 1.1759, grad_norm: 9.4760 2020-07-28 02:51:10,966 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-04, eta: 0:14:07, time: 0.644, data_time: 0.006, memory: 5170, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0837, loss: 1.0837, grad_norm: 9.5084 2020-07-28 02:51:24,453 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-04, eta: 0:13:53, time: 0.674, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.7255 2020-07-28 02:51:37,676 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-04, eta: 0:13:39, time: 0.661, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.8052 2020-07-28 02:51:52,728 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-04, eta: 0:13:25, time: 0.750, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.3448 2020-07-28 02:52:05,082 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-04, eta: 0:13:12, time: 0.620, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8852, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.3986 2020-07-28 02:52:18,114 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-04, eta: 0:12:58, time: 0.652, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1614, loss: 1.1614, grad_norm: 9.6529 2020-07-28 02:52:31,106 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-04, eta: 0:12:44, time: 0.647, data_time: 0.006, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.1511, loss: 1.1511, grad_norm: 9.3462 2020-07-28 02:52:44,357 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-04, eta: 0:12:31, time: 0.665, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2484, loss: 1.2484, grad_norm: 9.4509 2020-07-28 02:52:57,902 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-04, eta: 0:12:17, time: 0.675, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2231, loss: 1.2231, grad_norm: 9.4674 2020-07-28 02:53:10,825 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-04, eta: 0:12:03, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.4149 2020-07-28 02:53:24,345 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-04, eta: 0:11:50, time: 0.674, data_time: 0.005, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8945, loss_cls: 1.1071, loss: 1.1071, grad_norm: 9.0497 2020-07-28 02:53:38,507 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-04, eta: 0:11:36, time: 0.710, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.5287 2020-07-28 02:53:51,296 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-04, eta: 0:11:22, time: 0.637, data_time: 0.005, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1300, loss: 1.1300, grad_norm: 9.3163 2020-07-28 02:54:03,940 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-04, eta: 0:11:08, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.0829, loss: 1.0829, grad_norm: 9.1981 2020-07-28 02:54:17,741 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-04, eta: 0:10:55, time: 0.687, data_time: 0.006, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8812, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.4325 2020-07-28 02:54:32,080 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-04, eta: 0:10:41, time: 0.720, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8633, loss_cls: 1.2166, loss: 1.2166, grad_norm: 9.2576 2020-07-28 02:54:45,501 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-04, eta: 0:10:27, time: 0.670, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.2600, loss: 1.2600, grad_norm: 9.9231 2020-07-28 02:54:58,306 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-04, eta: 0:10:14, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2247, loss: 1.2247, grad_norm: 9.7701 2020-07-28 02:55:11,188 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-04, eta: 0:10:00, time: 0.642, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.9496 2020-07-28 02:55:25,111 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-04, eta: 0:09:46, time: 0.699, data_time: 0.007, memory: 5170, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0641, loss: 1.0641, grad_norm: 9.0319 2020-07-28 02:55:38,090 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-04, eta: 0:09:33, time: 0.645, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2377, loss: 1.2377, grad_norm: 9.6968 2020-07-28 02:55:51,910 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-04, eta: 0:09:19, time: 0.694, data_time: 0.008, memory: 5170, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.0868 2020-07-28 02:56:05,054 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-04, eta: 0:09:05, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1497, loss: 1.1497, grad_norm: 9.6391 2020-07-28 02:56:18,610 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-04, eta: 0:08:52, time: 0.680, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.3543 2020-07-28 02:56:31,802 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-04, eta: 0:08:38, time: 0.656, data_time: 0.005, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.4452 2020-07-28 02:56:44,669 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-04, eta: 0:08:24, time: 0.646, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8633, loss_cls: 1.2431, loss: 1.2431, grad_norm: 9.5929 2020-07-28 02:56:57,994 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-04, eta: 0:08:10, time: 0.664, data_time: 0.006, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.5189 2020-07-28 02:57:11,448 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-04, eta: 0:07:57, time: 0.675, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.6535 2020-07-28 02:57:26,198 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-04, eta: 0:07:43, time: 0.735, data_time: 0.004, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.8718 2020-07-28 02:57:39,849 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-04, eta: 0:07:29, time: 0.685, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2448, loss: 1.2448, grad_norm: 9.4614 2020-07-28 02:57:54,183 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-04, eta: 0:07:16, time: 0.714, data_time: 0.006, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.4458 2020-07-28 02:58:07,329 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-04, eta: 0:07:02, time: 0.659, data_time: 0.005, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8820, loss_cls: 1.1043, loss: 1.1043, grad_norm: 9.1669 2020-07-28 02:58:20,644 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-04, eta: 0:06:48, time: 0.660, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1481, loss: 1.1481, grad_norm: 9.0934 2020-07-28 02:58:33,261 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-04, eta: 0:06:35, time: 0.636, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.6869 2020-07-28 02:58:46,920 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-04, eta: 0:06:21, time: 0.682, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.9072 2020-07-28 02:58:59,732 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-04, eta: 0:06:07, time: 0.642, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.8850 2020-07-28 02:59:13,972 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-04, eta: 0:05:54, time: 0.709, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.7612 2020-07-28 02:59:26,398 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-04, eta: 0:05:40, time: 0.624, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1758, loss: 1.1758, grad_norm: 9.2141 2020-07-28 02:59:39,344 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-04, eta: 0:05:26, time: 0.645, data_time: 0.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.8785 2020-07-28 02:59:53,161 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-04, eta: 0:05:12, time: 0.693, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0518, loss: 1.0518, grad_norm: 9.2666 2020-07-28 03:00:10,328 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-04, eta: 0:04:59, time: 0.853, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2523, loss: 1.2523, grad_norm: 9.7131 2020-07-28 03:00:22,854 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-04, eta: 0:04:45, time: 0.631, data_time: 0.012, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.8302 2020-07-28 03:00:35,849 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-04, eta: 0:04:31, time: 0.648, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.2137 2020-07-28 03:00:49,746 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-04, eta: 0:04:18, time: 0.695, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.9031, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.5686 2020-07-28 03:01:03,087 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-04, eta: 0:04:04, time: 0.667, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.6814 2020-07-28 03:01:16,017 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-04, eta: 0:03:50, time: 0.649, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.4292 2020-07-28 03:01:29,721 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-04, eta: 0:03:37, time: 0.681, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.5991 2020-07-28 03:01:42,411 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-04, eta: 0:03:23, time: 0.638, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.6541 2020-07-28 03:01:55,699 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-04, eta: 0:03:09, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.5408 2020-07-28 03:02:08,734 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-04, eta: 0:02:55, time: 0.655, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.5693 2020-07-28 03:02:21,834 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-04, eta: 0:02:42, time: 0.650, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.9999 2020-07-28 03:02:36,193 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-04, eta: 0:02:28, time: 0.723, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.5450 2020-07-28 03:02:48,945 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-04, eta: 0:02:14, time: 0.636, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.1321, loss: 1.1321, grad_norm: 9.0080 2020-07-28 03:03:02,992 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-04, eta: 0:02:01, time: 0.704, data_time: 0.007, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8984, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.6783 2020-07-28 03:03:16,207 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-04, eta: 0:01:47, time: 0.655, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.9581 2020-07-28 03:03:31,114 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-04, eta: 0:01:33, time: 0.751, data_time: 0.008, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1117, loss: 1.1117, grad_norm: 9.2251 2020-07-28 03:03:44,722 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-04, eta: 0:01:20, time: 0.680, data_time: 0.006, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1473, loss: 1.1473, grad_norm: 9.3303 2020-07-28 03:03:58,769 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-04, eta: 0:01:06, time: 0.703, data_time: 0.004, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2436, loss: 1.2436, grad_norm: 9.8245 2020-07-28 03:04:12,074 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-04, eta: 0:00:52, time: 0.662, data_time: 0.006, memory: 5170, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0910, loss: 1.0910, grad_norm: 9.4332 2020-07-28 03:04:25,586 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-04, eta: 0:00:39, time: 0.679, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.2391 2020-07-28 03:04:38,343 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-04, eta: 0:00:25, time: 0.635, data_time: 0.006, memory: 5170, top1_acc: 0.7375, top5_acc: 0.9000, loss_cls: 1.0834, loss: 1.0834, grad_norm: 9.1087 2020-07-28 03:04:51,939 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-04, eta: 0:00:11, time: 0.683, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.2183 2020-07-28 03:05:03,307 - mmaction - INFO - Saving checkpoint at 100 epochs